Staff Machine Learning Engineer - Ads
Tasks
- Build large scale machine learning systems for search ranking and semantic retrieval
- Build machine learning pipelines for reproducibility and scalability
- Collaborate with product, engineering, and data science teams
- Create embedding based retrieval for personalized product discovery
- Define key performance metrics for model impact evaluation
- Design optimization algorithms for ad relevance and ranking
- Develop machine learning models for ad targeting
- Implement transformer based retrieval and contrastive learning
- Mentor and grow engineering talent
Perks/Benefits
- 401k plan with company match
- Flexible spending accounts
- Health savings account
- Medical/dental/vision/life insurance
- Paid parental leave
- Paid time off
Skills/Tech-stack
Airflow | Apache Spark | BigQuery | Cloud Computing | Deep learning | Embeddings | H2O.ai | Information Retrieval | Java | Keras | Kubeflow | Language Models | Language Processing | Large Language Models | LightGBM | MLflow | Machine Learning | Natural Language | Natural Language Processing | PyTorch | Python | Recommendation Systems | SageMaker | Scikit-learn | Statistical modeling | TensorFlow | Vector Search | Vertex AI | Weights and Biases | XGBoost
Education
Regions
Countries
States
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