Occupational Profile & What They Do

Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.

Daily Duties & Technical Responsibilities

• Analyze, manipulate, or process large sets of data using statistical software.
• Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
• Test, validate, and reformulate models to ensure accurate prediction of outcomes of interest.

Core Technology, Languages & Tools

Skills, Knowledge & Engineering Competencies

• Skills (3)
• Knowledge (3)
• Abilities (7)

Salary Expectations

Compensation scales with programming language expertise, certifications, and seniority.

Related Tech Pathways

• Bioinformatics Scientists
• Financial Quantitative Analysts
• Operations Research Analysts
• Statistical Assistants
• Statisticians

Technical Terms