Genomics tech stack

Genomics builds mostly with Python, C++, Go, TypeScript. Its stack also includes AWS, Linux, ClickHouse. Python is named in 7 of the 8 job postings Genomics published in the last 12 months (88%). Counted by Alion from the job postings of Genomics, updated Oct 7, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 7, 2026
Technologies in use
27
Postings analysed
8
Open now
5
Modernity
78 /100
New in 6 months
7

What programming languages does Genomics use?

Python is named in 88% of job postings at Genomics, followed by C++ (13%), Go (13%), TypeScript (13%).

Python 7 88% required in 100% · 4 open now · since Apr 2026
C++ 1 13% required in 100% · since Sep 2026
Go 1 13% required in 100% · 1 open now · since Oct 2026
TypeScript 1 13% required in 100% · 1 open now · since Oct 2026

What databases does Genomics use?

ClickHouse is named in 13% of job postings at Genomics.

ClickHouse 1 13% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does Genomics use?

AWS is named in 38% of job postings at Genomics, followed by Linux (38%), GitHub (25%), Amazon EC2 (13%).

AWS 3 38% required in 100% · 1 open now · since Sep 2026
Linux 3 38% required in 100% · since Jul 2026
GitHub 2 25% required in 100% · 2 open now · since Apr 2026
Amazon EC2 1 13% required in 100% · 1 open now · since Oct 2026
Amazon EKS 1 13% required in 100% · 1 open now · since Oct 2026
Amazon S3 1 13% required in 100% · 1 open now · since Oct 2026
Azure 1 13% required in 100% · 1 open now · since Oct 2026
GCP 1 13% required in 100% · 1 open now · since Oct 2026
Show all (11)
Kubernetes1
SIEM1
Unix1

What developer tools does Genomics use?

Git is named in 25% of job postings at Genomics, followed by Docker (13%).

Git 2 25% required in 100% · 2 open now · since Apr 2026
Docker 1 13% required in 100% · since Sep 2026

What AI and ML technologies does Genomics use?

LLM is named in 38% of job postings at Genomics.

LLM 3 38% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Genomics ask for?

AI Agents is named in 50% of job postings at Genomics, followed by CI/CD (38%), HPC (25%), LLM Guardrails (25%).

AI Agents 4 50% required in 100% · 4 open now · since Apr 2026
CI/CD 3 38% required in 100% · 1 open now · since Sep 2026
HPC 2 25% required in 100% · since Sep 2026
LLM Guardrails 2 25% required in 100% · 2 open now · since Aug 2026
Machine Learning 2 25% required in 100% · since Sep 2026
IAM 1 13% required in 100% · 1 open now · since Oct 2026
Platform Engineering 1 13% required in 100% · 1 open now · since Aug 2026
Self-Healing 1 13% required in 100% · 1 open now · since Aug 2026

What does each Genomics team work with?

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

Science & Research

3 postings
Python3
Git2
GitHub2

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How is the Genomics 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
AWSSep 2026
CI/CDSep 2026
LLMSep 2026
HPCSep 2026
Machine LearningSep 2026
LLM GuardrailsAug 2026
LinuxJul 2026

How modern is the Genomics stack?

Cutting-edge AI adopter 78/100

Genomics scores 78 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: 1; legacy ones: 0.

How common is the Genomics stack in its industry?

Share of the 89 companies in the same industries, whose stack Alion knows, that use each technology.

Python67%
AWS46%
LLM35%
Linux34%
GitHub22%
Amazon EC24%
Amazon EKS6%
Amazon S312%
Azure38%
C++20%

Questions about the Genomics tech stack

What programming languages does Genomics use?

The languages named in Genomics job postings are Python (88%), C++ (13%), Go (13%), TypeScript (13%), as a share of the 8 postings of the last 12 months.

Does Genomics use AWS?

Yes. AWS is named in 3 of 8 job postings (38%) and required in 3 of them.

What cloud and platforms does Genomics use?

The cloud and platforms named in Genomics job postings are AWS (3), Linux (3), GitHub (2) (postings in brackets).

What skills do you need for a Science & Research job at Genomics?

Science & Research postings at Genomics most often require Python (3), Git (2), GitHub (2), out of 3 postings in the last 12 months.

Is the Genomics tech stack changing?

Yes. AWS, CI/CD, LLM, HPC first appeared in Genomics job postings in the last six months.

How modern is the Genomics tech stack?

Genomics scores 78 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: 1; legacy ones: 0.

How does Alion know the Genomics tech stack?

Alion reads every job posting Genomics publishes and tags the technologies each one names. The figures on this page count the 8 postings of the last 12 months and were updated on Oct 7, 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, "Genomics tech stack: 27 technologies from 8 job postings", as of Oct 7, 2026. https://alion.io/company/genomics-com/technologies

Licence: CC BY-SA 4.0JSON