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Mploy - דרושים

דרושים Applied Machine Learning Engineer בתל אביב

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Applied Machine Learning Engineer

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12/12/2025

 תל אביב

 Sweep

**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

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