27 Data Science Career Options for People with Data Science Education and Experience
27 Data Science Career Options for People with Data Science Education and Experience
What career paths are available with a data science education? Have you ever wondered if there are alternatives to being a data scientist or what career paths a data science education could lead you to? Well, in this article, I have outlined career paths that are possible with a data science education. This list gives you an idea of careers that are related to data science. With a data science education, your career can progress vertically which means you could become a senior data scientists, lead data scientist, and chief data science officer. Or, your career could move horizontally where you progress from being a data scientist to a data engineer to a data architect. With a data science education, you have many different career options now and in the future.
U.S. Salary information is from Payscale.com and this salary information is for U.S. Averages only. This number is much higher for tech hub cities like San Francisco California, New York City, Seattle Washington, and other tech hub cities. This salary information is also higher with experience and mastery of difference skills. A lot of the skills required for all these careers overlap, that is why it makes for an easy transition from data science to any of these careers listed below. You can easily transfer your skills from data science to other career paths and industries.
1. Job Title: Data Scientist
Job Tasks/Description:
- Create machine learning based tools and processes such as recommendation engines and automated lead scoring systems.
- Use analytical, statistical, programming skills to collect, analyze, and interpret large data sets.
- Present information and data using data visualization techniques.
- Help companies to make informed decisions about their customers and products based on data.
Top 5 Job Skills:
- Machine learning
- Python
- Data analysis
- R
- Statistical analysis
- Big data analysis
Average U.S. Salary: $95,942
2. Job Title: Senior Data Scientist
Job Tasks/Description:
- Leading a team of other data scientists and data engineers.
- Create machine learning based tools and processes such as recommendation engines and automated lead scoring systems.
- Use analytical, statistical, programming skills to collect, analyze, and interpret large data sets.
- Present information and data using data visualization techniques.
- Help companies to make informed decisions about their customers and products based on data.
Top 5 Job Skills:
- Machine learning
- Python
- Data analysis
- R
- Statistical analysis
- Big data analysis
Average U.S. Salary: $126,535
3. Job Title: Data engineer
Job Tasks/Description:
- Develop technical solutions to improve access to data and data usage.
- Understand data needs and advise company on technological resources.
- Aggregate and analyze various data sets to provide actionable insight.
- Develop reports, dashboards, and tools for business-users.
Top 5 Job Skills:
- SQL
- Python
- ETL(extract, transform, load) data
- Data analysis
- Apache spark
Average U.S. Salary: $91,660
4. Job Title: Senior Data Engineer
Job Tasks/Description:
- Lead a team of other data scientists and engineers
- Develop technical solutions to improve access to data and data usage.
- Understand data needs and advise company on technological resources.
- Aggregate and analyze various data sets to provide actionable insight.
- Develop reports, dashboards, and tools for business-users
Top 5 Job Skills:
- ETL(extract, transform, load) data
- Python
- SQL
- Data warehouse
- Apache spark
Average U.S. Salary: $123,297
5. Job Title: Machine Learning Engineer/Scientist
Job Tasks/Description:
- Build artificial intelligence systems
- Design and develop deep learning systems.
- Implement the appropriate machine learning algorithms
- Build natural language processing systems such as speech recognition.
- Use data to build models that can automate processes like image classification and market forecasting.
Top 5 Job Skills:
- Machine learning
- Python
- Deep learning
- Computer vision
- Big data analytics
Average U.S. Salary: $112,613
6. Job Title: Data Analyst
Job Tasks/Description:
- Collect, analyze, and report data to meet customer needs.
- Identify new sources of data and methods to improve data collection, analysis, and reporting.
- Collect customer requirements, determine technical issues, and design reports to meet data analysis needs.
Top 5 Job Skills:
- Data analysis
- Microsoft excel
- SQL
- Database management & reporting
- Statistical analysis
- Tableau software
Average U.S. Salary: $59,424
7. Job Title: Senior Data Analyst
Job Tasks/Description:
- Gather, extract, manipulate, analyze and model data using analytical and statistical tools.
- May also be required to provide database maintenance and development.
- Ensure data accuracy and create ad hoc reports.
Top 5 Job Skills:
- Data analysis
- Microsoft excel
- SQL
- Database management & reporting
- Statistical analysis
- Tableau software
Average U.S. Salary: $79,281
8. Job Title: Data Visualization Expert
Job Tasks/Description:
- Make large complex data more accessible, understandable and usable
- Transform, improve, and integrate data, depending on the business requirements
- Combine the data result sets across multiple sources (also known as the data federation)
- Deliver data in a useful and appealing way to users and audience
Top 5 Job Skills:
- Data analysis
- Tableau software
- Data visualization
- Adobe illustrator
- SQL
Average U.S. Salary: $76,888
9. Job Title: Data Science Consultant
Job Tasks/Description:
- Examine data, processes and technologies to evaluate current state and critical problems.
