3 дня назад
AI Engineer (LLM)
224 000 - 260 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Engineer (LLM) (AI/LLM): Building user-facing LLM features and production services for safety-critical aviation systems with an accent on retrieval-augmented generation, tool calling, and measurable quality. Focus on designing shared retrieval infrastructure, optimizing latency and cost, implementing guardrails and evaluations, and operating reliable AI services in production.
Location: Hybrid in San Carlos, California, with 3+ days per week onsite and remote work allowed on remaining days. All work must be performed in the United States.
Salary: $224,000–$260,000 annual base salary, plus equity.
Company
builds AI systems and an AI platform for safer, more efficient aviation, serving airlines and Department of Defense programs.
What you will do
- Build and ship user-facing LLM features using retrieval-augmented generation, tool calling, structured outputs, validation, retries, and fallbacks.
- Develop Python or TypeScript APIs and workers with streaming, backoff, caching, prompt templates, and context-packing strategies.
- Partner with infrastructure engineers on chunking, embeddings, indexing, vector backends, and knowledge-base synchronization.
- Create offline and online evaluations for prompts, retrievers, and tools, including quality, latency, cost, and hallucination metrics.
- Implement safety and privacy controls such as policy checks, PII redaction, access controls, auditing, and human-in-the-loop workflows.
- Operate production systems with tracing, logs, dashboards, canary rollouts, and debugging across models, retrieval, tools, and providers.
Requirements
- 8+ years of engineering experience with a track record of owning systems or defining technical standards used by other teams.
- Experience shipping LLM features to users and writing production code, tests, and documentation.
- Strong knowledge of RAG, embeddings, chunking, vector search, function calling, and structured model outputs.
- Experience designing evaluations, success metrics, guardrails, prompt iteration, and production quality improvements.
- Ability to lead ambiguous, cross-team technical problems and communicate tradeoffs across product, infrastructure, and security.
- Must be a U.S. Person and already authorized to work in the United States; visa sponsorship and visa transfers are not available.
Nice to have
- Experience with Bedrock, OpenSearch Serverless, pgvector, Pinecone, or Weaviate.
- Production experience with prompt versioning, guardrails, provider routing, multimodal data, time series, or video.
- Familiarity with GPU inference, Triton, TensorRT-LLM, CI/CD, infrastructure as code, and secure secrets management.
- Aviation or other safety-critical domain experience.
Culture & Benefits
- Small, focused teams with end-to-end ownership and fast delivery.
- Healthcare coverage includes 100% of employee medical premiums and 25% of dependent premiums.
- Three weeks of paid time off plus 13 or more paid company holidays.
- 401(k) plan available; there is currently no employer match.
- Mission-critical work focused on aviation safety and human-AI collaboration.
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