Senior ML Engineer — End-to-End ML Systems & MLOps

Just Eat Takeaway.com; London Borough of Barnet; Hybrid; GBP 90,000 - 130,000; Full time

Job summary

Just Eat Takeaway.com in Bristol and London is seeking a Senior Machine Learning Engineer to advance our product recommendations. You will work in a cross-functional team, shaping scalable ML systems that touch millions of customers.

You will own the architecture, mentor engineers, and collaborate with data scientists and backend engineers to move models from discovery to production. The role is hybrid with three days in the office.

Qualifications

• Experience designing and operating ML systems in production.
• Knowledge of model serving patterns (REST APIs, batch inference, event-driven).
• Experience with orchestration tools and cloud ML platforms.

Responsibilities

• Collaborate with data scientists and engineers to bridge model development and production systems.
• Lead end-to-end ML system architecture from data ingestion to monitoring.
• Transform prototypes into robust production software with path to production ownership.
• Drive MLOps adoption for CI/CD, versioning, and feature stores.
• Communicate ML system trade-offs to stakeholders.
• Mentor peers and promote engineering excellence.

Skills

Python

OO design

Testing

REST APIs

Batch inference

ML systems in prod

Tools

Airflow

Dagster

AWS SageMaker

GCP Vertex AI

Terraform

Docker

Kubernetes

Job description

Just Eat Takeaway.com in Bristol and London is seeking a Senior Machine Learning Engineer to advance our product recommendations. You will work in a cross-functional team, shaping scalable ML systems that touch millions of customers.

You will own the architecture, mentor engineers, and collaborate with data scientists and backend engineers to move models from discovery to production. The role is hybrid with three days in the office.