Harnham
Lead Machine Learning Engineer
Full Time · In Office · San Francisco, California (USA)
Posted Sep 8, 2026
- Title: Lead Machine Learning Engineer
- Location: San Francisco (Hybrid)
- Compensation: Up to $350,000 + Equity
We’re partnered with a well-funded early-stage startup rethinking how designers build in the AI era, backed by top-tier investors and operators from leading AI and technology companies. They’re building a next-generation design platform powered by LLMs, focused on helping product teams move from idea to production faster through intelligent, AI-driven workflows.
This is a foundational, high-ownership role where you’ll define and scale AI systems across the product. You’ll operate at the intersection of models, systems, and product, turning cutting-edge AI capabilities into reliable, measurable user-facing features.
- What You’ll Do
- Own AI architecture and technical direction across the product
- Build and ship production-grade LLM features with clear quality and performance metrics
- Design and optimize AI pipelines across prompting, retrieval, agents, and evaluation
- Lead development of agentic systems and multi-step tool use workflows
- Establish standards for model evaluation, benchmarking, and observability
- Partner closely with product, design, and engineering to ship high-impact AI features
- Requirements
- 5+ years of software engineering experience
- 2+ years working with LLM APIs and prompt engineering in production
- Strong proficiency in TypeScript or Node.js and Python
- Experience with LLM evaluation, benchmarking, and performance measurement
- Hands-on experience with fine-tuning (LoRA, full fine-tuning, distillation)
- Experience building agent-based AI systems
- Ability to own systems end-to-end in a fast-paced environment
- What You’ll Build
- Fine-tuned models for design-to-code generation
- Custom smaller models tailored to specific design workflows
- Multi-step AI agent systems with tool use
- Real-time, streaming AI experiences
- Context-aware code generation and intelligent suggestions
If you're interested in building AI-native products that directly shape how modern teams design and build software, this is a rare chance to have early, meaningful impact on both the product and technical direction.
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Lead Machine Learning Engineer
Harnham
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