Backend Team Lead (ML)

Навыки

• A/B-тесты
• Airflow
• Code review
• Computer Vision
• FastAPI
• Flask
• gRPC

О компании и продукте

• We are looking for a Backend Team Lead for our ML development team focused on building and delivering production-grade ML-powered applications

Задачи

• Design and build production ML services (APIs, microservices, real-time systems)
• Lead and grow a team of backend engineers : plan work, mentor team members, conduct code reviews, provide technical guidance, and foster engineering excellence
• Drive architectural decisions and ensure the scalability, reliability, and maintainability of ML services
• Integrate ML models into user-facing applications
• Ensure reliability, scalability, and performance of ML-powered systems
• Define and implement best practices for serving, versioning, and monitoring models in production
• Collaborate closely with
• ML engineers / data scientists (who develop models)
• DevOps / MLOps team (who provide platform and infrastructure)
• Own the delivery pipeline of ML features into production
• Lead and mentor engineers working on ML-powered applications
• Drive architectural decisions around low-latency and high-load systems
• Identify bottlenecks between experimentation and production and eliminate them
• Job requirements
• You’ll thrive here if you have
• Strong commercial Python experience
• Managerial experience leading an engineering team
• Experience designing and building production backend systems and microservice architecture
• Strong understanding of system design, scalability and high-load systems
• Experience developing APIs (FastAPI, Flask, gRPC or similar)
• Ability to drive cross-team collaboration and own complex technical integrations
• That can be a plus
• Experience with real-time ML systems (recommendations, ranking, personalization)

Требования

• 5+ years of experience in backend/software engineering in a Lead or Senior role (mentoring, ownership, decision-making)
• Hands-on experience with code reviews, mentoring and technical decision-making

Паспорт вакансии

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