Machine Learning Engineer at MyHeritage

📋 Description

• Design, develop, and deploy ML models for various business needs.
• Collaborate with product and engineering teams to productionize ML solutions.
• Experiment with model architectures to improve accuracy and scalability.
• Work with large datasets to preprocess and extract features for training.
• Use MLOps practices to automate ML development lifecycle.
• Monitor model performance and optimize its deployment.

🎯 Requirements

• Strong ML foundation: supervised/unsupervised, deep learning, vision/NLP.
• Python proficiency with PyTorch, Scikit-Learn, pandas, NumPy, SciPy, TensorFlow.
• Experience with data preprocessing and feature engineering for structured/unstructured data.
• Knowledge of model deployment and serving with Docker, Kubernetes, and cloud services.
• Familiarity with MLOps tools (MLFlow, ClearML) for automation and monitoring.
• SQL experience for data extraction and analysis (optional).

🎁 Benefits

• Hybrid work model
• Office in Or Yehuda with shuttle from Tel Aviv
• On-site gym and pilates classes
• Dog-friendly office
• Well-stocked kitchens and a monthly meal allowance
• Fully funded supplemental health insurance