ThoughtFull tech stack

ThoughtFull builds mostly with Python, Elixir, TypeScript, JavaScript. Its stack also includes MySQL, PostgreSQL, React Native, Ruby on Rails. Python is named in 7 of the 7 job postings ThoughtFull published in the last 12 months (100%). Counted by Alion from the job postings of ThoughtFull, updated Oct 23, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 23, 2026
Technologies in use
42
Postings analysed
7
Open now
5
Modernity
82 /100

What programming languages does ThoughtFull use?

Python is named in 100% of job postings at ThoughtFull, followed by Elixir (57%), TypeScript (57%), JavaScript (57%).

Python 7 100% required in 100% · 5 open now · since Sep 2026
Elixir 4 57% required in 100% · 2 open now · since Sep 2026
TypeScript 4 57% required in 100% · 2 open now · since Sep 2026
JavaScript 4 57% optional · 2 open now · since Sep 2026
Ruby 4 57% optional · 2 open now · since Sep 2026

What frameworks and libraries does ThoughtFull use?

React Native is named in 57% of job postings at ThoughtFull, followed by Ruby on Rails (57%), React.js (57%), Django (43%).

React Native 4 57% required in 100% · 2 open now · since Sep 2026
Ruby on Rails 4 57% required in 100% · 2 open now · since Sep 2026
React.js 4 57% optional · 2 open now · since Sep 2026
Django 3 43% required in 100% · 3 open now · since Oct 2026
FastAPI 3 43% required in 100% · 3 open now · since Oct 2026
LangChain 3 43% required in 100% · 3 open now · since Oct 2026
LangGraph 3 43% required in 100% · 3 open now · since Oct 2026

What databases does ThoughtFull use?

MySQL is named in 57% of job postings at ThoughtFull, followed by PostgreSQL (57%), Milvus (43%), Pinecone (43%).

MySQL 4 57% required in 100% · 2 open now · since Sep 2026
PostgreSQL 4 57% required in 100% · 2 open now · since Sep 2026
Milvus 3 43% required in 100% · 3 open now · since Oct 2026
Pinecone 3 43% required in 100% · 3 open now · since Oct 2026

What cloud and platforms does ThoughtFull use?

AWS is named in 43% of job postings at ThoughtFull, followed by AWS Bedrock (43%), Anthropic (43%), OpenAI (43%).

AWS 3 43% required in 100% · 3 open now · since Oct 2026
AWS Bedrock 3 43% required in 100% · 3 open now · since Oct 2026
Anthropic 3 43% required in 100% · 3 open now · since Oct 2026
OpenAI 3 43% required in 100% · 3 open now · since Oct 2026
LangSmith 3 43% optional · 3 open now · since Oct 2026
Langfuse 3 43% optional · 3 open now · since Oct 2026

What developer tools does ThoughtFull use?

Docker is named in 100% of job postings at ThoughtFull, followed by Git (43%), Rest API (43%).

Docker 7 100% required in 100% · 5 open now · since Sep 2026
Git 3 43% required in 100% · 3 open now · since Oct 2026
Rest API 3 43% required in 100% · 3 open now · since Oct 2026

What AI and ML technologies does ThoughtFull use?

LLM is named in 43% of job postings at ThoughtFull.

LLM 3 43% required in 100% · 3 open now · since Oct 2026

Which engineering practices does ThoughtFull ask for?

CI/CD is named in 100% of job postings at ThoughtFull, followed by AI Agents (43%), Agentic Workflows (43%), Embeddings (43%).

CI/CD 7 100% required in 100% · 5 open now · since Sep 2026
AI Agents 3 43% required in 100% · 3 open now · since Oct 2026
Agentic Workflows 3 43% required in 100% · 3 open now · since Oct 2026
Embeddings 3 43% required in 100% · 3 open now · since Oct 2026
Function Calling 3 43% required in 100% · 3 open now · since Oct 2026
Hallucination 3 43% required in 100% · 3 open now · since Oct 2026
LLM Guardrails 3 43% required in 100% · 3 open now · since Oct 2026
Prompt Engineering 3 43% required in 100% · 3 open now · since Oct 2026
Show all (16)
RAG3
Structured Outputs3
Fine-tuning3
Machine Learning3
Multi-Agent Systems3
NLP3
Recommender Systems3
Voice Agents3

What does each ThoughtFull team work with?

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

Backend

4 postings
Docker4
Elixir4
MySQL4
PostgreSQL4
Python4
React Native4

AI/ML

3 postings
AWS3
AWS Bedrock3
Anthropic3
Django3
Docker3
FastAPI3

See the open roles

How does your stack fit ThoughtFull?

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

How modern is the ThoughtFull stack?

Cutting-edge AI adopter 82/100

ThoughtFull scores 82 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 ThoughtFull stack in its industry?

Share of the 496 companies in the same industries, whose stack Alion knows, that use each technology.

Python38%
Elixir0%
JavaScript40%
MySQL8%
PostgreSQL21%
React Native11%
React.js28%
Ruby6%
Ruby on Rails5%
TypeScript34%

What sets ThoughtFull apart

Elixir0%
AWS Bedrock3%
Anthropic4%
LangGraph3%
LangSmith2%
Langfuse3%
Milvus1%
Pinecone1%

Questions about the ThoughtFull tech stack

What programming languages does ThoughtFull use?

The languages named in ThoughtFull job postings are Python (100%), Elixir (57%), TypeScript (57%), JavaScript (57%), Ruby (57%), as a share of the 7 postings of the last 12 months.

Does ThoughtFull use React Native?

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

What cloud and platforms does ThoughtFull use?

The cloud and platforms named in ThoughtFull job postings are AWS (3), AWS Bedrock (3), Anthropic (3) (postings in brackets).

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

Backend postings at ThoughtFull most often require Docker (4), Elixir (4), MySQL (4), PostgreSQL (4), out of 4 postings in the last 12 months.

Is the ThoughtFull tech stack changing?

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

How modern is the ThoughtFull tech stack?

ThoughtFull scores 82 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 ThoughtFull tech stack?

Alion reads every job posting ThoughtFull 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, "ThoughtFull tech stack: 42 technologies from 7 job postings", as of Oct 23, 2026. https://alion.io/company/thoughtfull/technologies

Licence: CC BY-SA 4.0JSON