Staff Machine Learning Engineer - Ads
Tasks
- Apply transformer models contrastive learning and vector search
- Build ML systems for search ranking semantic retrieval query understanding and personalized discovery
- Build and optimize ML pipelines for reproducibility scalability and operational excellence
- Collaborate cross functionally with product engineering and data science teams
- Define and track model performance metrics
- Design optimization algorithms for ad targeting and ranking
- Develop machine learning models for ads platform
- Mentor and grow engineering talent through technical excellence experimentation and continuous learning
- Use large language models embeddings and multi modal learning for relevance and intent modeling
Perks/Benefits
- 401k plan with company match
- Electric Car Charging Station
- Employee assistance program
- Flexible spending accounts
- Health savings account
- Long-term disability
- Medical/dental/vision/life insurance
- Paid parental leave
- Paid time off
- Pre-tax commuter benefits
- Public holidays
- Short-term disability
Skills/Tech-stack
Airflow | Amazon SageMaker | Apache Spark | BigQuery | Contrastive Learning | Deep learning | Embeddings | H2O.ai | Information Retrieval | Java | Keras | Kubeflow | 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 | Statistical modeling | TensorFlow | Transformers | Vector Search | Vertex AI | Weights and Biases | XGBoost
Education
Regions
Countries
States
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