RTLabs
Digital Government · Systems Integrators

RTLabs tech stack

RTLabs builds mostly with SQL, Python, Java, JavaScript. Its stack also includes Kubernetes, Postman, PostgreSQL, Pandas. SQL is named in 55 of the 105 job postings RTLabs published in the last 12 months (52%). Counted by Alion from the job postings of RTLabs, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
125
Postings analysed
105
Open now
18
Modernity
73 /100
New in 6 months
8

What programming languages does RTLabs use?

SQL is named in 52% of job postings at RTLabs, followed by Python (30%), Java (10%), JavaScript (6%).

SQL 55 52% required in 91% · 8 open now · since Jun 2026
Python 31 30% required in 87% · 9 open now · since Aug 2026
Java 10 10% required in 90% · 1 open now · since Jul 2026
JavaScript 6 6% required in 33% · 1 open now · since Jul 2026
Bash 3 3% required in 100% · since Aug 2026
Kotlin 3 3% required in 100% · since Aug 2026
TypeScript 3 3% required in 67% · since Jul 2026
C# 3 3% required in 33% · 1 open now · since Jul 2026
Show all (13)
1C2
Node JS2
Sass2
PowerShell2
Swift1

What frameworks and libraries does RTLabs use?

Pandas is named in 15% of job postings at RTLabs, followed by NumPy (10%), Hadoop (8%), Matplotlib (8%).

Pandas 16 15% required in 100% · 5 open now · since Aug 2026
NumPy 10 10% required in 100% · 3 open now · since Aug 2026
Hadoop 8 8% required in 88% · 2 open now · since Aug 2026
Matplotlib 8 8% required in 50% · 3 open now · since Aug 2026
FastAPI 4 4% required in 50% · since Aug 2026
Dagger 3 3% required in 100% · since Aug 2026
PyTorch 3 3% required in 100% · since Aug 2026
Retrofit 3 3% required in 100% · since Aug 2026
Show all (36)
SciPy3
Angular3
Flink2
Hibernate2
LangChain2
LangGraph2
Pydantic AI2
Pytest2
Seaborn2
Spring Boot2
Spring Cloud2
Transformers2
UIKit2
Alamofire1
Alembic1
Combine1
Django1
Entity Framework Core1
Metasploit1
Moya1
PrimeNG1
RxJS1
SQLAlchemy1
Scikit-learn1
SnapKit1
Socket.IO1
SwiftUI1
OpenTelemetry1

What databases does RTLabs use?

PostgreSQL is named in 19% of job postings at RTLabs, followed by ClickHouse (9%), MS SQL (5%), Greenplum (4%).

PostgreSQL 20 19% required in 95% · 3 open now · since Jun 2026
ClickHouse 9 9% required in 89% · 3 open now · since Aug 2026
MS SQL 5 5% required in 100% · since Aug 2026
Greenplum 4 4% required in 100% · 1 open now · since Aug 2026
Redis 4 4% required in 75% · 1 open now · since Jul 2026
Cassandra 3 3% required in 100% · since Sep 2026
ElasticSearch 3 3% required in 100% · 1 open now · since Nov 2026
OpenSearch 2 2% required in 100% · since Jul 2026

What cloud and platforms does RTLabs use?

Kubernetes is named in 22% of job postings at RTLabs, followed by Postman (19%), Linux (18%), Grafana (18%).

Kubernetes 23 22% required in 61% · 4 open now · since Aug 2026
Postman 20 19% required in 100% · 2 open now · since Jun 2026
Linux 19 18% required in 100% · 4 open now · since Aug 2026
Grafana 19 18% required in 79% · 2 open now · since Aug 2026
Apache Kafka 13 12% required in 100% · 1 open now · since Jul 2026
Kibana 12 11% required in 50% · 1 open now · since Jul 2026
Superset 11 10% required in 91% · 5 open now · since Sep 2026
Spark 9 9% required in 78% · 3 open now · since Aug 2026
Show all (27)
Figma7
GitLab7
RabbitMQ5
Unix5
Firebase5
CentOS Stream4
Android SDK3
Astra Linux3
Windows3
.NET3
ActiveMQ2
GitHub2
GitLab CI2
Metabase2
VMWare2
ALT Linux1
GitHub Actions1
Kali Linux1
iOS SDK1

What developer tools does RTLabs use?

Rest API is named in 23% of job postings at RTLabs, followed by Git (15%), Microsoft Excel (13%), Docker (13%).

Rest API 24 23% required in 100% · 5 open now · since Aug 2026
Git 16 15% required in 75% · 2 open now · since Aug 2026
Microsoft Excel 14 13% required in 93% · 2 open now · since Aug 2026
Docker 14 13% required in 71% · 3 open now · since Aug 2026
SoapUI 13 12% required in 100% · 2 open now · since Jun 2026
Ansible 8 8% required in 100% · 1 open now · since Aug 2026
Jenkins 6 6% required in 100% · 1 open now · since Aug 2026
Swagger 6 6% required in 100% · 1 open now · since Aug 2026
Show all (27)
VictoriaMetrics6
Graylog6
Prometheus5
Terraform4
Helm3
Nginx3
Zabbix3
HAProxy2
MinIO2
Proxmox VE2
pySpark2
Logstash1
Nmap1
SPM1
SQLmap1
WebSockets1
ArgoCD1
Docker Compose1
Webpack1

What AI and ML technologies does RTLabs use?

