Centific tech stack
Centific builds mostly with Python, C#, SQL, PowerShell. Its stack also includes Linux, PyTorch, Windows, TensorFlow. Python is named in 37 of the 114 job postings Centific published in the last 12 months (32%). Counted by Alion from the job postings of Centific, updated Nov 12, 2026.
What programming languages does Centific use?
Python is named in 32% of job postings at Centific, followed by C# (12%), SQL (11%), PowerShell (9%).
Python
37 32%
C#
14 12%
SQL
13 11%
PowerShell
10 9%
JavaScript
8 7%
C++
6 5%
Bash
5 4%
TypeScript
3 3%
Show all (10)
What frameworks and libraries does Centific use?
PyTorch is named in 11% of job postings at Centific, followed by TensorFlow (8%), Transformers (7%), JAX (5%).
PyTorch
13 11%
TensorFlow
9 8%
Transformers
8 7%
JAX
6 5%
FastAPI
6 5%
Ray
6 5%
Selenium
5 4%
Gymnasium
4 4%
Show all (41)
And 1 more, each named in fewer postings.
What databases does Centific use?
Azure SQL Database is named in 3% of job postings at Centific, followed by MS SQL (3%), Azure Cosmos DB (2%), Amazon Aurora (1%).
What cloud and platforms does Centific use?
Linux is named in 12% of job postings at Centific, followed by Windows (11%), Azure (10%), OpenAI (7%).
Azure
11 10%
Power BI
8 7%
Azure DevOps
7 6%
Kubernetes
7 6%
GitLab CI
6 5%
Show all (30)
What developer tools does Centific use?
Ansible is named in 7% of job postings at Centific, followed by Git (7%), Terraform (6%), Docker (6%).
Ansible
8 7%
Git
8 7%
Terraform
7 6%
Docker
7 6%
TensorRT
5 4%
Isaac Sim
4 4%
Copilot
4 4%
ONNX
3 3%
Show all (20)
What AI and ML technologies does Centific use?
LLM is named in 13% of job postings at Centific, followed by VLM (3%), CLIP (3%), LLaVA (2%).
Show all (11)
Which engineering practices does Centific ask for?
RAG is named in 99% of job postings at Centific, followed by CI/CD (17%), AI Agents (12%), Physical AI (12%).
RAG
113 99%
CI/CD
19 17%
AI Agents
14 12%
Incident Management
9 8%
Show all (57)
And 17 more, each named in fewer postings.
What does each Centific team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
16 postingsSales
14 postingsQA
13 postingsBackend
11 postingsEarly Careers
10 postingsDevOps
8 postingsHow does your stack fit Centific?
How much does Centific pay by technology?
Median stated pay of the postings that name each technology, against the median of all Centific postings with stated pay: $107k across 44 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 19 | $100k | −7% |
| LLM | 11 | $220k | +106% |
| PyTorch | 11 | $160k | +50% |
| Transformers | 8 | $245k | +129% |
| OpenAI | 7 | $220k | +106% |
| TensorFlow | 7 | $80k | −25% |
| JAX | 6 | $270k | +152% |
| Ray | 6 | $270k | +152% |
| FastAPI | 5 | $220k | +106% |
| Weights & Biases | 5 | $220k | +106% |
How is the Centific 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 Centific stack?
Centific scores 80 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: 11; legacy ones: 0.
How common is the Centific stack in its industry?
Share of the 1,465 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Centific apart
Centific products in its job postings
Postings at Centific name its own products. They describe what the company makes, so they are left out of the stack above.
Companies with a stack like Centific
Questions about the Centific tech stack
What programming languages does Centific use?
The languages named in Centific job postings are Python (32%), C# (12%), SQL (11%), PowerShell (9%), JavaScript (7%), as a share of the 114 postings of the last 12 months.
Does Centific use PyTorch?
Yes. PyTorch is named in 13 of 114 job postings (11%) and required in 11 of them.
What cloud and platforms does Centific use?
The cloud and platforms named in Centific job postings are Linux (14), Windows (12), Azure (11) (postings in brackets).
What skills do you need for a AI/ML job at Centific?
AI/ML postings at Centific most often require LLM (6), PyTorch (5), Python (5), Gymnasium (4), out of 16 postings in the last 12 months.
Is the Centific tech stack changing?
Yes. Java, Microsoft Entra ID, Entity Framework Core, npm first appeared in Centific job postings in the last six months.
How modern is the Centific tech stack?
Centific scores 80 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: 11; legacy ones: 0.
How does Alion know the Centific tech stack?
Alion reads every job posting Centific publishes and tags the technologies each one names. The figures on this page count the 114 postings of the last 12 months and were updated on Nov 12, 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, "Centific tech stack: 173 technologies from 114 job postings", as of Nov 12, 2026. https://alion.io/company/centific/technologies