- Research and make recommendations about training, equipment and technology to improve data use.
- Create automated data reports to inform business units, including documentation.
- Train and mentor teams in data input, use, meaning and analysis.
Top 5 Job Skills:
- Data analysis
- SQL
- SAS
- Microsoft excel
- data management
Average U.S. Salary: $74,785
10. Job Title: Statistician
Job Tasks/Description:
- Apply statistical theory to collect, organize, interpret, and summarize numerical data to provide usable information.
- May also develop new mathematical theories.
- May specialize in fields, such as bio-statistics, agricultural statistics, business statistics, economic statistics, or other fields.
Top 5 Job Skills:
- Statistical analysis
- Data analysis
- SAS
- R
- Data modeling
Average U.S. Salary: $72,151
11. Job Title: Data and Analytics Manager
Job Tasks/Description:
- Develop analytical approaches to answer business questions.
- Provide end user reports with quality information and caveats, including actionable information.
- Structure, manage, and extract data from multiple applications.
- Apply statistical knowledge and data modeling to provide current and high quality information.
Top 5 Job Skills:
- Data analysis
- SQL
- Business intelligence
- Microsoft excel
- Business analysis
Average U.S. Salary: $94,035
12. Job Title: Director of Analytics
Job Tasks/Description:
- Manage a team of analysts, assigning schedules, and projects.
- Develop, implement, and disseminate metrics about quality, performance and outcomes.
- Collaborate with executives and other departments to identify and meet information needs.
- Analyze and validate findings, creating reports, presentations, and visualizations.
Top 5 Job Skills:
- Data analysis
- Business intelligence
- Big data analytics
- Business analysis
- Strategic planning
Average U.S. Salary: $126,712
13. Job Title: Business Intelligence Developer
Job Tasks/Description:
- Create business intelligence tools and reports, such as physical data models and dimensional analyses.
- Design, code, test, and aggregate results from SQL queries to provide information to users.
- Create technical documents to document Oracle or other database contents, concepts, and mapping between databases.
- Participate in the design, development, and analysis of data architecture and warehousing approaches.
Top 5 Job Skills:
- Business intelligence,
- SQL,
- Microsoft SQL server,
- ETL(extract, transform, load),
- SQL server integration services(SSIS)
Average U.S. Salary: $79,284
14. Job Title: Data Architect
Job Tasks/Description:
- Create data architecture strategies for each subject area of the enterprise data model.
- Communicate plans, status and issues to higher management levels.
- Create and maintain a corporate repository of all data architecture artifacts.
- Collaborate with the business and other IT organizations to plan a data strategy.
- Produce all project data architecture deliverables.
Top 5 Job Skills:
- Data modeling
- Database architecture
- Data warehouse
- Business intelligence
- SQL
Average U.S. Salary: $114,587
15. Job Title: Software Applications Architect
Job Tasks/Description:
- Application architects provide expertise, direction, and assistance in application architectural consulting to technical analysts, application engineers, senior database analysts, and other systems architects.
- These architects are tasked with building quality applications by creating well-designed architectures, writing clean code, and implementing ongoing integration and unit test code coverage.
Top 5 Job Skills:
- Software architecture,
- .NET,
- SQL,
- Java,
- C# programming language
Average U.S. Salary: $120,278
16. Job Title: Enterprise Architect
Job Tasks/Description:
- Translate business needs to develop solutions from design to technological product.
- Oversee developer teams to ensure that product is delivered on time and to specifications.
- Determine technical needs such as hardware, software, scalability and security requirements.
- Coordinate design and integration of overall architecture and parts of proposed systems with clients.
Top 5 Job Skills:
- Enterprise solutions
- Enterprise applications integration
- System architecture
- Cloud computing
- Strategy development.
Average U.S. Salary: $130,619
17. Job Title: Quantitative Analyst
Job Tasks/Description:
- Research and analyze market statistics to develop, test, validate, execute, and maintain analytical software programs and quantitative models.
- Perform risk analytics, loan pricing, and default risk modeling.
- Design tests and experiments to collect data and test new models and programs.
- Query, consolidate, and present data to senior management.
- Assist in the construction and execution of portfolio management.
Top 5 Job Skills:
- Data analysis
- Financial modeling
- Statistical analysis
- Data modeling
- Python
Average U.S. Salary: $83,477
18. Job Title: Data Warehouse Architect
Job Tasks/Description:
- Guide and deliver technical design, implementation, and quality assurance for data warehouse projects.
- Understand business intelligence needs and reporting requirements to ensure system compatibility.
- Design and code ETL and data warehouse software, including correcting bugs or defects.
- Architect, integrate, and migrate data from multiple sources, including logical, physical, and dimensional models.
Top 5 Job Skills:
- Data warehouse,
- Business intelligence,
- Data modeling,
- Microsoft SQL server,
- Data mining.
