MLOps Engineer, Algorithms Team
- תל אביב
- משרה קבועה
- משרה מלאה
- Lead and build the team's engineering structure around model training, data flows, and MLOps.
- Mentor researchers on clean, maintainable code and perform regular code reviews.
- Define and enforce coding standards, testing strategies, and automation workflows.
- Incorporate best practices such as CI/CD for ML models, model versioning, monitoring, and validation automation.
- Optimize and refactor researchers' code for performance and readability.
- Plan and implement how datasets are structured, versioned, and processed-ensuring reproducibility and clear data governance.
- Set up and extend infrastructure, proactively propose new capabilities as needs grow.
- Collaborate closely with backend and DevOps teams to ensure robust reliable operations of the algo-team.
- 5+ years of experience in one or more: Python developer, devops, data engineering
- 2+ of which are in MLOps, building infrastructure for deep learning training/inference
- BSc in Computer Science or equivalent
- Ability to thrive in a fast-paced startup working environment
- Pro-active and independent achiever, self-learner, able to handle a task from idea to production
- Leadership experience, whether it's leading people, projects, or technologies
- Experience working with cloud service providers and DB technologies
- Experience with AWS and Postgres - advantage
- Good vibes and a sense of humor - must
Mploy