LLM is named in 4% of job postings at RTLabs.

LLM 4 4% required in 100% · 1 open now · since Aug 2026

Which engineering practices does RTLabs ask for?

SOAP is named in 17% of job postings at RTLabs, followed by CI/CD (11%), ETL/ELT (4%), RAG (4%).

SOAP 18 17% required in 100% · 2 open now · since Jun 2026
CI/CD 12 11% required in 100% · 3 open now · since Aug 2026
ETL/ELT 4 4% required in 100% · 2 open now · since Aug 2026
RAG 4 4% required in 75% · 1 open now · since Aug 2026
AI Agents 3 3% required in 100% · 1 open now · since Sep 2026
GitOps 3 3% required in 100% · 1 open now · since Aug 2026
NLP 3 3% required in 100% · since Aug 2026
VPN 3 3% required in 100% · 2 open now · since Oct 2026
Show all (13)
LLM Evaluation2
Clean Architecture1
Gitflow1
MVVM1
Machine Learning1

What does each RTLabs team work with?

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

Analytics

24 postings
SQL15
Rest API11
Pandas9
Python9
PostgreSQL8
Postman8

Support

20 postings
SQL19
Microsoft Excel13
Linux9
Grafana6
Kibana6
Unix5

DevOps

12 postings
Kubernetes10
Ansible8
Linux7
Grafana6
Jenkins6
VictoriaMetrics6

Product

11 postings
Figma5
Firebase4
ElasticSearch2
Grafana2
Postman2
Rest API2

QA

10 postings
SQL9
Postman8
Rest API5
Apache Kafka4
PostgreSQL4
SoapUI4

Backend

8 postings
Apache Kafka7
Docker5
Java5
Kubernetes4
PostgreSQL4
RabbitMQ4

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How is the RTLabs 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
1CNov 2026
PowerShellNov 2026
ElasticSearchNov 2026
PytestNov 2026
GitLab CINov 2026
MetabaseOct 2026
SeabornOct 2026
pySparkOct 2026
Rising
Linux0% → 20%
Pandas0% → 17%
Microsoft Excel0% → 15%
Docker0% → 15%
Rest API10% → 24%
Kubernetes10% → 23%
CI/CD0% → 13%
Superset0% → 12%
Falling
Java30% → 7%
Apache Kafka30% → 11%
RabbitMQ20% → 3%
Figma20% → 5%
SOAP30% → 16%
Postman30% → 18%
PostgreSQL30% → 18%
SoapUI20% → 12%

How modern is the RTLabs stack?

Modern AI adopter 73/100

RTLabs scores 73 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: 1; legacy ones: 0.

How common is the RTLabs stack in its industry?

Share of the 1,728 companies in the same industries, whose stack Alion knows, that use each technology.

SQL48%
Python44%
Kubernetes31%
PostgreSQL32%
Postman13%
Grafana18%
Linux42%
Pandas5%
Apache Kafka17%
Kibana7%

What sets RTLabs apart

Superset2%
ClickHouse4%
Matplotlib4%
Firebase2%
Greenplum2%
Android SDK2%
Astra Linux3%
Cassandra4%
Dagger1%
Retrofit1%

Questions about the RTLabs tech stack

What programming languages does RTLabs use?

The languages named in RTLabs job postings are SQL (52%), Python (30%), Java (10%), JavaScript (6%), Bash (3%), as a share of the 105 postings of the last 12 months.

Does RTLabs use Pandas?

Yes. Pandas is named in 16 of 105 job postings (15%) and required in 16 of them.

What cloud and platforms does RTLabs use?

The cloud and platforms named in RTLabs job postings are Kubernetes (23), Postman (20), Linux (19) (postings in brackets).

What skills do you need for a Analytics job at RTLabs?

Analytics postings at RTLabs most often require SQL (15), Rest API (11), Pandas (9), Python (9), out of 24 postings in the last 12 months.

Is the RTLabs tech stack changing?

Yes. 1C, PowerShell, ElasticSearch, Pytest first appeared in RTLabs job postings in the last six months.

How modern is the RTLabs tech stack?

RTLabs scores 73 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: 1; legacy ones: 0.

How does Alion know the RTLabs tech stack?

Alion reads every job posting RTLabs publishes and tags the technologies each one names. The figures on this page count the 105 postings of the last 12 months and were updated on Nov 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, "RTLabs tech stack: 125 technologies from 105 job postings", as of Nov 14, 2026. https://alion.io/company/rtlabs/technologies

Licence: CC BY-SA 4.0JSON