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Data Engineer, Synthetic Data GenerationHumana • United States
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Data Engineer, Synthetic Data Generation

Humana
  • US
    United States
  • US
    United States
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The Data Engineer (Software Engineer 2) at Humana is responsible for designing, generating, and validating high-quality artificial member data to support testing, analytics, and system integration. You will build synthetic data scenarios using tools such as GenRocket, ensuring alignment with complex healthcare business rules, membership processes, and data models. The Data Engineer 2 oversees the end-to-end data lifecycle—from EDI intake through transformation, validation, and integration into downstream platforms—ensuring data integrity, accuracy, and usability.
You will 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. You will operate within Humana's enterprise data governance, security, and architectural standards.
You will report to an Associate Director of Technology Leadership.
This role may require occasional travel into one of our hub locations;
Towe
r Hall Park office, Dallas TX or Waterside Building, Louisville KY.
Candidates residing near or within 50 miles of one of the hub locations are preferred.
The Data Engineer (Software Engineer 2) collaborates with teams to design, build, and maintain scalable data solutions. You will have a specialized focus on synthetic member data generation, EDI processing, and data validation. The goal of these efforts is to support Humana's business strategies. You will ensure data is accurate, testable, and aligned with enterprise standards for reliability, accessibility, and security.
EDI / X12 Data Management
Manage, parse, validate, and reconcile
ANSI X12 transactions
, including:
834 (Enrollment)
837 (Claims)
Additional formats supporting dental and vision lines of business
Ensure accurate ingestion and transformation of EDI data into internal systems.
Synthetic Data Design & Generation
Design and execute test scenarios to generate synthetic member data using
GenRocket
, aligning with healthcare business rules and domain requirements.
Leverage knowledge of
membership data, enrollment processes, and downstream impacts
to ensure artificial data is realistic and fit for purpose.
Oversee end-to-end synthetic data lifecycle, from initial design through deployment and validation.
Data Validation & Quality Assurance
Validate artificial data for
completeness, integrity, and alignment with data models and business rules
.
Identify and resolve data anomalies prior to system integration.
Ensure generated data meets testing, regulatory, and operational requirements.
Data Integration & Pipeline Execution
Load generated and transformed data into enterprise platforms and data warehouses.
Monitor ingestion processes and verify successful processing across systems.
Develop and maintain data pipelines supporting integration, transformation, and delivery of datasets.
SQL & Data Analysis
Use
SQL
to query, analyze, and manipulate data for validation, testing, troubleshooting, and reporting.
Investigate data discrepancies and perform
root cause analysis
using SQL and supporting tools.
Collaboration & Delivery
Partner with
business stakeholders, QA teams, architects, and engineers
to ensure data aligns with test case requirements and system needs.
Translate business requirements into technical data solutions.
Required Qualifications
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.
Preferred Qualifications
Experience in healthcare domains,
membership, enrollment, claims, dental, or vision data
.
1 or more years of experience with
synthetic data generation tools
(e.g.,
GenRocket
) or similar frameworks.
Hands-on experience with
data integration and ETL tools
(e.g., Informatica, Spark, and Python).
Knowledge of
data warehousing and cloud platforms
.
Experience with
test data management (TDM)
practices.
Understanding of
data governance and security standards
.
Use your skills to make an impact
Additional Information
Work-At-Home Requirements:
To ensure Home or Hybrid Home/Office associates' ability to work effectively, the self-provided internet service of Home or Hybrid Home/Office associates must meet the following criteria:
· At minimum, a download speed of 25 Mbps and an upload speed of 10 Mbps is recommended; wireless, wired cable or DSL connection is suggested.
· Satellite, cellular and microwave connection can be used only if approved by leadership.
· Associates who live and work from Home in the state of California, Illinois, Montana, or South Dakota will be provided a bi-weekly payment for their internet expense.
· Humana will provide Home or Hybrid Home/Office associates with telephone equipment appropriate to meet the business requirements for their position/job.
· Work from a dedicated space lacking ongoing interruptions to protect member PHI / HIPAA information.
Interview Format:
As part of our hiring process for this opportunity, we will be using exciting interviewing technology called HireVue to enhance our hiring and decision-making ability. HireVue allows us to quickly connect and gain valuable information for you pertaining to your relevant skills and experience at a time that is best for your schedule.
If you are selected for a first-round interview, you will receive an email correspondence inviting you to participate in a HireVue interview. In this interview, you will receive a set of interview questions you may answer via by phone or computer, and you will provide recorded or text message responses to each question. Some of the questions may require longer responses and using a computer vs phone to type responses may work best. You should anticipate this interview to take about 15-20 minutes. Your recorded interview will be reviewed, and you will subsequently be informed if you will be moving forward to next round of interviews.
Why Humana?
Humana offers a variety of benefits to promote the best health and well-being of our employees and their families. We design competitive and flexible packages to give our employees a sense of financial security—both today and in the future, including: 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
Travel: While this is a remote position, occasional travel to Humana's offices for training or meetings may be required.
Scheduled Weekly Hours
40
Pay Range
The compensation range below reflects a good faith estimate of starting base pay for full time (40 hours per week) employment at the time of posting. The pay range may be higher or lower based on geographic location and individual pay will vary based on demonstrated job related skills, knowledge, experience, education, certifications, etc.
$80,900 - $110,300 per year
This job is eligible for a bonus incentive plan. This incentive opportunity is based upon company and/or individual performance.
Description of Benefits
Humana, Inc. and its affiliated subsidiaries (collectively, “Humana”) offers competitive benefits that support whole-person well-being. Associate benefits are designed to encourage personal wellness and smart healthcare decisions for you and your family while also knowing your life extends outside of work. Among our benefits, Humana provides medical, dental and vision benefits, 401(k) retirement savings plan, time off (including paid time off, company and personal holidays, volunteer time off, paid parental and caregiver leave), short-term and long-term disability, life insurance and many other opportunities.
About us
About Humana: Humana Inc. (NYSE: HUM) is a leading U.S. healthcare company. Through our Humana insurance services and our CenterWell healthcare services, we make it easier for the millions of people we serve to achieve their best health – delivering the care and service they need, when they need it. These efforts are leading to a better quality of life for people with Medicare and Medicaid, families, individuals, military service personnel, and communities at large. Learn more about what we offer at Humana.com and at CenterWell.com.
​
Equal Opportunity Employer
It is the policy of Humana not to discriminate against any employee or applicant for employment because of race, color, religion, sex, sexual orientation, gender identity, national origin, age, marital status, genetic information, disability or protected veteran status. It is also the policy of Humana to take affirmative action, in compliance with Section 503 of the Rehabilitation Act and VEVRAA, to employ and to advance in employment individuals with disability or protected veteran status, and to base all employment decisions only on valid job requirements. This policy shall apply to all employment actions, including but not limited to recruitment, hiring, upgrading, promotion, transfer, demotion, layoff, recall, termination, rates of pay or other forms of compensation and selection for training, including apprenticeship, at all levels of employment.
Humana complies with all applicable federal civil rights laws and does not discriminate on the basis of race, color, national origin, age, disability, sex, sexual orientation, gender identity or religion. We also provide free language interpreter services. See our https://www.humana.com/legal/accessibility-resources?source=Humana_Website.
  • United States

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  • English
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