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Applied Machine Learning Engineer

Sweep • Tel Aviv-Yafo, Israel • 4d ago

Location

Tel Aviv

Employment Type

Full time

Location Type

Hybrid

Department

R&D

What will you do at Sweep?

As an Applied Machine Learning Engineer at Sweep, you’ll play a key role in designing and delivering ML-driven solutions that go directly into production. This is a hands-on, engineering-focused role where you’ll collaborate closely with product and backend teams to bring intelligent features to life.

Build, test, and deploy end-to-end ML systems – from data exploration and prototyping to production-grade deployment
Write high-quality, maintainable Python code, including backend logic (not just model code)
Collaborate with product managers and engineers to align ML solutions with user and business needs
Work with real-world datasets to solve practical problems, focusing on impact and scalability
Participate in system design discussions, including how cloud infrastructure supports scalable ML
Explore and integrate Generative AI capabilities where relevant
Help shape internal ML best practices and contribute to team knowledge-sharing

We are looking for someone who:

Has a strong engineering background – experience as a Software Engineer or Machine Learning Engineer
Is proficient in Python and has written production-level backend code, not just ML scripts
Understands and can write SQL; familiarity with JavaScript is a plus
Has experience working with cloud infrastructure and understands system architecture at scale
Is curious and up to date with Generative AI tools and frameworks (e.g. Langchain, Langraph, Mastra, etc)
Is practical and impact-driven – focused on shipping and solving real problems
Communicates clearly and works well in cross-functional teams
Has deployed ML models into production environments
(Nice to have) Has experience with ML Ops, model monitoring, or experimentation platforms
(Nice to have) Has worked in fast-moving, startup-like environments