Veracyte tech stack
Veracyte builds mostly with Python, SQL, C#, TypeScript. Its stack also includes AWS, AWS Lambda, Snowflake, Lightning Web Components. Python is named in 14 of the 22 job postings Veracyte published in the last 12 months (64%). Counted by Alion from the job postings of Veracyte, updated Nov 13, 2026.
What programming languages does Veracyte use?
Python is named in 64% of job postings at Veracyte, followed by SQL (18%), C# (14%), TypeScript (14%).
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What frameworks and libraries does Veracyte use?
Lightning Web Components is named in 9% of job postings at Veracyte, followed by Cypress (9%), JUnit (9%), Playwright (9%).
Show all (14)
What databases does Veracyte use?
Snowflake is named in 9% of job postings at Veracyte, followed by Amazon Redshift (5%), Google BigQuery (5%).
What cloud and platforms does Veracyte use?
AWS is named in 55% of job postings at Veracyte, followed by AWS Lambda (18%), Amazon S3 (18%), Amazon EC2 (18%).
AWS
12 55%
AWS Lambda
4 18%
Amazon EC2
4 18%
Azure
4 18%
Kubernetes
4 18%
Tableau
2 9%
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What developer tools does Veracyte use?
LIMS is named in 23% of job postings at Veracyte, followed by Docker (18%), JMP (14%), Microsoft Excel (9%).
Docker
4 18%
Rest API
1 5%
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What AI and ML technologies does Veracyte use?
LLM is named in 14% of job postings at Veracyte.
LLM
3 14%
Which engineering practices does Veracyte ask for?
CI/CD is named in 36% of job postings at Veracyte, followed by Machine Learning (32%), Next-Generation Sequencing (27%), Design Controls (18%).
CI/CD
8 36%
Platform Engineering
3 14%
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What does each Veracyte team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Science & Research
7 postingsData Science
3 postingsHow does your stack fit Veracyte?
How much does Veracyte pay by technology?
Median stated pay of the postings that name each technology, against the median of all Veracyte postings with stated pay: $170k across 17 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 12 | $175k | +3% |
| AWS | 10 | $192k | +13% |
How is the Veracyte stack changing?
Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.
How modern is the Veracyte stack?
Veracyte scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How common is the Veracyte stack in its industry?
Share of the 260 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Veracyte
Questions about the Veracyte tech stack
What programming languages does Veracyte use?
The languages named in Veracyte job postings are Python (64%), SQL (18%), C# (14%), TypeScript (14%), Apex (9%), as a share of the 22 postings of the last 12 months.
Does Veracyte use Lightning Web Components?
Yes. Lightning Web Components is named in 2 of 22 job postings (9%) and required in 2 of them.
What cloud and platforms does Veracyte use?
The cloud and platforms named in Veracyte job postings are AWS (12), AWS Lambda (4), Amazon S3 (4) (postings in brackets).
What skills do you need for a Science & Research job at Veracyte?
Science & Research postings at Veracyte most often require Python (7), JMP (3), AWS (2), LIMS (2), out of 7 postings in the last 12 months.
Is the Veracyte tech stack changing?
Yes. FMEA, Snowflake, JMP, Microsoft Excel first appeared in Veracyte job postings in the last six months.
How modern is the Veracyte tech stack?
Veracyte scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How does Alion know the Veracyte tech stack?
Alion reads every job posting Veracyte publishes and tags the technologies each one names. The figures on this page count the 22 postings of the last 12 months and were updated on Nov 13, 2026.
Method and citation
Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count
Alion, "Veracyte tech stack: 101 technologies from 22 job postings", as of Nov 13, 2026. https://alion.io/company/veracyte/technologies