Data scientist

Technical integration skills

Familiarity with API integrations, batch synchronisation, and structured and unstructured data.

Comfortable collaborating closely with engineers.

Ability to troubleshoot data flow and context ingestion issues.

Analytical and evaluative mindset

Ability to design evaluation frameworks beyond traditional machine learning metrics.

Understanding of functional context and user behaviour.

Ability to operate effectively between engineering and product domains.

Clear communicator

Ability to explain context gaps and reasoning to engineers, product managers, and stakeholders.

Ability to create clear and effective improvement proposals.

Nice to Have

Background in human-in-the-loop evaluation.