Pear VC
AI / ML Engineer - Known
San FranciscofulltimemidAdded 2 days ago
About this role
The AI/ML Engineer role at Known involves leading the development of machine learning systems for a compatibility-driven dating platform, where you'll design personalized matching algorithms and natural language interactions. This hands-on position requires collaboration with the founding team to establish data and ML foundations that enrich user experiences.
What you'll do
- Design multi-stage matching systems for compatibility scoring and personalization
- Develop ML pipelines for data ingestion and model training
- Prototype and productionize workflows for natural-language interactions
- Deploy and monitor ML models with performance safeguards
- Run experiments to assess engagement and match success
- Collaborate with engineers and designers to integrate AI effectively
What they're looking for
- 3+ years in applied ML or data science roles
- Proficiency in Python and ML frameworks (PyTorch, TensorFlow)
- Experience with LLMs and embeddings
- Knowledge of A/B testing methodologies
- Familiarity with ANN search systems
- Understanding of MLOps tools
- Interest in safe and fair AI development
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