Guardant Health tech stack
Guardant Health builds mostly with Python, SQL, JavaScript, Apex. Its stack also includes AWS, Tableau, Amazon Redshift, Delta Lake. Python is named in 8 of the 47 job postings Guardant Health published in the last 12 months (17%). Counted by Alion from the job postings of Guardant Health, updated Oct 30, 2026.
What programming languages does Guardant Health use?
Python is named in 17% of job postings at Guardant Health, followed by SQL (11%), JavaScript (4%), Apex (4%).
What frameworks and libraries does Guardant Health use?
Django is named in 2% of job postings at Guardant Health, followed by FastAPI (2%), React.js (2%).
What databases does Guardant Health use?
Amazon Redshift is named in 9% of job postings at Guardant Health, followed by Delta Lake (4%), PostgreSQL (2%), Snowflake (2%).
What cloud and platforms does Guardant Health use?
AWS is named in 17% of job postings at Guardant Health, followed by Tableau (13%), Power BI (11%), Amazon S3 (9%).
AWS
8 17%
Tableau
6 13%
Power BI
5 11%
GCP
4 9%
AWS Lambda
3 6%
Kubernetes
3 6%
Show all (23)
What developer tools does Guardant Health use?
LIMS is named in 19% of job postings at Guardant Health, followed by Veeva (15%), Microsoft Excel (11%), Docker (6%).
Docker
3 6%
dbt
3 6%
SLURM
2 4%
Ansible
2 4%
Show all (19)
What AI and ML technologies does Guardant Health use?
LLM is named in 4% of job postings at Guardant Health, followed by ChatGPT (2%).
Which engineering practices does Guardant Health ask for?
Next-Generation Sequencing is named in 13% of job postings at Guardant Health, followed by GMP (11%), ISO 13485 (9%), CI/CD (9%).
CI/CD
4 9%
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What does each Guardant Health team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Early Careers
7 postingsLeadership
4 postingsAnalytics
3 postingsHow does your stack fit Guardant Health?
How much does Guardant Health pay by technology?
Median stated pay of the postings that name each technology, against the median of all Guardant Health postings with stated pay: $214k across 27 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 7 | $214k | 0% |
| Tableau | 5 | $250k | +17% |
| Power BI | 5 | $250k | +17% |
| AWS | 5 | $207k | −3% |
How is the Guardant Health 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 Guardant Health stack?
Guardant Health scores 77 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.
How common is the Guardant Health stack in its industry?
Share of the 120 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Guardant Health
Questions about the Guardant Health tech stack
What programming languages does Guardant Health use?
The languages named in Guardant Health job postings are Python (17%), SQL (11%), JavaScript (4%), Apex (4%), C# (2%), as a share of the 47 postings of the last 12 months.
Does Guardant Health use AWS?
Yes. AWS is named in 8 of 47 job postings (17%) and required in 5 of them.
What cloud and platforms does Guardant Health use?
The cloud and platforms named in Guardant Health job postings are AWS (8), Tableau (6), Power BI (5) (postings in brackets).
What skills do you need for a Early Careers job at Guardant Health?
Early Careers postings at Guardant Health most often require LIMS (2), Microsoft Excel (2), out of 7 postings in the last 12 months.
Is the Guardant Health tech stack changing?
Yes. Veeva, Microsoft Excel, JavaScript, Design of Experiments first appeared in Guardant Health job postings in the last six months.
How modern is the Guardant Health tech stack?
Guardant Health scores 77 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.
How does Alion know the Guardant Health tech stack?
Alion reads every job posting Guardant Health publishes and tags the technologies each one names. The figures on this page count the 47 postings of the last 12 months and were updated on Oct 30, 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, "Guardant Health tech stack: 74 technologies from 47 job postings", as of Oct 30, 2026. https://alion.io/company/guardant-health/technologies