Trinity tech stack
Trinity builds mostly with Python, SQL, SAS, JavaScript. Its stack also includes Azure, AWS, LangChain, LlamaIndex. Python is named in 17 of the 30 job postings Trinity published in the last 12 months (57%). Counted by Alion from the job postings of Trinity, updated Sep 29, 2026.
What programming languages does Trinity use?
Python is named in 57% of job postings at Trinity, followed by SQL (27%), SAS (13%), JavaScript (13%).
Python
17 57%
SQL
8 27%
SAS
4 13%
JavaScript
4 13%
Node JS
3 10%
PowerShell
2 7%
SPSS
2 7%
Bash
1 3%
Show all (11)
What frameworks and libraries does Trinity use?
LangChain is named in 13% of job postings at Trinity, followed by LlamaIndex (13%), React.js (13%), LangGraph (7%).
LangChain
4 13%
LlamaIndex
4 13%
React.js
4 13%
LangGraph
2 7%
Transformers
2 7%
Apache Camel
1 3%
Asyncio
1 3%
Django
1 3%
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What databases does Trinity use?
PostgreSQL is named in 7% of job postings at Trinity, followed by Chroma (3%), Milvus (3%), MySQL (3%).
What cloud and platforms does Trinity use?
Azure is named in 43% of job postings at Trinity, followed by AWS (40%), GCP (37%), Spark (13%).
Azure
13 43%
AWS
12 40%
GCP
11 37%
Spark
4 13%
Power BI
3 10%
Kubernetes
2 7%
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What developer tools does Trinity use?
Jenkins is named in 13% of job postings at Trinity, followed by pySpark (13%), Microsoft Excel (10%), Docker (7%).
Jenkins
4 13%
pySpark
4 13%
Docker
2 7%
Git
2 7%
Rest API
2 7%
Copilot
1 3%
GraphQL
1 3%
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What AI and ML technologies does Trinity use?
LLM is named in 17% of job postings at Trinity, followed by Gemini (3%), Llama (3%), Mistral (3%).
Which engineering practices does Trinity ask for?
RAG is named in 23% of job postings at Trinity, followed by Prompt Engineering (23%), Multimodal AI (20%), AI Agents (17%).
RAG
7 23%
Prompt Engineering
7 23%
Multimodal AI
6 20%
AI Agents
5 17%
CI/CD
4 13%
NLP
3 10%
Fine-tuning
2 7%
Show all (20)
What does each Trinity team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
8 postingsSolutions
7 postingsAnalytics
3 postingsHow does your stack fit Trinity?
How much does Trinity pay by technology?
Median stated pay of the postings that name each technology, against the median of all Trinity postings with stated pay: $204k across 16 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Azure | 9 | $222k | +9% |
| AWS | 9 | $222k | +9% |
| GCP | 8 | $228k | +12% |
| Python | 7 | $204k | 0% |
How is the Trinity 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 Trinity stack?
Trinity scores 85 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 Trinity stack in its industry?
Share of the 3,196 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Trinity apart
Companies with a stack like Trinity
Questions about the Trinity tech stack
What programming languages does Trinity use?
The languages named in Trinity job postings are Python (57%), SQL (27%), SAS (13%), JavaScript (13%), Node JS (10%), as a share of the 30 postings of the last 12 months.
Does Trinity use LangChain?
Yes. LangChain is named in 4 of 30 job postings (13%) and required in 4 of them.
What cloud and platforms does Trinity use?
The cloud and platforms named in Trinity job postings are Azure (13), AWS (12), GCP (11) (postings in brackets).
What skills do you need for a Data Science job at Trinity?
Data Science postings at Trinity most often require Python (7), SQL (4), LLM (3), LangChain (3), out of 8 postings in the last 12 months.
Is the Trinity tech stack changing?
Yes. Microsoft Excel, Power BI, PubMed, PowerShell first appeared in Trinity job postings in the last six months.
How modern is the Trinity tech stack?
Trinity scores 85 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 Trinity tech stack?
Alion reads every job posting Trinity publishes and tags the technologies each one names. The figures on this page count the 30 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, "Trinity tech stack: 108 technologies from 30 job postings", as of Sep 29, 2026. https://alion.io/company/trinitylifesciences/technologies