Senior AI Product Engineer - Full-Stack & Production AI

Bain & Company; Houston (TX); Hybrid; USD 135,000 - 161,000; Full time

Benefits offered by this job

Premium medical coverage

Dental and vision

Paid time off

401(k) plan

Job summary

Bain & Company in Houston, Texas, is seeking a Senior Full-Stack AI Product Engineer to design, build, and operate end-to-end AI product experiences across the PE due diligence platform hosted on Microsoft Azure. You will own intelligent features from backend orchestration to frontend interfaces, translating complex AI capabilities into intuitive user experiences.

You'll mentor peers, shape engineering standards, and ensure production-ready features with strong usability, reliability, and

Qualifications

• Bachelor’s degree or equivalent practical experience in CS/engineering.
• 6+ years shipping production full-stack apps and AI-enabled systems.
• Experience delivering AI features end-to-end from backend to frontend.
• Strong Python, FastAPI, and modern frontend skills (React/Next.js).
• Hands-on with Docker, Kubernetes, and observability practices.

Responsibilities

• Own end-to-end AI product features across backend and frontend.
• Design agent workflows, retrieval pipelines, and HITL patterns.
• Build streaming AI interfaces with structured outputs and grounding.
• Mentor engineers and establish production AI engineering standards.
• Ensure outputs are testable, observable, and production-ready.

Skills

Full-stack development

AI product engineering

Python

FastAPI

LangChain

React/Next.js

TypeScript

Kubernetes

Docker

Azure OpenAI

Prompt engineering

RAG pipelines

Education

Bachelor’s degree in Computer Science or related field

Tools

Azure OpenAI Service

LangGraph

pgvector / vector store

Job description

Bain & Company in Houston, Texas, is seeking a Senior Full-Stack AI Product Engineer to design, build, and operate end-to-end AI product experiences across the PE due diligence platform hosted on Microsoft Azure. You will own intelligent features from backend orchestration to frontend interfaces, translating complex AI capabilities into intuitive user experiences.

You'll mentor peers, shape engineering standards, and ensure production-ready features with strong usability, reliability, and