Snowflake
Databases & DBMS · Data Marketplaces, Sharing & Clean Rooms

Snowflake tech stack

Snowflake builds mostly with Python, SQL, Java, C++. Its stack also includes AWS, Azure, Apache Iceberg, Streamlit. Python is named in 250 of the 713 job postings Snowflake published in the last 12 months (35%). Counted by Alion from the job postings of Snowflake, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
291
Postings analysed
713
Open now
356
Modernity
78 /100
New in 6 months
8

What programming languages does Snowflake use?

Python is named in 35% of job postings at Snowflake, followed by SQL (35%), Java (18%), C++ (11%).

Python 250 35% required in 92% · 115 open now · since Aug 2025
SQL 248 35% required in 90% · 107 open now · since Aug 2025
Java 127 18% required in 90% · 67 open now · since Feb 2026
C++ 78 11% required in 95% · 38 open now · since Feb 2026
Go 63 9% required in 97% · 27 open now · since Mar 2026
JavaScript 43 6% required in 51% · 19 open now · since Mar 2026
TypeScript 31 4% required in 77% · 18 open now · since Mar 2026
Scala 29 4% required in 76% · 14 open now · since Jun 2026
Show all (17)
Node JS15
Rust12
C#7
Bash4
Perl3
Ruby3
PHP3
Apex2
PowerShell1

What frameworks and libraries does Snowflake use?

Streamlit is named in 5% of job postings at Snowflake, followed by Hadoop (4%), PyTorch (3%), OpenTelemetry (3%).

Streamlit 33 5% required in 79% · 16 open now · since Aug 2025
Hadoop 25 4% required in 64% · 13 open now · since Apr 2026
PyTorch 24 3% required in 92% · 6 open now · since Jun 2026
OpenTelemetry 23 3% required in 61% · 15 open now · since Mar 2026
LangChain 20 3% required in 65% · 11 open now · since Apr 2026
React.js 19 3% required in 68% · 9 open now · since Apr 2026
TensorFlow 14 2% required in 79% · 4 open now · since Jun 2026
Flink 13 2% required in 69% · 3 open now · since May 2026
Show all (51)
Scikit-learn9
Pandas9
NumPy8
CUDA7
LangGraph7
LlamaIndex6
DeepSpeed4
Ray4
Accelerate3
JAX3
XGBoost3
FSDP2
NCCL2
Next.js2
OpenAI Agents SDK2
SGLang2
TensorRT-LLM2
Vercel AI SDK2
cuDNN2
TensorFlow C++2
AutoGen1
CUTLASS1
Express1
FastAPI1
Fastify1
React Native1
Redux1
SQLAlchemy1
Transformers1
Triton1
Zustand1
CrewAI1

And 11 more, each named in fewer postings.

What databases does Snowflake use?

Apache Iceberg is named in 5% of job postings at Snowflake, followed by Teradata (3%), Google BigQuery (3%), PostgreSQL (2%).

Apache Iceberg 38 5% required in 92% · 20 open now · since Mar 2026
Teradata 22 3% required in 50% · 13 open now · since Mar 2026
Google BigQuery 18 3% required in 50% · 6 open now · since Aug 2025
PostgreSQL 16 2% required in 88% · 11 open now · since Jun 2026
Greenplum 14 2% required in 64% · 9 open now · since Mar 2026
Amazon Redshift 13 2% required in 54% · 5 open now · since Aug 2025
FoundationDB 10 1% required in 40% · 7 open now · since Jun 2026
Delta Lake 5 1% required in 20% · 3 open now · since Jun 2026
Show all (23)
Oracle4
Cassandra4
MySQL4
RocksDB4
Redis3
ClickHouse2
DynamoDB2
HBase2
Apache Hudi1
SAP HANA1
Trino1
Google Cloud Spanner1
Pinecone1
Salesforce Data Cloud1
Weaviate1

What cloud and platforms does Snowflake use?

AWS is named in 27% of job postings at Snowflake, followed by Azure (26%), GCP (25%), Kubernetes (10%).

