Senior Engineer jobs at Tata Group

The Role: Our teams build and contribute to Fidelity's digital presence. As a Principal Search Engineer on the Search Platform team, you will play a key role in designing, developing, and optimizing our search and content discovery platform, supporting millions of customer requests. You will be responsible for implementing and enhancing hybrid search solutions, and leveraging AI/ML techniques to improve search relevance and user experience. Your role will include building, managing, and automating cloud infrastructure to ensure robust, high-performance search capabilities for both internal associates and customers. You'll collaborate with cross-functional teams to deliver innovative search solutions, contribute ideas for product enhancements, and continually develop your technical skills in a fast-paced, team-oriented environment. The Expertise You Have: Deep expertise in implementing, configuring, and tuning enterprise-grade search solutions using Solr (preferred); experience with OpenSearch is a plus. Comprehensive knowledge of information retrieval principles, including both classic approaches (such as TF-IDF, BM25) and advanced neural search techniques (like vector embeddings and transformer-based models). Proficiency in container technologies, especially Kubernetes (AWS EKS preferred) and Docker. Solid understanding of the software development and delivery lifecycle for large-scale systems. Ability to design and implement automation and infrastructure solutions using languages such as Python, Groovy, Shell, and NodeJS. Experience with build tools and package managers (helm, maven, npm, pip, etc.). Familiarity with observability, monitoring, and logging tools such as Datadog, Splunk, or other OpenTelemetry/APM tools. Experience troubleshooting and resolving complex CI/CD pipelines, release issues, and multi-component system environments. Education / Certifications: Advanced degree in Computer Science or a related field, or equivalent professional experience. The Skills You Bring: Proven ability to lead technical efforts from conception through production deployment. Skill in translating business needs into scalable, effective search solutions. Ability to work collaboratively across organizations and drive successful outcomes. Passion and aptitude for learning new technologies and approaches, especially in the search and AI/ML space. Comfort operating in a polyglot development environment. Excellent verbal and written communication skills The base salary range for this position is $107,000-216,000 USD per year. Placement in the range will vary based on job responsibilities and scope, geographic location, candidate's relevant experience, and other factors. Base salary is only part of the total compensation package. Depending on the position and eligibility requirements, the offer package may also include bonus or other variable compensation. We offer a wide range of benefits to meet your evolving needs and help you live your best life at work and at home. These benefits include comprehensive health care coverage and emotional well-being support, market-leading retirement, generous paid time off and parental leave, charitable giving employee match program, and educational assistance including student loan repayment, tuition reimbursement, and learning resources to develop your career. Note, the application window closes when the position is filled or unposted. Please be advised that Fidelity's business is governed by the provisions of the Securities Exchange Act of 1934, the Investment Advisers Act of 1940, the Investment Company Act of 1940, ERISA, numerous state laws governing securities, investment and retirement-related financial activities and the rules and regulations of numerous self-regulatory organizations, including FINRA, among others. Those laws and regulations may restrict Fidelity from hiring and/or associating with individuals with certain Criminal Histories. Most roles at Fidelity are Hybrid, requiring associates to work onsite every other week (all business days, M-F) in a Fidelity office. This does not apply to Remote or fully Onsite roles. Certifications:Category:Information Technology

The Role: Our teams build and contribute to Fidelity's digital presence. As a Principal Search Engineer on the Search Platform team, you will play a key role in designing, developing, and optimizing our search and content discovery platform, supporting millions of customer requests. You will be responsible for implementing and enhancing hybrid search solutions, and leveraging AI/ML techniques to improve search relevance and user experience. Your role will include building, managing, and automating cloud infrastructure to ensure robust, high-performance search capabilities for both internal associates and customers. You'll collaborate with cross-functional teams to deliver innovative search solutions, contribute ideas for product enhancements, and continually develop your technical skills in a fast-paced, team-oriented environment. The Expertise You Have: Deep expertise in implementing, configuring, and tuning enterprise-grade search solutions using Solr (preferred); experience with OpenSearch is a plus. Comprehensive knowledge of information retrieval principles, including both classic approaches (such as TF-IDF, BM25) and advanced neural search techniques (like vector embeddings and transformer-based models). Proficiency in container technologies, especially Kubernetes (AWS EKS preferred) and Docker. Solid understanding of the software development and delivery lifecycle for large-scale systems. Ability to design and implement automation and infrastructure solutions using languages such as Python, Groovy, Shell, and NodeJS. Experience with build tools and package managers (helm, maven, npm, pip, etc.). Familiarity with observability, monitoring, and logging tools such as Datadog, Splunk, or other OpenTelemetry/APM tools. Experience troubleshooting and resolving complex CI/CD pipelines, release issues, and multi-component system environments. Education / Certifications: Advanced degree in Computer Science or a related field, or equivalent professional experience. The Skills You Bring: Proven ability to lead technical efforts from conception through production deployment. Skill in translating business needs into scalable, effective search solutions. Ability to work collaboratively across organizations and drive successful outcomes. Passion and aptitude for learning new technologies and approaches, especially in the search and AI/ML space. Comfort operating in a polyglot development environment. Excellent verbal and written communication skills The base salary range for this position is $107,000-216,000 USD per year. Placement in the range will vary based on job responsibilities and scope, geographic location, candidate's relevant experience, and other factors. Base salary is only part of the total compensation package. Depending on the position and eligibility requirements, the offer package may also include bonus or other variable compensation. We offer a wide range of benefits to meet your evolving needs and help you live your best life at work and at home. These benefits include comprehensive health care coverage and emotional well-being support, market-leading retirement, generous paid time off and parental leave, charitable giving employee match program, and educational assistance including student loan repayment, tuition reimbursement, and learning resources to develop your career. Note, the application window closes when the position is filled or unposted. Please be advised that Fidelity's business is governed by the provisions of the Securities Exchange Act of 1934, the Investment Advisers Act of 1940, the Investment Company Act of 1940, ERISA, numerous state laws governing securities, investment and retirement-related financial activities and the rules and regulations of numerous self-regulatory organizations, including FINRA, among others. Those laws and regulations may restrict Fidelity from hiring and/or associating with individuals with certain Criminal Histories. Most roles at Fidelity are Hybrid, requiring associates to work onsite every other week (all business days, M-F) in a Fidelity office. This does not apply to Remote or fully Onsite roles. Certifications:Category:Information Technology

