A data scientist interview kit helps hiring managers and ML leads evaluate machine-learning, statistics, and experimentation skills on a weighted rubric instead of gut feel.
What's Included
- ML and stats rubric: Modeling, experiment design, statistics, coding, and communication scored as weighted competencies.
- Modeling take-home tracker: Assignment sent, deadline, and panel-review status tracked on a Board view.
- AI scoring agent: A custom agent reviews answers on model reasoning and flags strong signal for human review.
- Panel aggregation: Independent scores from each interviewer roll up into a calibrated hire or no-hire call.
How To Use
- Clone the template into your Taskade workspace.
- Adjust rubric weights for the role level, from junior analyst to staff scientist.
- Train the AI agent on your strongest past hire decisions.
- Connect your ATS and calendar so scores and scheduling sync automatically.
Build a custom scoring agent on /agents or browse more hiring kits at /templates/interview.