Staff Data Scientist
(USA) Together Building AR Bentonville Home Office, United States
USD 132K-220K Senior-level Full Time
Tasks
- Build data strategy
- Create test cases and validate solutions
- Deploy models to production
- Deploy software to production servers
- Design data representations for datasets
- Design experiments and create test and learn frameworks
- Develop advanced machine learning techniques
- Develop business cases with ROI or cost savings
- Develop proofs of concept
- Evaluate and validate models
- Formulate data and mathematical solutions
- Generate data visualizations
- Guide feature engineering and experimentation
- Identify data sources
- Implement continuous online model learning
- Maintain code documentation and playbooks
- Monitor model behavior and metrics
- Perform data quality checks
- Perform exploratory data analysis
- Select modeling techniques for large scale data
- Translate business requirements into analytics projects
- Tune models using best practices
- Write code for solutions and application features
Perks/Benefits
- N/A
Skills/Tech-stack
ANOVA | API Development | Agent-based | Agent-based modeling | Bagging | Boosting | CSS | Dynamic Programming | Ensemble learning | HTML | Hypothesis Testing | Keras | Linear Programming | MATLAB | Matplotlib | Model Evaluation | Model Validation | Monte Carlo | Monte Carlo Simulation | NumPy | Pandas | Plotly | PowerBI | PyTorch | Python | R | Regression Analysis | SAS | SQL | SQLite | SciPy.stats | Scikit-learn | Seaborn | Stacking | StatsModels | Supervised Learning | T-test | Tableau | TensorFlow | Unsupervised Learning | Web Scraping
Education
N/A
Roles
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