Ambry Genetics tech stack
Ambry Genetics builds mostly with Python, SQL, Java, C++. Its stack also includes AWS, MySQL, Azure, PostgreSQL. Python is named in 7 of the 13 job postings Ambry Genetics published in the last 12 months (54%). Counted by Alion from the job postings of Ambry Genetics, updated Sep 28, 2026.
What programming languages does Ambry Genetics use?
Python is named in 54% of job postings at Ambry Genetics, followed by SQL (46%), Java (38%), C++ (15%).
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What frameworks and libraries does Ambry Genetics use?
Ray is named in 15% of job postings at Ambry Genetics, followed by Django (8%), Flask (8%), Hibernate (8%).
Ray
2 15%
Django
1 8%
Flask
1 8%
Hibernate
1 8%
JUnit
1 8%
Playwright
1 8%
React.js
1 8%
Rest-Assured
1 8%
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What databases does Ambry Genetics use?
MySQL is named in 38% of job postings at Ambry Genetics, followed by PostgreSQL (15%), Amazon Aurora (8%), DynamoDB (8%).
MySQL
5 38%
PostgreSQL
2 15%
Amazon Aurora
1 8%
DynamoDB
1 8%
ElasticSearch
1 8%
MS SQL
1 8%
OpenSearch
1 8%
What cloud and platforms does Ambry Genetics use?
AWS is named in 38% of job postings at Ambry Genetics, followed by Azure (23%), AWS Fargate (15%), AWS Lambda (15%).
AWS
5 38%
Azure
3 23%
AWS Fargate
2 15%
AWS Lambda
2 15%
Bamboo
2 15%
Okta
2 15%
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What developer tools does Ambry Genetics use?
Docker is named in 31% of job postings at Ambry Genetics, followed by Jenkins (15%), Microsoft Excel (15%), Gatling (8%).
Docker
4 31%
Jenkins
2 15%
Gatling
1 8%
Gradle
1 8%
JMeter
1 8%
Maven
1 8%
Rest API
1 8%
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What AI and ML technologies does Ambry Genetics use?
LLM is named in 8% of job postings at Ambry Genetics.
LLM
1 8%
Which engineering practices does Ambry Genetics ask for?
CI/CD is named in 31% of job postings at Ambry Genetics, followed by ETL/ELT (15%), IAM (15%), Multimodal AI (8%).
CI/CD
4 31%
Multimodal AI
1 8%
Platform Engineering
1 8%
Shift-Left
1 8%
What other technologies does Ambry Genetics use?
Abstract is named in 8% of job postings at Ambry Genetics.
Abstract
1 8%
How does your stack fit Ambry Genetics?
How much does Ambry Genetics pay by technology?
Median stated pay of the postings that name each technology, against the median of all Ambry Genetics postings with stated pay: $153k across 12 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 7 | $155k | +2% |
| SQL | 6 | $163k | +7% |
| Java | 5 | $170k | +11% |
| AWS | 5 | $150k | −2% |
| MySQL | 5 | $150k | −2% |
How is the Ambry Genetics 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 Ambry Genetics stack?
Ambry Genetics scores 74 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: 1.
How common is the Ambry Genetics stack in its industry?
Share of the 76 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Ambry Genetics
Questions about the Ambry Genetics tech stack
What programming languages does Ambry Genetics use?
The languages named in Ambry Genetics job postings are Python (54%), SQL (46%), Java (38%), C++ (15%), Perl (15%), as a share of the 13 postings of the last 12 months.
Does Ambry Genetics use Ray?
Yes. Ray is named in 2 of 13 job postings (15%) and required in 2 of them.
What cloud and platforms does Ambry Genetics use?
The cloud and platforms named in Ambry Genetics job postings are AWS (5), Azure (3), AWS Fargate (2) (postings in brackets).
Is the Ambry Genetics tech stack changing?
Yes. AWS Fargate, AWS Lambda, Amazon ECS, Amazon S3 first appeared in Ambry Genetics job postings in the last six months.
How modern is the Ambry Genetics tech stack?
Ambry Genetics scores 74 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: 1.
How does Alion know the Ambry Genetics tech stack?
Alion reads every job posting Ambry Genetics publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Sep 28, 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, "Ambry Genetics tech stack: 72 technologies from 13 job postings", as of Sep 28, 2026. https://alion.io/company/ambry-genetics/technologies