Data Engineer, Synthetic Data Generation

🔥 0 minutes ago

🐎 Kentucky, Texas – Remote

🐎 Kentucky – Remote 🤠 Texas – Remote

💵 $80.9k - $110.3k / year

⏰ Full Time

🟡 Mid-level

🟠 Senior

🚰 Data Engineer

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Humana

WebsiteLinkedInAll Job Openings

10,000+ employees

Founded 1961

⚕️ Healthcare Insurance

Healthcare Insurance

Humana is a healthcare company dedicated to making a positive impact on the health of individuals, communities, and the healthcare system as a whole. With a focus on putting health first, Humana serves a diverse range of populations, including seniors and the military, providing Medicare Advantage HMO, PPO, and PFFS plans. Humana is committed to fostering a culture of belonging and mutual respect, offering competitive and flexible benefits to ensure the financial security of its employees and their families. The company prides itself on creating an inclusive workplace where everyone has the opportunity to succeed.

📋 Description

• Designing, generating, and validating high-quality artificial member data to support testing, analytics, and system integration. • Build synthetic data scenarios using tools such as GenRocket, ensuring alignment with complex healthcare business rules, membership processes, and data models. • Oversee the end-to-end data lifecycle—from EDI intake through transformation, validation, and integration into downstream platforms—ensuring data integrity, accuracy, and usability. • Collaborate with business and technical partners to deliver reliable, compliant, and test-ready data assets, while identifying opportunities to improve data generation, validation, and integration processes. • Operate within Humana's enterprise data governance, security, and architectural standards. • Report to an Associate Director of Technology Leadership. • Collaborate with teams to design, build, and maintain scalable data solutions with a specialized focus on synthetic member data generation, EDI processing, and data validation. • Ensure data is accurate, testable, and aligned with enterprise standards for reliability, accessibility, and security.

🎯 Requirements

• Bachelor's degree in Computer Science, Information Systems, or related field • 3+ years experience with SQL, relational databases, and data modeling • Experience working with EDI/X12 healthcare transactions (834, 837 preferred) • Travel up to 10% into one of our hub offices as business requires. • Experience in healthcare domains, membership, enrollment, claims, dental, or vision data (preferred) • 1 or more years of experience with synthetic data generation tools (e.g., GenRocket) or similar frameworks (preferred) • Hands-on experience with data integration and ETL tools (e.g., Informatica, Spark, and Python) (preferred) • Knowledge of data warehousing and cloud platforms (preferred) • Experience with test data management (TDM) practices (preferred) • Understanding of data governance and security standards (preferred)

🏖️ Benefits

• Health benefits effective day 1 • Paid time off, holidays, volunteer time and jury duty pay • Recognition pay • 401(k) retirement savings plan with employer match • Tuition assistance • Scholarships for eligible dependents • Parental and caregiver leave • Employee charity matching program • Network Resource Groups (NRGs) • Career development opportunities