Senior ML Data Engineering
Tasks
- Build and improve dataset curation pipeline
- Build dataset SDK and data tooling
- Collaborate with algorithm teams on data gap analysis
- Develop scoring and sampling strategies for balanced datasets
- Implement 3D geometry tooling for camera calibration and transforms
- Measure dataset quality with validation and diagnostics
- Run and optimize GPU inference at scale
Perks/Benefits
- N/A
Skills/Tech-stack
3D Geometry | Active Learning | Apache Airflow | Argo Workflows | Camera Models | Columnar Analytics | Computer Vision | Coordinate transforms | Data Deduplication | Data Pipelines | Data Sampling | DuckDB | GPU Inference | Hard example mining | Image Segmentation | Inference Server | Kubeflow Pipelines | LLM Agents | LanceDB | Language Models | Machine Learning | Model Embeddings | NumPy | Object Detection | Pandas | PyArrow | Python | TensorRT | Triton Inference | Triton Inference Server | VLLM | Vector Databases | Vision Language Models | Vision Model Embeddings | Vision Transformers | Vision-language | Workflow Orchestration
Education
N/A
Related jobs
-
Artificial Intelligence | Cybersecurity | Data Pipelines | Generative AI | Incident ResponseSenior-level Full TimeRamat Gan, Israel; Tel Aviv, Israel5h ago
-
API | API Management | AWS | Access Management | Amazon ECSOn-site workMid-level Full TimeHerzliya, Israel, IL1d ago
-
A/B | A/B Testing | AWS | Azure | B testingAnnual learning and development budget | Company laptop | Fully remote | Home office stipend | Paid Maternity LeaveSenior-level Full TimeIsrael R1d ago
-
API Integration | Agent architecture | Authentication | Enterprise systems | IPaaSCompany-provided equipment | Equity participation | Flexible paid time off | Home office support | Offsite activitiesSenior-level Full TimeIsrael1d ago
-
AWS | Airflow | Amazon EC2 | Amazon EMR | Amazon RedshiftCareer coaching | Flexible workplace | Hybrid work modelMid-level Full TimeTel Aviv District, Israel1d ago
-
A/B | A/B Testing | B testing | Benchmarking | Data AnalysisAutonomy | Company provided MacBook | Continuous learning | Fully remote | Paid national holidaysMid-level Full TimeIsrael R1d ago
-
Big Data | Geometric algorithms | Graph Neural Networks | Machine Learning | Neural NetworksMid-level Full TimeJerusalem, Israel1d ago
-
Azure Synapse | Azure Synapse Analytics | BigQuery | ClickHouse | Data ModelingMid-level Full TimeHolon, Center District, IL2d ago
-
Senior Machine Learning Engineer - Syte ILS 420K-504KAirflow | CI/CD | Docker | Elasticsearch | GitHub ActionsSenior-level Full TimeHerzliya, Israel, IL2d ago
-
API Integration | Airflow | DBT | DLT | Data ModelingCatered lunches | Commuter benefits | Company equity | Flexible work schedule | Learning and development benefitsMid-level Full TimeBudapest, Hungary; Munich, Germany; Tel Aviv, …2d ago
-
Mid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL2d ago
-
Benchmarking | Data Quality | Dataset development | Deep learning | LLM APIsSenior-level Full TimeTel-Aviv, Israel, IL2d ago
-
Senior-level Full TimeTel Aviv, IL2d ago
-
Sr. Data Engineer - Cloud Security (Hybrid, ISR) ILS 380K-473KAWS | Apache Iceberg | Apache Spark | Cassandra | DockerCompetitive vacation and holidays | Employee networks | Paid adoption leave | Paid parental leave | Professional development opportunitiesSenior-level Full TimeTel Aviv (Sky Tower), Israel R2d ago
-
AWS | Azure | Azure Functions | CWE | Cloud RunMid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL3d ago
-
Senior-level Full TimeKfar Saba3d ago
-
Mid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL3d ago
-
AWS | Airflow | Alation | Apache Iceberg | Apache KafkaSenior-level Full TimeIsrael, Yokneam3d ago
-
API Integration | Computer Vision | Data Preprocessing | Deep learning | Document UnderstandingSenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL4d ago
-
APIs | AWS | Amazon Athena | Amazon Redshift | Apache AirflowSenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL4d ago
-
Data Analysis | Go-to-Market Strategy | Go-to-market | KPI Management | Language ProcessingSenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL4d ago
-
Mid-level Full TimeTel-Aviv, Israel, IL4d ago
-
Data labeling | Data strategy | Deep learning | Fraud Detection | Language ModelsSenior-level Full TimeTel Aviv, Israel4d ago
-
API Orchestration | AWS | Apache Kafka | Apache Spark | BigQuerySenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL4d ago
-
Mid-level Full TimeHerzliya, Tel Aviv District, IL4d ago