Principal Data Scientist
Mettawa, IL, United States
USD 121K-202K (estimate) Senior-level Full Time
Tasks
- Build scalable AI/ML solutions
- Conduct causal inference and advanced ML research
- Deploy and monitor AI/ML solutions
- Design predictive and inferential models
- Develop experimentation and observational measurement
- Establish model development best practices
- Evaluate cross channel engagement patterns
- Lead advanced analytics portfolio
- Perform feature engineering and validation
- Translate requirements into technical solutions
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | APIs | Agile | Azure ML | B testing | Causal Inference | Data Transformation | Databricks | Deep learning | Deployment | Experiment design | Experimental Methods | Feature Engineering | MLOps | MLflow | Machine Learning | Model Validation | Monitoring | Multi-Armed Bandits | Next Best Action | NumPy | Omnichannel analytics | Pandas | PySpark | PyTorch | Python | Quasi Experimental | Quasi-experimental methods | R | Reinforcement Learning | SQL | Scikit-learn | Statistical modeling | TensorFlow | Transformers
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
Data Scientist | Principal | Principal Data Scientist | Scientist
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