Principal Data Scientist

Blue Cross and Blue Shield of North Carolina; Michigan; On-site; USD 144,000 - 230,000; Full time

Job summary

Blue Cross NC is seeking a Principal Data Scientist to lead strategic analyses translating data into organizational decisions across the enterprise. You will own delivery of multiple large and complex data science and engineering projects and partner with business and technical teams to deliver collaborative work aligned with enterprise strategy.

You will design scalable data pipelines and models using Python and R, develop data stores, and ensure data quality across multi-source datasets.

Qualifications

• Bachelor’s degree or advanced degree in a related field.
• 8+ years of experience in a related field.
• In lieu of degree, 10+ years of experience.
• Strong analytic/data science skills.
• Experience with Snowflake.
• Experience building AI Agents.
• Understand Bell curve analysis.
• Incorporate industry benchmarks into analysis.
• Perform outlier detection.
• Strong healthcare experience with Payment Integrity/FWA knowledge.
• CMS guidelines and Medical/Reimbursement Policy knowledge preferred.

Responsibilities

• Lead the development and testing of hypotheses across functional data sets.
• Lead requirements gathering with business and technical staff.
• Define and implement integrated data models for multi-source data.
• Design scalable data pipelines for ingestion, cleansing, transformation, integration and validation.
• Define data stores based on system and consumer needs.
• Design and develop models solving complex business problems using data mining, statistics, ML, stochastic modeling and network analysis.
• Develop production models using Python and R.
• Engineer new data sets, write SQL queries, ensure data quality.
• Apply advanced understanding of Big Data systems to data set engineering and models.
• Lead development and reviews of complex analytic models and algorithms.
• Identify actionable insights and communicate results to cross-functional groups.
• Document and test analytic processes with validation and verification.
• Engage with enterprise areas to incorporate feedback into audits (e.g., Payment Integrity, SIU, Provider, Behavioral Health, Med Policy, Claims, Pharmacy).
• Articulate analytic methods and drive business outcomes with leadership.
• Informally lead other analysts and synthesize information for executive leadership.

Education

Bachelor's degree or advanced degree

Tools

Snowflake

AI Agents

Job description

Job Description

The Principal Data Scientist will serve as the principal lead to provide accurate and quality analyses that translate data in sound organizational decisions. In this role you will provide strategic thought leadership and partner with other functional areas to deliver collaborative work products that align with divisional and enterprise strategy. You will own delivery of multiple large and/or complex data science and engineering projects.

What You'll Do

• Lead in the development and testing of hypotheses across all functional data sets
• Lead requirements gathering sessions with business and technical staff to distill technical requirement from business requests
• Define and implement integrated data models, allowing integration of data from multiple sources
• Design and develop scalable, efficient data pipeline processes to handle data ingestion, cleansing, transformation, integration, and validation
• Define and implement data stores based on system requirements and consumer requirements
• Design and develop models to understand and solve multiple complex business solutions using a variety of methods including data mining, statistical analysis, predictive modeling and analysis, stochastic modeling, pattern recognition, probability analysis, and network analysis
• Design and implement production models leveraging technologies such Python, and R
• Leverage existing data sets and engineer new data sets including development of SQL queries, data integration and resolution of data quality issues
• Apply advanced conceptual understanding of Big Data systems to data set engineering and analytic model implementation
• Lead development and reviews of complex analytic models and algorithms
• Identify actionable insights, suggest recommendations, and influence business direction by effectively communicating results to cross functional groups
• Document and test analytic processes including performance and thorough data validation and verification
• Engage with enterprise business areas to incorporate feedback into audit process including but not limited to Payment Integrity, SIU, Provider, Behavioral Health, Med Policy, Claims, Pharmacy
• Articulate analytic methods and drive business outcomes with responsible business areas
• Consult with executive level leadership across the organization- with responsibility to drive CoC ideation for Commercial and Medicare
• Informally lead other analysts and synthesize information and make recommendations to executive leadership

What You Bring

• Bachelor's degree or advanced degree (where required)
• 8+ years of experience in related field.
• In lieu of degree, 10+ years of experience in related field.
• Strong Analytic/Data Science skills:
• Experience with Snowflake
• Experience building AI Agents
• Understand Bell curve analysis
• Incorporate Industry benchmarks into analysis
• Perform outlier detection
• Strong healthcare experience with Payment Integrity/FWA business knowledge is required
• understanding of FWA concepts, CMS guidelines, Medical/Reimbursement Policy are all strongly preferred

Salary Range

At Blue Cross NC, we take great pride in a fair and equitable compensation package that reflects market-price and our starting salaries are typically planned near the middle of the range listed. Compensation decisions are driven by factors including experience and training, specialized skill sets, licensure and certifications and other business and organizational needs.Our base salary is part of a robust Total Rewards package that includes an Annual Incentive Bonus*, 401(k) with employer match, Paid Time Off (PTO), and competitive health benefits and wellness programs.

*Based on annual corporate goal achievement and individual performance.

$143,616.00 - $229,786.00

Skills

Big Data, Complex Data Analysis, Data Analysis, Data Engineering, Data Mining, Data Modeling Techniques, Data Science, Data Visualization, Machine Learning (ML), Predictive Analytics, Predictive Modeling, Python (Programming Language), Statistical Analysis, Statistical Models