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Software Engineer - ML platform

Tel Aviv, IL | Engineering | Full-time

We're looking for a passionate developer to help architect and build our machine learning platform.

As a Software engineer on the Data Science team, you’ll be responsible for running machine learning models in production, while constantly striving to automate. We use existing systems when possible, but do not shy away from rolling components ourselves. 

 

Responsibilities

  • Help design an internal ML platform geared towards data scientists with varying levels of experience
  • Collaborate with both data scientists and engineers, managing projects with various stakeholders
  • Develop in a cloud native microservice architecture
  • Provision cloud resources with infrastructure-as-a-code, automating the machine learning lifecycle
  • Drive business-wide ML projects from an engineering perspective
  • Analyze and choose the right tool for the job—depending on factors such as whether the workload is CPU or I/O bound, what guarantees the database should provide, and so on

Requirements

  • 4+ years experience in software engineering
  • Strong programming skills in at least 2 general purpose programming languages: Python (preferred), Java, C#, C++, Ruby, Typescript
  • BSc in Computer Science, Mathematics, or related degree
  • Experience working on high-scale, production-grade projects
  • Knowledge of relational and NoSQL databases
  • Experience with training, testing, deployment, and monitoring real-time (or near real-time) machine learning models in production is a plus
  • Ability to work in an office environment

 

About Lemonade

Lemonade is a licensed insurance carrier offering renters, homeowners, car, pet, and life insurance in the United States, contents and liability insurance in Germany and the Netherlands, and renters insurance in France. We’re powered by artificial intelligence and behavioral economics, and driven by social good.

A Certified B-Corp, Lemonade donates unused premiums to nonprofits selected by its community as part of our annual Giveback program. We incorporate our values into everything we do—from our business model to our office culture.

Things to know…

Lemonade is an equal opportunity employer committed to diversity and inclusivity. We never discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status. If you require reasonable accommodations due to religious beliefs, pregnancy, or disabilities, let us know at any time.

As a certified B-corp, Lemonade is committed to pursuing social and environmental efforts. We do this in a variety of ways, from providing sponsored opportunities for our employees to give back to their community, to partnerships with organizations that enable our team to autonomously contribute their time to causes they care about.