We are currently sourcing for a Principal Trading Engineer (Java, Algo, SOR) for crypto Trading to work in Jersey City, New Jersey. The Role The Principal Trading Engineering (Java, Algo, SOR) will be working in development and delivery of high quality, timely and maintainable software solutions in an Agile environment which meet functional and non-functional business requirements. This role will involve partner & stakeholder engagement, design and release support. In this role, you will be an integral part of the Trading Team where you'll get the opportunity to develop your skills, collaborate across Fidelity teams and continue to learn in a fun, collaborative, iterative, and rapidly changing environment. This is a hands-on role where you will write code for product features. It is a great opportunity to build secure, scalable, resilient cloud-based services utilizing modern software development practices. This is a hands-on, individual contributor role where you will be responsible for: Designing and implementing technology solutions for the Fidelity Digital Assets business High Performance algorithms for trading / crypto trading Working closely with our business partners to contribute to business-critical initiatives Demonstrate software engineering excellence through continuous integration, continuous deployment Keeps current with IT blueprint, frameworks and technologies that would benefit us and improve our productivity; guides junior team members on technology Collaborate with multiple stakeholders/large cross functional teams as part of work delivery Follows practices and contribute towards innovative solutions to increase productivity This is a hands-on role where you will write code for product features Set technical direction for software developers by concluding design with other tech leads and architecture The Expertise and Skills You Bring Bachelor's degree in computer science or related field required 10+ years of trading engineering experience Experience in Capital markets or cryptocurrency specifically with exposure to Trading, Algo Trading Strong background in designing and developing low latency trading systems Knowledge of WebSocket and FIX protocols Experience in building matching engine, OMS/EMS or exchange-connectivity platform Experience using kernel bypass e.g. Solarflare OpenOnLoad Extensive experience with modern Java using zero GC pattern Highly proficient in ultra-low latency design patterns and optimizing trading systems Hands on experience with low latency messaging products, such as Aeron, Solace or 29West Proficient in SQL and a working knowledge of relational and time series databases Experience with designing APIs, distributed systems, asynchronous workers and resilient messaging services An understanding of microservice architecture and cloud-based deployments An understanding of sequencer architecture Ability to build reliable software that can withstand unreliable environments Can provide leadership and mentorship across small, agile teams in a very collaborative environment where your ideas are welcome Solid analytical, communication, and organizational skills An interest in and experience with cryptocurrencies and a passion for keeping up to date in the space Have the drive and ability to deliver software with a high degree of automation Proficient with version control systems and can handle development for multiple releases in parallel Have the spirit and willingness to contribute to org level innovation Have a learning mindset and can demonstrate versatility in addition to your specialization Should have the ability to work effectively with both partners and project team members Have knowledge of Agile methodologies or iterative development processes Have knowledge of Acceptance test-driven development a plus. Have ability to take ownership Coach team members and take accountability for the deliverables Excellent collaboration and Interpersonal skills Great attitude, being a mentor, team player and effective contributor You have a focus on productivity The Team Fidelity Digital Assets , a Fidelity Investments Company, is developing a full-service enterprise-grade platform for storing, trading and servicing digital assets, such as Bitcoin and Ethereum. Fidelity Digital Assets adopts an entrepreneurial culture and startup approach while serving as one of the most innovative business units within Fidelity Investments. Our global, diverse team of hundreds of forward-thinking professionals lead with agility and creativity to build solutions that bridge the gap between traditional institutional investors and their exposure to digital assets. The firm's tenure and experience across multiple business lines present our employees with unprecedented access to knowledge, technology, and resources that help our team reshape the future of finance. The Fidelity Digital Asset Trading Team is responsible for platform services and APIs that manage trading of cryptocurrency. Platform contains a crossing engine and a smart router that would connect and send client orders to other exchanges and liquidity providers. In addition to aggregating market data and routing orders the platform also includes multiple internal/external facing user interfaces and API and services to support the platform. #cryptojobs The base salary range for this position is $126,000-255,000 USD per year. Placement in the range will vary based on job responsibilities and scope, geographic location, candidate's relevant experience, and other factors. Base salary is only part of the total compensation package. Depending on the position and eligibility requirements, the offer package may also include bonus or other variable compensation. We offer a wide range of benefits to meet your evolving needs and help you live your best life at work and at home. These benefits include comprehensive health care coverage and emotional well-being support, market-leading retirement, generous paid time off and parental leave, charitable giving employee match program, and educational assistance including student loan repayment, tuition reimbursement, and learning resources to develop your career. Note, the application window closes when the position is filled or unposted. Please be advised that Fidelity's business is governed by the provisions of the Securities Exchange Act of 1934, the Investment Advisers Act of 1940, the Investment Company Act of 1940, ERISA, numerous state laws governing securities, investment and retirement-related financial activities and the rules and regulations of numerous self-regulatory organizations, including FINRA, among others. Those laws and regulations may restrict Fidelity from hiring and/or associating with individuals with certain Criminal Histories. Most roles at Fidelity are Hybrid, requiring associates to work onsite every other week (all business days, M-F) in a Fidelity office. This does not apply to Remote or fully Onsite roles. Certifications:Category:Information Technology

Source One is a consulting services company and we're currently looking for the following individual to work as a consultant to our client, an autonomous vehicle company in Ann Arbor, MI. ** We are unable to work with third party companies or offer visa sponsorship for this role. Title: Senior ML/AI Engineer (contract) Pay Range: $90/hr - $120/hr (W-2) Job description: Seeking an experienced Senior ML/AI Engineer to work in a hands-on, fast-paced environment with software closely connected to operating systems, computer hardware, sensors, and vehicles. As a Senior ML/AI Engineer, you'll: ● Design, develop, improve, and maintain reusable software components, frameworks, and tools primarily written in Python, while leading the development of ML features ● Leads development of ML features while working closely with counterparts ● Apply your expertise in supervised and unsupervised learning methodologies ● Be ready to dive-in and learn across the technology stack and leverage experience to develop solutions with sound design principles, extensibility, and quality in mind Required skills: ● At least a Bachelor's degree in engineering, computer science, or related ● 5+ years of professional software development experience ● Experience with supervised+unsupervised learning methods ● Experience deploying ML solutions to hardware platforms ● Time signal processing experience as well as computer vision experience ● Experience writing scalable, reusable code in Python or similar ● Experience writing Github Actions or similar (Jenkins, etc.) ● Generalist attitude and willingness to learn continuously ● Experience with writing unit tests, doing cross-validation, and robustness testing/evaluation of models ● Ability to operate effectively and autonomously across multiple teams, and navigate technical ambiguity with only high-level direction Nice to haves: ● Master's or beyond related to AI/ML ● Experience with automotive software, ideally for ADAS ● Experience with C/C++ ● Experience with developing cloud Infrastructure (AWS, GCP, Azure, etc.)

