Tech Lead, Machine Learning (Real-time AI)
Core
Architect and build LLM pipelines for real-time transcript analysis and legal document reasoning to automate legal operations.
Role type
Senior IC machine learning engineer (real-time AI/legal NLP)
Builds
Depo Copilot, Depo Summaries, and Meetings/Notetaking app features
Domain
Legal technology + Generative AI
Deliverable
production ML models
Required skills
NLP, LLM pipelines, long-context reasoning, evaluation framework design, Python, PyTorch, API design, distributed workflows, fault tolerance
Preferred skills
Real-time/streaming systems, legal domain NLP
Technologies
DSPy, Pydantic, Temporal, PostgreSQL, Kubernetes, AWS, Google Cloud
Responsibilities
Own technical vision and system architecture for ML workflows; Architect and build LLM pipelines for real-time transcripts; Determine optimal model strategies (fine-tuning vs prompt engineering); Establish evaluation frameworks with legal experts; Optimize pipeline efficiency and latency; Transition prototypes to production-grade systems; Mentor ML engineers and communicate tradeoffs to stakeholders
Seniority
Senior, hands-on IC
