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Senior Machine Learning Engineer
В офисеПолная занятостьAI EngineeringInsurance
Join an international insurance company building technology-driven products for digital risk. You will develop production-grade machine learning services, infrastructure, and tooling while helping data scientists deliver reliable, maintainable code.
Обязанности
- Transition machine learning workloads from research into scalable, efficient, and reliable production systems
- Design, build, maintain, and monitor machine learning services and infrastructure
- Integrate machine learning capabilities into production systems with engineering and DevOps teams
- Own the data infrastructure and tooling supporting machine learning systems
- Transform unstructured data into analysis-ready formats
- Help data scientists write readable and maintainable production code
- Raise software engineering standards across the machine learning team
Требования
- At least 4 years of software engineering experience, including hands-on machine learning experience
- Strong Python and software engineering fundamentals, including object-oriented programming, design patterns, SOLID, clean code, and architecture
- Bachelor’s degree or higher in Computer Science or another STEM field
- Understanding of core machine learning concepts, including linear regression
- Experience building services and tools for tracking the machine learning lifecycle and optimizing workloads
- Working knowledge of data cleaning and data wrangling
- Experience with AWS, particularly EKS
- Strong execution skills and attention to detail
Будет плюсом
- Experience with experiment tracking and data versioning
- Experience with CI/CD or continuous training practices
- AWS and Kubernetes operations experience
- Experience deploying and maintaining machine learning models
- Data science exposure
Условия и преимущества
- Strong emphasis on work-life balance
- Office in central Tel Aviv near public transportation
- Collaborative, international team
- Work in a fast-growing technology and insurance environment