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← Hello Heart

Machine Learning Engineer

Hello Heart
Location
Tel Aviv, Israel
Posted
2 months ago
Department
Data
What they actually want (must-haves)
  • Strong coding skills with experience writing production-grade, maintainable, well-tested code
  • 5+ years of end-to-end ownership of ML pipelines including feature engineering, modeling, automated evaluation, deployment, and monitoring in production
  • Comfort with statistical concepts including distributions, inference, hypothesis testing, and experimental design
  • Proficiency using AI coding assistants as a core part of the development workflow
  • Expertise with ML frameworks such as PyTorch, scikit-learn, XGBoost, or LightGBM
What the job really is

As a Machine Learning Engineer at Hello Heart, you will be responsible for developing and deploying predictive ML models that enhance user engagement and assess cardiovascular risks. Your role will involve end-to-end model development, writing production-grade code, and collaborating with cross-functional teams to create data-driven healthcare solutions. You will also work on maintaining ML infrastructure and conducting experiments to measure the impact of various models and features.

Things to weigh
  • No salary listed
  • Focus on healthcare applications may limit exposure to other industries
  • Emphasis on collaboration and culture may indicate a team-oriented environment
Job score2.4/5
Benefits1/5
Freshness1/5
Career value5/5
Role clarity5/5
Pay transparency0/5

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