Data Engineer, Synthetic Data Generation

Humana

Data Engineer at Humana responsible for designing and validating synthetic member data. Collaborating with teams to support testing, analytics, and system integration processes.

Posted 5/28/2026full-timeDallas • Texas • 🇺🇸 United StatesMid-LevelSenior💰 $80,900 - $110,300 per yearWebsite

Tech Stack

Tools & technologies

CloudETLInformaticaPythonSparkSQL

About the role

Key responsibilities & impact

Responsible for designing, generating, and validating high-quality artificial member data to support testing, analytics, and system integration
Building synthetic data scenarios using tools such as GenRocket
Overseeing the end-to-end data lifecycle—from EDI intake through transformation, validation, and integration into downstream platforms
Collaborating with business and technical partners to deliver reliable, compliant, and test-ready data assets
Identifying opportunities to improve data generation, validation, and integration processes
Operating within Humana's enterprise data governance, security, and architectural standards

Requirements

What you’ll need

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)
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

Comp & perks

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

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools

SQLrelational databasesdata modelingsynthetic data generationdata integrationETLInformaticaSparkPythondata warehousing

Soft Skills

collaborationproblem-solvingcommunicationdata governanceattention to detail

Certifications

Bachelor's degree in Computer ScienceBachelor's degree in Information Systems