Sber
Cloud Platforms (IaaS & PaaS) · LLM & Generative AI

Sber tech stack

Sber builds mostly with Python, SQL, Java, JavaScript. Its stack also includes Apache Kafka, PostgreSQL, Kubernetes, Hadoop. Python is named in 971 of the 2,010 job postings Sber published in the last 12 months (48%). Counted by Alion from the job postings of Sber, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
682
Postings analysed
2,010
Open now
1,066
Modernity
76 /100
New in 6 months
8

What programming languages does Sber use?

Python is named in 48% of job postings at Sber, followed by SQL (48%), Java (21%), JavaScript (5%).

Python 971 48% required in 84% · 559 open now · since Jul 2026
SQL 962 48% required in 91% · 512 open now · since Jul 2026
Java 428 21% required in 75% · 197 open now · since Jul 2026
JavaScript 104 5% required in 48% · 31 open now · since Aug 2026
Bash 89 4% required in 76% · 55 open now · since Jul 2026
Kotlin 80 4% required in 49% · 32 open now · since Jul 2026
Groovy 67 3% required in 85% · 36 open now · since Sep 2026
TypeScript 65 3% required in 91% · 17 open now · since Aug 2026
Show all (35)
Scala59
C++53
Go26
C#24
Node JS21
Swift18
ABAP13
Rust10
PowerShell8
MATLAB6
Objective-C6
1C5
SystemVerilog4
Sass3
Stata3
Solidity3
COBOL3
Lua2
SystemC2
Verilog2
PHP2
C2
LookML1
R1
SAS1
Dart1
VHDL1

What frameworks and libraries does Sber use?

Hadoop is named in 11% of job postings at Sber, followed by LangChain (10%), NumPy (8%), LangGraph (8%).

Hadoop 213 11% required in 68% · 124 open now · since Aug 2026
LangChain 211 10% required in 72% · 106 open now · since Jul 2026
NumPy 165 8% required in 85% · 96 open now · since Jul 2026
LangGraph 160 8% required in 74% · 77 open now · since Jul 2026
PyTorch 157 8% required in 75% · 102 open now · since Jul 2026
FastAPI 147 7% required in 85% · 78 open now · since Jul 2026
Spring Boot 118 6% required in 86% · 41 open now · since Jul 2026
Asyncio 82 4% required in 90% · 34 open now · since Aug 2026
Show all (209)
JUnit82
Pytest81
React.js70
Spring Framework65
Pandas65
Scikit-learn63
Transformers61
Hibernate58
Mockito44
Selenium44
LlamaIndex39
Aiohttp38
Matplotlib37
CatBoost33
OpenTelemetry33
Pydantic31
SciPy31
Flink31
Django28
Rest-Assured26
Playwright25
SQLAlchemy24
SGLang23
Testcontainers23
CrewAI23
ROS223
Redux22
CUDA22
Seaborn22
pgvector22
FSDP20
TensorFlow20

And 169 more, each named in fewer postings.

What databases does Sber use?

PostgreSQL is named in 27% of job postings at Sber, followed by ClickHouse (5%), Greenplum (5%), Redis (4%).

PostgreSQL 546 27% required in 83% · 266 open now · since Jul 2026
ClickHouse 102 5% required in 65% · 63 open now · since Aug 2026
Greenplum 100 5% required in 75% · 64 open now · since Aug 2026
Redis 82 4% required in 70% · 50 open now · since Jul 2026
OpenSearch 58 3% required in 45% · 23 open now · since Aug 2026
ElasticSearch 51 3% required in 43% · 22 open now · since Aug 2026
Qdrant 34 2% required in 71% · 17 open now · since Sep 2026
MS SQL 31 2% required in 87% · 21 open now · since Aug 2026
Show all (35)
Apache Ignite21
MySQL15
Teradata14
Trino11
Milvus10
Oracle8
HBase8
Apache Iceberg6
Core Data5
Weaviate5
Chroma5
InfluxDB5
DuckDB4
Cassandra4
StarRocks4
Neo4j4
MongoDB3
Pinecone3
Tarantool2
Apache Solr2
Druid2
Google BigQuery2
Google Cloud Spanner1
SQLite1
Amazon Redshift1
CockroachDB1
Delta Lake1

What cloud and platforms does Sber use?

Apache Kafka is named in 30% of job postings at Sber, followed by Kubernetes (25%), Linux (14%), OpenShift (14%).

