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| Year | # of jobs | % of population |
|---|---|---|
| 2021 | 2,912 | 0.00% |
| 2020 | 2,781 | 0.00% |
| 2019 | 263 | 0.00% |
| 2018 | 7,803 | 0.00% |
| 2017 | 8,387 | 0.00% |
| Year | Avg. salary | Hourly rate | % Change |
|---|---|---|---|
| 2025 | $90,902 | $43.70 | +3.4% |
| 2024 | $87,906 | $42.26 | +2.3% |
| 2023 | $85,916 | $41.31 | +2.5% |
| 2022 | $83,837 | $40.31 | +3.0% |
| 2021 | $81,390 | $39.13 | +0.4% |
| Rank | State | Population | # of jobs | Employment/ 1000ppl |
|---|---|---|---|---|
| 1 | District of Columbia | 693,972 | 769 | 111% |
| 2 | Virginia | 8,470,020 | 3,099 | 37% |
| 3 | Maryland | 6,052,177 | 2,131 | 35% |
| 4 | Rhode Island | 1,059,639 | 356 | 34% |
| 5 | Delaware | 961,939 | 326 | 34% |
| 6 | Vermont | 623,657 | 208 | 33% |
| 7 | Massachusetts | 6,859,819 | 1,764 | 26% |
| 8 | Utah | 3,101,833 | 803 | 26% |
| 9 | Washington | 7,405,743 | 1,825 | 25% |
| 10 | Oregon | 4,142,776 | 1,052 | 25% |
| 11 | North Dakota | 755,393 | 190 | 25% |
| 12 | Nebraska | 1,920,076 | 455 | 24% |
| 13 | New Hampshire | 1,342,795 | 305 | 23% |
| 14 | Montana | 1,050,493 | 240 | 23% |
| 15 | Minnesota | 5,576,606 | 1,239 | 22% |
| 16 | Colorado | 5,607,154 | 1,218 | 22% |
| 17 | South Dakota | 869,666 | 192 | 22% |
| 18 | New Jersey | 9,005,644 | 1,851 | 21% |
| 19 | Kansas | 2,913,123 | 610 | 21% |
| 20 | Wyoming | 579,315 | 120 | 21% |
| Rank | City | # of jobs | Employment/ 1000ppl | Avg. salary |
|---|---|---|---|---|
| 1 | Fairfax | 2 | 8% | $90,178 |
| 2 | Ashburn | 2 | 5% | $90,098 |
| 3 | Alpharetta | 2 | 3% | $94,439 |
| 4 | Reston | 2 | 3% | $90,158 |
| 5 | Wilmington | 2 | 3% | $78,767 |
| 6 | Annapolis | 1 | 3% | $92,486 |
| 7 | Hartford | 3 | 2% | $88,751 |
| 8 | Baton Rouge | 2 | 1% | $87,669 |
| 9 | Plano | 2 | 1% | $91,932 |
| 10 | Atlanta | 2 | 0% | $94,503 |
| 11 | Boston | 2 | 0% | $94,445 |
| 12 | Denver | 2 | 0% | $89,779 |
| 13 | Memphis | 2 | 0% | $86,197 |
| 14 | New York | 2 | 0% | $93,791 |
| 15 | Phoenix | 2 | 0% | $91,906 |
| 16 | San Antonio | 2 | 0% | $92,769 |
| 17 | Washington | 2 | 0% | $94,704 |
Eastern Washington University
Nova Southeastern University
Southern Illinois University Edwardsville
Mount St. Joseph University
University of Richmond
Idaho State University

University of Hawaii at Hilo
University of Tulsa
University of Minnesota - Crookston

Gannon University
Keiser University Latin American Campus.

