Senior Software Engineer, Machine Learning
Tasks
- Apply statistical techniques for conversion modeling
- Build and evolve machine learning platform
- Develop discriminative deep learning models
- Develop generative models for image and video ads
- Generate dynamic creative for ad optimization
- Implement calibration
- Implement realtime inference
- Model attribution with conversion modeling
- Optimize and deploy complex models at scale and low latency
- Optimize yield and margin
- Perform forecasting and time series modeling
- Run A B and multivariate experimentation
Perks/Benefits
- Financial wellness support
- Health benefits
- Hybrid work schedule
- Mental health support
- Paid time off
- Retirement benefits
Skills/Tech-stack
A/B | A/B Testing | Artificial Intelligence | Attribution Modeling | Auction dynamics | B testing | Calibration | Conversion modeling | Data Pipelines | Deep learning | Distributed Systems | Dynamic Creative Generation | Dynamic creative | Experimentation | Forecasting | Image Generation | Machine Learning | Multivariate Testing | Optimization | Real Time | Real-time Inference | Reinforcement Learning | Statistical modeling | Time Series | Video Generation
Education
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