Conclusion tech stack

Conclusion builds mostly with Python, PowerShell, SQL. Its stack also includes Azure, Databricks, Snowflake, Delta Lake. Python is named in 5 of the 5 job postings Conclusion published in the last 12 months (100%). Counted by Alion from the job postings of Conclusion, updated Oct 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 10, 2026
Technologies in use
25
Postings analysed
5
Open now
3
Modernity
75 /100

What programming languages does Conclusion use?

Python is named in 100% of job postings at Conclusion, followed by PowerShell (40%), SQL (40%).

Python 5 100% required in 100% · 3 open now · since Jul 2023
PowerShell 2 40% required in 100% · since Mar 2026
SQL 2 40% required in 100% · 2 open now · since Jul 2023

What databases does Conclusion use?

Snowflake is named in 60% of job postings at Conclusion, followed by Delta Lake (20%).

Snowflake 3 60% required in 100% · 2 open now · since Jul 2023
Delta Lake 1 20% required in 100% · 1 open now · since Feb 2026

What cloud and platforms does Conclusion use?

Azure is named in 100% of job postings at Conclusion, followed by Databricks (100%), AWS (60%), GCP (60%).

Azure 5 100% required in 100% · 3 open now · since Jul 2023
Databricks 5 100% required in 80% · 3 open now · since Jul 2023
AWS 3 60% required in 100% · 2 open now · since Jul 2023
GCP 3 60% required in 100% · 2 open now · since Jul 2023
Azure DevOps 2 40% required in 100% · since Mar 2026
GitHub 2 40% required in 100% · since Mar 2026
Kubernetes 2 40% required in 100% · 1 open now · since Dec 2025
Apache Kafka 1 20% required in 100% · 1 open now · since Feb 2026
Show all (12)
Kubeflow1
MLFlow1
Microsoft Fabric1
Spark1

What developer tools does Conclusion use?

Terraform is named in 80% of job postings at Conclusion, followed by Bicep (20%), Docker (20%), Git (20%).

Terraform 4 80% required in 100% · 2 open now · since Dec 2025
Bicep 1 20% required in 100% · 1 open now · since Dec 2025
Docker 1 20% required in 100% · 1 open now · since Dec 2025
Git 1 20% required in 100% · 1 open now · since Dec 2025

Which engineering practices does Conclusion ask for?

CI/CD is named in 100% of job postings at Conclusion, followed by Platform Engineering (40%), Data Vault (20%), GitOps (20%).

CI/CD 5 100% required in 100% · 3 open now · since Jul 2023
Platform Engineering 2 40% required in 100% · since Mar 2026
Data Vault 1 20% required in 100% · 1 open now · since Jul 2023
GitOps 1 20% required in 100% · since Mar 2026

How does your stack fit Conclusion?

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How is the Conclusion 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.

Not named for 6 months
AzureMar 2026
CI/CDMar 2026
PythonMar 2026
DatabricksMar 2026
TerraformMar 2026
AWSMar 2026
GCPMar 2026
SnowflakeMar 2026

How modern is the Conclusion stack?

Cutting-edge 75/100

Conclusion scores 75 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: 0; legacy ones: 0.

How common is the Conclusion stack in its industry?

Share of the 6,788 companies in the same industries, whose stack Alion knows, that use each technology.

Azure34%
Databricks10%
Python44%
AWS36%
GCP25%
Snowflake9%
Azure DevOps13%
GitHub17%
Kubernetes30%
PowerShell12%

Questions about the Conclusion tech stack

What programming languages does Conclusion use?

The languages named in Conclusion job postings are Python (100%), PowerShell (40%), SQL (40%), as a share of the 5 postings of the last 12 months.

Does Conclusion use Azure?

Yes. Azure is named in 5 of 5 job postings (100%) and required in 5 of them.

What cloud and platforms does Conclusion use?

The cloud and platforms named in Conclusion job postings are Azure (5), Databricks (5), AWS (3) (postings in brackets).

Is the Conclusion tech stack changing?

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

How modern is the Conclusion tech stack?

Conclusion scores 75 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: 0; legacy ones: 0.

How does Alion know the Conclusion tech stack?

Alion reads every job posting Conclusion 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 10, 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, "Conclusion tech stack: 25 technologies from 5 job postings", as of Oct 10, 2026. https://alion.io/company/hotitemgroep/technologies

Licence: CC BY-SA 4.0JSON