Machine Learning Pipeline Engineer

  • R&D
  • Israel
  • Full-time

The position:

We are looking for a talented and creative Machine Learning Pipeline Engineer to join us in developing checkout-free shopping! This is a fantastic opportunity to join our excellent team early on and grow with the company. If you’re dedicated, friendly, appreciate challenges and looking for something beyond the ordinary – Then your place is with us!

A day in the life:

  • Develop a fully automatic, highly complex AI infrastructure on top of huge data, to make training and deployment of ML models in production a seamless routine.
  •  Develop tools for concurrent, fast and optimized training of dozens of models for multiple stores on millions of images.
  • Develop tools for real-time monitoring and accuracy analysis of ML models deployed to production.
  • Implement and integrate new logics and flows for ML model training, testing and monitoring.

You bring to the table:

  • BSc. in Computer Science/ Software Engineering, or equivalent.
  • At least 4 years of Software Engineer experience
  • Proven hands-on experience building solutions for large-scale data infrastructures and ML pipelines
  • Exposure to multiple ML frameworks including Scikit-learn and PyTorch 
  • Experience with Docker, Kubernetes environment
  • Expert in Python programming
  • Understanding of DevOps practices and tools
  • Experience working with public cloud
  • Experience with Cloud platforms
  • Experience in development of resource-intensive, high-concurrency applications.
  • Can take a task and "deliver” - be independent, creative, and capable of taking initiative.
  • Have a proven track record of being a collaborative team player!
  • Optimistic by nature

Nice to have:

  • Passion for machine learning and data science
  • Experience with GCP Cloud 
Apply now