Machine Learning Engineer
Tasks
- Analyze experimental results
- Apply multi armed bandit strategies
- Build reusable machine learning libraries
- Collaborate with engineering and data science teams
- Design and run A/B tests
- Design ranking and recommendation systems
- Design reinforcement learning algorithms
- Develop and implement machine learning models
- Evaluate machine learning algorithms
- Extract actionable insights from data
- Implement learning to rank
- Integrate machine learning models into products
- Maintain documentation for models and experiments
- Present results to stakeholders
- Set up experimentation environment
- Validate findings with statistical techniques
Perks/Benefits
- 401k matching
- Disability insurance
- Employer-paid life insurance
- Fertility benefits
- Health insurance
- Lifestyle spending account
- Mental health benefits
- Paid time off
- Parental leave
- Sick time
Skills/Tech-stack
A/B | A/B Testing | B testing | Kafka | Kubernetes | Learning-to-Rank | Machine Learning | Multi-Armed Bandits | PyTorch | Python | Reinforcement Learning | SQL | Spark | TensorFlow | XGBoost
Education
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