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Tech Stack
Tools & technologiesPandasPythonScikit-LearnSQL
About the role
Key responsibilities & impact- Build, test, improve and roll out new models in a variety of problem spaces.
- Analyze how our customer base is shifting as we grow and pinpoint areas we can improve.
- Help our existing engineering and business teams achieve our cross-functional goals.
Requirements
What you’ll need- 5+ years of experience doing data science (modeling + analysis)
- Advanced degree in data science, statistics, computer science, or related field.
- Proven expertise in machine learning principles and techniques
- Experience in Python, using industry-standard modeling toolkits like sklearn, JupyterLab, pandas, matplotlib, statsmodels, etc.
- Experience in writing complex SQL queries and the ability to put together multiple data sources
- Experience creating training data sets, training models, tuning hyperparameters, performing validation, running A/B tests in production, creating and owning performance and model monitoring
- Experience building classification and prediction models, testing them in a startup environment and iterating to improve their models.
- Ability to work effectively and communicate ideas/code clearly in a cross-functional team environment (Engineering, Product and Business teams)
- Experience building end-to-end data science solutions to address business needs: from ideation to deployment & AB testing
- Strong written and verbal communication skills, with the ability to explain complex concepts to various audiences
Benefits
Comp & perks- Medical, dental, and vision insurance
- Flexible PTO Policy
- 401k plan
- Paid Parental Leave
- Physical and mental wellbeing benefits including Wellhub for access to virtual workouts and discounted gym memberships, and Headspace for covered virtual therapy sessions and unlimited on demand health support
- Monthly reimbursements to use against wifi and cell phone bills
- Annual reimbursement for Learning & Development
- Help hard working Americans build a brighter financial future
- High-growth company
- A dynamic, flexible and collaborative start-up work environment with a highly talented team
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Data ModelingData AnalysisMachine Learning PrinciplesModel TuningA/B TestingPerformance MonitoringClassification ModelsPrediction ModelsTraining Data SetsHyperparameter Optimization
Soft Skills
Effective CommunicationCross-Functional CollaborationProblem-Solving
Certifications
Advanced Degree in Data ScienceAdvanced Degree in StatisticsAdvanced Degree in Computer Science
