Data/ML Operations Engineer

Data/ML Operations Engineer

We’re free thinkers. We’re innovators. We’re #EngineersWhoInnovate.

We have an exciting opportunity for a Data/ML Operations Engineer to join our team and help drive EDF’s mission to achieve Net Zero. You will play a crucial role in developing and deploying scalable ML solutions, ensuring models built by data scientists transition smoothly into production, delivering real value and performance.

The Opportunity…

Join us as we revolutionize the way data powers our business. You will streamline ML model deployment, maintenance, and optimize ensuring stable and efficient delivery at scale. Collaborate with platform engineers, data scientists, and key stakeholders to design, deploy, and manage end-to-end ML pipelines.

Who you are

• Strong team player, passionate about creating maintainable ML pipelines and driving innovation.
• Self-starter, confident in leading initiatives and engaging with the ML Ops community.
• Collaborate with senior stakeholders to deliver key business outcomes.
• Expertise in Python, TensorFlow, PyTorch, Scikit-Learn, and SageMaker & MLflow.
• Skilled in orchestration frameworks (Airflow, KubeFlow, Argo) and DevOps principles.
• Proficient in CI/CD, cloud computing, APIs, and version control (Git).
• 2+ years' experience building production-quality, multi-language software.

What you’ll be doing

• Collaborate with infrastructure engineers to design scalable model deployment.
• Refactor and optimize existing data pipelines for greater efficiency.
• Transform offline models into fully functioning production ML systems.
• Develop and maintain scalable tools for ML training, deployment, and inference.
• Apply CI/CD, automation, and best practices to machine learning workflows.
• Facilitate proof-of-concept ML systems, ensuring they meet business needs.
• Support model development with a focus on security, versioning, and performance.

Pay, benefits and culture

• Starting salary of £63,000 plus 5% bonus, 28 days holiday + bank holidays, and a market-leading pension.
• Flexible benefits include electric vehicle leasing, enhanced parental leave, health insurance, discounts, and employee pricing.
• Remote work supported with IT equipment provided, occasional travel as needed.
• Inclusive and diverse work environment, supporting gender balance, minority groups, LGBTQ+, disability, and social mobility.
• Disability-confident employer committed to adjustments during the application process.
• EDF values individuality and offers opportunities for growth and success. 

Closing date for applications: 02/10/2024

Success is personal. It’s your journey, powered by us. Join us and we’ll help Britain achieve Net Zero, together.