Niche tech stack

Niche builds mostly with SQL, Python, Go, TypeScript. Its stack also includes Snowflake, Apache Kafka, Looker, PostgreSQL. SQL is named in 5 of the 8 job postings Niche published in the last 12 months (63%). Counted by Alion from the job postings of Niche, updated Oct 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 12, 2026
Technologies in use
28
Postings analysed
8
Open now
7
Modernity
87 /100
New in 6 months
8

What programming languages does Niche use?

SQL is named in 63% of job postings at Niche, followed by Python (50%), Go (25%), TypeScript (25%).

SQL 5 63% required in 100% · 5 open now · since Aug 2026
Python 4 50% required in 50% · 4 open now · since Sep 2026
Go 2 25% required in 50% · 1 open now · since Sep 2026
TypeScript 2 25% required in 50% · 1 open now · since Sep 2026

What frameworks and libraries does Niche use?

Streamlit is named in 25% of job postings at Niche.

Streamlit 2 25% optional · 2 open now · since Sep 2026

What databases does Niche use?

Snowflake is named in 50% of job postings at Niche, followed by PostgreSQL (25%), Redis (25%).

Snowflake 4 50% required in 100% · 4 open now · since Sep 2026
PostgreSQL 2 25% required in 50% · 1 open now · since Sep 2026
Redis 2 25% required in 50% · 1 open now · since Sep 2026

What cloud and platforms does Niche use?

Apache Kafka is named in 38% of job postings at Niche, followed by Looker (38%), Tableau (38%), AWS (25%).

Apache Kafka 3 38% required in 67% · 2 open now · since Sep 2026
Looker 3 38% required in 33% · 3 open now · since Sep 2026
Tableau 3 38% required in 33% · 3 open now · since Sep 2026
AWS 2 25% required in 50% · 1 open now · since Sep 2026
Amazon EKS 2 25% required in 50% · 1 open now · since Sep 2026
Azure 2 25% required in 50% · 1 open now · since Sep 2026
GCP 2 25% required in 50% · 1 open now · since Sep 2026
GitHub Actions 2 25% required in 50% · 1 open now · since Sep 2026
Show all (10)
Grafana2
Kubernetes2

What developer tools does Niche use?

dbt is named in 38% of job postings at Niche, followed by HashiCorp Vault (25%), Claude Code (25%), Git (13%).

dbt 3 38% required in 100% · 3 open now · since Sep 2026
HashiCorp Vault 2 25% required in 50% · 1 open now · since Sep 2026
Claude Code 2 25% optional · 2 open now · since Sep 2026
Git 1 13% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Niche use?

Claude is named in 13% of job postings at Niche, followed by LLM (13%).

Claude 1 13% required in 100% · 1 open now · since Sep 2026
LLM 1 13% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Niche ask for?

CI/CD is named in 25% of job postings at Niche, followed by Platform Engineering (25%), Data Vault (13%), Dimensional Modeling (13%).

CI/CD 2 25% required in 100% · 2 open now · since Sep 2026
Platform Engineering 2 25% required in 50% · 1 open now · since Sep 2026
Data Vault 1 13% required in 100% · 1 open now · since Sep 2026
Dimensional Modeling 1 13% required in 100% · 1 open now · since Sep 2026

How does your stack fit Niche?

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How is the Niche 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
CI/CDSep 2026
Apache KafkaSep 2026
AWSSep 2026
Amazon EKSSep 2026
AzureSep 2026
GCPSep 2026
GitHub ActionsSep 2026
GoSep 2026

How modern is the Niche stack?

Cutting-edge AI adopter 87/100

Niche scores 87 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 Niche stack in its industry?

Share of the 601 companies in the same industries, whose stack Alion knows, that use each technology.

SQL34%
Python38%
Snowflake8%
Apache Kafka8%
Looker8%
Tableau10%
AWS30%
Amazon EKS5%
Azure16%
GCP17%

Questions about the Niche tech stack

What programming languages does Niche use?

The languages named in Niche job postings are SQL (63%), Python (50%), Go (25%), TypeScript (25%), as a share of the 8 postings of the last 12 months.

Does Niche use Apache Kafka?

Yes. Apache Kafka is named in 3 of 8 job postings (38%) and required in 2 of them.

What cloud and platforms does Niche use?

The cloud and platforms named in Niche job postings are Apache Kafka (3), Looker (3), Tableau (3) (postings in brackets).

Is the Niche tech stack changing?

Yes. CI/CD, Apache Kafka, AWS, Amazon EKS first appeared in Niche job postings in the last six months.

How modern is the Niche tech stack?

Niche scores 87 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 Niche tech stack?

Alion reads every job posting Niche publishes and tags the technologies each one names. The figures on this page count the 8 postings of the last 12 months and were updated on Oct 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, "Niche tech stack: 28 technologies from 8 job postings", as of Oct 12, 2026. https://alion.io/company/niche/technologies

Licence: CC BY-SA 4.0JSON