Refractal tech stack

Refractal builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes GCP, Splunk, ClickHouse, Google BigQuery. Python is named in 12 of the 21 job postings Refractal published in the last 12 months (57%). Counted by Alion from the job postings of Refractal, updated Oct 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 29, 2026
Technologies in use
35
Postings analysed
21
Open now
21
Modernity
79 /100

What programming languages does Refractal use?

Python is named in 57% of job postings at Refractal, followed by SQL (14%), JavaScript (5%), TypeScript (5%).

Python 12 57% required in 100% · 12 open now · since Oct 2026
SQL 3 14% required in 100% · 3 open now · since Oct 2026
JavaScript 1 5% required in 100% · 1 open now · since Oct 2026
TypeScript 1 5% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Refractal use?

Dagster is named in 10% of job postings at Refractal, followed by PyTorch (10%), FastAPI (5%), React.js (5%).

Dagster 2 10% required in 100% · 2 open now · since Oct 2026
PyTorch 2 10% required in 100% · 2 open now · since Oct 2026
FastAPI 1 5% required in 100% · 1 open now · since Oct 2026
React.js 1 5% required in 100% · 1 open now · since Oct 2026
OpenTelemetry 1 5% optional · 1 open now · since Oct 2026

What databases does Refractal use?

ClickHouse is named in 10% of job postings at Refractal, followed by Google BigQuery (10%), PostgreSQL (10%).

ClickHouse 2 10% required in 100% · 2 open now · since Oct 2026
Google BigQuery 2 10% required in 100% · 2 open now · since Oct 2026
PostgreSQL 2 10% required in 100% · 2 open now · since Oct 2026

What cloud and platforms does Refractal use?

GCP is named in 19% of job postings at Refractal, followed by Splunk (19%), SIEM (19%), AWS (10%).

GCP 4 19% required in 50% · 4 open now · since Oct 2026
Splunk 4 19% required in 50% · 4 open now · since Oct 2026
SIEM 4 19% required in 25% · 4 open now · since Oct 2026
AWS 2 10% required in 100% · 2 open now · since Oct 2026
Apache Kafka 2 10% required in 100% · 2 open now · since Oct 2026
Figma 2 10% required in 100% · 2 open now · since Oct 2026
Kubernetes 2 10% required in 100% · 2 open now · since Oct 2026
Datadog 1 5% required in 100% · 1 open now · since Oct 2026
Show all (11)
Google Cloud Run1
Apollo1
Okta1

What developer tools does Refractal use?

Terraform is named in 10% of job postings at Refractal.

Terraform 2 10% required in 100% · 2 open now · since Oct 2026

What AI and ML technologies does Refractal use?

LLM is named in 19% of job postings at Refractal.

LLM 4 19% required in 75% · 4 open now · since Oct 2026

Which engineering practices does Refractal ask for?

AI Agents is named in 29% of job postings at Refractal, followed by NIST AI RMF (19%), EU AI Act (14%), CI/CD (10%).

AI Agents 6 29% required in 100% · 6 open now · since Oct 2026
NIST AI RMF 4 19% required in 50% · 4 open now · since Oct 2026
EU AI Act 3 14% required in 67% · 3 open now · since Oct 2026
CI/CD 2 10% required in 100% · 2 open now · since Oct 2026
Embeddings 2 10% required in 100% · 2 open now · since Oct 2026
Fine-tuning 2 10% required in 100% · 2 open now · since Oct 2026
IAM 2 10% required in 100% · 2 open now · since Oct 2026
NLP 2 10% required in 100% · 2 open now · since Oct 2026
Show all (10)
Function Calling1
Red Teaming1

What does each Refractal team work with?

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

DevOps

4 postings
Python4
AWS2
GCP2
Kubernetes2
Terraform2

Data Science

4 postings
Python4
Apache Kafka2
ClickHouse2
Dagster2
Google BigQuery2
LLM2

See the open roles

How does your stack fit Refractal?

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

How modern is the Refractal stack?

Cutting-edge AI adopter 79/100

Refractal scores 79 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: 1; legacy ones: 0.

Questions about the Refractal tech stack

What programming languages does Refractal use?

The languages named in Refractal job postings are Python (57%), SQL (14%), JavaScript (5%), TypeScript (5%), as a share of the 21 postings of the last 12 months.

Does Refractal use Dagster?

Yes. Dagster is named in 2 of 21 job postings (10%) and required in 2 of them.

What cloud and platforms does Refractal use?

The cloud and platforms named in Refractal job postings are GCP (4), Splunk (4), SIEM (4) (postings in brackets).

What skills do you need for a DevOps job at Refractal?

DevOps postings at Refractal most often require Python (4), AWS (2), GCP (2), Kubernetes (2), out of 4 postings in the last 12 months.

Is the Refractal tech stack changing?

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

How modern is the Refractal tech stack?

Refractal scores 79 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: 1; legacy ones: 0.

How does Alion know the Refractal tech stack?

Alion reads every job posting Refractal publishes and tags the technologies each one names. The figures on this page count the 21 postings of the last 12 months and were updated on Oct 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, "Refractal tech stack: 35 technologies from 21 job postings", as of Oct 29, 2026. https://alion.io/company/refractal/technologies

Licence: CC BY-SA 4.0JSON