
Dept: Applied AI Team
Term: Permanent
Location: Cheltenham
DV Clearance: Required & British
Work on exciting public sector projects and make a positive difference in people’s
lives. At Zaizi, we thrive on solving complex challenges through creative thinking
and the latest tools and tech.
As a Machine Learning Implementation Engineer, you’ll be responsible for taking AI
models and algorithms from the research phase and maturing them into robust,
production-ready software. Your focus is on increasing the Technology Readiness
Level (TRL) of our AI solutions, ensuring they are scalable, reliable, and effectively
integrated into business workflows to automate tasks and gain insights from
data.
Key responsibilities include refining model code for performance, ensuring
software maturity, and solving complex technical hurdles during the transition
from prototype to product. You will influence technical decisions within the team,
mentor junior members, and handle complex, non-routine problems.
Our work culture is inclusive, modern, friendly, and democratic. We look for bright,
positive-thinking individuals with a can-do attitude. Our people enjoy challenging
themselves to be the best at what they do – if that sounds like you, you'll fit right
in!
Role Objectives
These are the expected objectives for this role. We are happy to discuss this
further during the interview process with the successful candidate.
learning models, ensuring they move from experimental stages to high-
quality, high-performance production software.
"harden" the software to achieve higher TRLs suitable for deployment in the
National Security Domain.
broader software architectures, ensuring stability and performance.
models for resource-constrained environments, ensuring high-
performance execution on edge hardware, including Android-based
mobile devices.
to ensure our solutions are maintainable and scalable.
Skills & Experience
demonstrating a deep understanding of ML algorithms, frameworks, and
software engineering best practices.
and maturing it into production-ready software.
technologies for business relevance and feasibility, focusing on practical
implementation within the National Security Domain.
gap between initial research and final application.
application of generative AI within the organization.
model refinement and software hardening.
complex machine learning models into live environments.
Nationality
Due to UK government security restrictions, you will need to be a British Citizen
and have been resident in the UK for the last ten years to apply for this role.

Zaizi helps public sector organisations realise their potential.
We design, build and sustain secure digital services, keeping user needs at the heart of everything we do.
Digital government is hard, together we'll succeed.