SimbirSoft
IT Outsourcing & Dedicated Teams · Custom Software Development

SimbirSoft tech stack

SimbirSoft builds mostly with Python, SQL, 1C, Go. Its stack also includes Apache Kafka, Kubernetes, PostgreSQL, PyTorch. Python is named in 29 of the 80 job postings SimbirSoft published in the last 12 months (36%). Counted by Alion from the job postings of SimbirSoft, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
179
Postings analysed
80
Open now
14
Modernity
84 /100
New in 6 months
8

What programming languages does SimbirSoft use?

Python is named in 36% of job postings at SimbirSoft, followed by SQL (33%), 1C (15%), Go (11%).

Python 29 36% required in 100% · 2 open now · since Jul 2026
SQL 26 33% required in 88% · 2 open now · since Jul 2026
1C 12 15% required in 100% · 3 open now · since Sep 2026
Go 9 11% required in 100% · 1 open now · since Aug 2026
Java 7 9% required in 57% · since Aug 2026
JavaScript 6 8% required in 67% · 3 open now · since Aug 2026
TypeScript 4 5% required in 100% · since Sep 2026
Bash 3 4% required in 100% · 1 open now · since Sep 2026
Show all (15)
C#3
Kotlin3
Rust3
Scala3
PHP2
Node JS1
PowerShell1

What frameworks and libraries does SimbirSoft use?

PyTorch is named in 13% of job postings at SimbirSoft, followed by FastAPI (11%), Transformers (11%), NumPy (6%).

PyTorch 10 13% required in 100% · 1 open now · since Sep 2026
FastAPI 9 11% required in 100% · 1 open now · since Jul 2026
Transformers 9 11% required in 56% · 1 open now · since Jul 2026
NumPy 5 6% required in 100% · since Sep 2026
Scikit-learn 5 6% required in 100% · since Sep 2026
Sentence-Transformers 5 6% required in 100% · 1 open now · since Sep 2026
LangChain 5 6% required in 60% · since Aug 2026
Cats 3 4% required in 100% · 2 open now · since Oct 2026
Show all (40)
SciPy3
ZIO3
Docling3
Angular2
BentoML2
FAISS2
Flask2
Pandas2
Playwright2
Triton2
CUDA2
Hadoop2
LangGraph2
LlamaIndex2
Alembic1
Cypress1
Electron1
Matplotlib1
Micronaut1
Pydantic1
Pytest1
Quarkus1
React.js1
Redux1
Rest-Assured1
SQLAlchemy1
Selenium1
Spring Boot1
Vitest1
cuDNN1
DeepEval1
pgvector1

What databases does SimbirSoft use?

PostgreSQL is named in 20% of job postings at SimbirSoft, followed by ClickHouse (9%), Greenplum (6%), Redis (6%).

PostgreSQL 16 20% required in 100% · since Jul 2026
ClickHouse 7 9% required in 86% · since Sep 2026
Greenplum 5 6% required in 80% · since Aug 2026
Redis 5 6% required in 60% · 2 open now · since Oct 2026
MS SQL 4 5% required in 75% · since Jul 2026
ElasticSearch 4 5% required in 50% · 2 open now · since Sep 2026
Qdrant 3 4% required in 67% · since Jul 2026
Cassandra 3 4% required in 33% · since Sep 2026
Show all (15)
SAP BW3
MySQL2
Presto2
Azure Cosmos DB1
HBase1
Azure SQL Database1
Milvus1

What cloud and platforms does SimbirSoft use?

Apache Kafka is named in 31% of job postings at SimbirSoft, followed by Kubernetes (23%), GitLab CI (10%), Grafana (10%).

Apache Kafka 25 31% required in 72% · 4 open now · since Jul 2026
Kubernetes 18 23% required in 94% · 2 open now · since Aug 2026
GitLab CI 8 10% required in 100% · since Aug 2026
Grafana 8 10% required in 100% · since Sep 2026
Hugging Face 7 9% required in 100% · 1 open now · since Sep 2026
GitLab 5 6% required in 100% · since Aug 2026
Linux 5 6% required in 100% · 1 open now · since Aug 2026
Spark 5 6% required in 100% · since Aug 2026
Show all (40)
Amazon S35
RabbitMQ5
Postman4
GitHub3
QlikSense3
SonarQube3
MLFlow3
vLLM3
OpenAI3
Airflow2
Figma2
LDAP2
Windows2
Superset2
Langfuse2
NATS2
Active Directory1
ActiveMQ1
Azure1
ClearML1
Kubeflow1
OpenShift1
Power BI1
SIEM1
Seldon Core1
TeamCity1
TorchServe1
Weights & Biases1
Databricks1
LangSmith1
Ollama1
TGI1

What developer tools does SimbirSoft use?

Rest API is named in 14% of job postings at SimbirSoft, followed by Docker (14%), Git (11%), Prometheus (10%).

