Staff Machine Learning Engineer
Tasks
- Apply transformer models contrastive learning and vector search
- Build and implement search ranking and semantic retrieval systems
- Build and optimize machine learning pipelines for reproducibility and scalability
- Collaborate with product, engineering, and data science teams
- Define and track model performance metrics
- Design machine learning models and systems for ad targeting and ranking
- Develop optimization algorithms for advertising platform
- Implement query understanding and personalized product discovery
- Mentor engineering talent and promote technical excellence
Perks/Benefits
- 401k plan with company match
- Commuter benefits
- Disability coverage
- Electric Car Charging Station
- Employee assistance program
- Flexible spending account
- Health savings account
- Medical/dental/vision/life insurance
- Paid parental leave
- Paid time off
- Public holidays
Skills/Tech-stack
AWS | Airflow | Apache Spark | BigQuery | Cloud platform | Contrastive Learning | Deep learning | Embeddings | Google Cloud | Google Cloud Platform | H2O.ai | Information Retrieval | Java | Keras | Kubeflow | LLM | Language Processing | LightGBM | MLflow | Machine Learning | Multimodal Learning | Natural Language | Natural Language Processing | PyTorch | Python | Recommendation Systems | SageMaker | Scikit-learn | Statistical modeling | TensorFlow | Transformers | Vector Search | Vertex AI | Weights and Biases | XGBoost
Education
Regions
Countries
States
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