Job Title: Gitlab Engineer Duration: 6+ Months Required Skills and Experience: 8+ years of experience in DevOps or Platform Engineering roles 3+ years of hands-on experience with GitLab CI/CD, GitLab Runners, and GitLab administration Proficiency with scripting and automation (e.g., Bash, Python, or Go) Experience with infrastructure-as-code tools (Terraform, Ansible, etc.) Solid understanding of containerization (Docker) and orchestration (Kubernetes) Familiarity with cloud platforms (AWS, GCP, Azure) and cloud-native tooling Strong communication skills and a track record of cross-team collaboration Knowledge of JFrog Artifactory, BitBucket / GIT, SVN and other SCM tools Knowledge of desired state configuration, automated deployment, continuous integration, and release engineering tools like Puppet, Chef, Jenkins, Bamboo, Maven, Ant etc Plan and execute the end-to-end migration from Jenkins and Automic to GitLab CI/CD Configure and manage GitLab Runners, Groups, Projects, and Permissions at scale Harden GitLab for enterprise usage (SAML/SSO, LDAP, RBAC, backup/restore) Design, implement, and optimize complex GitLab CI/CD pipelines using YAML best practices Implement multi-stage, parallel, and conditional workflows for build, test, security scan, and deploy Integrate static code analysis, security scanning (SAST/DAST), and container scanning into pipelines Analyze existing Jenkins's freestyle and scripted pipelines; translate to GitLab CI/CD syntax Migrate Automic workflows/jobs into GitLab, orchestrating dependencies and scheduling Reduce pipeline execution time through caching, artifact reuse, and pipeline templating Lead the migration of container build and deployment processes from Docker to Podman/Buildah Author GitLab CI templates for Podman-based image builds and registries Ensure the security and compliance of container images (signing, vulnerability scanning) Leverage Terraform, Ansible, or similar to provision and manage self-hosted GitLab and runners Implement GitOps practices to manage infrastructure and environment configurations Automate operational tasks and incident remediation via pipelines and scripts Partner with application teams to onboard them onto GitLab workflows and best practices Develop and maintain clear runbooks, wiki pages, and pipeline templates Conduct workshops, brown-bags, and training sessions to evangelize GitLab CI/CD Integrate monitoring (Prometheus/Grafana, ELK) for GitLab health and pipeline performance Implement policies and guardrails to ensure code quality, compliance, and security posture Troubleshoot and resolve CI/CD or migration-related incidents in a timely manner Preferred: A BS in Computer Science or equivalent work experience with good scripting/programming skills GitLab Certified CI/CD Specialist or GitLab Administrator Certification Contributions to the GitLab open-source project or similar tooling Prior software experience with build management, configuration management and/or quality testing Experience with SCM practices including Agile, continuous integration (CI) and continuous deployment (CD)

Source One is a consulting services company and we're currently looking for the following individual to work as a consultant with our direct client, an autonomous mobility solutions company in Palo Alto, CA. No Third-Party, No Corp to Corp, No Sponsorship Title: Vehicle Software Platform Engineer Location: Palo Alto, CA Onsite: Mon-Fri, 40 hours Contract Duration: 6 months with likely extension Pay Rate: $120 - $140 hourly (w2) Job description Our partner is helping our client find an experienced Vehicle Software Platform Engineer to join its team developing a scalable, data-driven approach to autonomous and assisted driving. In this role, you will focus on developing robust, sophisticated software platforms and tooling that underpin the functionality of modern vehicles. We're looking for a candidate with a strong software development background in embedded, robotics, or automotive systems and the ability to work hands-on in a fast-paced, collaborative, and intercultural environment. As a Vehicle Software Platform Engineer, you'll: Work with the team to design, implement, test, and integrate features into the AD/ADAS vehicle platform. Set up or adapt build flows and other relevant tooling. Be excited about working hands-on in a fast-paced environment on software closely connected to operating systems, compute hardware, sensors, and vehicles. Be ready to dive in and learn across the technology stack and leverage experience to develop solutions with sound design principles, extensibility, with safety in mind. Ideal candidate profile Excellent understanding of embedded software and systems (automotive, aerospace, robotics, etc.) and related interfaces (Ethernet, CAN, etc.). Experience with system software development (e.g. drivers, filesystems, sockets) on Linux and/or QNX. Daily tasks Work with the team to design, implement, test, and integrate features into the AD/ADAS vehicle platform. Set up or adapt build flows, and other relevant tooling. Be excited about working hands-on in a fast-paced environment on software closely connected to operating systems, compute hardware, sensors, and vehicles. Be ready to dive-in and learn across the technology stack and leverage experience to develop solutions with sound design principles, extensibility, and safety in mind. Required skills Bachelor's or Master's degree in Computer Science, Engineering, or a related field highly preferred 3-5+ years of relevant work experience Proven track record of shipping software to production in our or a nearby domain (e.g., automotive, aerospace, defense, robotics) Strong C++ and Python programming skills Strong debugging and troubleshooting skills Generalist attitude with proven ability to dive deep fast and willingness to learn continuously

