Senior Machine Learning Engineer- LLMs & Self-Hosted AI
Tasks
- Architect model deployment infrastructure on AWS SageMaker
- Build offline and online evaluation frameworks
- Deploy and optimize large scale inference with vLLM
- Design fine-tuning strategies
- Develop agentic chatbot tool use and routing
- Develop asynchronous model serving microservices
- Orchestrate multi GPU deployments
- Run A B testing and analyze results
- Transition to self hosted LLM ecosystem
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AUC | AWQ | AWS SageMaker | Asynchronous | Attention Mechanisms | B testing | Bash | Bootstrapping | DPO | DVC | Data cleaning | Dataset versioning | Experiment tracking | F1-score | FastAPI | Fine Tuning | FlashAttention | Function Calling | GPTQ | Gguf | Hugging Face | LLM architectures | LoRA | MLflow | MRR | Mann Whitney U Test | Microservices | Model Registry | Multi-GPU | NDCG | PEFT | Precisión | PyTorch | Python | Quantization | RAG | RLHF | Ray | React | Recall | SFT | T-tests | TGI | Text Generation | Tool-Calling | VLLM | Weights and Biases
Education
N/A
Related jobs
-
Mid-level Full TimeBnei Brak, Tel Aviv District, IL23h ago
-
AI orchestration | AWS | Apache Spark | Data Modeling | Data TransformationSenior-level Full TimeKfar Saba, Israel1d ago
-
Senior-level Full TimeJerusalem, Israel1d ago
-
Airbyte | Apache Airflow | DBT | Data Modeling | Data WarehousingFully remote | Home office setup budget | Language learning sessions | Paid sick days | Paid time offSenior-level Full TimeIsrael R1d ago
-
Data Analysis | Data Classification | MATLAB | Performance Metrics | PythonMid-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL1d ago
-
Mid-level Full TimeTel-Aviv, Israel, IL1d ago
-
Senior-level Full TimeBnei Brak, Tel Aviv District, IL1d ago
-
AI API | API Integration | Anthropic API | Automation Pipelines | Google AIOnsite N/A | Professional development opportunities | Remote-friendlySenior-level Full TimeRamat Gan, Israel, IL2d ago
-
Code Versioning | Computer Vision | Continuous integration | Data Analysis | Data PipelinesSenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL2d ago
-
AWS | CI/CD | CUDA | Containerization | Data StreamingOpen source contributionsMid-level Full TimeRamat Gan, Israel2d ago
-
Artificial Intelligence | Computer Vision | Flask | Generative AI | JupyterAcademic hours | Evening courseEntry-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL2d ago
-
Mid-level Full TimeRa'anana, Center District, IL2d ago
-
Apache Spark | Data Modeling | Data Warehousing | Event Streaming | LLMSenior-level Full TimeHerzliya2d ago
-
Big Data | Data Analysis | Machine Learning | Python | Scientific ComputingMid-level Full TimeJerusalem, Israel2d ago
-
Anomaly Detection | Dashboards | Data Modeling | Data Quality | Data ReconciliationContinuous learning opportunities | Education support | Employee discounts | Family-friendly benefits | Flexible time offMid-level Full TimeIsrael2d ago
-
Mid-level Full TimeRamat-Gan, Tel Aviv District, IL2d ago
-
C++ | CUDA | CUDA profiling | Collective communication | Communication Compute OverlapSenior-level Full TimeIsrael, Tel Aviv R2d ago
-
Senior-level Full TimeTel Aviv-Yafo, Tel Aviv District, Israel2d ago
-
C++ | Computer Vision | Deep learning | Machine Learning | Model EvaluationMid-level Full TimeRamat Gan, Israel3d ago
-
Senior-level Full TimeRa'anana, Center District, IL3d ago
-
Senior Machine Learning Engineer USD 160K-250KCaching | Cloud Platforms | GPU Computing | Kubernetes | LLM InferenceSenior-level Full TimeIsrael, center, IL3d ago
-
Senior-level Full TimeTel-Aviv, Israel3d ago
-
API Integration | AWS | Access Control | Apache Airflow | AuthenticationFlexible work schedule | Hybrid work model | Remote work flexibilityMid-level Full TimeIsrael - Raanana R3d ago
-
Agent systems | Caching | Data Pipelines | Data cleaning | Deep learningMid-level Full TimeTel Aviv, Israel, IL3d ago
-
API Integration | Agentic architecture | Amazon Web Services | Cloud Platforms | Cloud platformSenior-level Full TimeTel Aviv-Yafo, Tel Aviv District, IL3d ago