Ambry Genetics
Medical Laboratories · Genomics & Genetic Testing

Ambry Genetics tech stack

Ambry Genetics builds mostly with Python, SQL, JavaScript, Java. Its stack also includes AWS, GCP, MySQL, PostgreSQL. Python is named in 15 of the 26 job postings Ambry Genetics published in the last 12 months (58%). Counted by Alion from the job postings of Ambry Genetics, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
109
Postings analysed
26
Open now
8
Modernity
79 /100
New in 6 months
8

What programming languages does Ambry Genetics use?

Python is named in 58% of job postings at Ambry Genetics, followed by SQL (38%), JavaScript (27%), Java (23%).

Python 15 58% required in 73% · 4 open now · since Jul 2026
SQL 10 38% required in 80% · 3 open now · since Jul 2026
JavaScript 7 27% required in 57% · 2 open now · since Aug 2026
Java 6 23% required in 100% · 1 open now · since Aug 2026
TypeScript 3 12% required in 33% · since Oct 2026
Node JS 3 12% optional · since Oct 2026
C++ 2 8% required in 100% · since Sep 2026
Perl 2 8% required in 100% · since Sep 2026
Show all (12)
PHP1
PowerShell1
SAS1
Visual Basic1

What frameworks and libraries does Ambry Genetics use?

Django is named in 8% of job postings at Ambry Genetics, followed by Flask (8%), Playwright (8%), React.js (8%).

Django 2 8% required in 100% · 1 open now · since Aug 2026
Flask 2 8% required in 100% · 1 open now · since Aug 2026
Playwright 2 8% required in 100% · 1 open now · since Sep 2026
React.js 2 8% required in 100% · 1 open now · since Aug 2026
Rest-Assured 2 8% required in 100% · 1 open now · since Sep 2026
Selenium 2 8% required in 100% · 1 open now · since Sep 2026
Hibernate 1 4% required in 100% · since Sep 2026
JUnit 1 4% required in 100% · since Sep 2026
Show all (14)
Nest.JS1
Spring Boot1
Symfony1
TestNG1
TypeORM1
pgvector1

What databases does Ambry Genetics use?

MySQL is named in 27% of job postings at Ambry Genetics, followed by PostgreSQL (12%), Google BigQuery (8%), Amazon Aurora (4%).

MySQL 7 27% required in 100% · 2 open now · since Aug 2026
PostgreSQL 3 12% required in 100% · since Aug 2026
Google BigQuery 2 8% required in 100% · 1 open now · since Oct 2026
Amazon Aurora 1 4% required in 100% · since Sep 2026
DynamoDB 1 4% required in 100% · since Aug 2026
ElasticSearch 1 4% required in 100% · since Aug 2026
MS SQL 1 4% required in 100% · since Aug 2026
OpenSearch 1 4% required in 100% · since Aug 2026
Show all (11)
Redis1
Pinecone1
Weaviate1

What cloud and platforms does Ambry Genetics use?

AWS is named in 35% of job postings at Ambry Genetics, followed by GCP (31%), Kubernetes (19%), Okta (15%).

AWS 9 35% required in 56% · 2 open now · since Aug 2026
GCP 8 31% required in 75% · 1 open now · since Aug 2026
Kubernetes 5 19% required in 60% · since Sep 2026
Okta 4 15% required in 100% · since Jul 2026
Azure 4 15% required in 75% · 1 open now · since Aug 2026
AWS Fargate 3 12% required in 100% · 1 open now · since Sep 2026
AWS Lambda 3 12% required in 100% · 1 open now · since Sep 2026
Amazon ECS 3 12% required in 100% · 1 open now · since Sep 2026
Show all (31)
Amazon S33
Auth02
Bamboo2
GitHub Actions2
GitLab CI2
LDAP2
Ping Identity2
Postman2
Tableau2
API Gateway1
Amazon CloudWatch1
Bitbucket1
Burp Suite1
Datadog1
Erwin1
GitHub1
Grafana1
Linux1
Looker1
Microsoft Entra ID1
VMWare1
Windows1
Power BI1

What developer tools does Ambry Genetics use?

Docker is named in 38% of job postings at Ambry Genetics, followed by Rest API (19%), Terraform (19%), FHIR (15%).

