Machine Learning Data Scientist
Tasks
- Communicate insights and recommendations to stakeholders
- Define KPIs and evaluation frameworks
- Deploy models into production
- Design machine learning models for real time industrial applications
- Detect data drift
- Ensure modeling validation and reproducibility
- Implement continuous improvement
- Lead feature engineering and data exploration
- Monitor model robustness over time
- Own end to end modeling pipeline
- Run experimentation strategies
- Translate ambiguous production challenges into data science problems
Perks/Benefits
- N/A
Skills/Tech-stack
AWS SageMaker | Anomaly Detection | CatBoost | Cause analysis | Data Drift | Data Drift Detection | Data Exploration | Drift Detection | Feature Engineering | LightGBM | MLOps | Machine Learning | Model Evaluation | Python | Root Cause Analysis | Root cause | Scikit-learn | Series analysis | Time Series | Time Series Analysis | XGBoost
Education
Related jobs
-
Senior Software Engineer - Data Pipelines ILS 341K-504KAWS | Apache Airflow | CI/CD | Databricks | Distributed tracingFlexible-hybrid work | On-call supportSenior-level Full TimeIsrael - Office - Tel Aviv7h ago
-
APIs | Data Pipelines | Data integration | LLM Evaluation | Machine LearningEquity compensation | Real ownership | Remote-friendlyMid-level Full TimeTel Aviv-Yafo, Tel Aviv District, Israel1d ago
-
Senior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL3d ago
-
Senior Backend AI Engineer ILS 362K-504KAgentic AI | Alembic | Autogen | Azure | Azure OpenAIEmployee assistance program | Flexible working environment | LinkedIn Learning | Volunteer time offSenior-level Full TimeYokneam Illit, Israel3d ago
-
Software Engineer (Mid) - Backend AI Engineer ILS 283K-366KAI | AI Services | Agent Framework | Agent Frameworks | Agentic AIEmployee assistance program | Flexible working environment | LinkedIn Learning | Volunteer time offSenior-level Full TimeYokneam Illit, Israel3d ago
-
Lead AI Engineer USD 160K-213KAgentic Workflows | Artificial Intelligence | CI/CD | Data Engineering | LLM ApplicationsHybrid work model | In-office collaboration | Remote flexibilitySenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL R4d ago
-
AI Engineer, Agentic Systems & AI Infrastructure USD 120K-150KBigQuery | Evaluation Frameworks | GCP | Human-in-the-loop | LLM AgentsMid-level Full TimeTel Aviv-Jaffa, Tel Aviv District, IL4d ago
-
Data Scientist Team Lead USD 150K-175KBig Data | Data Mining | Data Visualization | Looker | Machine LearningSenior-level Full TimeTel Aviv-Jaffa, Tel Aviv District, IL4d ago
-
Data Engineer USD 125K-160KCloud Architecture | Cloud infrastructure | Data Modeling | Data Monitoring | Data QualitySenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL R4d ago
-
Mid-level Full TimePetah Tikva, Center District, IL R4d ago
-
Airflow | BigQuery | Dashboarding | Data Analysis | DatabricksFlexible work schedule | Hybrid work modelEntry-level Full TimeTel Aviv R4d ago
-
AI Engineer for Marketing USD 96K-125KAPI Security | Chroma | CrewAI | Data Governance | Data ModelingMid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL R4d ago
-
Senior DevOps Engineer ILS 283K-366KAWS | Argo CD | BigQuery | CI/CD | ClearMLHybrid work environment | Inclusive workplaceSenior-level Full TimeRamat Gan, Tel Aviv District, IL R4d ago
-
Senior-level Full TimeHaifa, Haifa District, IL4d ago
-
Data Engineer (Data & AI solutions) ILS 139K-180KAWS | AWS Glue | Amazon Athena | Amazon EMR | Amazon SageMakerMid-level Full TimePetah Tikva, Central District4d ago
-
Applied Data Science USD 220K-340KAdversarial Machine Learning | Evaluation | Fine Tuning | Huggingface | LoRASenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL5d ago
-
AI Engineer ILS 384K-504KAngular | Azure DevOps | Django | JSON | JiraGlobal team collaboration | Hybrid work locationSenior-level Full TimeTel Aviv, Tel Aviv District, IL5d ago
-
Staff Algorithm Engineer USD 150K-250KAWS EC2 | AWS S3 | AWS SageMaker | Active Learning | Amazon Web ServicesHigh autonomy | Mentorship and knowledge-sharing | Startup environmentSenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL5d ago
-
Customer Success Physicist- Tel Aviv USD 136K-211KAutomation | English | Python | Quantum Physics | Software developmentTravel opportunitiesMid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL5d ago
-
Senior-level Full TimeTel Aviv, Israel5d ago
-
Agentic Systems | Benchmarking | Data Analysis | Experimentation | Fine TuningMid-level Full TimeTel Aviv-Yafo, Tel Aviv District, Israel5d ago
-
Agentic Workflows | Automated testing | CI/CD | Cloud infrastructure | DevOpsSenior-level TemporaryJerusalem, Israel6d ago
-
C# | C++ | CAN bus | Candump | Code reviewEntry-level Full Time TemporaryYizre'el, North District, IL6d ago
-
Senior-level Full TimeYizre'el, North District, IL6d ago
-
ML Ops Engineer ILS 384K-504KCloud Computing | Data-intensive | Data-intensive applications | Docker | KubernetesSenior-level Full TimeHerzliya, Tel Aviv, Israel6d ago