Machine Learning Engineer
Tasks
- Analyze experimental data
- Apply multi armed bandit strategies
- Build reusable machine learning libraries
- Design A/B tests
- Design reinforcement learning algorithms
- Develop machine learning models
- Evaluate machine learning algorithms
- Implement recommendation ranking systems
- Integrate models into product
- Maintain model documentation
- Monitor model performance
- Set up test environment
- Validate results with statistical techniques
Perks/Benefits
- 401k matching
- Disability insurance
- Fertility benefits
- Health insurance
- Life insurance
- Lifestyle Wallet
- Mental health benefits
- Paid time off
- Parental leave
- Sick time
- Telecommuting permitted
Skills/Tech-stack
A/B | A/B Testing | B testing | Collaborative Filtering | Content-Based Filtering | Content-based | Deep learning | Hybrid Models | Kafka | Kubernetes | Language Models | Large Language Models | Learning-to-Rank | Machine Learning | Multi-Armed Bandits | PyTorch | Python | Reinforcement Learning | SQL | Spark | TensorFlow | Transformer Models | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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