Description review

GenAI Engineer (Fully Remote, W2 only)

Dawar Consulting, Inc. · United States · back to the listing

HR standards

54/100

needs work

Title ↔ description

73/100

solid

Reads as

Backend Engineer

96% confident

What this role officially is

software developer — ESCO, the EU occupation classification

Software developers implement or program all kinds of software systems based on specifications and designs by using programming languages, tools, and platforms.

Also known as: application developer, application programmer, solutions developer, programmer, software specialist, application software developer

How others title the same work

Large employers

  • Software Engineer - OpenStack Canonical
  • C, Golang Software Engineer working on dqlite, a Raft extension for SQLite Canonical Ltd.
  • Containerization & Virtualisation Engineer Canonical Ltd.
  • Go (Golang) Software Engineer, Developer Tooling and Containers Canonical Ltd.
  • Golang Engineer Canonical Ltd.

Startups

  • Anterior (Sequoia-backed, Series B) | Senior Member of Technical Staff | On-Site (New York, NY) | Full Time | $230,000–$300,000 + equity Anterior (Sequoia-backed, Series B)
  • BitPay | Senior Backend Software Developer | Atlanta, GA | REMOTE (US) | BitPay
  • Distributed Systems Engineer Beam
  • Software Engineer, Platform Beam
  • Blaine, WA | CaseLight Systems Inc. (CSI) | Solo Founder | Remote (US Only) | Founding Systems Engineer | FULL EQUITY (30% Stake) Blaine, WA

What the listing never says

  • No section describes what the person would actually do. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

This is a remote position.

Our client, a world leader in biotechnology and life sciences, is looking for a “GenAI Engineer”.
Location:South San Francisco, CA (Fully Remote)
Job Duration:Long-Term Contract (Possibility Of Extension)
Company Benefits:Medical, Paid Sick Leave, 401 (k)
Job Summary

Seeking aGenAI Engineerto build an enterprise GenAI application layer focused onorchestration, capability discovery, and reusable skills. The role will implement intent routing, agent chaining, tool/skill management, and structured response generation using existing agents and data services.

Required Skills & Qualifications

• StrongPython or TypeScriptbackend engineering experience.

• Production experience withagent orchestration, tool calling, workflow routing, and multi-agent chaining.

• StrongAPI and schema designskills, including structured JSON input/output contracts.

• Experience combininguser intent, conversation history, screen context, and filtersinto downstream agent requests.

• Experience transforming agent results intonarratives, tables, charts, citations, and consistent response payloads.

• Hands-on experience building and deploying GenAI services usingAWS, Amazon Bedrock, and AgentCore.

• Ability to independently delivertested, production-ready codewith minimal guidance.

Preferred Skills

• Capability registries, agent/tool catalogs, workflow skills, or discovery services.

•
MCPand API-first GenAI applications.

• Analytics applications built on semantic-layer or data-query agents.

If interested, please share your updated resume at /.

Originally posted on Himalayas

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 12 points (from 66 before penalties). Reviewed 21 Sep 2026.