Apache Kafka 605 30% required in 79% · 289 open now · since Jul 2026
Kubernetes 507 25% required in 71% · 254 open now · since Jul 2026
Linux 285 14% required in 87% · 172 open now · since Jul 2026
OpenShift 276 14% required in 72% · 124 open now · since Jul 2026
Spark 240 12% required in 50% · 152 open now · since Jul 2026
Grafana 221 11% required in 71% · 113 open now · since Jul 2026
Bitbucket 159 8% required in 76% · 75 open now · since Jul 2026
Postman 99 5% required in 87% · 49 open now · since Jul 2026
Show all (92)
RabbitMQ97
Istio88
GitLab CI71
Amazon S358
Power BI51
MLFlow51
GitLab48
vLLM44
Figma34
Unix33
OpenAI32
Tableau31
Kibana29
Superset29
Hugging Face28
QlikSense22
GitHub22
Weights & Biases21
Ubuntu20
CentOS Stream18
LangSmith18
Debian17
Anthropic17
.NET17
Dynatrace17
Airflow17
DLP16
SIEM15
GitHub Actions15
Windows14
Arize Phoenix12
AWS12

And 52 more, each named in fewer postings.

What developer tools does Sber use?

Rest API is named in 24% of job postings at Sber, followed by Git (20%), Docker (20%), Jenkins (18%).

Rest API 490 24% required in 93% · 219 open now · since Jul 2026
Git 404 20% required in 78% · 191 open now · since Jul 2026
Docker 402 20% required in 79% · 189 open now · since Jul 2026
Jenkins 370 18% required in 77% · 186 open now · since Jul 2026
Prometheus 165 8% required in 75% · 86 open now · since Jul 2026
gRPC 138 7% required in 86% · 60 open now · since Jul 2026
Ansible 134 7% required in 77% · 71 open now · since Aug 2026
Model Context Protocol 119 6% required in 81% · 52 open now · since Jul 2026
Show all (169)
pySpark112
Nginx93
Helm85
Swagger81
Zabbix77
Gradle70
Maven70
ArgoCD65
Insomnia55
WebSockets54
Claude Code38
Terraform34
Copilot34
Cursor33
GraphQL31
HAProxy27
VictoriaMetrics26
HashiCorp Vault25
Liquibase24
OpenAI Codex24
A2A20
Webpack20
TensorRT20
Apache HTTP Server19
Podman18
ONNX18
npm17
JMeter16
Mypy15
Loki14
Docker Compose13
Microsoft Excel13

And 129 more, each named in fewer postings.

What AI and ML technologies does Sber use?

LLM is named in 32% of job postings at Sber, followed by PEFT (3%), LoRA (3%), Qwen (2%).

LLM 637 32% required in 84% · 332 open now · since Jul 2026
PEFT 62 3% required in 15% · 35 open now · since Jul 2026
LoRA 61 3% required in 85% · 35 open now · since Jul 2026
Qwen 41 2% required in 95% · 28 open now · since Jul 2026
Claude 37 2% required in 81% · 23 open now · since Aug 2026
ChatGPT 33 2% required in 58% · 16 open now · since Aug 2026
VLM 30 1% required in 83% · 21 open now · since Sep 2026
DeepSeek 27 1% required in 93% · 20 open now · since Aug 2026
Show all (25)
QLoRA25
Mistral15
Gemini10
Llama10
BERT5
Stable Diffusion4
YOLO4
CLIP3
LLaVA3
Vision Transformer3
Midjourney3
YandexGPT3
GPT-42
AWQ1
EfficientNet1
GPTQ1
ResNet1

Which engineering practices does Sber ask for?

AI Agents is named in 50% of job postings at Sber, followed by CI/CD (27%), RAG (15%), Machine Learning (8%).

AI Agents 998 50% required in 68% · 517 open now · since Jul 2026
CI/CD 536 27% required in 82% · 278 open now · since Jul 2026
RAG 300 15% required in 87% · 163 open now · since Jul 2026
Machine Learning 163 8% required in 83% · 92 open now · since Jul 2026
ETL/ELT 127 6% required in 85% · 72 open now · since Aug 2026
NLP 118 6% required in 89% · 61 open now · since Aug 2026
Function Calling 90 4% required in 88% · 42 open now · since Jul 2026
Fine-tuning 74 4% required in 82% · 42 open now · since Aug 2026
Show all (111)
SOAP57
Prompt Engineering54
TCP/IP49
Gitflow47
DNS46
SFT45
Service Mesh41
GitOps34
Embeddings29
DPO27
Structured Outputs26
RLHF25
OCR23
SLI/SLO/SLA22
Clean Architecture21
Computer Vision17
GRPO17
Mixture of Experts15
Human-in-the-Loop15
Chain-of-Thought15
PKI14
IAM14
Reranking13
KV Cache13
Feature Store12
VPN11
LLMOps11
Physical AI10
Post-training10
GraphRAG10
Reinforcement Learning10
Vision-Language-Action10

And 71 more, each named in fewer postings.

