Human Data Strategist
Core
Own data acquisition pipelines that turn human expertise into better AI models by partnering with researchers and sourcing from vendors.
Role type
Senior Human Data Strategist
Builds
Data acquisition pipelines for open AI models
Domain
AI/ML research and data acquisition
Deliverable
production ML models
Required skills
Program ownership, LLM training/evaluation/prompt design understanding, SQL, Python, vendor management, data analytics, stakeholder management
Preferred skills
Annotation, expert data collection, human feedback, AI evaluation
Technologies
SQL, Python
Responsibilities
Translate research plans into executable data acquisition strategies; Assess vendor capabilities and define task instructions/acceptance criteria; Build dashboards to track throughput, turnaround time, and cost; Surface vulnerabilities and optimize sourcing based on feedback
Seniority
Senior, hands-on IC