Eastern Washington University
Auburn University at Montgomery

University of New Haven

Murray State University

Allegheny College

Saint Xavier University

Taylor University
John Brown University
Rider University
Eastern Washington University
Computer Software And Media Applications
Dan Tappan: This field changes so rapidly, it's hard to predict. Artificial intelligence has really taken off recently. There's no clear distinction between AI, machine learning, big data, and related areas anymore. They all blend together. These aren't just used as solutions to problems; they're also playing an ever-larger role in the tools we use to solve those problems. ChatGPT, for example, helps in writing documentation, and Google products help in writing code. Solid skills in these areas can streamline the development process.
Dr. Frank Mitropoulos Ph.D.: As we look toward the future of careers in Computer Applications, several skills stand out for their growing importance. These skills revolve around specific technologies that are expected to continue to grow and evolve. Technologies related to Cloud Computing, Artificial Intelligence (AI), Cybersecurity, and Data Science are quickly evolving and being applied across the technology sector. Cloud Computing: Given the widespread adoption of Cloud services, Cloud computing expertise is indispensable. Understanding how to leverage platforms like Azure, AWS, and Google Cloud is crucial to developing scalable, efficient solutions that meet business needs. Artificial Intelligence: AI and Machine Learning are transforming the world. Skills in these areas to solve real-world problems will be even more critical in the future. Cybersecurity: Digital threats are becoming more sophisticated. Safeguarding data, networks, and systems will require encryption, intrusion detection, development, and regulation skills. Data Science: Skills in Data Science will be increasingly sought after as businesses embrace data-driven decision-making. Extracting meaningful insights from extensive datasets and effectively communicating these findings will be essential. Soft skills: Finally, soft skills such as teamwork, problem-solving, and effective communication cannot be overlooked. Adapting, communicating, and leading will be essential for success.
Ahmed Imteaj PH.D.: Research Salary Trends: Before entering the job market, research salary trends for entry-level positions in your field and location. Websites like Glassdoor, PayScale, and LinkedIn Salary can provide valuable insights into typical salary ranges for different roles.
Acquire In-Demand Skills: Identify in-demand skills and technologies in your field and focus on acquiring them through coursework, certifications, internships, or personal projects. Skills such as machine learning, cloud computing, cybersecurity, and data science are highly valued and can command higher salaries.
Gain Relevant Experience: Prioritize gaining relevant experience through internships, co-op programs, part-time jobs, or freelance projects. Practical experience can significantly increase your market value and make you more attractive to employers.Customize Your Resume and Cover Letter: Tailor your resume and cover letter to highlight your relevant skills, experiences, and achievements that align with the job requirements. Highlighting your unique qualifications can increase your chances of landing interviews and negotiating a higher salary.
Prepare for Salary Negotiations: Before entering salary negotiations, research the typical salary range for the position and location, considering factors such as cost of living and industry standards. Practice articulating your value proposition and be prepared to negotiate confidently for a salary that reflects your skills, experience, and market value.
Consider Additional Benefits: In addition to salary, consider other benefits and perks offered by employers, such as health insurance, retirement plans, paid time off, flexible work arrangements, professional development opportunities, and bonuses. These benefits can add significant value to your overall compensation package.
Mount St. Joseph University
Special Education And Teaching
Rebecca Allen: AI, for sure. I have heard it said that AI might not replace humans, rather humans who know how to use AI well may replace humans who don't.
University of Richmond
Computer/Information Technology Administration And Management
Ahmed Temani: A lot of the buzz is about using chatbots to improve coding efficiency. However, there is a great need for systems level thinking and design as software is deployed across cloud and edge computing devices. Gaining more experience in systems design provides you with additional skills that complement whatever AI-based technology gets deployed.
Ahmed Temani: This one I'm not sure how to answer as it is too broad. I would say work hard and do quality work, but that seems obvious.
Nikyra Capson: Don't be afraid of being rejected. If they see a job they want, apply. Even if they don't think they'll get it, still apply. The worst thing that could happen is being told no. Not applying is an automatic no, so they might as well try.

University of Hawaii at Hilo
Department of Computer Science
Travis Mandel Ph.D.: Although computer science seems like a highly technical field, soft skills are really what differentiates software engineers. One of the most important qualities of any software engineer is explaining their code clearly at various levels of technical depth and explaining why certain design decisions were made. You could write code that does amazing things, but if that code consists of snippets you pasted from StackOverflow without really fully understanding them, it will be a huge headache for anyone who needs to come into the codebase later and maintain or update it.
Another one is asking the right questions. Imagine you are dropped into a huge codebase and asked to add a new feature (very common!). There's no time to understand everything that is going on, but on the other hand, you need to understand enough of the code to do your task effectively, which involves asking questions. A failure to ask questions will likely result in you wasting a huge amount of time working on something that is ultimately not useful, for instance, re-implementing a complex function that already exists somewhere in the codebase.
University of Tulsa
School of Accounting and CIS at the Collins College of Business
Sal Aurigemma Ph.D.: Students graduating with Information Systems and related degrees usually have little problem finding employment upon graduation. However, the pandemic upended that paradigm for some. For those who recently graduated and are still looking for employment, keep the faith and develop your technical skills. Developers should show prospective employers that they are familiar with agile programming methodologies and modern DevOps stacks and processes. Data analysts should be focused on presenting their ability to work with structured and unstructured data, effectively query data using SQL & NoSQL, and, most importantly, provide actionable insight by making data accessible and relatable to decision-makers at all levels of an organization. Those interested in cloud architecture and cyber security careers have to keep current on their skills and certifications. Cloud engineers need to stay aware of the constant changes happening at the major providers (AWS, Azure, GCP) and, as with all other IT fields, provide tangible evidence of your skills via real projects that you have worked on. Prospective cyber security analysts should first focus on identifying their first specialization because there are too many security roles to learn them all at once, especially as beginners. Two popular entry-level cyber security jobs include information security consultant and Security Operations Center (SOC). Both of these roles require a sound foundation in networking fundamentals, vulnerability identification and mitigation, and an understanding of organizationally relevant security and privacy frameworks and regulations.
University of Minnesota - Crookston
Math, Science & Technology Department
Christine Bakke: For many years remote tech support has been a growing field, but it was not the norm. Today, remote tech support and IT management have become crucial for daily operations. Remote work requires a solid IT infrastructure, cybersecurity, capable equipment, and quality software. The need for educated and experienced MIS / ITM / CIS will continue to increase.
Trends toward remote offices will become more acceptable and common; while some companies will return to the office en masse, others will allow more flexibility or become hybrid, and some will truly embrace the remote office. Use of remote tools such as Zoom will stay strong, as they provide global access at a huge cost benefit.

