Post job

Explore jobs

Find specific jobs

Explore careers

Explore professions

Best companies

Explore companies

OverviewJobsSalary

Skills

What They DoEducationDemographicsJob DescriptionHow To HireBest CompaniesBest StatesBest CitiesRemote JobsJob OutlookCompareFull Time jobsWork From Home jobs
zippia ai icon

Automatically apply for jobs with Zippia

Upload your resume to get started.

Data migration specialist skills for your resume and career

Updated January 8, 2025
5 min read
Quoted experts
Dr. Todd Wittman Ph.D.,
Dr. Shaon Ghosh
Below we've compiled a list of the most critical data migration specialist skills. We ranked the top skills for data migration specialists based on the percentage of resumes they appeared on. For example, 7.5% of data migration specialist resumes contained etl as a skill. Continue reading to find out what skills a data migration specialist needs to be successful in the workplace.

15 data migration specialist skills for your resume and career

1. ETL

Here's how data migration specialists use etl:
  • Developed ETL Jobs using Power Center which will load data from Flat Files or Excel Files to Staging Area in Oracle.
  • Developed Solutions for business include the Extraction, Transformation, and Loading of Data between systems (ETL Process).

2. SQL Server

Here's how data migration specialists use sql server:
  • Utilize SSIS to extract, transfer, and load 1,500 data files into the SQL Server database management system.
  • Created queries to extract data from SQL Server (Source Database) to Flat Files or Excel files.

3. Data Analysis

Here's how data migration specialists use data analysis:
  • Designed SSIS Packages to extract data from 1700 databases and load data into destination databases for further Data Analysis and Reporting.
  • Worked on Source Data Analysis and creation of Data Mappings for Extraction of bulk data from various sources.

4. Data Extraction

Data extraction is the technique of retrieving and extracting the necessary data from various sources for data processing, storage, and/or analysis using tools that allow you to search through online resources. The extracted data may be structured or unstructured data. The extracted data is migrated and stored in a data warehouse, from where it is further analyzed and interpreted for business cases.

Here's how data migration specialists use data extraction:
  • Managed and implemented the data extraction and data importing procedure to ensure Data Migration integrity and quality.
  • Analyzed information gaps, data extraction, tag metadata.

5. Data Conversion

Here's how data migration specialists use data conversion:
  • Worked on a short-term Data Conversion/Migration project with heavy MS Excel use.
  • Resumed work with Maxum Petroleum after their SAP system became stabilized for more data conversions.

6. Master Data

Master data is the consistent, cohesive identifiers and extended attributes that describe the core entities of a company, including customers, prospects, citizens, vendors, locations, hierarchies, chart of accounts, and the objects around which a business is conducted. Master data enhances and improves data quality and can help eliminate data maintenance across multiple sources. Centralizing all master data enables companies to configure dedicated data governance and compliance processes.

Here's how data migration specialists use master data:
  • Managed successful iterative strategy for harmonization of SD master data.
  • Conduct master data integration workshops with functional consultants.

7. PL/SQL

Here's how data migration specialists use pl/sql:
  • Develop PL/SQL for migrating data from Oracle 7.3 databases to RAC databases on Exadata database machine.
  • Developed PL/SQL, Access SQL, MDX scripts for data transformation and reporting to be forwarded to Information Services.

8. Migration Process

Here's how data migration specialists use migration process:
  • Constructed and documented preexisting and new data migration processes in collaboration with manager.
  • Assisted with data migration processes to send and retrieve data from Dunn and Bradstreet for data enrichment.

9. Data Quality

Here's how data migration specialists use data quality:
  • Utilized Oracle Data Quality and Profiling for reviewing the source data.
  • Create Validation rules and create data Quality score cards for business analysation.

10. Java

Java is a widely-known programming language that was invented in 1995 and is owned by Oracle. It is a server-side language that was created to let app developers "write once, run anywhere". It is easy and simple to learn and use and is powerful, fast, and secure. This object-oriented programming language lets the code be reused that automatically lowers the development cost. Java is specially used for android apps, web and application servers, games, database connections, etc. This programming language is closely related to C++ making it easier for the users to switch between the two.

Here's how data migration specialists use java:
  • Write Java migration code for migrating between old court systems and Justice Systems' Fullcourt Enterprise.
  • Design and Create JAVA and VB Programs to export data in various formats like .PDF, .HTML etc.

11. Profiling

Here's how data migration specialists use profiling:
  • Perform data profiling and communicate with the Information Custodians to capture and document data anomalies and potentially define needed correction/cleansing logic.
  • Experience in job run time error resolution, Try-Catch Concept, Data Profiling, Data handling mismatch.

12. MM

Materials Manufacturing (MM) is the mechanism involving activities related to controlling, planning, and organization of the flow of needed materials in a company. MM controls the movement of materials in and out of a company.

Here's how data migration specialists use mm:
  • Developed ABAPs and Customer 'Z' tables for ongoing customer support for FI, MM and FM applications.

13. Ssis

SSIC stands for Singapore Standard Industrial Classification. It is a national standard for classifying economic activities such as population censuses, household and business surveys, financial databases etc.

