TransCurators tech stack

TransCurators builds mostly with Python, JavaScript, Node JS, SQL. Its stack also includes AWS, PostgreSQL, React.js, Azure. Python is named in 7 of the 7 job postings TransCurators published in the last 12 months (100%). Counted by Alion from the job postings of TransCurators, updated Oct 23, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 23, 2026
Technologies in use
37
Postings analysed
7
Open now
7
Modernity
89 /100

What programming languages does TransCurators use?

Python is named in 100% of job postings at TransCurators, followed by JavaScript (100%), Node JS (57%), SQL (43%).

Python 7 100% required in 100% · 7 open now · since Sep 2026
JavaScript 7 100% required in 43% · 7 open now · since Sep 2026
Node JS 4 57% required in 100% · 4 open now · since Sep 2026
SQL 3 43% required in 100% · 3 open now · since Oct 2026
TypeScript 1 14% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does TransCurators use?

React.js is named in 57% of job postings at TransCurators, followed by DSPy (43%), LangChain (43%).

React.js 4 57% required in 100% · 4 open now · since Sep 2026
DSPy 3 43% required in 100% · 3 open now · since Oct 2026
LangChain 3 43% required in 100% · 3 open now · since Oct 2026

What databases does TransCurators use?

PostgreSQL is named in 57% of job postings at TransCurators.

PostgreSQL 4 57% required in 100% · 4 open now · since Sep 2026

What cloud and platforms does TransCurators use?

AWS is named in 100% of job postings at TransCurators, followed by Azure (43%), Langfuse (43%), Weights & Biases (29%).

AWS 7 100% required in 71% · 7 open now · since Sep 2026
Azure 3 43% required in 100% · 3 open now · since Oct 2026
Langfuse 3 43% required in 100% · 3 open now · since Oct 2026
Weights & Biases 2 29% required in 100% · 2 open now · since Oct 2026

What developer tools does TransCurators use?

GraphQL is named in 57% of job postings at TransCurators, followed by Docker (43%), Helicone (43%), Model Context Protocol (43%).

GraphQL 4 57% required in 100% · 4 open now · since Sep 2026
Docker 3 43% required in 100% · 3 open now · since Oct 2026
Helicone 3 43% required in 100% · 3 open now · since Oct 2026
Model Context Protocol 3 43% required in 100% · 3 open now · since Oct 2026
Rest API 1 14% required in 100% · 1 open now · since Oct 2026

What AI and ML technologies does TransCurators use?

LLM is named in 43% of job postings at TransCurators, followed by LoRA (43%), PEFT (43%), QLoRA (43%).

LLM 3 43% required in 100% · 3 open now · since Oct 2026
LoRA 3 43% optional · 3 open now · since Oct 2026
PEFT 3 43% optional · 3 open now · since Oct 2026
QLoRA 3 43% optional · 3 open now · since Oct 2026

Which engineering practices does TransCurators ask for?

CI/CD is named in 100% of job postings at TransCurators, followed by AI Agents (57%), ETL/ELT (43%), Human-in-the-Loop (43%).

CI/CD 7 100% required in 100% · 7 open now · since Sep 2026
AI Agents 4 57% required in 100% · 4 open now · since Oct 2026
ETL/ELT 3 43% required in 100% · 3 open now · since Oct 2026
Human-in-the-Loop 3 43% required in 100% · 3 open now · since Oct 2026
Multi-Agent Systems 3 43% required in 100% · 3 open now · since Oct 2026
Prompt Engineering 3 43% required in 100% · 3 open now · since Oct 2026
RAG 3 43% required in 100% · 3 open now · since Oct 2026
Fine-tuning 3 43% optional · 3 open now · since Oct 2026
Show all (15)
RLAIF3
RLHF3
Function Calling2
LLMOps2
Chain-of-Thought1
GraphRAG1
Knowledge Graph1

What does each TransCurators team work with?

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

Backend

4 postings
GraphQL4
Node JS4
PostgreSQL4
Python4
React.js4
AWS2

AI/ML

3 postings
AWS3
Azure3
DSPy3
Docker3
Helicone3
JavaScript3

See the open roles

How does your stack fit TransCurators?

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

How modern is the TransCurators stack?

Cutting-edge AI adopter 89/100

TransCurators scores 89 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 TransCurators stack in its industry?

Share of the 2,109 companies in the same industries, whose stack Alion knows, that use each technology.

AWS15%
JavaScript28%
Python23%
Node JS10%
PostgreSQL11%
React.js14%
Azure10%
DSPy0%
LLM13%
LangChain4%

What sets TransCurators apart

DSPy0%
LangChain4%
Langfuse1%
LoRA1%
PEFT1%
QLoRA0%

Questions about the TransCurators tech stack

What programming languages does TransCurators use?

The languages named in TransCurators job postings are Python (100%), JavaScript (100%), Node JS (57%), SQL (43%), TypeScript (14%), as a share of the 7 postings of the last 12 months.

Does TransCurators use React.js?

Yes. React.js is named in 4 of 7 job postings (57%) and required in 4 of them.

What cloud and platforms does TransCurators use?

The cloud and platforms named in TransCurators job postings are AWS (7), Azure (3), Langfuse (3) (postings in brackets).

What skills do you need for a Backend job at TransCurators?

Backend postings at TransCurators most often require GraphQL (4), Node JS (4), PostgreSQL (4), Python (4), out of 4 postings in the last 12 months.

Is the TransCurators tech stack changing?

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

How modern is the TransCurators tech stack?

TransCurators scores 89 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 TransCurators tech stack?

Alion reads every job posting TransCurators publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 23, 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, "TransCurators tech stack: 37 technologies from 7 job postings", as of Oct 23, 2026. https://alion.io/company/transcurators/technologies

Licence: CC BY-SA 4.0JSON