Engineering Manager – MLOps, Edge Infrastructure

Hudl

full-time

Posted on: 1/15/2026

Location Type: Hybrid

Location: London • United Kingdom

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About the role

Own the Pipeline from Cloud to Edge: You’ll re-architect how we deploy machine learning models to tens of thousands of edge devices. You will lead the move from monolithic firmware packages to a dynamic, granular model delivery system.
Build "Shadow Mode" Infrastructure: You’ll design and implement the systems that allow us to test candidate models on production devices silently, enabling data-driven decisions on accuracy and performance before a full rollout.
Drive governance & monitoring: You’ll build the tooling to monitor model drift, performance metrics, and health signals from the edge, ensuring our automated capture systems remain reliable across different sports and environments.
Lead & Mentor: Hire and manage a team of Senior to Mid-level Engineers. You will foster a culture of technical excellence, agile delivery, and continuous improvement, following best practices.

MLOps expertise: You have a proven track record of building and managing pipelines that deploy ML models to production. You understand the unique challenges of Edge AI / IoT versus cloud-only deployments.
Strong Python skills: You’re comfortable jumping into the codebase and can write robust Python scripts, build automation tools, and handle infrastructure-as-code.
Strategic Engineering Leadership: You have experience managing engineers, running technical design reviews, and breaking down complex long-term projects into executable milestones.
Ability to define system architecture: You can architect resilient update mechanisms. You understand concepts like delta updates, event based systems, and modern approaches to challenges at scale.

Benefits

Champion work-life harmony. We’ll give you the flexibility you need in your work life (e.g., flexible vacation time above any required statutory leave, company-wide holidays and timeout (meeting-free) days, remote work options and more) so you can enjoy your personal life too.
Guarantee autonomy. We have an open, honest culture and we trust our people from day one. Your team will support you, but you’ll own your work and have the agency to try new ideas.
Encourage career growth. We’re lifelong learners who encourage professional development. We’ll give you tons of resources and opportunities to keep growing.
Provide an environment to help you succeed. We've invested in our offices, designing incredible spaces with our employees in mind. But whether you’re at the office or working remotely, we’ll provide you the tech you need to do your best work.
Support your wellbeing. Depending on location, we offer medical and retirement benefits for employees—but no matter where you’re located, we have resources like our Employee Assistance Program and employee resource groups to support your mental health.

Tip: use these terms in your resume and cover letter to boost ATS matches.

MLOpsPythoninfrastructure-as-codemodel deploymentsystem architecturedelta updatesevent based systemsautomation toolsmodel monitoringmodel drift

leadershipmentoringtechnical excellenceagile deliverycontinuous improvementstrategic thinkingcommunicationteam managementproblem solvingcollaboration