Here's how data migration specialists use ssis:
  • Created SSIS packages to migrate data from various source.
  • Determined user requirements (Logical DM) Utilized Kimball methodology for Parent/Child SSIS packages and staging areas using variables and SPROCs.

14. LSMW

Here's how data migration specialists use lsmw:
  • Coordinated LSMW mapping and execution Manage highly complex conversions and unresolved business rules to create accurate conversion data.
  • Migrated data from Legacy systems to SAP using LSMW.

15. QA

QA, or Quality Assurance is a procedure that entails all of the steps taken to avoid any errors in the manufacturing process or in the production of the goods that a company produces. It can also include ensuring the consistency of the services rendered. Quality assurance ensures that the quality of the service delivered to consumers meets or exceeds the promised expectations. This greatly aids in the prevention of any complications that might arise after the goods or services have been distributed. It makes sure that customers are satisfied.

Here's how data migration specialists use qa:
  • Created auditing procedures for the QA of data transfers.
  • Reviewed documentation for validity/completeness, authored IQ/OQ summaries with QA and assisted in overall project documentation.
top-skills

What skills help Data Migration Specialists find jobs?

Tell us what job you are looking for, we’ll show you what skills employers want.

What skills stand out on data migration specialist resumes?

Dr. Todd Wittman Ph.D.

Associate Professor, The Citadel

I would strongly recommend any mathematics major to get a good background in statistics and computer programming, even if that is not going to be their primary field of study. You can still concentrate on the topics that interest you, but it is important to diversify your skill set.

Getting involved in a research project tells a prospective employer that you have done work beyond the classroom. It shows that you can tackle a difficult problem that does not have an answer in the back of the textbook. At most colleges and universities, faculty are eager to work with bright undergraduate students on projects. Students are often intimidated by their faculty, but it does not hurt to ask. It might result in an interesting research experience, internship, or even a lead on a job after graduation.

What data migration specialist skills would you recommend for someone trying to advance their career?

Dr. Shaon GhoshDr. Shaon Ghosh LinkedIn profile

Assistant Professor of Physics, Montclair State University

Speaking for physics graduates specifically, and STEM graduates in general, I believe that the future is going to be a knowledge-based economy driven by data. It is also a sector that has been the least affected by the pandemic. If there is one skill that students should have in their repertoire, it is "technical computing skill". Note that I am intentionally not calling it "computer programming skill", which is a much more general term (encompassing anything from web-page designing to coding a new Linux operating system).

It is important that students should know how to handle and analyze large volumes of data and how to use advanced numerical and statistical techniques to produce quantitative inferences that have subjective and objective value. This is what I am referring to as technical computing skill. I am not saying that other types of programming skills will not be useful. But, if you have one year to prepare, in my opinion, this is a skill where you can invest your time to get the most benefit.

What type of skills will young data migration specialists need?

Hongshik AhnHongshik Ahn LinkedIn profile

Professor, Graduate Program Director for Ph.D. Program, Stony Brook University

Mastery of programming languages, analytical skills

What technical skills for a data migration specialist stand out to employers?

Dr. Ferebee Tunno Ph.D.

Associate Professor, Arkansas State University

For people looking for a job in statistics (my field), it is essential to have knowledge of powerful software packages like R or SAS.

What soft skills should all data migration specialists possess?

Abraham WynerAbraham Wyner LinkedIn profile

Professor of Statistics, University of Pennsylvania

They should be able to do basic statistical analyses on their own without running for help (summarize data, cross tabulations, basic visualizations and regression of one variable). Of course, they need to use Excel and have some programming skills so they can learn the particular tool on the job easily (if they have never programmed this is hard).
Do you want to know more?
Read more about what experts have to say about data migration specialist

List of data migration specialist skills to add to your resume

Data migration specialist skills

The most important skills for a data migration specialist resume and required skills for a data migration specialist to have include:

  • ETL
  • SQL Server
  • Data Analysis
  • Data Extraction
  • Data Conversion
  • Master Data
  • PL/SQL
  • Migration Process
  • Data Quality
  • Java
  • Profiling
  • MM
  • Ssis
  • LSMW
  • QA
  • Extraction
  • Data Migration Scripts
  • Client Data
  • Legacy Systems
  • Data Integrity
  • T-SQL
  • Data Models
  • Business Rules
  • XML
  • Unix
  • Legacy Data
  • HTML
  • GoToMeeting
  • PC
  • Desktop
  • DB2
  • Data Warehousing
  • Windows XP
  • OS
  • UAT
  • Computer System
  • PowerShell
  • Troubleshoot
  • SFDC
  • User Data
  • EHR
  • SharePoint
  • SCCM
  • QC

Updated January 8, 2025

Zippia Research Team
Zippia Team

Editorial Staff

The Zippia Research Team has spent countless hours reviewing resumes, job postings, and government data to determine what goes into getting a job in each phase of life. Professional writers and data scientists comprise the Zippia Research Team.

Updated January 8, 2025

Browse computer and mathematical jobs