Machine Learning Engineer, Causal Inference, Level 5
Santa Monica - 3340 Ocean Park Blvd, United States
USD 178K-313K Mid-level Full Time
Tasks
- Build maintainable data pipelines
- Collaborate on experimentation strategy
- Conduct code reviews
- Design analyze interpret AB tests
- Design analyze interpret quasi experiments
- Design causal impact models
- Develop causal machine learning solutions
- Develop heterogeneous treatment effect estimation
- Ensure methodological rigor
- Evaluate model tradeoffs
- Maintain scalable infrastructure
- Productionize uplift modeling
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | B testing | Bayesian Inference | Bias Variance | Bias-Variance Tradeoff | Causal Inference | Experimental Methods | Frequentist inference | Heterogeneous treatment effects | Instrumental Variables | Machine Learning | Meta Learning | Model Interpretability | NumPy | Observational data | Pandas | Production Machine Learning | Propensity Score Matching | Propensity score | Python | Quasi Experimental | Quasi-experimental methods | Scalability | Scikit-learn | Score Matching | Statistical modeling | Uplift Modeling
Education
Regions
Countries
States
Cities
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