Machine Learning Engineer; Remote
Remote / Online - Candidates ideally in
Edinburgh, City of Edinburgh Area, EH1, Scotland, UK
Listed on 2026-10-16
Edinburgh, City of Edinburgh Area, EH1, Scotland, UK
Listing for:
Understanding Recruitment Ltd
Remote/Work from Home
position Listed on 2026-10-16
Job specializations:
-
Software Development
AI Engineer (Applied/Software), Machine Learning/ ML Engineer, AWS, Python
Job Description & How to Apply Below
Machine Learning Engineer | Production AI & LLM Systems
If you're an ML Engineer who enjoys
building, deploying and scaling AI systems in production
, rather than just experimenting with models, this could be a great fit.
You'll work across
ML Engineering, Software Engineering and Cloud Infrastructure
, with real ownership over how AI services are built, deployed and operated.
Why it's interesting:
- Build and scale
production AI/LLM systems
, including RAG and agentic workflows - Own the full engineering lifecycle, from Python development through to AWS deployment
- Work with
Python, FastAPI, AWS, Docker, CI/CD and infrastructure-as-code - Solve real engineering challenges around
reliability, observability, performance and cost - Influence technical decisions, improve engineering practices and grow towards
Senior/Lead ownership - Remote flexibility with optional office access
What we're looking for:
- Strong
Python engineering
skills and experience building production services - Hands-on
AWS, CI/CD, containers and cloud infrastructure
experience - Experience deploying, monitoring and maintaining
production ML/AI systems - Exposure to
LLMs, RAG or GenAI applications - An engineer who enjoys debugging complex systems and taking end-to-end ownership
Ideally4+ years' experience
, but technical depth and production engineering experience matter more than tenure.
This could suit someone coming from
ML Engineering, MLOps, Platform Engineering or backend Software Engineering
who wants to work closer to production AI.
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