AWS 189 27% required in 69% · 97 open now · since Feb 2026
Azure 184 26% required in 69% · 95 open now · since Feb 2026
GCP 181 25% required in 68% · 95 open now · since Feb 2026
Kubernetes 73 10% required in 60% · 42 open now · since Mar 2026
Spark 57 8% required in 65% · 26 open now · since Mar 2026
Apache Kafka 27 4% required in 70% · 11 open now · since Mar 2026
Tableau 24 3% required in 63% · 17 open now · since Apr 2026
Databricks 21 3% required in 33% · 6 open now · since May 2026
Show all (61)
Grafana13
Power BI13
Linux11
Datadog10
Windows9
Looker9
Amazon SageMaker8
AWS Lambda7
Azure DevOps7
GitHub7
GitHub Actions7
DLP6
Splunk6
Airflow5
Hugging Face5
vLLM5
Amazon Kinesis5
.NET5
Arize Phoenix5
LangSmith5
Anthropic4
MLFlow4
Okta4
Figma4
MicroStrategy4
SAP BusinessObjects4
Dynatrace3
H2O.ai3
New Relic3
OpenAI3
Vertex AI3
Metabase3

And 21 more, each named in fewer postings.

What developer tools does Snowflake use?

Prometheus is named in 12% of job postings at Snowflake, followed by dbt (7%), Terraform (3%), Docker (2%).

Prometheus 89 12% required in 33% · 44 open now · since Mar 2026
dbt 53 7% required in 77% · 29 open now · since Mar 2026
Terraform 22 3% required in 55% · 10 open now · since Mar 2026
Docker 15 2% required in 80% · 9 open now · since May 2026
Model Context Protocol 15 2% required in 80% · 10 open now · since Feb 2026
Jenkins 15 2% required in 47% · 8 open now · since Apr 2026
Fivetran 12 2% required in 75% · 9 open now · since May 2026
Azure Data Factory 11 2% required in 100% · 6 open now · since Jun 2026
Show all (56)
AWS Glue11
Informatica11
Rest API11
Cursor10
pySpark10
Matillion9
Claude Code8
Git8
Copilot7
Jaeger7
Apache NiFi6
Pulumi6
Bazel5
Braintrust5
Promptfoo5
Microsoft Excel4
OpenAI Codex4
gRPC4
ArgoCD4
Canva4
Loki4
Ansible3
WordPress3
CloudFormation3
DataStage3
Helm3
k9s3
kubectl3
Envoy2
Talend2
TensorRT2
GraphQL2

And 16 more, each named in fewer postings.

What AI and ML technologies does Snowflake use?

LLM is named in 16% of job postings at Snowflake, followed by Claude (1%), ChatGPT (<1%), CLIP (<1%).

LLM 111 16% required in 75% · 49 open now · since Mar 2026
Claude 9 1% required in 78% · 3 open now · since Jun 2026
ChatGPT 3 <1% required in 33% · 2 open now · since Jun 2026
CLIP 1 <1% required in 100% · since Jun 2026
Gemini 1 <1% required in 100% · since Sep 2026
PEFT 1 <1% required in 100% · since Jul 2026

Which engineering practices does Snowflake ask for?

AI Agents is named in 22% of job postings at Snowflake, followed by ETL/ELT (12%), Machine Learning (11%), CI/CD (8%).

AI Agents 156 22% required in 95% · 68 open now · since Jan 2026
ETL/ELT 89 12% required in 89% · 41 open now · since Jan 2026
Machine Learning 81 11% required in 89% · 37 open now · since Dec 2025
CI/CD 59 8% required in 76% · 25 open now · since Mar 2026
RAG 47 7% required in 74% · 22 open now · since May 2026
Agentic Workflows 37 5% required in 81% · 21 open now · since Apr 2026
LLM Guardrails 24 3% required in 79% · 14 open now · since Feb 2026
Fine-tuning 22 3% required in 73% · 12 open now · since Mar 2026
Show all (77)
Prompt Engineering19
Platform Engineering18
Function Calling16
Context Engineering12
IAM12
Incident Management11
LLM Evaluation11
Multimodal AI9
DNS9
Anomaly Detection8
Multi-Agent Systems8
A/B Testing8
Time Series7
TCP/IP7
Feature Store6
Post-training6
SLI/SLO/SLA6
Embeddings5
FinOps5
Reinforcement Learning5
Semantic Search5
Hallucination5
Synthetic Data5
Knowledge Graph4
Hybrid Search4
Prompt Caching3
Self-Healing3
AIOps3
EU AI Act3
Human-in-the-Loop3
NLP3
Dimensional Modeling2

