Staff Machine Learning Engineer
Tasks
- Build ML pipelines
- Build large scale ML systems for ad targeting
- Collaborate with product and data science teams
- Define model evaluation metrics
- Design machine learning optimization algorithms
- Develop machine learning models
- Ensure ML reproducibility and scalability
- Implement personalized product discovery systems
- Implement query understanding systems
- Implement search ranking and semantic retrieval systems
- Mentor engineering talent
Perks/Benefits
- 401k plan with company match
- Commuter benefits
- Disability insurance
- Electric Car Charging Station
- Employee assistance program
- Flexible spending accounts
- 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 | Information Retrieval | Java | Keras | Kubeflow | LLM | Language Models | Language Processing | Large Language Models | LightGBM | MLflow | Machine Learning | Multi-Modal | Multi-Modal Learning | Natural Language | Natural Language Processing | PyTorch | Python | Recommendation Systems | SageMaker | Scikit-learn | Search & Ranking | Statistical modeling | TensorFlow | Transformer Models | Vector Search | Vertex AI | Weights and Biases | XGBoost
Education
Regions
Countries
States
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