This is a full-time role with a client of Dinan & Associates. This role is with an established company and includes excellent health care and other benefits. Role: Principal / Senior Principal Software Engineer Industry: Biotechnology / Pharmaceutical R&D Location: San Francisco Bay Area (Hybrid) The Organization We are a leading global biotechnology company driven to innovate and ensure access to healthcare for generations to come. Our goal is to create a healthier future and more time for patients with their loved ones. The Position Advances in AI, data, and computational sciences are transforming drug discovery and development. Our Research and Early Development organizations have demonstrated how these technologies accelerate R&D, leveraging data and novel computational models to drive impact. Our Computational Sciences group is a strategic, unified team dedicated to harnessing the transformative power of data and Artificial Intelligence (AI) to assist scientists in delivering innovative medicines for patients worldwide. Within this group, the Data and Digital Solutions team leads the modernization of our computational and data ecosystems by integrating digital technologies to empower stakeholders, advance data-driven science, and accelerate decision-making. The Role The Solutions team develops modernized and interconnected computational and data ecosystems. These are foundational to building solutions that accelerate the work done by Computational and Bench Scientists and enable ML/AI tool creation and adoption. Our team specializes in building Data Pipelines and Applications for data acquisition, collection, storage, transformation, linkage, and sharing. As a Software Engineer in the Solutions Engineering capability, you will work closely with Data Engineers, Product Leaders, and Tech/ML Ops, as well as directly with key partners including Computational Scientists and Research Scientists. You will build robust and scalable systems that unlock the potential of diverse scientific data, accelerating the discovery and development of life-changing treatments. Key Responsibilities Technical Leadership: Provide strategic and tactical technical leadership for ongoing initiatives. Identify new opportunities with an eye for consolidation, deprecation, and building common solutions. System Design: Responsible for technical excellence, ensuring solutions are innovative, best-in-class, and integrated by delivering data flows and pipelines across key domains like Research Biology, Drug Discovery, and Translational Medicine. Architecture: Learn, deeply understand, and improve Data Workflows, Application Architecture, and Data Ecosystems by leveraging standard patterns (layered architecture, microservices, event-driven, multi-tenancy). Collaboration: Understand and influence technical decisions around data workflows and application development while working collaboratively with key partners. AI/ML Integration: Integrate diverse sets of data to power AI/ML and Natural Language Search, enabling downstream teams working on Workflows, Visualization, and Analytics. Facilitate the implementation of AI models. Who You Are Education: Bachelor's or Master's degree in Computer Science or similar technical field, or equivalent experience. Experience: 7+ years of experience in software engineering (Principal Software Engineer level). 12+ years of experience (Sr. Principal Software Engineer level). Full Stack Expertise: Deep experience in full-stack development is required. Strong skills in building Front Ends using JavaScript, React (or similar libraries) as well as Backends using high-level languages like Python or Java. Data & Cloud: Extensive experience with Databases, Data Analytics (SQL/NoSQL, ETL, ELT), and APIs (REST, GraphQL). Extensive experience working on cloud-native architectures in public clouds (ideally AWS) is preferred. Engineering Best Practices: Experience building data applications that are highly reliable, scalable, performant, secure, and robust. You adopt and champion Open Source, Cloud First, API First, and AI First approaches. Communication: Outstanding communication skills, capable of articulating technical concepts clearly to diverse audiences, including executives and globally distributed technical teams. Mentorship: Ability to provide technical mentorship to junior developers and foster professional growth. Domain Knowledge (Preferred): Ideally, you are a full-stack engineer with domain knowledge in biology, chemistry, drug discovery, translational medicine, or a related scientific discipline. Compensation & Benefits Competitive salary range commensurate with experience (Principal and Senior Principal levels available). Discretionary annual bonus based on individual and company performance. Comprehensive benefits package. Relocation benefits are available. Work Arrangement Onsite presence on the San Francisco Bay Area campus is expected at least 3 days a week.

Thank you for stopping by to take a look at the Data Integration Engineer role I posted here on LinkedIN, I appreciate it. If you have read my s in the past, you will recognize how I write job descriptions. If you are new, allow me to introduce myself. My name is Tom Welke. I am Partner & VP at RSM Solutions, Inc and I have been recruiting technical talent for more than 23 years and been in the tech space since the 1990s. Due to this, I actually write JD's myself...no AI, no 'bots', just a real live human. I realized a while back that looking for work is about as fun as a root canal with no anesthesia...especially now. So, rather than saying 'must work well with others' and 'team mindset', I do away with that kind of nonsense and just tell it like it is. So, as with every role I work on, social fit is almost as important as technical fit. For this one, technical fit is very very important. But, we also have some social fit characteristics that are important. This is the kind of place that requires people to dive in and learn. The hiring manager for this one is actually a very dear friend of mine. He said something interesting to me not all that long ago. He mentioned, if you aren't spending at least an hour a day learning something new, you really are doing yourself a disservice. This is that classic environment where no one says 'this is not my job'. So that ability to jump in and help is needed for success in this role. This role is being done onsite in Irvine, California. I prefer working with candidates that are already local to the area. If you need to relocate, that is fine, but there are no relocation dollars available. I can only work with US Citizens or Green Card Holders for this role. I cannot work with H1, OPT, EAD, F1, H4, or anyone that is not already a US Citizen or Green Card Holder for this role. For this role, you will be working with a team of about 6 other data centric individuals. That team is a mix of ML Cluster engineers, db engineers and a BA. You won't really be working that much on requirements gathering, as that is something that the BA on the team does. But, if you have worked on requirements gathering, documentation, process flow diagramming and so on, that would be great to see, as partnering with the BA would be a great thing to see in the candidate chosen for this role. You will design, build and operate batch & streaming pipelines that move data from SQL Server, MongoDB, legacy files, and third-party APIs into this client's Data Vault warehouse and machine-learning (ML) cluster, ensuring that data is accurate, timely, and analytics-ready. This role blends hands-on ETL/ELT development in SSIS, Spark, Runbooks, and Azure Data Factory with data-modeling expertise (hubs, links, satellites) to support scalable reporting, predictive models, and AI agents. Working closely with development team and cross-functional product teams. Here are some of those key responsibilities: Design, develop, and deploy incremental and full load pipelines using SSIS, Spark, Runbooks and Azure Data Factory to ingest data into landing, raw, and curated layers of the Data Vault. Build CDC (change data capture) solutions to minimize latency for downstream reporting and ML features. Automate schema evolution and metadata population for hubs, links, and satellites. Implement validation rules, unit tests, and data quality frameworks to enforce referential integrity and conformance to business rules. Maintain a requirements traceability matrix and publish data lineage documentation Metadata Management / SSAS models. This includes partnering with this team's BA to translate user stories into technical interfaces and mapping specs. Create CI/CD pipelines (Azure DevOps, Git) to version ETL code, infrastructure as code, and automated tests. Develop PowerShell/.NET utilities to orchestrate jobs, manage secrets, and push metrics to Grafana or Azure Monitor. Benchmark and tune Spark, SQL, and SSIS performance; recommend index strategies, partitioning, and cluster sizing strategies for cost/performance balance. Stay current with emerging integration patterns (e.g., event driven architectures, Delta Lake) and propose pilots for adoption. Here is what we are seeking in terms of requirements for this role: 4+ years building data integration with MS SQL, SSIS, and Spark. At least 2 years of ML Cluster build experience. At least 2 years of experience with Data Vault. Strong T SQL, Python/Scala for Spark, PowerShell/.NET scripting; working knowledge of MongoDB aggregation, SSAS tabular models, and Git CI/CD. Data Vault 2.0 certification a plus. Excellent problem solving, communication, and stakeholder management abilities.

