Note: The job is a remote job and is open to candidates in USA. CareSource is a healthcare management organization, and they are seeking a Data Scientist II. The role involves designing and validating predictive models and machine learning algorithms to enhance various business processes across the organization.
Responsibilities
- Create, maintain, and communicate an analytical plan for each project
- Mine and analyze large structured and unstructured datasets
- Employ wide range of data sources to develop algorithms for predicting risk and understanding drivers, detecting outliers, etc
- Develop visualizations that demonstrate the efficacy of developed algorithms
- Provide statistical validation and analysis of outcomes associated with clinical programs and interventions
- Collaborate with other teams to integrate with existing solutions
- Communicate results and ideas to key stakeholders
- Prepare code for operationalization of end-to-end model pipeline and deliverable for business consumption
- Perform any other job duties as requested
Skills
- Bachelor's Degree in Data Science, Mathematics, Statistics, Engineering, Computer Science, other related field or equivalent years of relevant work experience is required
- Minimum of three (3) years of experience in data analysis and/or analytic programming required
- Proficient in SQL and at least one of the following programming languages: Python or R
- Ability to perform basic statistical analyses and techniques including A/B testing, general significance testing, and sampling methodologies
- Working knowledge of predictive modeling and machine learning algorithms such as generalized linear models, non-linear supervised learning models, clustering, decision trees, dimensionality reduction and natural language processing
- Proficient in feature engineering techniques and exploratory data analysis
- Ability to analyze large quantities of information and identify patterns, irregularities, and deficiencies
- Proficient with MS office (Excel, PowerPoint, Word, Access)
- Demonstrated critical thinking, verbal communication, presentation and written communication skills
- Ability to work independently and within a cross-functional team environment
- Experience with cloud services (such as Azure, AWS or GCP) and modern data stack (such as Databricks or Snowflakes) is preferred
- Healthcare experience is preferred
- Preferred beginner level of knowledge of developing reports or dashboards in Power BI or other business intelligence applications
Benefits
- In addition to base compensation, you may qualify for a bonus tied to company and individual performance.
- We are highly invested in every employee’s total well-being and offer a substantial and comprehensive total rewards package.
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