AI/ML Engineer - NLP Scientist
South San Francisco, United States
A USD 160K-170K Senior-level Full Time
Tasks
- Apply natural language inference for entailment and contradiction detection
- Build production grade Python NLP pipelines for claim verification and evidence attribution
- Build traceable decision systems with citations and reviewer actions
- Create evaluation datasets with expert annotation guidelines
- Decompose claims into verifiable assertions
- Evaluate evidence support for generated claims
- Implement confidence thresholds abstention logic and escalation rules
- Implement hybrid retrieval using lexical and vector search
- Measure inter annotator agreement and track error categories
- Translate medical legal regulatory review requirements into technical solutions
Perks/Benefits
Skills/Tech-stack
Abstention Logic | Benchmarking | Claim Decomposition | Confidence scoring | Contradiction Detection | Entailment | Error Analysis | Evidence Attribution | Hugging Face | Human review | Human-in-the-loop | Hybrid search | Knowledge graphs | LLM Evaluation | Langchain | Language Models | Language Processing | Large Language Models | Lexical retrieval | Llamaindex | Model APIs | Natural Language | Natural Language Processing | Natural language inference | PyTorch | Python | Retrieval-Augmented Generation | Rules Engines | The Loop | Vector Search
Education
N/A
Roles
AI/ML Engineer | Engineer | ML Engineer | NLP Scientist | Scientist | Senior AI/ML Engineer
Regions
Countries
States
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