ML Engineer
Tasks
- Automate MLOps pipelines
- Build feature engineering repositories
- Build inference monitoring pipelines
- Build internal tooling
- Collaborate with cross-functional teams
- Develop static features
- Develop temporal features
- Engineer event based features
- Engineer price related features
- Engineer seasonality features
- Evaluate explainability outputs
- Extend model monitoring pipelines
- Implement production based adjusters
- Monitor ML artifacts
- Monitor model performance
- Optimize MLOps pipelines
- Perform exploratory data analysis
- Report explainability metrics
- Report reliability metrics
- Retrain machine learning models
- Support production ML workflows
- Track feature alignment metrics
- Track feature coverage metrics
- Troubleshoot production ML issues
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | CI/CD | Cloud platform | Dagster | Data Analysis | Data Visualization | Demand forecasting | Docker | Exploratory Data Analysis | Feature Engineering | Google Cloud | Google Cloud Platform | Kedro | Kubernetes | ML observability | MLOps | Model Explainability | Model Monitoring | NumPy | Pandas | Polars | Pricing | PyTorch | Python | SQL | Scikit-learn | TensorFlow | Time Series
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Related jobs
-
Senior-level Full TimeHerzliya, Tel Aviv District, IL4h ago
-
Senior-level Full TimeHerzliya, Tel Aviv District, IL4h ago
-
Data Engineer (Cross) ILS 170K-230KAgile | Apache Airflow | DBT | Data Pipelines | ETLBirthday day off | Collective health insurance | Electric car charging | Free parking | Gifts on holidaysEntry-level Full TimeHerzliya Pituach, Israel, IL6h ago
-
Data Engineer (Cross) ILS 170K-230KApache Airflow | DBT | Data Warehousing | ETL | Integration ServicesBirthday day off | Electric car charging | Free parking | Gifts and life event gifts | Health insuranceEntry-level Full TimeHerzliya Pituach, Israel, IL6h ago
-
Senior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL6h ago
-
AWS | Apache Airflow | Azure | Bioinformatics | C#Hybrid workSenior-level Full TimeTel Aviv District, Israel20h ago
-
Cloud Computing | Data Science | Deep learning | Distributed Systems | Fraud DetectionMid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL23h ago
-
AWS Bedrock | Agentic Workflows | Anthropic Claude | Auditability | Azure OpenAISenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL23h ago
-
Senior-level Full TimeHerzliya, Tel Aviv District, IL1d ago
-
Senior-level Full TimeTel Aviv1d ago
-
Senior-level Full TimeTel Aviv1d ago
-
Senior-level Full TimeHerzliya, Tel Aviv District, IL1d ago
-
Senior-level Full TimeTel Aviv, Israel1d ago
-
Mid-level Full TimeTel Aviv, Israel1d ago
-
Senior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL1d ago
-
Mid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL1d ago
-
Data Engineering Team Leader ILS 341K-504KAWS | Cloud Computing | Data Governance | Data Lakehouse | Data ObservabilitySenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL1d ago
-
Mid-level Full TimeGiv'atayim, Tel Aviv District, IL2d ago
-
AI Backend Engineer ILS 170K-230KAWS | Agent systems | Authentication | Azure | Cloud infrastructureCareer growth | Continuous learning | MentorshipEntry-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL2d ago
-
Senior Data Engineer (DevOps Core) ILS 420K-504KAWS | AWS RDS | Access Control | Amazon Aurora | Amazon Aurora PostgreSQLProfessional development | Work-life balanceSenior-level Full TimeRamat Gan, Tel Aviv District, IL2d ago
-
Mid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL2d ago
-
Mid-level Full TimeGiv'atayim, Tel Aviv District, IL2d ago
-
Senior-level Full TimePetah Tikva, Center District, IL2d ago
-
Airflow | ClickHouse | Dagster | Derivative Free Optimization | Mathematical OptimizationMid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL2d ago
-
AWS | ClickHouse | Data Pipelines | Database Query | Database Query OptimizationSenior-level Full TimeHerzliya, Tel Aviv District, IL2d ago