Protege tech stack

Protege builds mostly with Python, SQL, Go, TypeScript. Its stack also includes AWS, Dagster, Azure, PostgreSQL. Python is named in 7 of the 17 job postings Protege published in the last 12 months (41%). Counted by Alion from the job postings of Protege, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
43
Postings analysed
17
Open now
11
Modernity
74 /100
New in 6 months
8

What programming languages does Protege use?

Python is named in 41% of job postings at Protege, followed by SQL (35%), Go (29%), TypeScript (12%).

Python 7 41% required in 71% · 7 open now · since Jun 2026
SQL 6 35% required in 83% · 5 open now · since Jun 2026
Go 5 29% required in 20% · 4 open now · since Jun 2026
TypeScript 2 12% required in 100% · since Jul 2026
JavaScript 2 12% optional · since Jul 2026
C 1 6% optional · 1 open now · since Aug 2026

What frameworks and libraries does Protege use?

Dagster is named in 18% of job postings at Protege, followed by Next.js (12%), React.js (12%), FFmpeg (6%).

Dagster 3 18% optional · 3 open now · since Jun 2026
Next.js 2 12% required in 100% · since Jul 2026
React.js 2 12% required in 100% · since Jul 2026
FFmpeg 1 6% optional · 1 open now · since Aug 2026

What databases does Protege use?

PostgreSQL is named in 12% of job postings at Protege.

PostgreSQL 2 12% required in 100% · since Jul 2026

What cloud and platforms does Protege use?

AWS is named in 35% of job postings at Protege, followed by Azure (12%), GCP (12%), Databricks (12%).

AWS 6 35% required in 67% · 4 open now · since Apr 2026
Azure 2 12% required in 50% · 2 open now · since Apr 2026
GCP 2 12% required in 50% · 2 open now · since Apr 2026
Databricks 2 12% optional · 2 open now · since Aug 2026
Vercel 2 12% optional · 2 open now · since Aug 2026
Anthropic 1 6% required in 100% · 1 open now · since Jul 2026
OpenAI 1 6% required in 100% · 1 open now · since Jul 2026

What developer tools does Protege use?

Microsoft Excel is named in 6% of job postings at Protege, followed by Great Expectations (6%), dbt (6%).

Microsoft Excel 1 6% required in 100% · since Jul 2026
Great Expectations 1 6% optional · since Jul 2026
dbt 1 6% optional · since Jul 2026

What AI and ML technologies does Protege use?

LLM is named in 29% of job postings at Protege.

LLM 5 29% required in 40% · 4 open now · since May 2026

Which engineering practices does Protege ask for?

Machine Learning is named in 29% of job postings at Protege, followed by Multimodal AI (29%), Embeddings (24%), AI Agents (18%).

Machine Learning 5 29% required in 100% · 3 open now · since May 2026
Multimodal AI 5 29% required in 100% · 2 open now · since Jun 2026
Embeddings 4 24% required in 25% · 3 open now · since Jun 2026
AI Agents 3 18% required in 100% · 2 open now · since May 2026
NLP 3 18% optional · 3 open now · since Jun 2026
Platform Engineering 2 12% required in 100% · 2 open now · since Aug 2026
Fine-tuning 2 12% required in 50% · 2 open now · since Jun 2026
Synthetic Data 2 12% required in 50% · 1 open now · since May 2026
Show all (21)
CI/CD1
Function Calling1
Reinforcement Learning1
Self-Supervised Learning1
Speech Recognition1
Text-to-Speech1
Tool Use1
World Models1
Imitation Learning1
LLM Evaluation1
RLAIF1
RLHF1
Reward Modeling1

What does each Protege team work with?

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

AI/ML

5 postings
Python2
SQL2

Backend

3 postings
AWS3
Next.js2
PostgreSQL2
React.js2
TypeScript2

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How is the Protege 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
Platform EngineeringAug 2026
DatabricksAug 2026
VercelAug 2026
Next.jsJul 2026
PostgreSQLJul 2026
React.jsJul 2026
TypeScriptJul 2026
JavaScriptJul 2026

How modern is the Protege stack?

Modern AI adopter 74/100

Protege scores 74 out of 100 (Modern). 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 Protege stack in its industry?

Share of the 81 companies in the same industries, whose stack Alion knows, that use each technology.

Python42%
AWS37%
SQL51%
Go6%
LLM28%
Dagster2%
Azure23%
Databricks12%
GCP17%
JavaScript37%

What sets Protege apart

Dagster2%

Questions about the Protege tech stack

What programming languages does Protege use?

The languages named in Protege job postings are Python (41%), SQL (35%), Go (29%), TypeScript (12%), JavaScript (12%), as a share of the 17 postings of the last 12 months.

Does Protege use Next.js?

Yes. Next.js is named in 2 of 17 job postings (12%) and required in 2 of them.

What cloud and platforms does Protege use?

The cloud and platforms named in Protege job postings are AWS (6), Azure (2), GCP (2) (postings in brackets).

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

AI/ML postings at Protege most often require Python (2), SQL (2), out of 5 postings in the last 12 months.

Is the Protege tech stack changing?

Yes. Platform Engineering, Databricks, Vercel, Next.js first appeared in Protege job postings in the last six months.

How modern is the Protege tech stack?

Protege scores 74 out of 100 (Modern). 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 Protege tech stack?

Alion reads every job posting Protege publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Oct 1, 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, "Protege tech stack: 43 technologies from 17 job postings", as of Oct 1, 2026. https://alion.io/company/protege/technologies

Licence: CC BY-SA 4.0JSON