Centific tech stack
Centific builds mostly with Python, SQL, C#, JavaScript. Its stack also includes Linux, Windows, PyTorch, Transformers. Python is named in 25 of the 91 job postings Centific published in the last 12 months (27%). Counted by Alion from the job postings of Centific, updated Sep 27, 2026.
What programming languages does Centific use?
Python is named in 27% of job postings at Centific, followed by SQL (13%), C# (12%), JavaScript (9%).
C# 
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What frameworks and libraries does Centific use?
PyTorch is named in 9% of job postings at Centific, followed by Transformers (8%), JAX (5%), TensorFlow (5%).
PyTorch
8 9%
Transformers
7 8%
JAX
5 5%
TensorFlow
5 5%
Ray
5 5%
Gymnasium
4 4%
Selenium
4 4%
TRL
4 4%
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What databases does Centific use?
MS SQL is named in 3% of job postings at Centific, followed by Azure SQL Database (2%), Azure Cosmos DB (2%), Amazon Aurora (1%).
What cloud and platforms does Centific use?
Linux is named in 11% of job postings at Centific, followed by Windows (9%), OpenAI (7%), Power BI (7%).
Power BI
6 7%
Azure
6 7%
GitLab CI
5 5%
Azure DevOps
5 5%
Kubernetes
5 5%
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What developer tools does Centific use?
Ansible is named in 7% of job postings at Centific, followed by Terraform (7%), Git (7%), Docker (5%).
Ansible
6 7%
Terraform
6 7%
Git
6 7%
Docker
5 5%
TensorRT
4 4%
Isaac Sim
3 3%
Copilot
3 3%
ONNX
2 2%
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What AI and ML technologies does Centific use?
LLM is named in 13% of job postings at Centific, followed by VLM (2%), CLIP (2%), Claude (1%).
Show all (11)
Which engineering practices does Centific ask for?
RAG is named in 100% of job postings at Centific, followed by CI/CD (15%), Physical AI (13%), AI Agents (12%).
RAG
91 100%
CI/CD
14 15%
AI Agents
11 12%
RLHF
8 9%
Incident Management
7 8%
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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.
Sales
14 postingsQA
12 postingsBackend
10 postingsAI/ML
8 postingsDevOps
7 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: $160k across 37 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 14 | $190k | +19% |
| LLM | 10 | $230k | +44% |
| Transformers | 7 | $250k | +56% |
| PyTorch | 7 | $240k | +50% |
| JAX | 5 | $300k | +88% |
| Ray | 5 | $300k | +88% |
| OpenAI | 5 | $220k | +38% |
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 605 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 (27%), SQL (13%), C# (12%), JavaScript (9%), PowerShell (9%), as a share of the 91 postings of the last 12 months.
Does Centific use PyTorch?
Yes. PyTorch is named in 8 of 91 job postings (9%) and required in 6 of them.
What cloud and platforms does Centific use?
The cloud and platforms named in Centific job postings are Linux (10), Windows (8), OpenAI (6) (postings in brackets).
What skills do you need for a Sales job at Centific?
Sales postings at Centific most often require JQuery (2), JavaScript (2), LLM (2), OpenAI (2), out of 14 postings in the last 12 months.
Is the Centific tech stack changing?
Yes. Azure SQL Database, Azure Cosmos DB, Microsoft Entra ID, Entity Framework Core 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 91 postings of the last 12 months and were updated on Sep 27, 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: 161 technologies from 91 job postings", as of Sep 27, 2026. https://alion.io/company/centific/technologies