Senior Manager, Data Science
(USA) Ol Roy Building AR Bentonville Home Office, United States
USD 132K-220K Senior-level Full Time
Tasks
- Analyze business problems and question assumptions
- Apply model testing and tuning for accuracy fit validity robustness
- Build proofs of concept
- Collaborate with user experience designers to build front end applications
- Conduct exploratory data analysis
- Create continuous online model learning and enhancements
- Create test cases for solution validation
- Customize communication style for stakeholders
- Define success criteria and key metrics
- Deploy models to production
- Deploy software to production servers
- Design data representations for multiple datasets
- Design experiments and create test learn frameworks
- Develop advanced machine learning techniques and Auto ML
- Develop business cases with projected return on investment
- Develop features and variables based on model responses
- Generate data visualizations for model outcomes
- Guide feature engineering experimentation and advanced modeling
- Identify data sources based on requirements and service level agreements
- Identify model evaluation metrics
- Log and track model performance in production
- Maintain code documentation and playbooks
- Mentor junior associates on storytelling structures and techniques
- Modify model parameters based on deployment scale
- Monitor model behavior using defined metrics
- Present insights to business and stakeholder audiences
- Quantify business impact
- Recommend business insights to stakeholders
- Select modeling techniques for complex problems
- Test code using appropriate testing approaches
- Translate business requirements into projects and tasks
- Write code for solutions and application features
Perks/Benefits
- N/A
Skills/Tech-stack
Agile | Alteryx | Ask Data | Auto ML | C# | Data Analysis | Excel | Exploratory Data Analysis | Feature Engineering | Forecasting | Hadoop | Hypothesis Testing | JavaScript | Jira | Linear Regression | Microsoft SQL | Microsoft SQL Server | NumPy | Pandas | PowerBI | PowerPoint | Python | R | R Shiny | SQL | SQL Server | Series analysis | Tableau | Tableau Prep | Teradata | Time Series | Time Series Analysis | Windows functions
Education
Master of Arts | Master of Business Administration | Master of Science
Roles
Data Science Manager | Data Scientist | Manager | Scientist | Senior Manager
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