Senior ML Engineer – Production ML & MLOps Lead (Hybrid)

Just Eat Takeaway.com; Woking; Hybrid; GBP 90.000 - 135.000; Vollzeit

Zusammenfassung

Just Eat Takeaway.com seeks a Senior Machine Learning Engineer to join Growth & Customer Experience Engineering. You will lead cross functional teams to evolve ML capabilities powering recommendations across the platform.

You will own end-to-end ML systems, mentor engineers, and champion scalable, reliable production code in a fast-paced, globally distributed environment. The role blends hands-on coding with architecture leadership, focusing on data ingestion, real-time inference, monitoring,

Qualifikationen

• Proficiency in Python and OO design applied to ML.
• Experience designing and operating ML systems in production, including REST APIs or batch inference.
• Experience with orchestration tools (Airflow, Dagster) and cloud ML platforms (SageMaker, Vertex AI).
• Ability to influence infra/tooling decisions balancing build vs buy.
• Strong knowledge of IaC (Terraform) and containerization (Docker/Kubernetes).
• Familiarity with data engineering basics (SQL, distributed data processing).
• Proactive mindset to automate manual processes and improve developer experience for Data Scientists.

Aufgaben

• Collaborate extensively with Data Scientists, Product Managers, and Backend Engineers to bridge the gap between model development and production systems
• Lead the architectural design of end-to-end ML systems, from data ingestion and training pipelines to real-time inference and monitoring infrastructure
• Transform innovative data science prototypes into robust, scalable, and secure production software, taking ownership of the 'path to production'
• Drive the adoption of MLOps best practices (CI/CD for ML, model versioning, feature stores) to accelerate the feedback loop for Data Scientists
• Effectively communicate the complexities of ML systems (e.g., latency vs. accuracy trade-offs) to technical and non-technical stakeholders
• Build and maintain a strong network across the Data and Engineering organizations to ensure ML systems integrate seamlessly with the wider platform
• Lead projects, mentor peers, and advocate for engineering excellence within the data science domain

Kenntnisse

Python

OO design

Testing

REST APIs

Batch inference

Data pipelines

CI/CD for ML

Terraform

Docker

Kubernetes

Airflow

Dagster

AWS SageMaker

GCP Vertex AI

SQL

Tools

Airflow

Dagster

SageMaker

Vertex AI

Terraform

Docker

Kubernetes

Jobbeschreibung

Just Eat Takeaway.com seeks a Senior Machine Learning Engineer to join Growth & Customer Experience Engineering. You will lead cross functional teams to evolve ML capabilities powering recommendations across the platform.

You will own end-to-end ML systems, mentor engineers, and champion scalable, reliable production code in a fast-paced, globally distributed environment. The role blends hands-on coding with architecture leadership, focusing on data ingestion, real-time inference, monitoring,