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Applied AI Engineer

newline
Los Angeles, CA Full Time
POSTED ON 7/26/2026 CLOSED ON 8/5/2026

What are the responsibilities and job description for the Applied AI Engineer position at newline?

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Applied AI Engineer

Azimuth Partners Los Angeles, CA

Applied AI Engineer

Azimuth Partners Los Angeles, CA

5 days ago Over 200 applicants

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Azimuth already runs on AI systems the firm owns and directs: research agents, revision loops, sourcing workflows, and an internal CRM that must stay a truthful mirror of relationships rather than a busy-looking database. We need a builder who will turn that into a durable internal platform: the custom AI stack, the CRM and its integrations, and the proprietary agents the team actually uses every day.

This role will encompass product engineering for a small, high-standard firm: reliable agents, clean data contracts, human-in-the-loop review where judgment belongs to people. You will work next to the operators who live in these tools, so the bar is production usefulness.

What you will do

  • Own Azimuth's internal AI platform end to end: agent runtimes, tool wiring, evaluation, logging, and the workflows that support research, harvest/revision loops, sourcing, and delivery.
  • Build and evolve the firm's CRM and related systems so they stay truthful and safe for handling of confidential client context.
  • Design and maintain proprietary agents the team runs in production (research, drafting under house style, ops helpers), with clear contracts, tests, and failure modes operators can trust.
  • Integrate the stack with the tools the firm already uses (Google Workspace, Drive comment loops, email/calendar where authorized, Git-backed skills and docs, ATS where relevant)
  • Enforce the firm's standard in software: refusal paths, source requirements, human gates on anything that could invent people or touch external systems unsafely.
  • Improve reliability and operability: evals, traces, dashboards that matter, docs another engineer or power user can run, and cost/latency discipline.
  • Partner with the delivery team on what to automate, what must stay human, and how new capabilities show up in real workflows rather than as unused prototypes.

What you bring

  • 3 or more years building production software, with clear ownership of systems other people depended on.
  • Hands-on experience with LLM-backed applications in production: agents or tool-using workflows, retrieval, evaluation, and the unglamorous work of making them reliable.
  • Strong generalist engineering: Python is the default here; comfort with APIs, data models, auth, and shipping small internal products quickly.
  • Product judgment. You can talk to operators, cut scope, and choose the boring correct design over the impressive fragile one.
  • Clear written communication. You document systems so the firm is not dependent on your memory.

Nice to have

  • Self-hosted or tightly controlled model serving experience (vLLM, Ollama, or equivalent), or strong opinions about when local vs API is right.
  • Prior work on CRM, ATS, workflow engines, or other systems of record where bad writes are expensive.
  • Familiarity with consulting, recruiting, professional services, or other high-trust operational domains.
  • Experience with human-in-the-loop review UIs, background job systems, or multi-agent orchestration that had to survive real failure.
  • Seniority level Entry level
  • Employment type Full-time
  • Job function Engineering and Information Technology
  • Industries Technology, Information and Internet

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