Expert RA tech stack

Expert RA builds mostly with Python, Bash, SQL. Its stack also includes Astra Linux, GitLab, PostgreSQL, NumPy. Python is named in 3 of the 3 job postings Expert RA published in the last 12 months (100%). Counted by Alion from the job postings of Expert RA, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
26
Postings analysed
3
Open now
1
Modernity
89 /100

What programming languages does Expert RA use?

Python is named in 100% of job postings at Expert RA, followed by Bash (67%), SQL (33%).

Python 3 100% required in 100% · 1 open now · since Sep 2026
Bash 2 67% required in 100% · 1 open now · since Sep 2026
SQL 1 33% required in 100% · since Sep 2026

What frameworks and libraries does Expert RA use?

NumPy is named in 33% of job postings at Expert RA, followed by Pandas (33%), Scikit-learn (33%), Transformers (33%).

NumPy 1 33% required in 100% · since Sep 2026
Pandas 1 33% required in 100% · since Sep 2026
Scikit-learn 1 33% required in 100% · since Sep 2026
Transformers 1 33% optional · since Sep 2026

What databases does Expert RA use?

PostgreSQL is named in 67% of job postings at Expert RA.

PostgreSQL 2 67% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Expert RA use?

Astra Linux is named in 67% of job postings at Expert RA, followed by GitLab (67%), Grafana (67%), Kubernetes (67%).

Astra Linux 2 67% required in 100% · 1 open now · since Sep 2026
GitLab 2 67% required in 100% · 1 open now · since Sep 2026
Grafana 2 67% required in 100% · 1 open now · since Sep 2026
Kubernetes 2 67% required in 100% · 1 open now · since Sep 2026
Linux 2 67% required in 100% · 1 open now · since Sep 2026
RED OS 2 67% required in 100% · 1 open now · since Sep 2026
VMWare 2 67% required in 100% · 1 open now · since Sep 2026

What developer tools does Expert RA use?

Prometheus is named in 67% of job postings at Expert RA, followed by Zabbix (67%), Docker (33%).

Prometheus 2 67% required in 100% · 1 open now · since Sep 2026
Zabbix 2 67% required in 100% · 1 open now · since Sep 2026
Docker 1 33% required in 100% · since Sep 2026

What AI and ML technologies does Expert RA use?

LLM is named in 33% of job postings at Expert RA, followed by LoRA (33%), PEFT (33%), QLoRA (33%).

LLM 1 33% required in 100% · since Sep 2026
LoRA 1 33% required in 100% · since Sep 2026
PEFT 1 33% required in 100% · since Sep 2026
QLoRA 1 33% required in 100% · since Sep 2026

Which engineering practices does Expert RA ask for?

CI/CD is named in 67% of job postings at Expert RA, followed by AI Agents (33%), Fine-tuning (33%), RAG (33%).

CI/CD 2 67% required in 100% · 1 open now · since Sep 2026
AI Agents 1 33% required in 100% · since Sep 2026
Fine-tuning 1 33% required in 100% · since Sep 2026
RAG 1 33% required in 100% · since Sep 2026

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How modern is the Expert RA stack?

Cutting-edge AI adopter 89/100

Expert RA scores 89 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: 4; legacy ones: 0.

How common is the Expert RA stack in its industry?

Share of the 337 companies in the same industries, whose stack Alion knows, that use each technology.

Python65%
Astra Linux0%
Bash14%
GitLab12%
Grafana18%
Kubernetes36%
Linux25%
PostgreSQL36%
RED OS0%
VMWare7%

Questions about the Expert RA tech stack

What programming languages does Expert RA use?

The languages named in Expert RA job postings are Python (100%), Bash (67%), SQL (33%), as a share of the 3 postings of the last 12 months.

Does Expert RA use Astra Linux?

Yes. Astra Linux is named in 2 of 3 job postings (67%) and required in 2 of them.

What cloud and platforms does Expert RA use?

The cloud and platforms named in Expert RA job postings are Astra Linux (2), GitLab (2), Grafana (2) (postings in brackets).

Is the Expert RA tech stack changing?

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

How modern is the Expert RA tech stack?

Expert RA scores 89 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: 4; legacy ones: 0.

How does Alion know the Expert RA tech stack?

Alion reads every job posting Expert RA publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 14, 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, "Expert RA tech stack: 26 technologies from 3 job postings", as of Oct 14, 2026. https://alion.io/company/ra-expert/technologies

Licence: CC BY-SA 4.0JSON