Dr. Stephen Frezza Ph.D.: Breadth and depth: Computing is becoming more like engineering; where the value of the product, its lifetime risks, costs, and benefits are more critical than just it's roll-out. So the engineering competencies that have always been a part of computing will become more central. Computing is also expanding; the role of data and the shift of once-research technologies (like machine learning) into production applications will continue to require computing graduates to broaden their base and continue as learners. This will cause shifts in what is considered 'fundamental' and the need for professionals to continue to hone and redevelop their technical skill sets.
Dr. Stephen Frezza Ph.D.: Computing is ubiquitous, and with more industries moving to remote work, location is becoming less critical. If the internet reaches a place reliably, computing jobs can be located there.
Keiser University Latin American Campus.
Software Engineering and Management Information Systems (MIS) Department
Elio Rivas: Of course, due to the pandemic impact, a lot of companies have been forced to downsize. Nowadays the companies are looking for highly experienced professionals instead of new graduates. Even though the working modality has changed to remote, the exigencies/requirements for job applications are getting harder for new graduates.

Eastern Washington University
Department of Mathematics
Christian Hansen Ph.D.: In the post-pandemic era, a typical workday for a recent graduate will likely involve some form of remote work. I predict that many businesses will benefit from the reduced cost of remote infrastructure compared to the cost of maintaining brick and mortar office space. Many new graduates will continue to spend their day on a computer while collaborating in teams via Zoom and other teleconference tools. People working in disciplines that have traditionally been "on the ground" will move towards more hybrid modes of work, reducing the need for travel and participating in face-to-face meetings and training.
Dr. Semih Dinc: I personally think there may be a positive impact of this pandemic for CS graduates in medium/long term. Even if many companies have frozen or slowed down their hiring process now, I believe this is a temporary decision. There is still a big need for new CS graduates in the industry. And to me it is more clear that people realized they can work remotely for many CS related positions. This means that many companies can cut their physical office budgets and hire more remote people. One of the factors for our students is the challenges/expenses of the city they would work. Some of them do not want to move to big cities. I am assuming with more remote working opportunities graduates will have more options.

Christopher Martinez Ph.D.: The best job you can have out of college is a job you have passion for and will set you up to advance your career. If you have always wanted to work in aerospace, then you should seek out that field from the start. I hate to see students settle for a job because of pay or because they feel they can move to their dream field later.

Murray State University
Computer Science and Information Systems
Dr. Matthew Tennyson Ph.D.: A bachelor's degree in computer science is extremely valuable. It has been and continues to be one of the most valuable college degrees a student can pursue. I really think all areas of computing are in demand, but web and mobile computing might be one of the strongest. Some employers do like to see extra certifications in addition to the bachelor's degree. There are literally hundreds of certifications available in the computing industry. They all vary in the required amount of time, effort, and money. I think anything that can set a candidate apart from other candidates is valuable, and that includes any certification. I would not recommend investing thousands of dollars into additional certifications after completing a bachelor's degree, but I don't think it's a bad idea for students to pursue one of the free or lower-cost certifications that are available - especially those students who might not have strong internship experience, extracurricular activities, projects, etc. to put on their resumes. I think anything DevOps related or cloud-based like Amazon's AWS or Microsoft's Azure are especially valuable right now.

