Forward-Deployed AI Engineer: Build & Deploy Bespoke AI

Mongoose Gray; Greater London; Hybrid; GBP 106,000 - 144,000; Full time

Job summary

Mongoose Gray is seeking a Forward Deployed AI Engineer to work with our product and engineering teams, delivering bespoke AI-driven solutions for enterprise customers.

You will prototype quickly, deploy rapidly, own the full stack (React/Angular, Python, AWS/Terraform), and engage directly with customers to translate their workflows into production features. The role emphasizes hands-on delivery, architecture, and customer impact.

Qualifications

• Experience embedding AI solutions with product and engineering teams.
• Ability to translate ambiguous customer problems into working software.
• Proven track record delivering production features from one-off builds.

Responsibilities

• Collaborate with customers to understand workflows and design bespoke AI-driven solutions.
• Prototype rapidly and deploy quickly, treating AI agents as multiplier tools.
• Own the full stack and provide architectural guidance across React/Angular, Python, AWS/Terraform.

Skills

Client engagement

Architectural decisions

Startup experience

Presentation skills

Tools

React/Angular

Python

AWS

Terraform

Claude Code

Job description

Mongoose Gray is seeking a Forward Deployed AI Engineer to work with our product and engineering teams, delivering bespoke AI-driven solutions for enterprise customers.

You will prototype quickly, deploy rapidly, own the full stack (React/Angular, Python, AWS/Terraform), and engage directly with customers to translate their workflows into production features. The role emphasizes hands-on delivery, architecture, and customer impact.