Moscow Transport
Public Transport

Moscow Transport tech stack

Moscow Transport builds mostly with Python, C++, SQL, 1C. Its stack also includes Linux, ROS2, Windows, Trino. Python is named in 15 of the 34 job postings Moscow Transport published in the last 12 months (44%). Counted by Alion from the job postings of Moscow Transport, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
78
Postings analysed
34
Open now
19
Modernity
67 /100

What programming languages does Moscow Transport use?

Python is named in 44% of job postings at Moscow Transport, followed by C++ (26%), SQL (21%), 1C (9%).

Python 15 44% required in 80% · 6 open now · since Aug 2026
C++ 9 26% required in 78% · 3 open now · since Aug 2026
SQL 7 21% required in 100% · 3 open now · since Sep 2026
1C 3 9% required in 100% · 3 open now · since Nov 2026
MATLAB 3 9% optional · 2 open now · since Aug 2026
Scala 3 9% optional · 2 open now · since Sep 2026
JavaScript 2 6% required in 100% · since Sep 2026
Bash 2 6% optional · 1 open now · since Oct 2026
Show all (10)
TypeScript1
PowerShell1

What frameworks and libraries does Moscow Transport use?

ROS2 is named in 21% of job postings at Moscow Transport, followed by ArduPilot (12%), ROS (12%), Highcharts (3%).

ROS2 7 21% required in 43% · 2 open now · since Aug 2026
ArduPilot 4 12% required in 50% · 2 open now · since Sep 2026
ROS 4 12% optional · 2 open now · since Aug 2026
Highcharts 1 3% required in 100% · since Sep 2026
JQuery 1 3% required in 100% · since Sep 2026
React.js 1 3% required in 100% · since Sep 2026
Unity 1 3% optional · since Sep 2026

What databases does Moscow Transport use?

Trino is named in 12% of job postings at Moscow Transport, followed by PostgreSQL (9%), MS SQL (6%), ClickHouse (6%).

Trino 4 12% required in 100% · 2 open now · since Sep 2026
PostgreSQL 3 9% required in 100% · 2 open now · since Sep 2026
MS SQL 2 6% required in 100% · 2 open now · since Nov 2026
ClickHouse 2 6% optional · since Aug 2026
Vertica 1 3% required in 100% · since Sep 2026

What cloud and platforms does Moscow Transport use?

Linux is named in 44% of job postings at Moscow Transport, followed by Windows (18%), Grafana (18%), Spark (12%).

Linux 15 44% required in 80% · 8 open now · since Aug 2026
Windows 6 18% required in 100% · 6 open now · since Oct 2026
Grafana 6 18% required in 50% · 2 open now · since Aug 2026
Spark 4 12% required in 100% · 2 open now · since Sep 2026
Windows Server 4 12% required in 100% · 4 open now · since Oct 2026
GitLab CI 3 9% required in 67% · 1 open now · since Sep 2026
Amazon S3 3 9% optional · 2 open now · since Sep 2026
Active Directory 2 6% required in 100% · 2 open now · since Nov 2026
Show all (21)
Astra Linux2
Debian2
RED OS2
SIEM2
Ubuntu2
VMWare2
ALT Linux1
CentOS Stream1
Label Studio1
Power BI1
Airflow1
Kubernetes1
Superset1

What developer tools does Moscow Transport use?

Git is named in 21% of job postings at Moscow Transport, followed by Zabbix (12%), AutoCAD (12%), Docker (12%).

Git 7 21% required in 71% · 1 open now · since Sep 2026
Zabbix 4 12% required in 75% · 2 open now · since Oct 2026
AutoCAD 4 12% required in 50% · 3 open now · since Sep 2026
Docker 4 12% required in 50% · 1 open now · since Sep 2026
RViz 4 12% optional · 2 open now · since Aug 2026
pySpark 3 9% required in 100% · 2 open now · since Sep 2026
КриптоПро 3 9% required in 100% · 3 open now · since Nov 2026
Prometheus 3 9% required in 67% · 1 open now · since Sep 2026
Show all (25)
VictoriaMetrics3
Kaspersky2
Mission Planner2
Nginx2
QGroundControl2
QGIS2
Apache HTTP Server1
CVAT1
Microsoft Excel1
Rest API1
Webpack1
Wireshark1
Ansible1
KVM1
Proxmox VE1
Simulink1
Terraform1

Which engineering practices does Moscow Transport ask for?

TCP/IP is named in 15% of job postings at Moscow Transport, followed by DNS (12%), ETL/ELT (9%), CI/CD (9%).

TCP/IP 5 15% required in 80% · 3 open now · since Oct 2026
DNS 4 12% required in 100% · 2 open now · since Oct 2026
ETL/ELT 3 9% required in 100% · 2 open now · since Sep 2026
CI/CD 3 9% required in 67% · 1 open now · since Sep 2026
DHCP 3 9% required in 67% · 1 open now · since Oct 2026
Data Vault 3 9% optional · 2 open now · since Sep 2026
VLAN 2 6% required in 100% · since Oct 2026
OSPF 1 3% required in 100% · since Oct 2026
Show all (10)
VPN1
Wi-Fi1

What does each Moscow Transport team work with?

The technologies each team's postings require most often, with the number of postings that require them.

DevOps

6 postings
Linux5
C++3
Grafana3
Python3
Docker2
Git2

Backend

4 postings
Python3
ArduPilot2
C++2
ROS22

Security

3 postings
SIEM2
Windows2

Data Science

3 postings
Python3
SQL3
Spark3
Trino3
pySpark3

QA

3 postings
Linux3
C++2
Git2
Mission Planner2
Python2
QGroundControl2

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How modern is the Moscow Transport stack?

Modern 67/100

Moscow Transport scores 67 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the Moscow Transport stack in its industry?

Share of the 281 companies in the same industries, whose stack Alion knows, that use each technology.

Linux25%
Python35%
C++9%
ROS21%
SQL38%
Grafana8%
Windows31%
ArduPilot0%
ROS1%
Spark5%

What sets Moscow Transport apart

ROS21%
ArduPilot0%
ROS1%
Trino0%
MATLAB2%
Scala2%

Questions about the Moscow Transport tech stack

What programming languages does Moscow Transport use?

The languages named in Moscow Transport job postings are Python (44%), C++ (26%), SQL (21%), 1C (9%), MATLAB (9%), as a share of the 34 postings of the last 12 months.

Does Moscow Transport use ROS2?

Yes. ROS2 is named in 7 of 34 job postings (21%) and required in 3 of them.

What cloud and platforms does Moscow Transport use?

The cloud and platforms named in Moscow Transport job postings are Linux (15), Windows (6), Grafana (6) (postings in brackets).

What skills do you need for a DevOps job at Moscow Transport?

DevOps postings at Moscow Transport most often require Linux (5), C++ (3), Grafana (3), Python (3), out of 6 postings in the last 12 months.

Is the Moscow Transport tech stack changing?

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

How modern is the Moscow Transport tech stack?

Moscow Transport scores 67 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the Moscow Transport tech stack?

Alion reads every job posting Moscow Transport publishes and tags the technologies each one names. The figures on this page count the 34 postings of the last 12 months and were updated on Nov 13, 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, "Moscow Transport tech stack: 78 technologies from 34 job postings", as of Nov 13, 2026. https://alion.io/company/transport-6/technologies

Licence: CC BY-SA 4.0JSON