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Baylor Genetics Tech Stack

Clinical genomics lab scaling precision diagnostics across 50 states

Biotechnology Research Houston, Texas 501–1,000 employees Founded 1978 Privately Held

Baylor Genetics operates a large clinical genomics lab (501–1,000 employees) built on a polyglot data stack—SQL, Python, R, TensorFlow, Hugging Face, and cloud infrastructure (Azure, AWS, GCP)—processing whole-genome and whole-exome sequencing across family planning, oncology, and rare-disease testing. Hiring is accelerating across healthcare, sales, and research roles, with notable leadership focus on clinical operations, market access, and regulatory compliance, signaling active scaling in both testing volume and reimbursement pathways.

Tech Stack 85 technologies

Core StackMySQL MongoDB PostgreSQL Python C++ Hugging Face TensorFlow RAG React Node.js TypeScript Docker Kubernetes C# SQL Server DynamoDB Redis AWS GitHub Actions UPS Excel Word PowerPoint Outlook Microsoft Office SQL R Azure Bash GCP+55 more

What Baylor Genetics Is Building

◆Challenges

Workflow scale‑up automation
Streamlining hr processes
Optimizing database performance
Identifying strategic partnerships
Reduce error rates
Support scalability
Meeting regulatory requirements
Achieving coverage and reimbursement
Securing in-network contracts
High‑complexity assay development

▲Active Projects

Ngs assay development
Comprehensive business plan
System-wide access strategies
Data analysis
System-wide access strategy development
Treasury transactions
Data integration
Develop new laboratory tests
Implement data management and reporting systems
Development of new testing protocols

Hiring Activity

Accelerating120 roles · 65 in 30d

Department

Healthcare

29

Sales

17

Research

16

Engineering

14

Support

8

Data

6

Finance

6

Product

6

Seniority

Senior

53

Mid

26

Director

13

VP

9

Junior

5

Manager

5

Principal

4

Lead

3

Notable leadership hires: Compliance Director, Clinical Director, Market Access Director

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About Baylor Genetics

Baylor Genetics is a diagnostic genomics laboratory headquartered in Houston's Texas Medical Center, serving clinicians and patients across 50 U.S. states. The company offers a full menu of genetic testing—including whole-genome sequencing, whole-exome sequencing, and focused diagnostic panels—alongside genetic counseling to guide medical management and reduce diagnostic delay for rare and complex disorders. Core test areas span reproductive carrier screening, prenatal and neonatal diagnostics, pediatric genetics, and oncology. The organization combines clinical laboratory operations with data analysis and assay development to maintain test quality and turnaround time.

HeadquartersHouston, Texas

Company Size501–1,000 employees

Founded1978

Hiring MarketsUnited States

Frequently Asked Questions

What technology does Baylor Genetics use for genomic analysis?

Baylor Genetics runs Python, R, C++, TensorFlow, and Hugging Face for data analysis, with SQL/PostgreSQL/MongoDB for data management and cloud infrastructure on Azure, AWS, and GCP for compute and storage.

Is Baylor Genetics hiring for engineering and data roles?

Yes. Active hiring spans 121 total roles, including engineering (14 open), data (6 open), and research (16 open), with seniority distribution tilted toward senior and director-level positions.

What testing services does Baylor Genetics offer?

Baylor Genetics provides whole-genome sequencing, whole-exome sequencing, reproductive carrier screening, prenatal/neonatal testing, pediatric genetics, oncology diagnostics, and rare-disease panels, supported by genetic counselors across 50 U.S. states.