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Senior Backend Engineer, ML Platform

Lemonade·ישראל·
במקום העבודהמשרה מלאהAI EngineeringInsurance

Build and scale a cloud-native machine learning platform and AI-agent infrastructure that helps data science teams deliver and operate production models.

תחומי אחריות

  • Design and build foundational machine learning platform infrastructure and AI agents
  • Architect cloud-native microservices on Kubernetes
  • Automate model deployment and management with infrastructure as code
  • Own the machine learning lifecycle from training and testing through deployment and real-time monitoring
  • Evaluate tools and technologies against workload and performance requirements
  • Collaborate with engineering, data science, and product teams
  • Identify and resolve reliability, scalability, and performance issues

דרישות

  • At least 6 years of software engineering experience delivering high-scale, production-grade systems
  • Strong Python proficiency
  • Experience with relational and NoSQL databases
  • Experience with at least one major cloud platform, such as AWS, Azure, or GCP
  • Experience training, testing, deploying, and monitoring real-time or near-real-time machine learning models in production
  • Bachelor’s or master’s degree in computer science, engineering, statistics, or a related field
  • Availability to work in an office environment most days of the week

יתרון

  • Knowledge of RAG, embeddings, mixture-of-experts, prompt crafting, or LLM context engineering
  • Experience with AI-powered development tools such as Cursor or Claude Code

רלוונטיות

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משרות דומות

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