Senior Product Manager, ML Signals
New
R
RedditMachine Learning
Remote - United StatesFull-TimeSenior
Salary190,800 - 267,100 USD per year
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Job Details
- Experience
- 5+ years
- Required Skills
- Machine LearningProduct ManagementData scienceNLPLLM
Requirements
- 5+ years of Product Management experience focused on Machine Learning, NLP, or Platform products.
- Proven history of shipping high-impact products with measurable business results.
- Autonomy in roadmap management from initial vision to execution and scaling.
- Deep understanding of the ML lifecycle (data collection, feature engineering, model evaluation, deployment).
- Technical proficiency in embeddings, classifiers, ranking systems, and LLM capabilities.
- Direct experience with LLM-based evaluation frameworks and automated data curation pipelines.
- Analytical self-sufficiency in deriving insights from complex datasets.
- Ability to synthesize technical complexity into product requirements and summaries.
- Effective cross-functional collaboration and influence skills.
Responsibilities
- Define the long-term roadmap for foundational content understanding signals.
- Drive the integration of ML signals to improve personalization and brand safety.
- Establish standardized definitions and success metrics for content quality and utility.
- Lead the strategy for high-quality training data, including HITL workflows and LLM-based labeling.
- Monitor signal health, coverage, and accuracy in partnership with Data Science and MLEs.
- Translate technical performance into business impact metrics.
- Navigate complex tradeoffs between Policy, Engineering, and Product teams.
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