Senior ML Engineer - End-to-End Production ML

Just Eat Takeaway.com; Brentwood; Hybrid; GBP 90,000 - 130,000; Full time

Job summary

Just Eat Takeaway.com is seeking a Senior Machine Learning Engineer in a hybrid Bristol/London setup. You’ll lead end-to-end ML systems, bridge model development with production, mentor engineers, and own the path to production across platforms and teams.

You will collaborate with Data Scientists, Product Managers and Backend Engineers to evolve ML capabilities and drive AI-driven recommendations for millions of users daily.

Qualifications

• Experience designing ML systems in production, not only notebooks.
• Ability to design end-to-end ML pipelines and real-time inference.
• Strong collaboration with Data Scientists, Product Managers and Engineers.

Responsibilities

• Lead architectural design of end-to-end ML systems from data ingestion to deployment.
• Bridge model development and production systems with cross-functional teams.
• Transform prototypes into robust, scalable software with path to production.
• Drive MLOps adoption, including CI/CD, model versioning and monitoring.
• Communicate complexities like latency vs. accuracy to stakeholders.
• Mentor peers and advocate engineering excellence across the data science domain.

Skills

Python

OO design

Testing

Production ML systems

REST APIs

MLOps CI/CD

Terraform

Docker/Kubernetes

SQL

Stakeholder comms

Tools

Airflow

Dagster

AWS SageMaker

GCP Vertex AI

Kubernetes

Docker

Terraform

Job description

Just Eat Takeaway.com is seeking a Senior Machine Learning Engineer in a hybrid Bristol/London setup. You’ll lead end-to-end ML systems, bridge model development with production, mentor engineers, and own the path to production across platforms and teams.

You will collaborate with Data Scientists, Product Managers and Backend Engineers to evolve ML capabilities and drive AI-driven recommendations for millions of users daily.