NEWPosted 2 hours ago

Job ID: JOB_ID_8965

Key Responsibilities

Delivery & Architecture

  • Own end-to-end delivery of AI-native programs – from architecture through production deployment
  • Design and build multi-agent orchestration systems using LangChain, LangGraph, CrewAI, or equivalent
  • Integrate agent systems with enterprise surfaces: APIs, ERPs, CRMs, data platforms – not toy datasets
  • Define agent topology: tool routing, memory strategy, state machines, fallback handling

Agentic Coding & Development

  • Run agentic coding workflows using Claude Code, Cursor, OpenAI Codex, or equivalent CLI tools
  • Lead projects where AI writes significant portions of the codebase – and you guide, review, and ship it
  • Work with CLAUDE.md, shared context frameworks, and multi-session agent setups for team use
  • Debug non-deterministic agent outputs systematically – not by gut feel

  • Translate business problems into agent architectures for global CXO-level stakeholders
  • Run discovery workshops, solution reviews, and delivery cadences with client teams
  • Prepare and present technical proposals, POC plans, and roadmaps – own the story end-to-end

Team & Practice

  • Mentor junior AI engineers; raise AI engineering quality across the delivery team
  • Stay current: evaluate new models, frameworks, and tooling before the hype catches up
  • Contribute to internal knowledge bases, reusable frameworks, and accelerators

Skills

Agent Orchestration

  • LangChain, LangGraph, CrewAI – not just conceptual

Agentic Coding Tools

  • Claude Code CLI, Cursor, OpenAI Codex, Copilot

RAG & Vector Stores

  • Chroma, Weaviate, Pinecone – knows where RAG breaks

LLM APIs & SDKs

  • Anthropic, OpenAI, Gemini – prompt design, tool use

Python / TypeScript

  • Primary languages for agent + backend development

LangSmith / Observability

  • Tracing, evaluation, debugging agent runs

Cloud Platforms

  • Azure, AWS, GCP (at least one) – deployment, infra, managed services

API & System Integration

  • REST, gRPC, Kafka – enterprise integration patterns

MCP / Shared Context

  • Model Context Protocol, CLAUDE.md, Beads

Agent Evaluation

  • Testing non-deterministic outputs, guardrails, evals

CI/CD & DevOps

  • Git, containers, pipelines – agents need to ship
  • Can present architecture to a CXO without jargon

What You Must Have Actually Done

Not just what you know. What you have shipped.

  • Deployed 23 agent-based systems in production – stateful, multi-step, real users
  • Used LangGraph for multi-agent orchestration with memory, tool routing, and state management
  • Built projects where AI (Claude Code, Codex, Cursor) wrote significant portions of the code
  • Implemented RAG pipelines end-to-end – chunking, embedding, retrieval, re-ranking, evaluation
  • Integrated agents with real enterprise APIs – not just OpenAI playground or sample data
  • Debugged a production agent failure – and fixed it without blaming the model
  • Can articulate when NOT to use agents – that is how we know you have built things

Bonus – Real Differentiators

  • Experience with Claude Code CLI in team environments (CLAUDE.md, shared context, multi-session flows)
  • Familiarity with LangSmith for agent tracing, evaluation pipelines, and debugging at scale
  • Has shipped something using MCP (Model Context Protocol) or similar shared-context tooling
  • QA/testing mindset for agents – systematic evaluation of non-deterministic outputs
  • Background in IT services or consulting – managing client expectations while building
  • Experience with SLMs, fine-tuning, or on-device/edge agent deployment

What We Are Not Looking For

  • Someone who lists LLMs on a resume but has only called the API in a Jupyter notebook
  • AI enthusiasts whose hands-on experience is less than a year old
  • People who explain everything in terms of frameworks they have never deployed
  • Consultants who can only narrate what others have built

Compensation & Location

Salary: $120,000 – $180,000 per year (Estimated)

Location: New York, NY

Recruiter / Company – Contact Information

Recruiter / Employer: HMG America LLC

Email: sanjeev@hmgamerica.com

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