# [PIP] Product Management, Human Data Platform
**Company:** [Anthropic](https://hotfix.jobs/companies/anthropic)
**Location:** San Francisco, CA, New York, NY
**Salary:** $305K-$385K
**Experience:** 5+ years
**Skills:** Product Management, Ai/Ml Research Collaboration, Data Collection Tooling, Human-In-The-Loop Pipelines, Annotation Platforms, Data Quality Methodology, Technical Product Strategy, Kpi Definition, Cross-Functional Collaboration, User Research
**Posted:** 2026-06-12
> Own product direction for human data tooling at Anthropic, building labeling interfaces, infrastructure, and pipelines that enable researchers to gather high-quality training data at scale. Requires experience shipping technical products and working directly with AI/ML research teams.
## Job Description
## Responsibilities
- Own the product direction for our human data tooling, with clear prioritization across labeling interfaces, infrastructure investments, data quality, and operational visibility
- Partner with engineering to scope and ship quickly, staying close to the work in a fast-moving prototyping environment
- Develop a deep understanding of research and training approaches to identify where tooling investments will have the highest leverage
- Identify patterns across one-off requests and push toward reusable infrastructure that compounds over time
- Sit in on crowd worker and vendor sessions to systematically understand pain points
- Define and track outcome-based KPIs: time-to-launch for new data collection projects, end-to-end data quality scores, and measurable impact on model evaluation scores

## Requirements
- Shipped products where you had to deeply understand technical constraints, not just translate requirements
- Experience working directly with research teams, ideally in AI/ML contexts
- Comfortable talking to crowdworkers about their workflow and to research teams about data quality methodology
- Quick study with ability to understand a large number of different complex technical systems at a high level
- Interest in how humans interact with AI systems and how to design experiences that elicit high-quality data
- Bachelor's degree or equivalent combination of education, training, and/or experience in a relevant field

## Nice-to-Haves
- Experience building data collection tools, annotation platforms, or human-in-the-loop pipelines
- Experience working with researchers who are internal users/customers
- Good instincts and an eye for intuitive user experiences, particularly those involving complex UI interactions or annotation workflows
- Strong project management skills: prioritization, communicating across team/org boundaries
**Apply:** https://hotfix.jobs/jobs/pip-product-management-human-data-platform-at-anthropic-db73617a-fbc1-4ed7-9ea4-99a06bd0b661
**Canonical:** https://hotfix.jobs/jobs/pip-product-management-human-data-platform-at-anthropic-db73617a-fbc1-4ed7-9ea4-99a06bd0b661