Machine Learning Scientist 5 - Ad Ranking
Tasks
- Build train and evaluate models
- Communicate technical decisions and trade-offs
- Define optimization objectives and constraints
- Design machine learning algorithms
- Develop offline evaluation frameworks
- Develop online evaluation frameworks
- Implement optimization algorithms
- Measure impact of model improvements
- Partner with product teams
- Present experiment results to stakeholders
Perks/Benefits
- 401(k) retirement plan with employer match
- Disability programs
- Flexible spending accounts
- Flexible time off
- Health plans
- Health savings accounts
- Mental health support
- Paid leave of absence programs
- Paid time off
- Stock Option Program
Skills/Tech-stack
Data Analysis | Java | Machine Learning | Model Evaluation | Offline evaluation | Online Experimentation | Optimization | Production data | Python | Scala
Education
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