Senior Manager, Data Science
(USA) San Bruno - 850 Cherry CA San Bruno Home Office, United States
USD 203K-286K Senior-level Full Time
Tasks
- Analyze business problems and identify root causes
- Apply best practice model testing and tuning
- Apply strategy principles to complex problems
- Conduct exploratory data analysis
- Connect business needs with solutions
- Create online model learning systems
- Create test cases and validate solutions
- Customize stakeholder communication
- Define deliverables and success metrics
- Deploy and monitor models in production
- Deploy software solutions
- Design data representations
- Design experiments and test frameworks
- Develop business cases for projects
- Develop variables and features
- Document code and maintain playbooks
- Generate data and model visualizations
- Identify data sources and evaluate quality
- Identify model metrics
- Identify relevant business insights
- Interpret data trends
- Leverage AI and machine learning techniques
- Log and track model behavior
- Modify model parameters
- Present data insights
- Provide business recommendations
- Recommend solutions
- Review junior data scientist work
- Select modeling techniques
- Supervise team member
- Train algorithms on new data
- Translate business needs into projects
- Understand customer data requirements
- Write code solutions and features
Perks/Benefits
- 401k
- Adoption expenses
- Company discounts
- Education assistance
- Health coverage
- Life insurance
- Military service pay
- Paid time off
- Performance incentives
- Stock purchase
Skills/Tech-stack
A/B | A/B Testing | Advanced statistical modeling | B testing | Bayesian Inference | Big Data | Causal Inference | Controlled experiments | Forecasting | Hadoop | High Performance | High-Performance Computing | MCMC programming | Machine Learning | Marketing Mix | Marketing Mix Modeling | Mix Modeling | Multi-Touch Attribution | Multi-touch) | Online controlled experiments | Optimization models | Performance Computing | Predictive Modeling | Pymc | Python | Scala | Scikit-learn | Spark | Statistical modeling | Stochastic Programming
Education
Regions
Countries
States
Cities
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