Jacobs Levy Equity Management, located in Florham Park, NJ, is seeking a C# Engineer/Developer for application development. This role will assist in building and maintaining C# GUI and workflow application systems that support our financial application development. Primary Responsibilities The successful candidate will be responsible for developing and supporting the financial applications in the firm, including the following: Partner with Finance, Accounting and Compliance on how best to use the technology platform to optimize the business processes Collaborate with business users to gather requirements and incorporate User Experience (UX) enhancements to the workflow management applications Work closely with the development team to incorporate additional data feeds, and design and develop visual workflows Demonstrate a strong commitment to product quality: provide manual testing of the applications as needed and automate comprehensive testing Facilitate QA and UAT efforts for production systems Build scripts and utility tools to help the development team, as needed Requirements Master's degree in Engineering/Computer Science or equivalent 3+ years of experience in C# programming, industry experience with C++ is a big plus Must have working knowledge of back-office workflows and operations Strong knowledge of Accounting processes; Working knowledge of Advent Geneva is a big plus 3+ years of experience with Microsoft SQL Server 3+ years of experience in the financial services industry is preferred Able to deliver product enhancements on time with quality in a fast-paced environment Good communication skills and the ability to work well in a team Strong troubleshooting and reasoning skills

Required Qualifications: Excellent communication and collaboration skills Ability and desire to learn new technologies and support the continuous improvement of the team's processes Working knowledge in developing C# .NET web applications (.NET core is a plus) Proficient in the following: React, Angular, MVC framework (At least one) Knowledge of Agile development methodologies, especially Scrum Must be prepared to show and/or discuss examples of previously developed systems/applications Experience designing relational databases Additional Beneficial Qualifications: Experience using AI tools to enhance software development work Experience developing applications using a microservices architecture Experience working as part of a Scrum team Experience building web applications using Amazon Web Services (AWS) cloud services (or other cloud platforms) Proficient in the following: SQL Server, DocumentDB/MongoDB Automotive or other manufacturing/engineering industry experience

We are actively searching for a Distributed Systems Engineer to join our team on a permanent basis. In this founding engineer role you will focus on building next-generation data infrastructure for our AI platform. If you have a passion for distributed systems, unified storage, orchestration, and retrieval for AI workloads we would love to speak with you. Our office is located in downtown SF and we collaborate two days a week onsite. Your Rhythm: Design, build, and maintain data infrastructure systems such as distributed compute, data orchestration, distributed storage, streaming infrastructure, machine learning infrastructure while ensuring scalability, reliability, and security Ensure our data platform can scale by orders of magnitude while remaining reliable and efficient Tackle complex challenges in distributed systems, databases, and AI infrastructure Collaborate with technical leadership to define and refine the product roadmap Write high-quality, well-tested, and maintainable code Contribute to the open-source community and engage with developers in the space Your Vibe: 3+ years of professional distributed database systems experience Expertise in building and operating scalable, reliable and secure database infrastructure systems Strong knowledge around distributed compute, data orchestration, distributed storage, streaming infrastructure Strong knowledge of SQL and NoSQL databases, such as MySQL, Postgres, and MongoDB. Programming skills in Python Passion for building developer tools and scalable infrastructure Available to collaborate onsite 2 days a week Our Vibe: Relaxed work environment 100% paid top of the line health care benefits Full ownership, no micro management Strong equity package 401K Unlimited vacation An actual work/life balance, we aren't trying to run you into the ground. We have families and enjoy life too!

We are actively searching for a Distributed Systems Engineer to join our team on a permanent basis. In this founding engineer role you will focus on building next-generation data infrastructure for our AI platform. If you have a passion for distributed systems, unified storage, orchestration, and retrieval for AI workloads we would love to speak with you. Our office is located in downtown SF and we collaborate two days a week onsite. Your Rhythm: Design, build, and maintain data infrastructure systems such as distributed compute, data orchestration, distributed storage, streaming infrastructure, machine learning infrastructure while ensuring scalability, reliability, and security Ensure our data platform can scale by orders of magnitude while remaining reliable and efficient Tackle complex challenges in distributed systems, databases, and AI infrastructure Collaborate with technical leadership to define and refine the product roadmap Write high-quality, well-tested, and maintainable code Contribute to the open-source community and engage with developers in the space Your Vibe: 3+ years of professional distributed database systems experience Expertise in building and operating scalable, reliable and secure database infrastructure systems Strong knowledge around distributed compute, data orchestration, distributed storage, streaming infrastructure Strong knowledge of SQL and NoSQL databases, such as MySQL, Postgres, and MongoDB. Programming skills in Python Passion for building developer tools and scalable infrastructure Available to collaborate onsite 2 days a week Our Vibe: Relaxed work environment 100% paid top of the line health care benefits Full ownership, no micro management Strong equity package 401K Unlimited vacation An actual work/life balance, we aren't trying to run you into the ground. We have families and enjoy life too!

We are actively searching for a Distributed Systems Engineer to join our team on a permanent basis. In this founding engineer role you will focus on building next-generation data infrastructure for our AI platform. If you have a passion for distributed systems, unified storage, orchestration, and retrieval for AI workloads we would love to speak with you. Our office is located in downtown SF and we collaborate two days a week onsite. Your Rhythm: Design, build, and maintain data infrastructure systems such as distributed compute, data orchestration, distributed storage, streaming infrastructure, machine learning infrastructure while ensuring scalability, reliability, and security Ensure our data platform can scale by orders of magnitude while remaining reliable and efficient Tackle complex challenges in distributed systems, databases, and AI infrastructure Collaborate with technical leadership to define and refine the product roadmap Write high-quality, well-tested, and maintainable code Contribute to the open-source community and engage with developers in the space Your Vibe: 3+ years of professional distributed database systems experience Expertise in building and operating scalable, reliable and secure database infrastructure systems Strong knowledge around distributed compute, data orchestration, distributed storage, streaming infrastructure Strong knowledge of SQL and NoSQL databases, such as MySQL, Postgres, and MongoDB. Programming skills in Python Passion for building developer tools and scalable infrastructure Available to collaborate onsite 2 days a week Our Vibe: Relaxed work environment 100% paid top of the line health care benefits Full ownership, no micro management Strong equity package 401K Unlimited vacation An actual work/life balance, we aren't trying to run you into the ground. We have families and enjoy life too!

