Lead AI Engineer
Job in
San Francisco, San Francisco County, California, 94199, USA
Listed on 2026-02-28
Listing for:
Harnham
Full Time
position Listed on 2026-02-28
Job specializations:
-
IT/Tech
AI Engineer, Machine Learning/ ML Engineer, Data Scientist, Data Analyst
Job Description & How to Apply Below
Hybrid – 3 days onsite
About the RoleAn early-stage, AI-native product company is hiring a Lead AI Engineer to own the model layer of its core product. This is a senior individual contributor role focused on fine-tuning, model optimization, and custom small model development — not prompt engineering or research-only experimentation. This engineer will be responsible for designing, shipping, and iterating on production-grade LLM systems with real-time user impact.
- Own fine-tuning strategy (LoRA, adapters, distillation, full fine-tuning)
- Decide when to fine-tune vs. use system-level or prompt-based approaches
- Improve models based on production feedback
- Balance quality, latency, and cost
- Optimize inference speed and throughput
- Improve reliability and consistency
- Define evaluation frameworks and benchmarking standards
- Design and deploy custom small language models (SLMs)
- Determine when smaller models outperform larger ones
- Maintain real-time performance for interactive UX workflows
- Fine-tuned models powering generation workflows
- Custom SLMs for narrow, high-precision tasks
- Real-time AI features embedded directly into product workflows
- Multi-step AI systems supporting contextual user interactions
- 5+ years software engineering experience
- 2+ years working hands-on with LLMs in production
- Proven experience fine-tuning and deploying models to real users
- Strong applied production track record (not research-only)
- Python, Type Script / Node.js
- Experience deploying custom models to production
- Deep understanding of inference and performance tradeoffs
- Web Sockets
- Redis
- ONNX Runtime
- LLM evaluation & observability tooling
- Orchestration frameworks (e.g., Lang Chain)
- Early-stage AI product companies (Seed – Series B/C)
- AI developer tools, automation, or code-generation platforms
- Fast-paced startup environments
* Please note - this role can not provide sponsorship of any kind. All candidates must be Green Card Holders or US Citizens.*
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