Average U.S. Salary: $121,319
19. Job Title: Business Intelligence Analyst
Job Tasks/Description:
- Provide application analysis and data modeling design to collect data for centralized data warehouse.
- Extract data from databases and data warehouses for reporting and to facilitate sharing between multiple data systems.
- Proficient in the use of query and reporting analysis tools.
- Standardize data collection by developing methods for database design and validation reports.
Top 5 Job Skills:
- Business intelligence
- Data analysis
- SQL
- Microsoft excel
- Business analysis
Average U.S. Salary: $67,362
20. Job Title: Business Analyst
Job Tasks/Description:
- Improving operations that involve information technology within a company
- Offers consultation to management in an effort to help the company become more effective
- Analyze the hardware, software, and IT services that are being employed in a company in order to determine areas that need improvement
- Analyze data from databases, cost benefit analyses
- Peruse the results and make suggestions as to what should be changed regarding company IT policies, IT structure, and IT operations
Top 5 Job Skills:
- Business analysis
- Requirements analysis
- Project management
- Data analysis
- Microsoft excel
Average U.S. Salary: $68,396
21. Job Title: Systems Analyst
Job Tasks/Description:
- Conduct application testing and provide database management support.
- Create and maintain documentation as necessary for operational and security audits.
- Establish new users, manage access levels and reset passwords.
- Analyze and route issues into the proper ticketing systems and update and close tickets in a timely manner.
- Devise or modify procedures to solve problems considering computer equipment capacity and limitations.
Top 5 Job Skills:
- Technical analysis
- System administrations
- Business analysis
- SQL
- Microsoft office
Average U.S. Salary: $64,997
22. Job Title: Marketing Analyst
Job Tasks/Description:
- Conduct marketing program, business, and trend analysis through the use of predictive statistics, customer profiling, and data analysis.
- Collaborate with internal departments to prepare and present findings to clients.
- Identify key opportunities for new initiatives, generate sales forecasts, and make appropriate recommendations.
- Develop metrics and strategies to test and enhance performance.
Top 5 Job Skills:
- Data analysis
- Microsoft excel
- Market analysis
- Database management & reporting
- Market research
Average U.S. Salary: $54,509
23. Job Title: Operations Analyst
Job Tasks/Description:
- Analyze data for anomalies, trends and opportunities for improvement.
- Complete impact analyses for all operations improvements.
- Drive systems development and process improvements.
- Participate in efforts to improve capabilities, process improvement and technology projects.
Top 5 Job Skills:
- Data analysis
- Microsoft excel
- Problem solving
- Process improvement
- Operations management
Average U.S. Salary: $54,940
24. Job Title: Research Scientist
Job Tasks/Description:
- Conduct research in a particular field of knowledge, and publish findings in professional journals, books, and/or electronic media.
- Keep abreast of developments in their field by reading current literature, talking with colleagues, and participating in professional conferences.
- Write grant proposals to procure external research funding.
Top 5 Job Skills:
- Research analysis
- Data analysis
- Product management
- Grant writing
- Project management
Average U.S. Salary: $78,507
25. Job Title: Database Administrator
Job Tasks/Description:
- Implement, configure, and troubleshoot database instances, replication, backup, partitions, storage, and access.
- Set user privileges within the database environment.
- Monitor and optimize system performance using index tuning, disk optimization, and other methods.
- Install, configure, troubleshoot, and maintain a database system.
Top 5 Job Skills:
- Database administration
- Microsoft SQL server
- SQL
- Data analysis
- Microsoft office
Average U.S. Salary: $72,727
26. Job Title: Chief Data Science Officer
Job Tasks/Description:
- Helps companies to capitalize on their data by making sure the data is collected and stored properly in a secure manner so that companies can uncover the values hidden behind their data.
- They lead and empower a group of data scientists, data engineers, data visualization experts, machine learning engineer, data analysts, software engineers, and any other personnel needed to effectively execute a successful data team.
- They help businesses stay cost efficient because they help to identify how businesses can reduce cost and generate more revenue from the data collected.
Top 5 Job Skills:
- Leadership and supervisory
- Interpersonal and people skills
- Business Analytics
- Business Strategy
- Collaboration
- Domain knowledge
Average U.S. Salary: $178,034
27. Job Title: Chief Technology Officer
Job Tasks/Description:
- Lead technology teams in day-to-day operations, provide key expertise, supervise the heads of departments, and set performance goals.
- Conduct technical reviews of products or solutions to compare and evaluate their applicability.
- Contribute to senior management team, guiding strategic decisions and resource allocation.
- Monitor management of all hardware, software, databases and licenses, maintenance, and projections of future needs.
- Define technology strategies and ensure that processes meet expectations for federal, state and community privacy and security.
Top 5 Job Skills:
- Leadership
- IT management
- Software architecture
- Project management
- Product development
Average U.S. Salary: $240,452
Let me know any other careers you can think of or come up with in the comment section below.
4 Comments
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