Knowledge Work tech stack

Knowledge Work works mostly with AWS, Azure, GCP, AWS Bedrock. Its stack also includes GCP, AWS, MySQL, PostgreSQL. AWS is named in 3 of the 5 job postings Knowledge Work published in the last 12 months (60%). Counted by Alion from the job postings of Knowledge Work, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
16
Postings analysed
5
Open now
5
Modernity
79 /100
New in 6 months
6

What databases does Knowledge Work use?

MySQL is named in 20% of job postings at Knowledge Work, followed by PostgreSQL (20%).

MySQL 1 20% required in 100% · 1 open now · since Dec 2025
PostgreSQL 1 20% required in 100% · 1 open now · since Dec 2025

What cloud and platforms does Knowledge Work use?

GCP is named in 60% of job postings at Knowledge Work, followed by AWS (60%), Azure (60%), AWS Bedrock (40%).

GCP 3 60% required in 100% · 3 open now · since Dec 2025
AWS 3 60% required in 33% · 3 open now · since Dec 2025
Azure 3 60% optional · 3 open now · since Dec 2025
AWS Bedrock 2 40% optional · 2 open now · since Oct 2026
Dify 2 40% optional · 2 open now · since Oct 2026
OpenAI 2 40% optional · 2 open now · since Oct 2026
Vertex AI 2 40% optional · 2 open now · since Oct 2026

What AI and ML technologies does Knowledge Work use?

LLM is named in 20% of job postings at Knowledge Work.

LLM 1 20% optional · 1 open now · since Dec 2025

Which engineering practices does Knowledge Work ask for?

ETL/ELT is named in 40% of job postings at Knowledge Work, followed by IAM (40%), AI Agents (20%), CI/CD (20%).

ETL/ELT 2 40% optional · 2 open now · since Oct 2026
IAM 2 40% optional · 2 open now · since Oct 2026
AI Agents 1 20% required in 100% · 1 open now · since Dec 2025
CI/CD 1 20% required in 100% · 1 open now · since Dec 2025
FinOps 1 20% required in 100% · 1 open now · since Dec 2025
SLI/SLO/SLA 1 20% required in 100% · 1 open now · since Dec 2025

How does your stack fit Knowledge Work?

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How is the Knowledge Work 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
AWS BedrockOct 2026
DifyOct 2026
ETL/ELTOct 2026
IAMOct 2026
OpenAIOct 2026
Vertex AIOct 2026

How modern is the Knowledge Work stack?

Cutting-edge AI adopter 79/100

Knowledge Work scores 79 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 Knowledge Work stack in its industry?

Share of the 91 companies in the same industries, whose stack Alion knows, that use each technology.

AWS41%
Azure36%
GCP25%
AWS Bedrock4%
Dify1%
OpenAI15%
Vertex AI2%
LLM35%
MySQL13%
PostgreSQL22%

Questions about the Knowledge Work tech stack

Does Knowledge Work use GCP?

Yes. GCP is named in 3 of 5 job postings (60%) and required in 3 of them.

What cloud and platforms does Knowledge Work use?

The cloud and platforms named in Knowledge Work job postings are GCP (3), AWS (3), Azure (3) (postings in brackets).

Is the Knowledge Work tech stack changing?

Yes. AWS Bedrock, Dify, ETL/ELT, IAM first appeared in Knowledge Work job postings in the last six months.

How modern is the Knowledge Work tech stack?

Knowledge Work scores 79 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 Knowledge Work tech stack?

Alion reads every job posting Knowledge Work publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 17, 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, "Knowledge Work tech stack: 16 technologies from 5 job postings", as of Oct 17, 2026. https://alion.io/company/knowledgework-com/technologies

Licence: CC BY-SA 4.0JSON