Rest API 11 14% required in 100% · 2 open now · since Jul 2026
Docker 11 14% required in 82% · since Jul 2026
Git 9 11% required in 89% · since Aug 2026
Prometheus 8 10% required in 100% · since Sep 2026
Alertmanager 5 6% required in 100% · since Sep 2026
Ansible 5 6% required in 100% · 1 open now · since Sep 2026
Terraform 5 6% required in 100% · since Sep 2026
gRPC 4 5% required in 100% · since Aug 2026
Show all (32)
ArgoCD3
Nginx3
ScalaTest3
WebSockets3
Helm2
Keycloak2
MinIO2
Velero2
Apache NiFi1
Claude Code1
Cline1
Cursor1
Gradle1
Graylog1
HAProxy1
Jaeger1
Jenkins1
Model Context Protocol1
OpenAI Codex1
Swagger1
TestRail1
Zabbix1
Storybook1
Webpack1

What AI and ML technologies does SimbirSoft use?

LLM is named in 15% of job postings at SimbirSoft, followed by DeepSeek (6%), Llama (6%), Mistral (6%).

LLM 12 15% required in 92% · 1 open now · since Jul 2026
DeepSeek 5 6% required in 100% · 1 open now · since Sep 2026
Llama 5 6% required in 100% · 1 open now · since Sep 2026
Mistral 5 6% required in 100% · 1 open now · since Sep 2026
Qwen 5 6% required in 100% · 1 open now · since Sep 2026
VLM 4 5% required in 100% · 1 open now · since Sep 2026
LoRA 4 5% required in 50% · since Jul 2026
PEFT 4 5% optional · since Jul 2026
Show all (10)
ChatGPT1
Claude1

Which engineering practices does SimbirSoft ask for?

NLP is named in 15% of job postings at SimbirSoft, followed by CI/CD (14%), RAG (11%), AI Agents (9%).

NLP 12 15% required in 83% · 1 open now · since Jul 2026
CI/CD 11 14% required in 100% · since Aug 2026
RAG 9 11% required in 78% · since Jul 2026
AI Agents 7 9% required in 86% · since Jul 2026
ETL/ELT 6 8% required in 100% · 1 open now · since Sep 2026
OCR 4 5% required in 100% · 1 open now · since Sep 2026
SOAP 4 5% required in 100% · 2 open now · since Oct 2026
Fine-tuning 4 5% required in 75% · since Aug 2026
Show all (27)
BGP3
DNS3
Embeddings3
Error Budget2
Function Calling2
GitOps2
SFT2
SLI/SLO/SLA2
VLAN2
Machine Learning2
PKI2
Prompt Engineering2
Chaos Engineering2
Context Engineering1
DHCP1
IAM1
LAN1
OSPF1
Structured Outputs1

What does each SimbirSoft team work with?

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

Backend

19 postings
Go9
Kubernetes9
SQL9
Apache Kafka7
Docker6
Git4

AI/ML

14 postings
Python14
LLM10
FastAPI8
Hugging Face7
PyTorch7
DeepSeek5

Enterprise Apps

12 postings
1C12
Rest API3

Data Science

12 postings
Python8
PostgreSQL6
SQL6
Greenplum4
Spark4
Alertmanager3

Analytics

4 postings
Apache Kafka2
Figma2
Postman2
Rest API2

QA

4 postings
Apache Kafka3
PostgreSQL3
SQL3
Java2
MS SQL2
Playwright2

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How is the SimbirSoft 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
QlikSenseNov 2026
SAP BWNov 2026
FigmaOct 2026
CatsOct 2026
ScalaOct 2026
ScalaTestOct 2026
ZIOOct 2026
SOAPOct 2026

How modern is the SimbirSoft stack?

Cutting-edge AI adopter 84/100

SimbirSoft scores 84 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: 10; legacy ones: 0.

How common is the SimbirSoft stack in its industry?

Share of the 6,145 companies in the same industries, whose stack Alion knows, that use each technology.

Python59%
SQL60%
Apache Kafka24%
Kubernetes42%
PostgreSQL43%
1C7%
LLM28%
PyTorch12%
FastAPI14%
Go14%

What sets SimbirSoft apart

Transformers4%
ClickHouse4%
DeepSeek1%
Greenplum1%
Llama2%
Mistral2%
Qwen1%
Sentence-Transformers0%
LoRA2%
PEFT2%

Questions about the SimbirSoft tech stack

What programming languages does SimbirSoft use?

The languages named in SimbirSoft job postings are Python (36%), SQL (33%), 1C (15%), Go (11%), Java (9%), as a share of the 80 postings of the last 12 months.

Does SimbirSoft use PyTorch?

Yes. PyTorch is named in 10 of 80 job postings (13%) and required in 10 of them.

What cloud and platforms does SimbirSoft use?

The cloud and platforms named in SimbirSoft job postings are Apache Kafka (25), Kubernetes (18), GitLab CI (8) (postings in brackets).

What skills do you need for a Backend job at SimbirSoft?

Backend postings at SimbirSoft most often require Go (9), Kubernetes (9), SQL (9), Apache Kafka (7), out of 19 postings in the last 12 months.

Is the SimbirSoft tech stack changing?

Yes. QlikSense, SAP BW, Figma, Cats first appeared in SimbirSoft job postings in the last six months.

How modern is the SimbirSoft tech stack?

SimbirSoft scores 84 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: 10; legacy ones: 0.

How does Alion know the SimbirSoft tech stack?

Alion reads every job posting SimbirSoft publishes and tags the technologies each one names. The figures on this page count the 80 postings of the last 12 months and were updated on Nov 11, 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, "SimbirSoft tech stack: 179 technologies from 80 job postings", as of Nov 11, 2026. https://alion.io/company/simbirsoft/technologies

Licence: CC BY-SA 4.0JSON