We are actively searching for a Distributed Systems Engineer to join our team on a permanent basis. In this founding engineer role you will focus on building next-generation data infrastructure for our AI platform. If you have a passion for distributed systems, unified storage, orchestration, and retrieval for AI workloads we would love to speak with you. Our office is located in downtown SF and we collaborate two days a week onsite. Your Rhythm: Design, build, and maintain data infrastructure systems such as distributed compute, data orchestration, distributed storage, streaming infrastructure, machine learning infrastructure while ensuring scalability, reliability, and security Ensure our data platform can scale by orders of magnitude while remaining reliable and efficient Tackle complex challenges in distributed systems, databases, and AI infrastructure Collaborate with technical leadership to define and refine the product roadmap Write high-quality, well-tested, and maintainable code Contribute to the open-source community and engage with developers in the space Your Vibe: 3+ years of professional distributed database systems experience Expertise in building and operating scalable, reliable and secure database infrastructure systems Strong knowledge around distributed compute, data orchestration, distributed storage, streaming infrastructure Strong knowledge of SQL and NoSQL databases, such as MySQL, Postgres, and MongoDB. Programming skills in Python Passion for building developer tools and scalable infrastructure Available to collaborate onsite 2 days a week Our Vibe: Relaxed work environment 100% paid top of the line health care benefits Full ownership, no micro management Strong equity package 401K Unlimited vacation An actual work/life balance, we aren't trying to run you into the ground. We have families and enjoy life too!

Northern Trust is proud to provide innovative financial services and guidance to the world's most successful individuals, families, and institutions by remaining true to our enduring principles of service, expertise, and integrity. With more than 130 years of financial experience and over 22,000 partners, we serve the world's most sophisticated clients using leading technology and exceptional service. Overview The Principal, SOD/RBAC (Segregation/Separation of Duties & Role-Based Access Control) is responsible for implementing and overseeing a governance framework for SOD and RBAC at Northern Trust. This role is pivotal in formulating and executing strategic roadmaps for first-line IAM (Identity & Access Management) practices. The role will be responsible for developing and implementing SoD and RBAC policies and controls to ensure compliance with regulatory requirements, industry standards, and best practices. Additionally, this position will manage a team that will be responsible for implementing advanced IGA functions, include RBAC and SOD. As an IAM leader, the selected candidate will partner with IAM architecture, engineering, operations and program teams to ensure that identity governance and administration strategy and roadmaps are in alignment with other IAM capabilities and towers of work. Key Responsibilities Implement the strategic technology and operational objectives for the identity governance and administration (IGA) tower of the Northern Trust (NT) IAM Organization Serve as a people manager for the IGA function, aligning its capabilities to business and technology team objectives Responsible for developing and implementing advanced IGA functions, including Role Based Access design and implementation and Segregation of Duties and Toxic Combination identification and remediation Responsible for defining, maintaining and enhancing rule-set ownership for SOD and RBAC Define and operationalize identification and remediation of toxic combinations for both centralized and de-centralized applications Define and operationalize process for creating new roles and on-going role verification Design and oversee the implementation of access control mechanisms to ensure secure, timely and controlled access to systems, applications and data Enforce IGA Tower standards and controls across NT, whether applications and platforms are centrally or de-centrally managed Establish sustainable model for SOD and RBAC processes and procedures Responsible for responding to audit and regulatory inquiries in partnership with other IAM, IT and Risk leadership teams Develop metrics and reports to measure and track effectiveness of SoD and RBAC policies and controls that are provided to all levels of NT leadership Work closely with IT security, compliance and audit teams to ensure IAM policies and controls meet regulatory requirements and industry standards Stay up-to-date with industry trends and emerging technologies related to IAM, SoD and RBAC, and apply best practices to improve the organization's IAM program Leadership & Skills Strong team management skills. Conducts performance management and career development processes, and staffing and disciplinary actions. Leads resource planning and metrics Develops periodic goals, organizes the work, sets short-term priorities, monitors all activities, and ensures timely and accurate completion of the work. Operates independently; has in-depth knowledge of business unit / function As an IAM subject area expert, provides comprehensive, in-depth consulting and leadership to team and partners at a high technical level Carries out activities that are large in scope, cross-functional and technically difficult Role is balanced between high level operational execution and development, and execution of strategic direction of business function activities Responsible for direct interaction with different committees and/or management Strategic in developing, implementing and administering programs within functional areas Qualifications Broad understanding of identity and access management, with expert knowledge in identity governance and administration Understanding of identity related regulatory requirements for all global regions Strong aptitude to develop and maintain internal and external business relationships and to leverage those relationships in pursuit of day-to-day goals and responsibilities Excellent consultative skills Excellent oral and written communication skills are required In-depth Functional / Industry Knowledge is required Knowledge of information security, network management, operating systems, software development, database systems and information technology concepts needed to effectively manage the group Analytical and problem-solving skills are required Leadership and organizational skills are required to develop periodic goals and to manage and motivate team members towards the goals set A College or University degree and/or relevant proven work experience is required Industry certification such as CISSP, CISM, CISA, Cisco, SANS, etc. is preferred

