Cognition
AI Development Tools · AI Agents

Cognition tech stack

Cognition builds mostly with Python, TypeScript, SQL, Go. Its stack also includes Scale AI, AWS, PyTorch, Google BigQuery. Scale AI is named in 111 of the 111 job postings Cognition published in the last 12 months (100%). Counted by Alion from the job postings of Cognition, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
62
Postings analysed
111
Open now
99
Modernity
80 /100
New in 6 months
8

What programming languages does Cognition use?

Python is named in 26% of job postings at Cognition, followed by TypeScript (18%), SQL (5%), Go (4%).

Python 29 26% required in 97% · 29 open now · since Jul 2025
TypeScript 20 18% required in 100% · 20 open now · since Jul 2025
SQL 6 5% required in 83% · 5 open now · since Nov 2025
Go 4 4% required in 100% · 4 open now · since Apr 2026
Java 3 3% required in 100% · 3 open now · since Apr 2026
JavaScript 3 3% required in 100% · 3 open now · since Oct 2025
COBOL 2 2% required in 100% · 2 open now · since Jul 2026
C++ 1 1% required in 100% · 1 open now · since Aug 2026
Show all (9)
Rust1

What frameworks and libraries does Cognition use?

PyTorch is named in 3% of job postings at Cognition, followed by Dagster (1%), JAX (1%).

PyTorch 3 3% required in 100% · 3 open now · since Aug 2026
Dagster 1 1% required in 100% · 1 open now · since Nov 2025
JAX 1 1% required in 100% · 1 open now · since Oct 2026

What databases does Cognition use?

Google BigQuery is named in 1% of job postings at Cognition, followed by Snowflake (1%).

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

What cloud and platforms does Cognition use?

Scale AI is named in 100% of job postings at Cognition, followed by AWS (7%), Azure (7%), GCP (7%).

Scale AI 111 100% required in 100% · 99 open now · since Jul 2025
AWS 8 7% required in 88% · 7 open now · since Apr 2026
Azure 8 7% required in 88% · 7 open now · since Apr 2026
GCP 8 7% required in 88% · 7 open now · since Apr 2026
GitHub 3 3% required in 100% · 3 open now · since Dec 2025
Kubernetes 3 3% required in 100% · 2 open now · since Aug 2026
Linux 3 3% required in 100% · 3 open now · since Apr 2026
Okta 3 3% required in 100% · 3 open now · since Dec 2025
Show all (11)
Cloudflare1
Metabase1
Windows1

What developer tools does Cognition use?

Cursor is named in 100% of job postings at Cognition, followed by Windsurf (18%), Git (5%), Terraform (5%).

Cursor 111 100% required in 100% · 99 open now · since Jul 2025
Windsurf 20 18% required in 95% · 19 open now · since Sep 2025
Git 6 5% required in 67% · 6 open now · since Dec 2025
Terraform 5 5% required in 80% · 4 open now · since Dec 2025
Copilot 3 3% required in 100% · 3 open now · since Nov 2025
Docker 3 3% required in 100% · 3 open now · since Apr 2026
Model Context Protocol 2 2% required in 100% · 2 open now · since Oct 2025
dbt 1 1% required in 100% · 1 open now · since Nov 2025
Show all (9)
Ansible1

What AI and ML technologies does Cognition use?

LLM is named in 3% of job postings at Cognition, followed by ChatGPT (1%).

LLM 3 3% required in 100% · 3 open now · since Oct 2025
ChatGPT 1 1% required in 100% · 1 open now · since Nov 2025

Which engineering practices does Cognition ask for?

AI Agents is named in 14% of job postings at Cognition, followed by CI/CD (12%), Post-training (4%), Agentic Workflows (4%).