What other technologies does Sber use?

Kotlin Coroutines is named in 1% of job postings at Sber, followed by Bitcoin (<1%), Ethereum (<1%), Swift Concurrency (<1%).

Kotlin Coroutines 13 1% required in 92% · 3 open now · since Sep 2026
Bitcoin 8 <1% required in 75% · 3 open now · since Aug 2026
Ethereum 8 <1% required in 75% · 3 open now · since Aug 2026
Swift Concurrency 6 <1% required in 100% · 2 open now · since Jul 2026
Arbitrum 3 <1% required in 100% · 1 open now · since Sep 2026
Polkadot 1 <1% optional · since Aug 2026

What does each Sber team work with?

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

Analytics

539 postings
SQL379
Python183
Rest API171
Apache Kafka154
LLM86
PostgreSQL66

Backend

312 postings
PostgreSQL164
Java157
Apache Kafka127
SQL123
Python115
Docker112

AI/ML

251 postings
Python196
LLM181
LangChain80
SQL77
LangGraph67
PyTorch65

DevOps

183 postings
Linux131
Kubernetes130
Jenkins112
Ansible84
Docker84
PostgreSQL83

Data Science

177 postings
Python109
SQL102
LLM62
Hadoop53
Spark46
pySpark35

QA

161 postings
Java84
SQL77
Rest API71
Jenkins54
Postman46
Apache Kafka45

See the open roles

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How much does Sber pay by technology?

Median stated pay of the postings that name each technology, against the median of all Sber postings with stated pay: $38k across 185 postings.

TechnologyPostings with payMedianvs company median
SQL88$35k−6%
Python87$38k0%
Apache Kafka69$45k+21%
Java57$46k+23%
PostgreSQL50$37k−2%
LLM49$45k+19%
Kubernetes41$43k+14%
OpenShift24$44k+17%
Bitbucket24$36k−3%
Hadoop20$40k+7%

How is the Sber 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
LinkerdNov 2026
QEMUNov 2026
SystemCNov 2026
VerilatorNov 2026
VerilogNov 2026
ANSYSOct 2026
AutoCADOct 2026
Sim-to-RealOct 2026
Rising
SQL31% → 48%
RAG6% → 15%
Ansible0% → 7%
Spark6% → 12%
NLP0% → 6%
Hadoop6% → 11%
LangChain6% → 11%
PyTorch3% → 8%
Falling
Jenkins47% → 18%
Git44% → 20%
Docker44% → 20%
Java44% → 21%
CI/CD44% → 26%
Pytest19% → 4%
Maven16% → 3%
Gitflow13% → 2%

How modern is the Sber stack?

Cutting-edge AI adopter 76/100

Sber scores 76 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: 25; legacy ones: 0.

How common is the Sber stack in its industry?

Share of the 2,386 companies in the same industries, whose stack Alion knows, that use each technology.

Python56%
SQL54%
LLM28%
Apache Kafka21%
PostgreSQL30%
Kubernetes36%
Java28%
Linux35%
OpenShift9%
Spark14%

What sets Sber apart

Greenplum2%
Istio4%
Asyncio2%
Pytest4%
Groovy3%
PEFT3%
LoRA3%
Mockito3%
Qwen2%
Aiohttp0%

Sber products in its job postings

Postings at Sber name its own products. They describe what the company makes, so they are left out of the stack above.

GigaChat471

Questions about the Sber tech stack

What programming languages does Sber use?

The languages named in Sber job postings are Python (48%), SQL (48%), Java (21%), JavaScript (5%), Bash (4%), as a share of the 2,010 postings of the last 12 months.

Does Sber use Hadoop?

Yes. Hadoop is named in 213 of 2,010 job postings (11%) and required in 145 of them.

What cloud and platforms does Sber use?

The cloud and platforms named in Sber job postings are Apache Kafka (605), Kubernetes (507), Linux (285) (postings in brackets).

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

Analytics postings at Sber most often require SQL (379), Python (183), Rest API (171), Apache Kafka (154), out of 539 postings in the last 12 months.

Is the Sber tech stack changing?

Yes. Linkerd, QEMU, SystemC, Verilator first appeared in Sber job postings in the last six months.

How modern is the Sber tech stack?

Sber scores 76 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: 25; legacy ones: 0.

How does Alion know the Sber tech stack?

Alion reads every job posting Sber publishes and tags the technologies each one names. The figures on this page count the 2,010 postings of the last 12 months and were updated on Nov 12, 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, "Sber tech stack: 682 technologies from 2,010 job postings", as of Nov 12, 2026. https://alion.io/company/sber/technologies

Licence: CC BY-SA 4.0JSON