Simular tech stack

Simular builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes JAX, PyTorch, AWS, Figma. Python is named in 7 of the 18 job postings Simular published in the last 12 months (39%). Counted by Alion from the job postings of Simular, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
42
Postings analysed
18
Open now
18
Modernity
77 /100
New in 6 months
3

What programming languages does Simular use?

Python is named in 39% of job postings at Simular, followed by SQL (17%), JavaScript (17%), TypeScript (11%).

Python 7 39% required in 100% · 7 open now · since Oct 2025
SQL 3 17% required in 100% · 3 open now · since May 2026
JavaScript 3 17% required in 67% · 3 open now · since Oct 2025
TypeScript 2 11% required in 100% · 2 open now · since Oct 2025
Go 1 6% required in 100% · 1 open now · since Oct 2025
Rust 1 6% required in 100% · 1 open now · since Oct 2025
Lua 1 6% optional · 1 open now · since Apr 2026

What frameworks and libraries does Simular use?

JAX is named in 11% of job postings at Simular, followed by PyTorch (11%), Appium (6%), Playwright (6%).

JAX 2 11% required in 100% · 2 open now · since Oct 2025
PyTorch 2 11% required in 100% · 2 open now · since Oct 2025
Appium 1 6% required in 100% · 1 open now · since Apr 2026
Playwright 1 6% required in 100% · 1 open now · since Apr 2026
React.js 1 6% required in 100% · 1 open now · since Jul 2026
XCTest 1 6% required in 100% · 1 open now · since Apr 2026

What databases does Simular use?

BigQuery is named in 6% of job postings at Simular, followed by Google BigQuery (6%), Snowflake (6%).

BigQuery 1 6% required in 100% · 1 open now · since May 2026
Google BigQuery 1 6% required in 100% · 1 open now · since May 2026
Snowflake 1 6% required in 100% · 1 open now · since May 2026

What cloud and platforms does Simular use?

AWS is named in 6% of job postings at Simular, followed by Figma (6%), GCP (6%), Kubernetes (6%).

AWS 1 6% required in 100% · 1 open now · since Jun 2026
Figma 1 6% required in 100% · 1 open now · since Jul 2026
GCP 1 6% required in 100% · 1 open now · since Jun 2026
Kubernetes 1 6% required in 100% · 1 open now · since Jun 2026
Linux 1 6% required in 100% · 1 open now · since Apr 2026
Windows 1 6% required in 100% · 1 open now · since Apr 2026

What developer tools does Simular use?

dbt is named in 11% of job postings at Simular, followed by Hammerspoon (6%), Microsoft Excel (6%).

dbt 2 11% required in 100% · 2 open now · since May 2026
Hammerspoon 1 6% required in 100% · 1 open now · since Apr 2026
Microsoft Excel 1 6% required in 100% · 1 open now · since Jul 2026

What AI and ML technologies does Simular use?

LLM is named in 17% of job postings at Simular.

LLM 3 17% required in 100% · 3 open now · since Oct 2025

Which engineering practices does Simular ask for?

AI Agents is named in 50% of job postings at Simular, followed by CI/CD (11%), Computer Use (11%), Computer Vision (11%).

AI Agents 9 50% required in 100% · 9 open now · since Oct 2025
CI/CD 2 11% required in 100% · 2 open now · since Oct 2025
Computer Use 2 11% required in 100% · 2 open now · since Oct 2025
Computer Vision 2 11% required in 100% · 2 open now · since Oct 2025
Machine Learning 2 11% required in 100% · 2 open now · since Oct 2025
Multimodal AI 2 11% required in 100% · 2 open now · since Oct 2025
Reinforcement Learning 2 11% required in 100% · 2 open now · since Oct 2025
Tool Use 2 11% required in 100% · 2 open now · since Apr 2026
Show all (16)
Embeddings1
Fine-tuning1
Function Calling1
Multi-Agent Systems1
Post-training1
Pre-training1
RAG1
Reward Modeling1

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How is the Simular 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.

First appeared
SQLMay 2026
dbtMay 2026
Tool UseApr 2026
Not named for 6 months
Computer VisionOct 2025
JAXOct 2025
Machine LearningOct 2025
Multimodal AIOct 2025
PyTorchOct 2025
Reinforcement LearningOct 2025

How modern is the Simular stack?

Cutting-edge AI adopter 77/100

Simular scores 77 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 common is the Simular stack in its industry?

Share of the 844 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
JavaScript57%
LLM56%
SQL39%
JAX7%
PyTorch20%
TypeScript54%
AWS50%
Appium2%
BigQuery8%

Questions about the Simular tech stack

What programming languages does Simular use?

The languages named in Simular job postings are Python (39%), SQL (17%), JavaScript (17%), TypeScript (11%), Go (6%), as a share of the 18 postings of the last 12 months.

Does Simular use JAX?

Yes. JAX is named in 2 of 18 job postings (11%) and required in 2 of them.

What cloud and platforms does Simular use?

The cloud and platforms named in Simular job postings are AWS (1), Figma (1), GCP (1) (postings in brackets).

Is the Simular tech stack changing?

Yes. SQL, dbt, Tool Use first appeared in Simular job postings in the last six months.

How modern is the Simular tech stack?

Simular scores 77 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 Simular tech stack?

Alion reads every job posting Simular publishes and tags the technologies each one names. The figures on this page count the 18 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, "Simular tech stack: 42 technologies from 18 job postings", as of Sep 29, 2026. https://alion.io/company/simular/technologies

Licence: CC BY-SA 4.0JSON