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Staff Machine Learning Engineer

Role overview

Qualifications

  • 7+ years shipping ML in production, including LLMs at scale
  • Led the design of complex, multi-step LLM systems
  • Depth in transformers, embeddings and retrieval
  • BS in CS or a related field; MS or PhD a plus

Responsibilities

  • Design multi-step LLM systems: reasoning, retrieval, planning and tool use
  • Own evaluation, from offline benchmarks to online experiments and model-graded review
  • Find and fix failure modes such as hallucination and tool misuse
  • Mentor senior engineers and shape how the group works

Key facts

Hard skills

Other skills

  • Mentorship
  • Problem Solving

About the company

Mural Group logo

Mural Group

  • Staffing & Recruiting
  • 11–50
Mural Group is a multi-stage recruiting firm specializing in Recruitment Process Outsourcing, Contingent and Retained search. We partner with founders and executives to carefully craft teams that power industry changing, early stage, and growth stage businesses. Mural doesn't operate like most recruiting firms. We operate like in-house recruiting partners – hyper-focused on building and executing a hiring strategy that aligns with your business objectives.

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Job description

Location: Remote (US)

Pay: $230,000–$300,000 + bonus + equity

A late-stage, venture-backed enterprise AI company is hiring a Staff ML Engineer to set the technical direction for its agent systems. This is model and systems work that ships to large enterprise customers, not a thin layer over someone else's API.

What you'll do

  • Design multi-step LLM systems: reasoning, retrieval, planning and tool use

  • Own evaluation, from offline benchmarks to online experiments and model-graded review

  • Find and fix failure modes such as hallucination and tool misuse

  • Set the quality, latency and cost targets the team builds against

  • Mentor senior engineers and shape how the group works

What you bring

  • 7+ years shipping ML in production, including LLMs at scale

  • Led the design of complex, multi-step LLM systems

  • Depth in transformers, embeddings and retrieval

  • Evaluation experience beyond single prompts

  • PyTorch or similar, on distributed cloud infrastructure

  • BS in CS or a related field; MS or PhD a plus

Nice to have: ML shipped before LLMs, then moved into generative AI; detailed retrieval work (chunking, reranking, evals)

Mural Group is recruiting for this role on behalf of a client. Apply here and a Mural recruiter will be in touch.

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