Clarity
ESG & Carbon Accounting Software

Clarity tech stack

Clarity builds mostly with Python, SQL, Java, Kotlin. Its stack also includes AWS, AWS Bedrock, PostgreSQL, Matplotlib. Python is named in 3 of the 6 job postings Clarity published in the last 12 months (50%). Counted by Alion from the job postings of Clarity, updated Nov 7, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 7, 2026
Technologies in use
41
Postings analysed
6
Modernity
90 /100
New in 6 months
2

What programming languages does Clarity use?

Python is named in 50% of job postings at Clarity, followed by SQL (33%), Java (17%), Kotlin (17%).

Python 3 50% required in 33% · since Jun 2026
SQL 2 33% required in 50% · since Jul 2026
Java 1 17% required in 100% · since Apr 2026
Kotlin 1 17% required in 100% · since Apr 2026
TypeScript 1 17% required in 100% · since Apr 2026
JavaScript 1 17% optional · since Apr 2026

What frameworks and libraries does Clarity use?

Matplotlib is named in 17% of job postings at Clarity, followed by Pandas (17%), React.js (17%), Scikit-learn (17%).

Matplotlib 1 17% required in 100% · since Jun 2026
Pandas 1 17% required in 100% · since Jun 2026
React.js 1 17% required in 100% · since Apr 2026
Scikit-learn 1 17% required in 100% · since Jun 2026
Spring Boot 1 17% required in 100% · since Apr 2026

What databases does Clarity use?

PostgreSQL is named in 17% of job postings at Clarity.

PostgreSQL 1 17% required in 100% · since Apr 2026

What cloud and platforms does Clarity use?

AWS is named in 17% of job postings at Clarity, followed by AWS Bedrock (17%), Anthropic (17%), GCP (17%).

AWS 1 17% optional · since Jul 2026
AWS Bedrock 1 17% optional · since Jul 2026
Anthropic 1 17% optional · since Jul 2026
GCP 1 17% optional · since Jul 2026
GitHub 1 17% optional · since Jul 2026
GitHub Actions 1 17% optional · since Apr 2026
GitLab 1 17% optional · since Jul 2026
GitLab CI 1 17% optional · since Apr 2026
Show all (11)
Kubernetes1
OpenAI1
Vertex AI1

What developer tools does Clarity use?

Git is named in 17% of job postings at Clarity, followed by Docker (17%), Gradle (17%), gRPC (17%).

Git 1 17% required in 100% · since Jun 2026
Docker 1 17% optional · since Apr 2026
Gradle 1 17% optional · since Apr 2026
gRPC 1 17% optional · since Apr 2026

What AI and ML technologies does Clarity use?

LLM is named in 50% of job postings at Clarity, followed by LoRA (17%), PEFT (17%).

LLM 3 50% required in 100% · since Apr 2026
LoRA 1 17% required in 100% · since Jul 2026
PEFT 1 17% optional · since Jul 2026

Which engineering practices does Clarity ask for?

Machine Learning is named in 83% of job postings at Clarity, followed by AI Agents (33%), Fine-tuning (17%), Function Calling (17%).

Machine Learning 5 83% required in 100% · since Jul 2025
AI Agents 2 33% required in 100% · since Apr 2026
Fine-tuning 1 17% required in 100% · since Jul 2026
Function Calling 1 17% required in 100% · since Jun 2026
Hallucination 1 17% required in 100% · since Jul 2026
Hybrid Search 1 17% required in 100% · since Jul 2026
LLM Guardrails 1 17% required in 100% · since Jun 2026
RAG 1 17% required in 100% · since Jul 2026
Show all (11)
Reranking1
SFT1
Multi-Agent Systems1

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How is the Clarity 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
SQLJul 2026
PythonJun 2026

How modern is the Clarity stack?

Cutting-edge AI adopter 90/100

Clarity scores 90 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: 3; legacy ones: 0.

How common is the Clarity stack in its industry?

Share of the 149 companies in the same industries, whose stack Alion knows, that use each technology.

LLM23%
Python49%
SQL36%
AWS29%
AWS Bedrock5%
Anthropic5%
GCP22%
GitHub11%
GitHub Actions10%
GitLab5%

Questions about the Clarity tech stack

What programming languages does Clarity use?

The languages named in Clarity job postings are Python (50%), SQL (33%), Java (17%), Kotlin (17%), TypeScript (17%), as a share of the 6 postings of the last 12 months.

What cloud and platforms does Clarity use?

The cloud and platforms named in Clarity job postings are AWS (1), AWS Bedrock (1), Anthropic (1) (postings in brackets).

Is the Clarity tech stack changing?

Yes. SQL, Python first appeared in Clarity job postings in the last six months.

How modern is the Clarity tech stack?

Clarity scores 90 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: 3; legacy ones: 0.

How does Alion know the Clarity tech stack?

Alion reads every job posting Clarity publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Nov 7, 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, "Clarity tech stack: 41 technologies from 6 job postings", as of Nov 7, 2026. https://alion.io/company/clarity/technologies

Licence: CC BY-SA 4.0JSON