AI / ML Engineer - KnownMatter Intelligence • San Francisco, CA, United States
AI / ML Engineer - Known
Matter Intelligence • San Francisco, CA, United States
2 hours ago
Job type
- Full-time
Job description4+ years in applied ML engineering. Expertise in Python with ML frameworks (PyTorch, TensorFlow). Experience with recommendation / search / matching systems and LLM / agentic workflows. Expertise in reinforcement learning is a big plus. Familiar with model deployment, A / B testing, and monitoring in real-world systems. Develop an embeddings-based retrieval + re-ranking system for user compatibility. Deploy a lightweight LLM agent for intake calls / voice matching. Build an evaluation harness for offline model testing and online experimentation.
Location
San Francisco
Employment Type
Full time
Location Type
On-site
Department
Known Co
About the role
You’ll develop and deploy the ML systems that make Known work - from compatibility scoring and recommendations to natural language / voice interaction. You’ll work closely with platform engineers to shape the data foundation and with product engineers to deliver delightful user experiences.
Responsibilities
- Design and implement profile matching algorithms (recommendations, search, personalization).
- Build ML-specific pipelines for model training, evaluation, and inference at scale.
- Research, experiment, and productionize agentic workflows to power voice agent and other similar functionalities.
- Deploy models into production and ensure monitoring, retraining, and evaluation loops.
- Partner with the product team to run offline & online experiments to improve outcomes.
Requirements
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Ai Ml Engineer • San Francisco, CA, United States