Sozz tech stack

Sozz builds mostly with Python, SQL, 1C, C#. Its stack also includes Linux, PostgreSQL, Active Directory, Greenplum. Python is named in 5 of the 8 job postings Sozz published in the last 12 months (63%). Counted by Alion from the job postings of Sozz, updated Oct 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 28, 2026
Technologies in use
34
Postings analysed
8
Open now
2
Modernity
82 /100

What programming languages does Sozz use?

Python is named in 63% of job postings at Sozz, followed by SQL (25%), 1C (25%), C# (13%).

Python 5 63% required in 80% · 1 open now · since Sep 2026
SQL 2 25% required in 100% · 1 open now · since Sep 2026
1C 2 25% required in 50% · since Sep 2026
C# 1 13% required in 100% · since Sep 2026
C++ 1 13% required in 100% · since Sep 2026
Fortran 1 13% required in 100% · since Sep 2026
JavaScript 1 13% required in 100% · since Sep 2026

What frameworks and libraries does Sozz use?

pgvector is named in 13% of job postings at Sozz.

pgvector 1 13% optional · since Sep 2026

What databases does Sozz use?

PostgreSQL is named in 38% of job postings at Sozz, followed by Greenplum (13%).

PostgreSQL 3 38% required in 67% · 2 open now · since Sep 2026
Greenplum 1 13% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Sozz use?

Linux is named in 38% of job postings at Sozz, followed by Active Directory (13%), Airflow (13%), Superset (13%).

Linux 3 38% required in 33% · 1 open now · since Sep 2026
Active Directory 1 13% required in 100% · since Sep 2026
Airflow 1 13% required in 100% · 1 open now · since Oct 2026
Superset 1 13% required in 100% · 1 open now · since Oct 2026
Windows 1 13% required in 100% · since Sep 2026
Windows Server 1 13% required in 100% · since Sep 2026
Astra Linux 1 13% optional · since Sep 2026
Power BI 1 13% optional · since Sep 2026

What developer tools does Sozz use?

Docker is named in 25% of job postings at Sozz, followed by AutoCAD (13%), EtherCAT (13%), Microsoft Excel (13%).

Docker 2 25% optional · since Sep 2026
AutoCAD 1 13% required in 100% · since Sep 2026
EtherCAT 1 13% required in 100% · since Sep 2026
Microsoft Excel 1 13% required in 100% · since Sep 2026
Rest API 1 13% required in 100% · 1 open now · since Oct 2026
Docker Compose 1 13% optional · since Sep 2026
Git 1 13% optional · since Sep 2026

What AI and ML technologies does Sozz use?

LLM is named in 25% of job postings at Sozz, followed by GigaChat (13%).

LLM 2 25% required in 50% · since Sep 2026
GigaChat 1 13% required in 100% · since Sep 2026

Which engineering practices does Sozz ask for?

RAG is named in 25% of job postings at Sozz, followed by ETL/ELT (13%), OCR (13%), SOAP (13%).

RAG 2 25% optional · since Sep 2026
ETL/ELT 1 13% required in 100% · 1 open now · since Oct 2026
OCR 1 13% required in 100% · since Sep 2026
SOAP 1 13% required in 100% · since Sep 2026
CI/CD 1 13% optional · since Sep 2026
Embeddings 1 13% optional · since Sep 2026
Machine Learning 1 13% optional · since Sep 2026

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How modern is the Sozz stack?

Cutting-edge AI adopter 82/100

Sozz scores 82 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 Sozz stack in its industry?

Share of the 415 companies in the same industries, whose stack Alion knows, that use each technology.

Python60%
Linux37%
PostgreSQL16%
1C11%
LLM17%
SQL29%
Active Directory9%
Airflow3%
Astra Linux3%
C#13%

Questions about the Sozz tech stack

What programming languages does Sozz use?

The languages named in Sozz job postings are Python (63%), SQL (25%), 1C (25%), C# (13%), C++ (13%), as a share of the 8 postings of the last 12 months.

Does Sozz use Linux?

Yes. Linux is named in 3 of 8 job postings (38%) and required in 1 of them.

What cloud and platforms does Sozz use?

The cloud and platforms named in Sozz job postings are Linux (3), Active Directory (1), Airflow (1) (postings in brackets).

Is the Sozz tech stack changing?

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

How modern is the Sozz tech stack?

Sozz scores 82 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 Sozz tech stack?

Alion reads every job posting Sozz 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 28, 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, "Sozz tech stack: 34 technologies from 8 job postings", as of Oct 28, 2026. https://alion.io/company/sozz/technologies

Licence: CC BY-SA 4.0JSON