✦ Luna Orbit — AI & Machine Learning

Forward Deployed AI Engineering Manager, Enterprise

at Scale AI

📍 San Francisco, CA; New York, NY Onsite Posted April 02, 2026
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Position Details

Type Full-Time
Experience lead
Exp. Years 5+ years of software engineering experience; 2+ years of management
Education Not specified
Category AI & Machine Learning

About this role

Forward Deployed AI Engineering Manager leads a customer-facing enterprise team building AI agents and multi-agent systems. The role focuses on integrating AI capabilities into customer environments, engineering data connectors and ETL pipelines, and delivering production-grade AI solutions.

Key Responsibilities

  • Design and implement custom AI integrations for customers
  • Develop production-grade AI agents
  • Architect multi-agent systems
  • Build evaluation frameworks and human-in-the-loop workflows
  • Collaborate with product/engineering to translate customer needs into product improvements

Technical Overview

Scope includes prompt engineering, RAG architectures, and production deployment of AI agents using LangChain, LlamaIndex, HuggingFace, and OpenAI APIs. Emphasis on cross-functional collaboration, security/compliance, and enterprise-grade deployment.

Ideal Candidate

The ideal candidate is an experienced AI/ML leader with deep experience deploying enterprise AI solutions and strong client-facing skills. They should have a track record of building multi-agent systems, implementing prompt engineering and RAG strategies, and leading teams that deliver production-grade AI agents for large-scale customers.

Must-Have Skills

5+ years of software engineering experience2+ years of management experienceProduction Python expertise

Nice-to-Have Skills

Experience building and deploying AI agentsKnowledge of vector databases and semantic searchExperience with multi-agent systemsFamiliarity with LangChainLlamaIndexHuggingFace

Tools & Platforms

OpenAI APILangChainLlamaIndexHuggingFacePythonAPIs

Required Skills

Production PythonJavaScriptAPIsAI agent developmentLangChainLlamaIndexHuggingFaceOpenAI APIprompt engineeringRAGmulti-agent systems

Hard Skills

PythonJavaScriptAPIsData integrationPrompt engineeringRAGLLMLangChainLlamaIndexHuggingFaceOpenAI API

Soft Skills

leadershipcustomer-facingcommunicationproblem-solvingteam collaboration

Industry & Role

Industry SaaS
Job Function Lead enterprise AI deployments and agent development initiatives for Scale AI's customers.
Role Subtype Forward Deployed AI Engineering Manager
Tech Domains Python, JavaScript, APIs, Data pipelines, LangChain, LlamaIndex, HuggingFace, OpenAI API, LLM

Keywords for Your Resume

Forward Deployed AI Engineering ManagerEnterpriseAI agentsLLMLangChainLlamaIndexHuggingFaceOpenAI APImulti-agent systemsprompt engineeringRAGhuman-in-the-loopproduction-grade AI agentsdata connectorsETL pipelinesdata warehousesinternal APIscloud platformssecurity and complianceData connectorsData warehouses

Deal Breakers

Lack of hands-on AI agent development experience, Inability to work with enterprise customers, Poor collaboration with product/engineering teams

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