Crystal Intelligence tech stack

Crystal Intelligence builds mostly with SQL, Python, Bash, Java. Its stack also includes PostgreSQL, GitHub Actions, Kubernetes, ClickHouse. SQL is named in 6 of the 6 job postings Crystal Intelligence published in the last 12 months (100%). Counted by Alion from the job postings of Crystal Intelligence, updated Oct 3, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 3, 2026
Technologies in use
37
Postings analysed
6
Open now
2
Modernity
77 /100
New in 6 months
8

What programming languages does Crystal Intelligence use?

SQL is named in 100% of job postings at Crystal Intelligence, followed by Python (100%), Bash (33%), Java (33%).

SQL 6 100% required in 100% · 2 open now · since Jul 2026
Python 6 100% required in 67% · 2 open now · since Jul 2026
Bash 2 33% required in 100% · 1 open now · since Aug 2026
Java 2 33% required in 100% · 1 open now · since Jul 2026
Rust 1 17% optional · since Jul 2026

What frameworks and libraries does Crystal Intelligence use?

Playwright is named in 33% of job postings at Crystal Intelligence, followed by Rest-Assured (33%), Flask (33%).

Playwright 2 33% required in 100% · 1 open now · since Jul 2026
Rest-Assured 2 33% required in 100% · 1 open now · since Jul 2026
Flask 2 33% required in 50% · since Jul 2026

What databases does Crystal Intelligence use?

PostgreSQL is named in 100% of job postings at Crystal Intelligence, followed by ClickHouse (67%), Redis (33%).

PostgreSQL 6 100% required in 67% · 2 open now · since Jul 2026
ClickHouse 4 67% optional · 1 open now · since Jul 2026
Redis 2 33% optional · since Jul 2026

What cloud and platforms does Crystal Intelligence use?

GitHub Actions is named in 67% of job postings at Crystal Intelligence, followed by Kubernetes (67%), AWS (67%), CentOS Stream (33%).

GitHub Actions 4 67% required in 50% · 2 open now · since Jul 2026
Kubernetes 4 67% required in 50% · 1 open now · since Jul 2026
AWS 4 67% optional · 1 open now · since Jul 2026
CentOS Stream 2 33% required in 100% · 1 open now · since Aug 2026
Debian 2 33% required in 100% · 1 open now · since Aug 2026
Linux 2 33% required in 100% · 1 open now · since Aug 2026
Postman 2 33% required in 100% · 1 open now · since Jul 2026
Ubuntu 2 33% required in 100% · 1 open now · since Aug 2026
Show all (14)
Unix2
Datadog2
GCP2
Grafana2
RabbitMQ2
Amazon S31

What developer tools does Crystal Intelligence use?

Cursor is named in 67% of job postings at Crystal Intelligence, followed by Ansible (33%), Git (33%), SaltStack (33%).

Cursor 4 67% required in 50% · 1 open now · since Jul 2026
Ansible 2 33% required in 100% · 1 open now · since Aug 2026
Git 2 33% required in 100% · 1 open now · since Aug 2026
SaltStack 2 33% required in 100% · 1 open now · since Aug 2026
Terraform 2 33% required in 100% · 1 open now · since Aug 2026
Claude Code 2 33% optional · since Jul 2026
Proxmox VE 2 33% optional · 1 open now · since Aug 2026

What AI and ML technologies does Crystal Intelligence use?

Claude is named in 33% of job postings at Crystal Intelligence.

Claude 2 33% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Crystal Intelligence ask for?

CI/CD is named in 67% of job postings at Crystal Intelligence, followed by Configuration Management (33%), VPN (33%).

CI/CD 4 67% required in 50% · 2 open now · since Jul 2026
Configuration Management 2 33% required in 100% · 1 open now · since Aug 2026
VPN 2 33% required in 100% · 1 open now · since Aug 2026

What other technologies does Crystal Intelligence use?

Bitcoin is named in 17% of job postings at Crystal Intelligence.

Bitcoin 1 17% optional · since Jul 2026

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How is the Crystal Intelligence 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
AnsibleAug 2026
BashAug 2026
CentOS StreamAug 2026
Configuration ManagementAug 2026
DebianAug 2026
GitAug 2026
LinuxAug 2026
SaltStackAug 2026

How modern is the Crystal Intelligence stack?

Cutting-edge AI adopter 77/100

Crystal Intelligence scores 77 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.

Questions about the Crystal Intelligence tech stack

What programming languages does Crystal Intelligence use?

The languages named in Crystal Intelligence job postings are SQL (100%), Python (100%), Bash (33%), Java (33%), Rust (17%), as a share of the 6 postings of the last 12 months.

Does Crystal Intelligence use Playwright?

Yes. Playwright is named in 2 of 6 job postings (33%) and required in 2 of them.

What cloud and platforms does Crystal Intelligence use?

The cloud and platforms named in Crystal Intelligence job postings are GitHub Actions (4), Kubernetes (4), AWS (4) (postings in brackets).

Is the Crystal Intelligence tech stack changing?

Yes. Ansible, Bash, CentOS Stream, Configuration Management first appeared in Crystal Intelligence job postings in the last six months.

How modern is the Crystal Intelligence tech stack?

Crystal Intelligence scores 77 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 Crystal Intelligence tech stack?

Alion reads every job posting Crystal Intelligence 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 Oct 3, 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, "Crystal Intelligence tech stack: 37 technologies from 6 job postings", as of Oct 3, 2026. https://alion.io/company/crystal-intelligence/technologies

Licence: CC BY-SA 4.0JSON