Analytical
Careers in this category require a strong ability to interpret complex information, recognize patterns, and draw conclusions from large volumes of data. Professionals in these roles often need to think critically, test hypotheses, and provide data-driven recommendations.
- Analytics Engineer
- Behavioral Data Scientist
- Clinical Data Analyst
- Data Analyst
- Data Scientist
- Decision Scientist
- Fraud Analyst
- HR Analytics Specialist
- Information Analyst
- Operations Research Analyst
- Predictive Analyst
- Pricing Analyst
- Process Analyst
- Quantitative Researcher
- Risk Analyst
- Sales Analyst
- Sports Analytics Specialist
- Statistician
- Supply Chain Analyst
- Web Analyst

Technical
Technical roles in data & analytics are primarily focused on developing, implementing, and maintaining tools, platforms, and systems that collect, store, and analyze data. These positions often require knowledge of programming, system architecture, and advanced technologies such as machine learning.
- AI Research Scientist
- Algorithm Engineer
- Big Data Engineer
- Data Architect
- Data Engineer
- Data Integration Specialist
- Data Modeller
- Data Platform Specialist
- Data Visualization Specialist
- Data Warehouse Developer
- Database Administrator
- Deep Learning Specialist
- ETL Developer
- Geospatial Analyst
- GIS Specialist
- Machine Learning Engineer
- NLP Specialist
- Power BI Specialist
- Prompt Engineer
Communicative/Strategic
Professions in this category serve as the bridge between technical and business teams. They often need to translate complex data analyses into clear insights for stakeholders and decision-makers. Strong communication skills, an understanding of business strategies, and the ability to work in teams are essential for these roles.
Specialist/Administrative
These are roles that require specific expertise or focus on a particular aspect of data & analytics. They may involve administrative tasks such as managing and cataloging data, or they may target niche areas like environmental or health data. Knowledge of specific tools, regulations, or domains is often required for these positions.
- BIM Modeler
- Bioinformatics Specialist
- CDD Analyst
- Data Governance Specialist
- Data Management Specialist
- Data Privacy Officer
- Data Quality Specialist
- Data Steward
- Environmental Data Analyst
- Data Manager Public Space
- Health Data Analyst
- Master Data Management Specialist
- Records & Information Management Officer
- Metadata Specialist