Data Scientist
Summary
Build and maintain ML models, clean datasets, and extract insights from geospatial and other data sources to improve products and processes.
- Build internal and external data source knowledge
- Build statistical and machine learning models
- Clean and preprocess datasets for analysis
- Collaborate with cross-functional teams
- Conduct code reviews
- Consult on data collection and tracking
- Create test and measurement plans
- Develop machine learning and artificial intelligence components
- Document methodologies, processes, and results
- Execute test and measurement plans
- Extract transform data from multiple sources
- Generate reports and visualizations
- Improve methodologies and products
- Maintain data pipelines and analytical tools
- Mine and synthesize data across sources
- Monitor model performance
- Perform analyses for ad hoc requests
- Refine data collection processes
- Transform geospatial datasets into actionable insights
- Troubleshoot data quality issues
- Validate predictive models
Perks/Benefits:
- 401k matching
- Adoption Assistance
- Childcare tuition discounts
- Company bonus
- Fertility benefits
- Fitness and wellness programs
- Medical, dental, and vision insurance
- Mental health support
- Paid Holidays
- Paid vacation
- Stock purchase discount