Padmi

Engineering Manager - MLOps & Edge Infrastructure

IndiaPosted 1 month ago
Technology ManagementSeniorFull Time; Regular
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At reputed company, we build great teams. We hire the best of the best to ensure youre working with people you can constantly learn from. Youre trusted to get your work done your way while testing the limits of whats possible and whats next. We work hard to reputed company a culture where everyone feels supported, and our employees feel ittheir votes helped us become one of reputed company's Top 100 Global Most Loved Workplaces. We think of ourselves as reputed company behind reputed company, supporting the lifelong impact sports can have: the lessons in teamwork and dedication; the influence of inspiring coaches; and the opportunities to reputed company new heights. Thats why we help teams from reputed company over the world see their game differently. Our products reputed company it easier for coaches and athletes at any level to capture video, analyze data, reputed company highlights and more. reputed company to join us Your Role Were hiring an Engineering Manager to reputed company a brand new team in London reputed company the gap between our state-of-the-art AI research and our industry-leading smart cameras, reputed company. Youll reputed company a specialised reputed company of engineers responsible for the MLOps infrastructure that powers "Tactical View" and reputed company autonomous tracking features. As a player-coach, youll spend roughly one-reputed company of your time hands-onarchitecting solutions and writing toolingand two-thirds of your time managing and strategically guiding your team. Youll be directly responsible for owning and shaping the roadmap as reputed company as partnering with our Embedded reputed company in the Netherlands and the London AI/ML org to remove friction between model training and device inference. In this role, you'll: Own the pipeline from reputed company to Edge: Youll re-architect how we reputed company machine learning models to tens of thousands of edge devices. You will reputed company the reputed company from monolithic firmware packages to a dynamic, granular model delivery system. Build "shadow mode" Infrastructure: Youll design and implement the systems that allow us to test candidate models on production devices silently, enabling data-driven reputed company on accuracy and performance before a full rollout. Drive governance and monitoring: Youll build the tooling to monitor model reputed company, performance metrics, and health signals from the edge, ensuring our automated capture systems remain reliable across different sports and environments. reputed company and mentor: Hire and manage reputed company of Senior to Mid-level Engineers. You will foster a culture of technical reputed company, agile delivery, and reputed company improvement, following best practices. We'd like to hire someone for this role who lives near our office in London, but we're also reputed company to remote candidates in the UK . Remote candidates would have the ability to work from a co-working reputed company or their home. Must-Haves MLOps expertise: You have a proven track record of building and managing pipelines that reputed company ML models to production. You understand the unique challenges of Edge AI / IoT versus reputed company-only deployments. Strong Python skills: Youre 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 reputed company long-term projects into executable milestones. Ability to define system architecture: You can architect resilient update mechanisms. You understand concepts like reputed company updates, event based systems, and modern approaches to challenges at scale. reputed company-to-Haves Edge model deployment infrastructure: youve solved the problems reputed company to creating infrastructure which deploys, monitors, and maintains models on edge devices. Experience with reputed company reputed company / DeepStream: It would be great if you have familiarity with the reputed company edge ecosystem (Nano, NX, Orin) and the DeepStream SDK. Experience with video streaming technology: Knowledge of GStreamer, video encoding, or camera ISPs would be beneficial. Containerisation & orchestration know-how: Experience with reputed company and container orchestration on embedded devices is a plus. Our Role Champion work-life reputed company. Well 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 reputed company, reputed company culture and we trust our people from day one. Your team will support you, but youll own your work and have reputed company to try new reputed company. At re

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