Founded in 2005, CIFC Asset Management LLC (including its affiliates, “CIFC”) is a global credit manager focused across multiple disciplines - CLOs, structured credit, corporate credit, opportunistic credit, and direct lending. Serving institutional investors globally, CIFC is a SEC-registered investment manager with approximately $47 billion in assets under management as of May 31, 2024. For more information, please visit ******************** POSITION OVERVIEW The Sr. Systems Engineer will play a critical role in designing, implementing, and maintaining CIFC's core infrastructure systems to ensure high availability, security, and scalability. Reporting to the Co-Heads of Infrastructure, this individual will work closely with IT leadership and cross-functional teams to support business operations and strategic initiatives. The role requires 4 days per week in the office (subject to change) and demands a proactive, detail-oriented professional with deep technical expertise and strong problem-solving skills. KEY RESPONSIBILITIES Design, implement, and maintain enterprise infrastructure leveraging Microsoft Azure, Windows Server, and Active Directory. Administer and optimize on-premises and cloud environments for performance, reliability, and scalability. Ensure security compliance through identity management, patching, and adherence to regulatory standards. Develop automation scripts and workflows using PowerShell to streamline operational tasks. Monitor system performance, configure alerts, and respond promptly to incidents to minimize downtime. Maintain and enhance ITSM platform for service delivery and meeting SLA targets. Collaborate with cross-functional teams and vendors to support infrastructure projects and initiatives. Maintain global knowledgebase, configurations, and operational procedures. Lead assigned infrastructure projects from planning through execution, ensuring alignment with business objectives. Support end-user requests to ensure business productivity. Work with vendors and partners on collaborative projects. SKILLS, EXPERIENCE & ATTRIBUTES REQUIRED Bachelor's degree in Information Technology or related field Advanced Certifications (e.g., Microsoft Certified: Azure Administrator, VMWare Cisco, Citrix, etc.) are strongly preferred Strong experience with Microsoft Azure, Office 365 Administration, Windows Server, Active Directory, Group Policy, DNS/DHCP, and virtualization technologies (Azure/Hyper-V). Preferred experience (is a plus) with Microsoft Defender, Azure Sentinel, MSSQL management, enterprise firewalls, Azure DevOps management, Kubernetes management Familiarity with cloud networking, identity and access management, and hybrid environments. Knowledge of Zero Trust architecture, endpoint security, and disaster recovery planning. Excellent communication and collaboration skills; ability to work independently and in a team environment. Strong analytical and troubleshooting abilities with a proactive approach to problem-solving. Proficiency in PowerShell scripting, automation, and monitoring tools (e.g., Azure Monitor, PRTG). Featured Benefits Medical, Vision, and Dental insurance 401(k) with company match Paid maternity and paternity leave Tuition assistance Disability insurance Flexible spending accounts

At American Express, our culture is built on a 175-year history of innovation, shared values and Leadership Behaviors, and an unwavering commitment to back our customers, communities, and colleagues. As part of Team Amex, you'll experience this powerful backing with comprehensive support for your holistic well-being and many opportunities to learn new skills, develop as a leader, and grow your career. Here, your voice and ideas matter, your work makes an impact, and together, you will help us define the future of American Express. How will you make an impact in this role? The objective of the Technology Control Management Associate- Risk Assessments Control Assessments and Reporting team is to identify, assess, mitigate, and report on risks within Technology to ensure adherence to regulatory standards, policies. Technology is looking for an Analyst focused on ensuring control management is embedded in the day-to-day operations of our organization. It will involve working in a fast-paced environment where extensive collaboration with multiple partners across numerous business units, functional areas, and geographies is required Associate- Risk Identification, Assessments, Control Testing and Reporting will: Conduct Risk and Control Self Risk Assessment for business unit (RCSA experience) Document and project manage deliverables to completion Categorize controls and map to risks (e.g., cross-BU process-control mapping) Design and test controls Understanding of design effectiveness and operating effectiveness concepts when evaluating control effectiveness Proactively help identify certain areas of high-risk for intervention (e.g., automated alerts generated for high-risk areas signal need for intervention and focus), including conducting independent quality assurance and vertical process testing Support thematic risk reporting (levels, trends, causes) Required Qualifications: 3- 5 + Years experience in risk management in the 1LOD or at a consulting firm Understanding of critical operational risk management lifecycle activities, IT risk management, internal/external audit, SOX/ITGC testing, or controls assurance Experience in process governance, with an understanding of processes that align with policies, regulatory frameworks, and/or operational standards Analytical and problem-solving skills, with an ability to analyze data, identify trends, and evaluate risk scenarios effectively Excellent project management skills, highly proficient in Excel and PowerPoint, highly detail-oriented, good communication, and interpersonal skills Ability to work in a fast-paced, demanding environment Preferred Qualifications: Bachelor's Degree in Finance, Business, Risk Mgmt., or related field; advanced degrees (e.g., MBA, MSc) or certifications are advantageous Previous technology/cyber risk experience Experience in at least one of the following: Supporting identification of risks throughout business processes and systems Facilitating risk assessment performance in addition to further assessments and testing programs to ensure regulatory and internal standards are met Supporting independent control monitoring, including identification of control improvements Supporting the identification of areas of risk for intervention, including conducting independent quality assurance and process testing Experience in the financial services industry Relevant industry certifications - CISSP, CRISC, CISM, CISA, etc. Compliance Language We back you with benefits that support your holistic well-being so you can be and deliver your best. This means caring for you and your loved ones' physical, financial, and mental health, as well as providing the flexibility you need to thrive personally and professionally: Competitive base salaries Bonus incentives 6% Company Match on retirement savings plan Free financial coaching and financial well-being support Comprehensive medical, dental, vision, life insurance, and disability benefits Flexible working model with hybrid, onsite or virtual arrangements depending on role and business need 20+ weeks paid parental leave for all parents, regardless of gender, offered for pregnancy, adoption or surrogacy Free access to global on-site wellness centers staffed with nurses and doctors (depending on location) Free and confidential counseling support through our Healthy Minds program Career development and training opportunities For a full list of Team Amex benefits, visit our Colleague Benefits Site. American Express is an equal opportunity employer and makes employment decisions without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran status, disability status, age, or any other status protected by law. American Express will consider for employment all qualified applicants, including those with arrest or conviction records, in accordance with the requirements of applicable state and local laws, including, but not limited to, the California Fair Chance Act, the Los Angeles County Fair Chance Ordinance for Employers, and the City of Los Angeles' Fair Chance Initiative for Hiring Ordinance. For positions covered by federal and/or state banking regulations, American Express will comply with such regulations as it relates to the consideration of applicants with criminal convictions. We back our colleagues with the support they need to thrive, professionally and personally. That's why we have Amex Flex, our enterprise working model that provides greater flexibility to colleagues while ensuring we preserve the important aspects of our unique in-person culture. Depending on role and business needs, colleagues will either work onsite, in a hybrid model (combination of in-office and virtual days) or fully virtually. US Job Seekers - Click to view the “Know Your Rights” poster. If the link does not work, you may access the poster by copying and pasting the following URL in a new browser window: *************************** Employment eligibility to work with American Express in the U.S. is required as the company will not pursue visa sponsorship for these positions.

