Senior ML Research Engineer
Tasks
- Apply instruction tuning and preference learning
- Build LLM evaluation and experimentation frameworks
- Build LLM training pipelines
- Develop model interfaces for product teams
- Generate synthetic training data
- Implement data curation and labeling pipelines
- Optimize inference performance and cost
- Run automated evaluation suites and red teaming
- Scale distributed model training and inference
- Train and fine-tune large language models
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Amazon SageMaker | Apache Beam | Argo | Attention Mechanism | CI/CD | Continual pretraining | Contrastive Learning | Dask | DeepSpeed | Distributed Training | Embeddings | Experiment tracking | FSDP | Instruction Tuning | Knowledge Distillation | Kubeflow | LoRA | MLflow | PEFT | Preference optimization | PyTorch | Python | Quantization | RAG | Retrieval-Augmented Generation | Spark | TensorFlow | Tokenization | Tokenizer | Transformers | Vector Databases | Weights and Biases
Education
N/A
Related jobs
-
AWS | Azure | Cloud Computing | Data Preprocessing | Deep learningContinuous learning | Flexible work environment | Fully remote | Professional growth | Work-life balanceMid-level Full TimeIsrael R7d ago
-
MLOps Engineer ILS 420K-504KAWS | Amazon SQS | Apache Airflow | Apache Kafka | CI/CDContinuous learning | Flexible work environment | Professional growthSenior-level Full TimeRamat Gan (Hybrid) R9d ago
-
Senior-level Full TimeTel Aviv/ Hybrid (Israel), Israel R20d ago
-
Airflow | Amazon SageMaker | Apache Beam | Argo Workflows | Attention MechanismsSenior-level Full TimeTel Aviv/ Hybrid (Israel), Israel R20d ago
-
Apache Kafka | Azure Data | Azure Data Explorer | Azure Event | Azure Event HubsMid-level Full TimeTel Aviv/ Hybrid (Israel), Israel R21d ago
-
Senior-level Full TimeTel Aviv/ Hybrid (Israel), Israel R24d ago
-
Airflow | Amazon SageMaker | Apache Beam | Argo Workflows | Attention MechanismSenior-level Full TimeTel Aviv/ Hybrid (Israel), Israel R24d ago
-
Senior-level Full TimeTel Aviv/ Hybrid (Israel), Israel R24d ago
-
Azure | Azure Data | Azure Data Explorer | Azure Event | Azure Event HubsMid-level Full TimeTel Aviv/ Hybrid (Israel), Israel R24d ago
-
AI Research & Innovation Team Lead ILS 380K-504KAnomaly Detection | Causal Inference | Cause analysis | Counterfactual reasoning | Deep learningSenior-level Full TimeHerzliya, HA, IL R1mo ago
-
Senior ML Engineer (Token Factory) GBP 75K-130KAttention | CI/CD | CUDA | Cutlass | FP8Career growth and learning opportunities | Collaborative and innovative culture | Flexibility | International environment | Opportunity to work on impactful AI projectsSenior-level Full TimeAmsterdam, Netherlands; Berlin, Germany; Israel; London, … R1mo ago
-
Senior ML Engineer (Token Factory) GBP 80K-130KCI/CD | Distributed Training | Inference Optimization | JAX | JAX Speculative DecodingCareer growth and learning opportunities | Collaborative culture | Flexibility | International environment | OwnershipSenior-level Full TimeGermany; Israel; Netherlands; Prague, Czech Republic; … R1mo ago
-
C++ | Constraint Solving | Hardware-in-the-loop | Inference | Machine LearningDirect access to quantum processors | Flexible work culture | High autonomy | Short feedback loops | Technical ownershipSenior-level Full TimeRemote - Tel Aviv, Israel R1mo ago
-
C++ | Data Pipelines | Inference Optimization | Machine Learning | OptimizationDirect access to quantum processors | Flexible work culture | High autonomy | Long term equity participation | Technical ownershipMid-level Full TimeRemote - Tel Aviv, Israel R1mo ago
-
AI Automation | Calibration | Closed Loop | Closed loop control | Control Error ModelingCollaboration with cross-functional teams | Direct access to quantum processors | Flexible work culture | High autonomy | Long term equity participationSenior-level Full TimeRemote - Tel Aviv, Israel R1mo ago
-
Benchmarking | Error characterization | NumPy | Pandas | PythonCollaboration with cross-functional teams | Equity participation | Flexible work culture | High autonomy | Technical ownershipMid-level Full TimeRemote - Tel Aviv, Israel R1mo ago