Docker 10 38% required in 90% · 2 open now · since Aug 2026
Rest API 5 19% required in 100% · 4 open now · since Sep 2026
Terraform 5 19% required in 100% · 1 open now · since Sep 2026
FHIR 4 15% required in 100% · 2 open now · since Sep 2026
HL7 3 12% required in 100% · 1 open now · since Sep 2026
Jenkins 3 12% required in 100% · 1 open now · since Aug 2026
Microsoft Excel 3 12% required in 100% · 1 open now · since Sep 2026
dbt 3 12% required in 100% · 2 open now · since Oct 2026
Show all (18)
Gatling2
JMeter2
k62
Copilot1
Cursor1
DICOM1
Gradle1
Maven1
Model Context Protocol1
Alteryx1

What AI and ML technologies does Ambry Genetics use?

LLM is named in 8% of job postings at Ambry Genetics, followed by Claude (4%).

LLM 2 8% required in 100% · since Sep 2026
Claude 1 4% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Ambry Genetics ask for?

CI/CD is named in 23% of job postings at Ambry Genetics, followed by IAM (23%), SOAP (15%), ETL/ELT (12%).

CI/CD 6 23% required in 100% · 1 open now · since Aug 2026
IAM 6 23% required in 100% · 1 open now · since Jul 2026
SOAP 4 15% required in 100% · 3 open now · since Aug 2026
ETL/ELT 3 12% required in 100% · 1 open now · since Jul 2026
Multimodal AI 3 12% required in 100% · since Jul 2026
AI Agents 3 12% required in 67% · 1 open now · since Oct 2026
Next-Generation Sequencing 3 12% required in 67% · 2 open now · since Oct 2026
Machine Learning 2 8% required in 100% · 1 open now · since Oct 2026
Show all (20)
RAG2
Agentic Workflows1
Dimensional Modeling1
Function Calling1
Human-in-the-Loop1
LLM Guardrails1
Platform Engineering1
TCP/IP1
Data Vault1
Master Data Management1
NIST AI RMF1
Red Teaming1

What other technologies does Ambry Genetics use?

Abstract is named in 4% of job postings at Ambry Genetics.

Abstract 1 4% required in 100% · 1 open now · since Sep 2026

What does each Ambry Genetics team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Backend

5 postings
Docker4
MySQL3
Auth02
Django2
Flask2
GCP2

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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 24 postings.

TechnologyPostings with payMedianvs company median
Python15$155k+2%
SQL10$163k+7%
AWS9$140k−8%
GCP7$180k+18%
MySQL7$140k−8%
JavaScript7$130k−15%
Java6$163k+7%
Kubernetes5$160k+5%

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.

First appeared
dbtOct 2026
Next-Generation SequencingOct 2026
Google BigQueryOct 2026
AI AgentsOct 2026
TypeScriptOct 2026
Node JSOct 2026
Auth0Oct 2026
Ping IdentityOct 2026

How modern is the Ambry Genetics stack?

Cutting-edge AI adopter 79/100

Ambry Genetics scores 79 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: 1.

How common is the Ambry Genetics stack in its industry?

Share of the 201 companies in the same industries, whose stack Alion knows, that use each technology.

Python49%
SQL38%
AWS31%
GCP26%
JavaScript28%
MySQL14%
Java15%
Kubernetes24%
Azure28%
Okta5%

What sets Ambry Genetics apart

AWS Fargate3%

Questions about the Ambry Genetics tech stack

What programming languages does Ambry Genetics use?

The languages named in Ambry Genetics job postings are Python (58%), SQL (38%), JavaScript (27%), Java (23%), TypeScript (12%), as a share of the 26 postings of the last 12 months.

Does Ambry Genetics use Django?

Yes. Django is named in 2 of 26 job postings (8%) 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 (9), GCP (8), Kubernetes (5) (postings in brackets).

What skills do you need for a Backend job at Ambry Genetics?

Backend postings at Ambry Genetics most often require Docker (4), MySQL (3), Auth0 (2), Django (2), out of 5 postings in the last 12 months.

Is the Ambry Genetics tech stack changing?

Yes. dbt, Next-Generation Sequencing, Google BigQuery, AI Agents first appeared in Ambry Genetics job postings in the last six months.

How modern is the Ambry Genetics tech stack?

Ambry Genetics scores 79 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: 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 26 postings of the last 12 months and were updated on Nov 14, 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: 109 technologies from 26 job postings", as of Nov 14, 2026. https://alion.io/company/ambry-genetics/technologies

Licence: CC BY-SA 4.0JSON