Northern Trust is proud to provide innovative financial services and guidance to the world's most successful individuals, families, and institutions by remaining true to our enduring principles of service, expertise, and integrity. With more than 130 years of financial experience and over 22,000 partners, we serve the world's most sophisticated clients using leading technology and exceptional service. We are seeking a dynamic and innovative Test Architect to lead our Azure Infrastructure as Code (IaC) quality assurance initiatives and contribute to application development projects leveraging Python, Spring Boot, and React. This role bridges the domains of cloud infrastructure, automated testing, and modern application engineering, making it ideal for a technical leader passionate about DevOps, platform reliability, and developer productivity. Role Overview As a Test Architect, you will be responsible for designing and implementing robust quality frameworks for Azure-based IaC solutions, driving the adoption of automation best practices, and ensuring infrastructure consistency and compliance across multiple environments. You will also play a key role in developing and integrating supporting applications-ranging from automation scripts to dashboards-using Python for backend logic and Spring Boot/React for full-stack web development. Key Responsibilities Architect and evolve comprehensive automated test strategies for Azure IaC, focusing on Terraform, ARM/Bicep, and policy compliance. Lead the development of Python-based automation tools and scripts for test execution, resource provisioning, configuration validation, and infrastructure reporting. Design, build, and maintain user-facing dashboards, reporting tools, and workflow automation platforms using Spring Boot and React, enabling data-driven insights into IaC test coverage, drift management, and compliance posture. Integrate IaC quality gates into CI/CD systems such as GitHub Actions, ensuring all code deployments pass automated test suites and drift detection scans before promotion. Establish and refine frameworks for drift detection, root cause analysis, and remediation, leveraging both native Azure services and custom-developed solutions. Collaborate with architects, security specialists, and application developers to align infrastructure test practices with organizational goals, compliance requirements, and evolving cloud technologies. Promote best practices through code reviews, technical workshops, and documentation. Design, implement, and maintain comprehensive automated testing suites for Azure IaC using python. Develop, execute, and refine test cases to validate infrastructure modules, deployments, and policies in Azure environments. Develop, enhance, and maintain supporting applications and tools using Python, Spring Boot, and React, facilitating automation, reporting, and dashboarding for IaC quality and drift management. Monitor, report, and remediate infrastructure drift, using tools and frameworks for continuous compliance and configuration management. Maintain detailed documentation on test coverage, drift findings, and corrective actions taken to ensure auditability and traceability. Conduct root cause analysis for infrastructure failures and propose solutions to improve test coverage and resilience. Stay up-to-date with Azure platform enhancements, testing tools, and industry trends in cloud IaC quality, governance, and full-stack development. Required Skills & Qualifications Bachelor's or master's degree in computer science, Engineering, or a related technical discipline. 14+ years of experience in cloud infrastructure engineering and automated testing, with a minimum of 3 years focused on Azure public cloud. Expertise in infrastructure automation using Terraform, ARM templates, and Bicep within Azure environments. Advanced proficiency in Python for developing test automation, orchestration logic, and data processing pipelines. Strong background in full-stack application development, including building RESTful APIs and web applications with Spring Boot (Java) and React. Hands-on experience with configuration management, monitoring, and compliance tools native to Azure, as well as industry-standard frameworks (e.g., Terratest, Pester). Track record of integrating infrastructure quality assurance into modern CI/CD pipelines. Excellent analytical, problem-solving, and communication skills, with an emphasis on technical documentation and cross-functional collaboration. Proficient in supporting, maintaining, and enhancing Spring Boot applications, ensuring seamless integration with backend services, optimized performance, and robust security for enterprise-scale cloud environments. Extensive hands-on experience with Azure-native monitoring tools such as Azure Monitor, Log Analytics, and Application Insights, enabling proactive detection and resolution of infrastructure issues. Proficiency in integrating monitoring frameworks with automated test suites and reporting dashboards, ensuring visibility into resource health, compliance drift, and system performance. Preferred Skills Experience with multi-cloud environments (AWS, GCP) and hybrid IaC strategies. Familiarity with containerization (Docker, Kubernetes/AKS) and microservices architectures. Background in building secure, compliant platforms within regulated industries. Expertise in workflow automation, event-driven architectures, and data visualization using Python, Spring Boot, and React. Experience with TypeScript, Next.js, or other modern JavaScript frameworks. Familiarity with CI/CD tools such as Jenkins, GitLab CI, or GitHub Actions. Understanding of security best practices (OWASP, JWT, OAuth2, SSO). Background in performance optimization, caching strategies, and application monitoring. Exposure to automated testing tools (Jest, Mocha, Selenium, JUnit). Strong analytical, troubleshooting, and debugging skills. Relevant Azure and DevOps certifications (AZ-104, AZ-305, DevOps Engineer Expert) are strongly preferred.

Must Have Technical/Functional Skills • Experience with industrial and collaborative robots (e.g., UR, KUKA, ABB, FANUC) • Proficiency in robot programming languages (Python, C++, KRL, RAPID, URScript) • Familiarity with camera calibration tools (OpenCV, ROS calibration packages) • Understanding of kinematics, dynamics, and motion control systems • Experience with ROS/ROS2 and hardware-software interfacing • Strong troubleshooting skills and attention to detail in hardware validation Roles & Responsibilities • Install and configure robot arms, end-effectors (grippers), cameras, and other sensors • Perform system calibration including camera calibration, hand-eye calibration, and sensor alignment • Conduct inverse kinematics (IK) testing and validation for robotic motion planning • Integrate hardware components with control software and perception systems • Troubleshoot and optimize hardware setups for reliability and performance • Collaborate with AI, simulation, and software teams to support model deployment and testing • Maintain documentation of hardware configurations, calibration parameters, and integration workflows Generic Managerial Skills, If any The engineers will play a critical role in bridging simulation and deployment pipelines for advanced perception systems. Base Salary Range: $130,000 - $170,000 per annum TCS Employee Benefits Summary: Discretionary Annual Incentive. Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans. Family Support: Maternal & Parental Leaves. Insurance Options: Auto & Home Insurance, Identity Theft Protection. Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement. Time Off: Vacation, Time Off, Sick Leave & Holidays. Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.