AI Agents 15 14% required in 87% · 13 open now · since Jul 2025
CI/CD 13 12% required in 100% · 12 open now · since Dec 2025
Post-training 4 4% required in 100% · 4 open now · since Aug 2026
Agentic Workflows 4 4% required in 50% · 4 open now · since Oct 2025
DHCP 3 3% required in 100% · 3 open now · since Dec 2025
DNS 3 3% required in 100% · 3 open now · since Dec 2025
TCP/IP 3 3% required in 100% · 3 open now · since Dec 2025
IAM 3 3% required in 67% · 3 open now · since Dec 2025
Show all (26)
Function Calling2
Human-in-the-Loop2
LLM Guardrails2
Machine Learning2
Pre-training2
VPN2
ETL/ELT2
BGP1
Interpretability1
OSPF1
Platform Engineering1
RLAIF1
RLHF1
Reward Modeling1
SLI/SLO/SLA1
Synthetic Data1
Wi-Fi1
AIOps1

What does each Cognition team work with?

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

Sales

19 postings
Cursor19
Scale AI19
SQL4
Windsurf3
Copilot2

Marketing

18 postings
Cursor18
Scale AI18

Solutions

13 postings
Cursor13
Scale AI13
Python9
TypeScript9
Windsurf5

HR

11 postings
Cursor11
Scale AI11

AI/ML

9 postings
Cursor9
Scale AI9
Python8
TypeScript5
AWS3
Azure3

Operations

8 postings
Cursor8
Scale AI8

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How much does Cognition pay by technology?

Median stated pay of the postings that name each technology, against the median of all Cognition postings with stated pay: $220k across 13 postings.

TechnologyPostings with payMedianvs company median
Scale AI13$220k0%
Python5$280k+27%

How is the Cognition 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
Human-in-the-LoopOct 2026
Machine LearningOct 2026
VPNSep 2026
Pre-trainingAug 2026
Post-trainingAug 2026
PyTorchAug 2026
KubernetesAug 2026
Function CallingAug 2026
Falling
Python33% → 10%
TypeScript22% → 3%
Windsurf24% → 5%
AI Agents22% → 10%
CI/CD11% → 3%
Go7% → 0%
Agentic Workflows7% → 0%
Kubernetes7% → 0%

How modern is the Cognition stack?

Cutting-edge AI adopter 80/100

Cognition scores 80 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: 2; legacy ones: 0.

How common is the Cognition stack in its industry?

Share of the 1,714 companies in the same industries, whose stack Alion knows, that use each technology.

Scale AI1%
Python65%
TypeScript52%
AWS48%
Azure32%
GCP35%
SQL41%
Go21%
GitHub21%
Java17%

What sets Cognition apart

Scale AI1%

Cognition products in its job postings

Postings at Cognition name its own products. They describe what the company makes, so they are left out of the stack above.

Devin111

Questions about the Cognition tech stack

What programming languages does Cognition use?

The languages named in Cognition job postings are Python (26%), TypeScript (18%), SQL (5%), Go (4%), Java (3%), as a share of the 111 postings of the last 12 months.

Does Cognition use PyTorch?

Yes. PyTorch is named in 3 of 111 job postings (3%) and required in 3 of them.

What cloud and platforms does Cognition use?

The cloud and platforms named in Cognition job postings are Scale AI (111), AWS (8), Azure (8) (postings in brackets).

What skills do you need for a Sales job at Cognition?

Sales postings at Cognition most often require Cursor (19), Scale AI (19), SQL (4), Windsurf (3), out of 19 postings in the last 12 months.

Is the Cognition tech stack changing?

Yes. Human-in-the-Loop, Machine Learning, VPN, Pre-training first appeared in Cognition job postings in the last six months.

How modern is the Cognition tech stack?

Cognition scores 80 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: 2; legacy ones: 0.

How does Alion know the Cognition tech stack?

Alion reads every job posting Cognition publishes and tags the technologies each one names. The figures on this page count the 111 postings of the last 12 months and were updated on Nov 12, 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, "Cognition tech stack: 62 technologies from 111 job postings", as of Nov 12, 2026. https://alion.io/company/cognition/technologies

Licence: CC BY-SA 4.0JSON