Forward Deployed AI Engineer
Core
Build and deploy AI agents, automated workflows, and intelligent applications to transform internal business processes and eliminate manual work.
Role type
Senior IC enterprise AI engineer (internal business transformation)
Builds
AI agents, automated workflows, and secure integrations connecting to enterprise systems
Domain
Enterprise software + Generative AI
Deliverable
production ML models
Required skills
Python, Large Language Models (LLMs), Agentic workflows, Retrieval-Augmented Generation (RAG), Enterprise system integrations, API development, Vector databases, MCP standards, Enterprise security (OAuth/OIDC), CI/CD
Preferred skills
Experience with platforms like Glean or Claude, Knowledge of Microsoft 365/Salesforce/ERP integrations, Automated evaluation frameworks
Technologies
Python, LLM APIs, Vector databases, MCP, OAuth/OIDC, CI/CD pipelines
Responsibilities
Partner with stakeholders to identify high-value AI opportunities for workflow improvement; Translate business challenges into production-ready AI agents and workflows; Build secure integrations connecting AI solutions to enterprise data and systems; Implement retrieval and grounding capabilities for enterprise data access; Ensure security, reliability, and compliance through authentication, audit logging, and human-in-the-loop safeguards; Build automated evaluation and regression testing to support deployment and monitoring; Measure business impact (cycle time, hours saved) and document reusable patterns.
Seniority
Senior, hands-on IC