And 37 more, each named in fewer postings.

What does each Snowflake team work with?

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

Backend

132 postings
Java83
Python72
C++55
Go47
SQL42
Azure35

Solutions

107 postings
SQL80
Python73
AWS25
Azure24
GCP23
dbt21

Product

57 postings
SQL16
Python10
LLM7
Streamlit7
Prometheus3
Datadog2

AI/ML

33 postings
LLM17
Python17
PyTorch16
SQL9
TensorFlow8
Java6

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How much does Snowflake pay by technology?

Median stated pay of the postings that name each technology, against the median of all Snowflake postings with stated pay: $231k across 467 postings.

TechnologyPostings with payMedianvs company median
Python161$224k−3%
SQL145$217k−6%
Azure122$253k+10%
AWS122$251k+8%
GCP121$253k+10%
Java91$288k+24%
LLM81$270k+17%
C++60$288k+24%
Kubernetes60$262k+13%
Go53$288k+24%

How is the Snowflake 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
Explainable AIOct 2026
TalendOct 2026
SIEMOct 2026
Human-in-the-LoopSep 2026
Hugging FaceAug 2026
AccelerateAug 2026
Dimensional ModelingAug 2026
DataStageAug 2026
Falling
AI Agents28% → 18%
LLM22% → 12%
JavaScript10% → 3%
ETL/ELT16% → 10%
PyTorch5% → 2%
Flink4% → 1%

How modern is the Snowflake stack?

Cutting-edge AI adopter 78/100

Snowflake scores 78 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: 6; legacy ones: 0.

How common is the Snowflake stack in its industry?

Share of the 162 companies in the same industries, whose stack Alion knows, that use each technology.

Python64%
SQL65%
AWS59%
Azure57%
GCP49%
Java47%
LLM43%
C++42%
Kubernetes57%
Go36%

What sets Snowflake apart

Streamlit2%
Teradata4%
Greenplum4%
FoundationDB1%
Amazon SageMaker2%
LangGraph4%
DLP4%
Arize Phoenix1%

Snowflake products in its job postings

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

Snowflake713
Cortex75

Questions about the Snowflake tech stack

What programming languages does Snowflake use?

The languages named in Snowflake job postings are Python (35%), SQL (35%), Java (18%), C++ (11%), Go (9%), as a share of the 713 postings of the last 12 months.

Does Snowflake use Streamlit?

Yes. Streamlit is named in 33 of 713 job postings (5%) and required in 26 of them.

What cloud and platforms does Snowflake use?

The cloud and platforms named in Snowflake job postings are AWS (189), Azure (184), GCP (181) (postings in brackets).

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

Backend postings at Snowflake most often require Java (83), Python (72), C++ (55), Go (47), out of 132 postings in the last 12 months.

Is the Snowflake tech stack changing?

Yes. Explainable AI, Talend, SIEM, Human-in-the-Loop first appeared in Snowflake job postings in the last six months.

How modern is the Snowflake tech stack?

Snowflake scores 78 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: 6; legacy ones: 0.

How does Alion know the Snowflake tech stack?

Alion reads every job posting Snowflake publishes and tags the technologies each one names. The figures on this page count the 713 postings of the last 12 months and were updated on Nov 10, 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, "Snowflake tech stack: 291 technologies from 713 job postings", as of Nov 10, 2026. https://alion.io/company/snowflake/technologies

Licence: CC BY-SA 4.0JSON