Biometric tech stack

Biometric builds mostly with Python, SQL. Its stack also includes Kubernetes, AWS, NumPy, PyTorch. ChatGPT is named in 7 of the 9 job postings Biometric published in the last 12 months (78%). Counted by Alion from the job postings of Biometric, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
76
Postings analysed
9
Open now
3
Modernity
87 /100

What programming languages does Biometric use?

Python is named in 56% of job postings at Biometric, followed by SQL (44%).

Python 5 56% required in 100% · 2 open now · since Sep 2026
SQL 4 44% required in 50% · 1 open now · since Sep 2026

What frameworks and libraries does Biometric use?

NumPy is named in 33% of job postings at Biometric, followed by PyTorch (33%), TensorFlow (33%), OpenCV (33%).

NumPy 3 33% required in 100% · 1 open now · since Sep 2026
PyTorch 3 33% required in 67% · 1 open now · since Sep 2026
TensorFlow 3 33% required in 67% · 1 open now · since Sep 2026
OpenCV 3 33% required in 33% · 1 open now · since Sep 2026
CUDA 2 22% optional · since Sep 2026
ONNX Runtime 2 22% optional · since Sep 2026
Aiohttp 1 11% required in 100% · 1 open now · since Sep 2026
Asyncio 1 11% required in 100% · 1 open now · since Sep 2026
Show all (16)
Celery1
Django1
Django REST Framework1
FastAPI1
Pandas1
Pytest1
SQLAlchemy1
Scikit-learn1

What databases does Biometric use?

PostgreSQL is named in 22% of job postings at Biometric, followed by Redis (22%), OpenSearch (11%).

PostgreSQL 2 22% required in 50% · 1 open now · since Aug 2026
Redis 2 22% required in 50% · 1 open now · since Aug 2026
OpenSearch 1 11% required in 100% · since Aug 2026

What cloud and platforms does Biometric use?

Kubernetes is named in 44% of job postings at Biometric, followed by AWS (33%), GCP (33%), GitHub Actions (22%).

Kubernetes 4 44% required in 50% · 1 open now · since Aug 2026
AWS 3 33% required in 33% · since Aug 2026
GCP 3 33% required in 33% · since Aug 2026
GitHub Actions 2 22% required in 100% · 1 open now · since Aug 2026
Grafana 2 22% required in 100% · 1 open now · since Aug 2026
Perplexity 2 22% required in 100% · since Sep 2026
Runway 2 22% required in 100% · since Sep 2026
Power BI 2 22% required in 50% · since Sep 2026
Show all (19)
RabbitMQ2
CUDA Toolkit2
Looker2
Azure1
GitHub1
GitLab1
GitLab CI1
Linux1
Yandex Cloud1
Snyk1
SonarQube1

What developer tools does Biometric use?

Cursor is named in 44% of job postings at Biometric, followed by Docker (44%), Copilot (33%), Loki (22%).

Cursor 4 44% required in 50% · 1 open now · since Sep 2026
Docker 4 44% required in 50% · 1 open now · since Aug 2026
Copilot 3 33% required in 33% · 1 open now · since Sep 2026
Loki 2 22% required in 100% · 1 open now · since Aug 2026
Microsoft Excel 2 22% required in 100% · since Sep 2026
Prometheus 2 22% required in 100% · 1 open now · since Aug 2026
TensorRT 2 22% optional · since Sep 2026
Windsurf 2 22% optional · since Sep 2026
Show all (19)
Ansible1
Docker Compose1
Git1
Helm1
Jenkins1
Terraform1
ArgoCD1
External Secrets1
ONNX1
SOPS1
Trivy1

What AI and ML technologies does Biometric use?

ChatGPT is named in 78% of job postings at Biometric, followed by Claude (78%), Gemini (67%), LLM (44%).

ChatGPT 7 78% required in 71% · 2 open now · since Sep 2026
Claude 7 78% required in 71% · 2 open now · since Sep 2026
Gemini 6 67% required in 67% · 1 open now · since Sep 2026
LLM 4 44% required in 50% · 1 open now · since Sep 2026

Which engineering practices does Biometric ask for?

CI/CD is named in 44% of job postings at Biometric, followed by Prompt Engineering (44%), Computer Vision (33%), Machine Learning (22%).

CI/CD 4 44% required in 50% · 1 open now · since Aug 2026
Prompt Engineering 4 44% optional · 1 open now · since Sep 2026
Computer Vision 3 33% required in 100% · 1 open now · since Sep 2026
Machine Learning 2 22% required in 100% · since Sep 2026
OCR 2 22% required in 100% · 2 open now · since Sep 2026
Synthetic Data 2 22% optional · since Sep 2026
DNS 1 11% required in 100% · since Aug 2026
IAM 1 11% required in 100% · since Aug 2026
Show all (13)
SLI/SLO/SLA1
TCP/IP1
VPN1
Blue-Green Deployment1
GitOps1

How does your stack fit Biometric?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How much does Biometric pay by technology?

Median stated pay of the postings that name each technology, against the median of all Biometric postings with stated pay: $21k across 8 postings.

TechnologyPostings with payMedianvs company median
ChatGPT7$19k−9%
Claude7$19k−9%
Gemini6$19k−10%
Python5$23k+9%

How modern is the Biometric stack?

Cutting-edge AI adopter 87/100

Biometric scores 87 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: 4; legacy ones: 0.

How common is the Biometric stack in its industry?

Share of the 432 companies in the same industries, whose stack Alion knows, that use each technology.

ChatGPT14%
Claude30%
Gemini8%
Python71%
Kubernetes52%
LLM33%
SQL49%
AWS57%
GCP39%
NumPy7%

Questions about the Biometric tech stack

What programming languages does Biometric use?

The languages named in Biometric job postings are Python (56%), SQL (44%), as a share of the 9 postings of the last 12 months.

Does Biometric use NumPy?

Yes. NumPy is named in 3 of 9 job postings (33%) and required in 3 of them.

What cloud and platforms does Biometric use?

The cloud and platforms named in Biometric job postings are Kubernetes (4), AWS (3), GCP (3) (postings in brackets).

Is the Biometric tech stack changing?

No new technology has appeared in Biometric job postings in the last six months.

How modern is the Biometric tech stack?

Biometric scores 87 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: 4; legacy ones: 0.

How does Alion know the Biometric tech stack?

Alion reads every job posting Biometric publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Sep 29, 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, "Biometric tech stack: 76 technologies from 9 job postings", as of Sep 29, 2026. https://alion.io/company/biometric/technologies

Licence: CC BY-SA 4.0JSON