Lemonade Backend Engineer - ML Platform 

Israel, Tel Aviv District, Tel Aviv-Yafo 

387816357

As a Backend Engineer on our ML Platform team, you’ll play a crucial role in architecting and building our cutting-edge machine learning platform to support the end-to-end machine learning lifecycle. You will drive business-wide ML projects from an engineering perspective, leveraging cloud-native technologies to empower our data scientists and engineers.

• Design and develop an internal ML platform to support data scientists in their research and development efforts.

• Implement cloud-native microservice architecture running on Kubernetes, leveraging infrastructure-as-code to automate the deployment and management of machine learning models.

• Drive the end-to-end machine learning lifecycle, from training and testing to deployment and monitoring in real-time or near real-time environments.

• Evaluate and select appropriate tools and technologies based on workload characteristics and performance requirements.

• Collaborate with cross-functional teams to manage projects with various stakeholders, ensuring alignment with business goals.

• 4+ years of experience in software engineering, with a strong track record of delivering high-scale, production-grade projects

• Proficiency in Python programming skills

• Experience working with relational and NoSQL databases, as well as cloud platforms (AWS, Azure, GCP)

• Strong problem-solving skills, attention to detail, and ability to thrive in a fast-paced, collaborative environment

• Experience with training, testing, deployment, and monitoring real-time (or near real-time) machine learning models in production is a plus

• Bachelor's or Master's degree in Computer Science, Engineering, Statistics, or related field

• Ability to work in an office environment a minimum of 3 days a week

• Enthusiasm about learning and adapting to the exciting world of AI – a commitment to exploring this field is a fundamental part of our culture