Data Assessments

Data Role Assessments

Recommended assessment batteries tailored to data positions — covering the skills, competencies, and behaviors that matter most.

4 Roles 6 Assessments AI Scoring

Lead 1 assessment

Head of Data

The Head of Data is responsible for defining and executing the organization-wide data strategy, leading teams across data engineering, analytics, …

Strategic planning and organizational leadership for data teams Data governance, privacy regulations, and regulatory compliance Data architecture and modern data stack design +3

1 assessment

Senior 1 assessment

Data Scientist

The Data Scientist applies advanced statistical methods, machine learning, and analytical techniques to solve complex business problems and generate actionable …

Machine learning algorithms and statistical modeling techniques Python with data science libraries such as scikit-learn, pandas, and TensorFlow or PyTorch Experimental design, A/B testing, and causal inference methods +3

1 assessment

Mid-Level 1 assessment

Data Engineer

The Data Engineer designs, builds, and maintains the data pipelines and infrastructure that power analytics, reporting, and data science across …

SQL and Python for data pipeline development Data warehouse design and dimensional modeling techniques Data orchestration tools such as Airflow, Dagster, or Prefect +3

1 assessment

Junior 1 assessment

Data Analyst

The Data Analyst transforms raw data into actionable insights that drive business decisions across the organization. This role combines strong …

SQL including window functions, CTEs, and query optimization Business intelligence tools such as Tableau, Looker, or Power BI Statistical analysis fundamentals and hypothesis testing +3

1 assessment

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