Generalist AI tech stack

Generalist AI builds mostly with Python, C++, TypeScript, Rust. Its stack also includes OpenAI, Kubernetes, PostgreSQL, CUDA. ChatGPT is named in 24 of the 24 job postings Generalist AI published in the last 12 months (100%). Counted by Alion from the job postings of Generalist AI, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
42
Postings analysed
24
Open now
20
Modernity
85 /100
New in 6 months
1

What programming languages does Generalist AI use?

Python is named in 21% of job postings at Generalist AI, followed by C++ (8%), TypeScript (8%), Rust (4%).

Python 5 21% required in 80% · 4 open now · since Feb 2026
C++ 2 8% required in 100% · 2 open now · since Feb 2026
TypeScript 2 8% required in 100% · 2 open now · since Feb 2026
Rust 1 4% required in 100% · 1 open now · since Jul 2026
JavaScript 1 4% optional · 1 open now · since Oct 2026

What frameworks and libraries does Generalist AI use?

CUDA is named in 4% of job postings at Generalist AI, followed by FastAPI (4%), NumPy (4%), PyTorch (4%).

CUDA 1 4% required in 100% · 1 open now · since Feb 2026
FastAPI 1 4% required in 100% · 1 open now · since Feb 2026
NumPy 1 4% required in 100% · 1 open now · since Feb 2026
PyTorch 1 4% required in 100% · 1 open now · since Feb 2026
ROS 1 4% required in 100% · 1 open now · since Feb 2026
ROS2 1 4% required in 100% · 1 open now · since Feb 2026
React.js 1 4% required in 100% · 1 open now · since Oct 2026

What databases does Generalist AI use?

PostgreSQL is named in 4% of job postings at Generalist AI.

PostgreSQL 1 4% required in 100% · 1 open now · since Feb 2026

What cloud and platforms does Generalist AI use?

OpenAI is named in 100% of job postings at Generalist AI, followed by Kubernetes (13%), AWS (8%), CUDA Toolkit (4%).

OpenAI 24 100% required in 100% · 20 open now · since Feb 2026
Kubernetes 3 13% required in 67% · 2 open now · since Feb 2026
AWS 2 8% required in 100% · 2 open now · since Feb 2026
CUDA Toolkit 1 4% required in 100% · 1 open now · since Feb 2026
Linux 1 4% required in 100% · 1 open now · since Jul 2026

What developer tools does Generalist AI use?

NVLink is named in 4% of job postings at Generalist AI, followed by SLURM (4%), SolidWorks (4%), Terraform (4%).

NVLink 1 4% required in 100% · 1 open now · since Feb 2026
SLURM 1 4% required in 100% · 1 open now · since Feb 2026
SolidWorks 1 4% required in 100% · 1 open now · since Aug 2026
Terraform 1 4% required in 100% · 1 open now · since Feb 2026

What AI and ML technologies does Generalist AI use?

ChatGPT is named in 100% of job postings at Generalist AI, followed by GPT-4 (100%), Gemini (100%), LLM (4%).

ChatGPT 24 100% required in 100% · 20 open now · since Feb 2026
GPT-4 24 100% required in 100% · 20 open now · since Feb 2026
Gemini 24 100% required in 100% · 20 open now · since Feb 2026
LLM 1 4% optional · 1 open now · since Sep 2026

Which engineering practices does Generalist AI ask for?

Multimodal AI is named in 100% of job postings at Generalist AI, followed by Vision-Language-Action (96%), Fine-tuning (13%), Machine Learning (13%).

Multimodal AI 24 100% required in 100% · 20 open now · since Feb 2026
Vision-Language-Action 23 96% required in 100% · 20 open now · since Feb 2026
Fine-tuning 3 13% required in 67% · 2 open now · since Feb 2026
Machine Learning 3 13% required in 67% · 3 open now · since Jun 2026
Post-training 3 13% required in 67% · 2 open now · since Feb 2026
Imitation Learning 2 8% required in 100% · 1 open now · since Feb 2026
Knowledge Distillation 2 8% required in 100% · 1 open now · since Feb 2026
RLHF 2 8% required in 100% · 1 open now · since Feb 2026
Show all (16)
Reinforcement Learning2
Reinforcement Learning2
Synthetic Data2
Diffusion Models1
Embodied AI1
Model Distillation1
Human-in-the-Loop1
Pre-training1

What does each Generalist AI team work with?

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

AI/ML

6 postings
ChatGPT6
GPT-46
Gemini6
OpenAI6
Python2

Sales

4 postings
ChatGPT4
GPT-44
Gemini4
OpenAI4

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How is the Generalist AI 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
Machine LearningJun 2026
Not named for 6 months
PythonFeb 2026
KubernetesFeb 2026
AWSFeb 2026

How modern is the Generalist AI stack?

Cutting-edge AI adopter 85/100

Generalist AI 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 Generalist AI stack in its industry?

Share of the 87 companies in the same industries, whose stack Alion knows, that use each technology.

ChatGPT10%
GPT-42%
Gemini8%
OpenAI11%
Python90%
Kubernetes46%
AWS52%
C++82%
TypeScript51%
CUDA28%

What sets Generalist AI apart

GPT-42%

Questions about the Generalist AI tech stack

What programming languages does Generalist AI use?

The languages named in Generalist AI job postings are Python (21%), C++ (8%), TypeScript (8%), Rust (4%), JavaScript (4%), as a share of the 24 postings of the last 12 months.

Does Generalist AI use OpenAI?

Yes. OpenAI is named in 24 of 24 job postings (100%) and required in 24 of them.

What cloud and platforms does Generalist AI use?

The cloud and platforms named in Generalist AI job postings are OpenAI (24), Kubernetes (3), AWS (2) (postings in brackets).

What skills do you need for a AI/ML job at Generalist AI?

AI/ML postings at Generalist AI most often require ChatGPT (6), GPT-4 (6), Gemini (6), OpenAI (6), out of 6 postings in the last 12 months.

Is the Generalist AI tech stack changing?

Yes. Machine Learning first appeared in Generalist AI job postings in the last six months.

How modern is the Generalist AI tech stack?

Generalist AI 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 Generalist AI tech stack?

Alion reads every job posting Generalist AI publishes and tags the technologies each one names. The figures on this page count the 24 postings of the last 12 months and were updated on Oct 13, 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, "Generalist AI tech stack: 42 technologies from 24 job postings", as of Oct 13, 2026. https://alion.io/company/generalist-ai/technologies

Licence: CC BY-SA 4.0JSON