Allegheny College
Department of Computer Science and Affiliated Faculty in Integrative Informatics
Oliver Bonham-Carter Ph.D.: Pandemic has accelerated social connectivity trends using technology, including technology for remote work, and e-learning, and technology to make e-commerce more comfortable and faster. I foresee these accelerated technology trends to continue, even after the pandemic, and therefore job markets in these areas to continue to grow. Another big surge we have seen is in data analytics, which has been increasing over the last decade, and COVID-19 has spotlighted this field. I expect data analyst jobs to continue to be in demand and to grow. Also, the pandemic showed us the interconnectedness of technology with other areas. As the need to develop better solutions to fight various diseases heightens, for example, I expect jobs in biotech to grow.
Oliver Bonham-Carter Ph.D.: In the next few years, technologies related to artificial intelligence, data analytics, cloud computing, container-orchestration systems, and cybersecurity will continue to become more important and prominent. These technologies have the foundation to improve the quality of life in terms of health, education, fighting misinformation, creating better connections, fighting climate change, etc. IoT with smart devices connected online will continue to rise, thus producing more data, which will necessitate AI, data analytics, and security solutions. Additionally, I foresee 5G technology to play an essential role in the next few years, as e-commerce expands into autonomous delivery services. In the software engineering field, to enable fast, secure, and connected software development, technologies allowing to automate a part of that process, such as version control, containerization, and Kubernetes, will also become increasingly important.

James Vanderhyde: There has been a steady increase in software and IT jobs for the last 20 years, and this is not going to slow down any time soon. In the next 5 years, demand will increase, particularly in software development and cybersecurity. The technology field changes so quickly that beyond 5 years, it is difficult to make predictions. That is why we thoroughly prepare our computer science and information systems students for technology changes and career shifts to discover the best in themselves and to be prepared to meet the demand and excel within the field.
James Vanderhyde: Any big city will have lots of opportunities for computing, software, and IT work. Silicon Valley and the rest of the west coast are the most famous, but innovation is happening everywhere around the country and around the world, including here in Chicago. Chicago tech companies have hired our students upon graduation, and likewise, our graduates have found success and gratification in the field.
James Vanderhyde: The best companies to work for are companies that respect you as a person and not just a cog in the machine. They are inclusive, and they recognize and appreciate diversity. They have a track record of handling sick leave and family leave as needed. They will not expect you to eat dinner in your office and then go back to work after an already long day. All software companies experience crunch times around release dates, but the best companies do not experience constant crunch. That is a sign of poor management. The best companies will give you challenging problems to work on and reward innovation.

Taylor University
Department of Computer Science and Engineering
Dr. Jonathan Geisler: The best companies to work for are the ones that are responsive to both their customers' and employees' needs. They are the ones that have tried to be proactive during the pandemic and not just survive until everything got "back to normal." They know that a damaged workforce leads to a damaged company, and so they provide good management, encouraging everyone to be healthy mentally and physically.
Dr. Jonathan Geisler: There will be a continued increase in demand for computer engineering
graduates as computers become more heavily integrated into the fabric
of our lives. Things like self-driving cars, the Internet of Things, and
mobile computing will become more commonplace and increase the demand for engineering talent; the long-term trend of using smartphones and web-based applications will not slow, leading to an increase in the
demand for computing talent.
Dr. Ted Junseok Song: The question is not whether technology will advance or not. It is, rather, how it will advance. Professionals in the industry need to be equipped to see the customers' demand and where our society is headed. I would recommend college students to be interested in broad topics apart from topics in their major. Well-rounded people will have more opportunities to impact the future.
Rider University
Information systems
Dr. Howard Rees: Hmm, what technology? That's a question with many different levels of context. For some undergraduates in CS and IT, I would look at systems programming in massively parallel environments, application programming with particular focus on security and privacy, and data science and analytics. For other undergraduates, they might look at artificial intelligence and machine learning, for business applications especially. AI is becoming ubiquitous throughout the business, but it's often used as a "black box."
Meaning that the applications (and those "operating" them) do not understand what's happening inside. AI systems are often "designed, trained, and tested" by the provider and certified as generating the output most desired by the customer but only in a statistical sense. There is no "proof" that the AI black box is, with certainty, doing what the business customer (or the provider for that matter) thinks it is doing - it just does a good job when tested on data. There will be a significant need for tech-savvy people to design, train, monitor, and apply them so that they do not deviate from the desired goals. Such deviations can result in socially destructive business practices. As you can't properly manage what you don't understand, there is a risk in using AI too blindly. CS and IT graduates will need to help out.
Dr. Howard Rees: We're moving into a volatile time for the economy, and planning for an uncertain future is what big companies are concerned with. In many ways, the pandemic and concerns over future pandemics that we now know can be globally devastating will be a boon for CS and IT graduates. Face to face business interactions and transactions will be dramatically reduced, both in the short term and in the long run, as there will be a need to hedge against future pandemics. Everything changes from production and operations to supply chain and risk management and diversification to the nature of "office work." And all of that must be underpinned by computer technology: communications, security, data analytics. These are trends that have been developing for the past few decades but the pandemic will accelerate them, and that's all useful, if you're a CS or IT graduate with a broad base of knowledge, which provides you the freedom to adapt.