Senior IT Data Scientist
Tasks
- Analyze model errors and improve strategies
- Build datasets and prototypes
- Clean and validate data quality
- Communicate results to non technical partners
- Conduct fairness reviews for models
- Deploy models with Docker or Kubernetes
- Design experiments to track model metrics
- Design scalable AI solutions
- Develop AI and ML models for prediction
- Develop machine learning algorithms
- Implement model logging and alerting
- Integrate and monitor ML solutions
- Maintain ML pipelines and resolve issues
- Perform deployment, integration, testing
- Perform exploratory data analysis
- Rank ML algorithms by performance
- Set up CI/CD pipelines
- Train and evaluate predictive models
- Write SQL and Python or R code
Perks/Benefits
- 401k match
- Flexible work arrangements
- Health insurance
- Holidays
- Paid time off
- Remote work options
- Stock purchase plans
- Tuition reimbursement
Skills/Tech-stack
CI/CD | Continuous Deployment | Continuous integration | Data Analysis | Data Quality | Data Visualization | Data cleaning | Databricks | Docker | Exploratory Data Analysis | Git | Kubernetes | Machine Learning | Predictive Modeling | Python | R | SQL
Education
Bachelor of Arts | Bachelor of Engineering | Bachelor of Science
Roles
Data Scientist | IT | IT Data Scientist | Scientist | Senior Data Scientist
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