Salesforce tech stack

Salesforce builds mostly with Python, JavaScript, SQL, TypeScript. Its stack also includes AWS, MuleSoft, Snowflake, Google BigQuery. Python is named in 378 of the 1,998 job postings Salesforce published in the last 12 months (19%). Counted by Alion from the job postings of Salesforce, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
436
Postings analysed
1,998
Open now
1,287
Modernity
76 /100
New in 6 months
8

What programming languages does Salesforce use?

Python is named in 19% of job postings at Salesforce, followed by JavaScript (15%), SQL (10%), TypeScript (8%).

Python 378 19% required in 74% · 194 open now · since Apr 2026
JavaScript 293 15% required in 72% · 172 open now · since Feb 2026
SQL 191 10% required in 84% · 93 open now · since Apr 2026
TypeScript 150 8% required in 71% · 75 open now · since May 2026
Java 140 7% required in 85% · 51 open now · since Apr 2026
Go 55 3% required in 91% · 24 open now · since Jun 2026
Node JS 36 2% required in 69% · 16 open now · since May 2026
Ruby 31 2% required in 87% · 17 open now · since Apr 2026
Show all (23)
C#25
C++23
Scala21
PHP14
Rust8
PowerShell6
Bash5
Kotlin2
Perl2
YARA2
LookML1
Objective-C1
Sass1
Swift1
Elixir1

What frameworks and libraries does Salesforce use?

LangChain is named in 4% of job postings at Salesforce, followed by LlamaIndex (3%), React.js (3%), Lightning Web Components (3%).

LangChain 88 4% required in 50% · 54 open now · since Apr 2026
LlamaIndex 69 3% required in 43% · 47 open now · since Jun 2026
React.js 59 3% required in 86% · 13 open now · since Apr 2026
Lightning Web Components 57 3% required in 74% · 32 open now · since Feb 2026
PyTorch 27 1% required in 41% · 16 open now · since Apr 2026
Selenium 19 1% required in 74% · 5 open now · since Apr 2026
TensorFlow 14 1% required in 43% · 6 open now · since Jul 2026
PoC Library 13 1% required in 85% · 12 open now · since Feb 2026
Show all (71)
Hadoop13
JUnit12
LangGraph11
Playwright10
Angular9
Vue.js9
Ignite8
Flink8
Spring Boot6
AutoGen5
Pandas5
JAX4
Pytest4
Ruby on Rails4
FastAPI4
Flask4
OpenTelemetry4
Commander.js3
Jest3
Redux3
TestNG3
Transformers3
Ray3
Spring Framework3
CrewAI3
Scikit-learn3
Alembic2
Cypress2
Dagster2
DeepSpeed2
FastAI2
Hibernate2

And 31 more, each named in fewer postings.

What databases does Salesforce use?

Snowflake is named in 10% of job postings at Salesforce, followed by Google BigQuery (5%), BigQuery (4%), Amazon Redshift (2%).

Snowflake 194 10% required in 74% · 120 open now · since Apr 2026
Google BigQuery 104 5% required in 36% · 70 open now · since Jun 2026
BigQuery 84 4% required in 36% · 65 open now · since Jun 2026
Amazon Redshift 36 2% required in 61% · 20 open now · since Jun 2026
PostgreSQL 33 2% required in 79% · 13 open now · since Jun 2026
ElasticSearch 15 1% required in 20% · 8 open now · since Jul 2026
Trino 12 1% required in 83% · 5 open now · since Jul 2026
Oracle 10 1% required in 70% · 7 open now · since Aug 2026
Show all (30)
MySQL10
DynamoDB8
Redis8
Presto7
HBase6
Cassandra5
MS SQL5
Apache Iceberg4
ClickHouse3
Neo4j3
Pinecone3
Amazon Neptune2
Db22
Milvus2
Core Data1
OpenSearch1
Qdrant1
Teradata1
Delta Lake1
InfluxDB1
Memcached1
Weaviate1

What cloud and platforms does Salesforce use?

AWS is named in 11% of job postings at Salesforce, followed by MuleSoft (10%), GCP (8%), Azure (7%).

AWS 229 11% required in 79% · 103 open now · since Mar 2026
MuleSoft 203 10% required in 84% · 142 open now · since Feb 2026
GCP 157 8% required in 79% · 66 open now · since Mar 2026
Azure 147 7% required in 76% · 67 open now · since Mar 2026
Databricks 144 7% required in 74% · 94 open now · since Jun 2026
Kubernetes 134 7% required in 72% · 54 open now · since Apr 2026
GitHub 86 4% required in 86% · 36 open now · since Feb 2026
Apache Kafka 57 3% required in 61% · 26 open now · since May 2026
Show all (103)
Linux55
Spark34
Splunk32
Figma27
Heroku22
Windows22
Unix20
Grafana19
OpenAI18
Amazon S317
Amazon ECS16
Power BI16
Airflow14
Vertex AI14
GitHub Actions13
Azure DevOps12
Amazon EKS11
Amazon SageMaker11
SIEM10
Anthropic10
Red Hat9
API Gateway9
Looker9
AWS Bedrock8
Amazon CloudWatch8
AWS Lambda8
New Relic7
Okta7
Datadog7
Kibana7
Amazon EventBridge6
Bitbucket6

And 63 more, each named in fewer postings.

What developer tools does Salesforce use?

Cursor is named in 15% of job postings at Salesforce, followed by Copilot (6%), Claude Code (6%), Docker (5%).

Cursor 300 15% required in 93% · 176 open now · since Apr 2026
Copilot 117 6% required in 86% · 60 open now · since Apr 2026
Claude Code 111 6% required in 88% · 52 open now · since Apr 2026
Docker 96 5% required in 74% · 36 open now · since Apr 2026
Informatica 89 4% required in 89% · 65 open now · since Feb 2026
Model Context Protocol 85 4% required in 88% · 40 open now · since Mar 2026
Terraform 68 3% required in 74% · 30 open now · since May 2026
OpenAI Codex 60 3% required in 93% · 32 open now · since Apr 2026
Show all (109)
Git60
GraphQL58
Rest API58
Jenkins38
Spinnaker26
A2A19
gRPC17
Microsoft Excel16
dbt15
Puppet15
Prometheus14
Chef12
Swagger10
Windsurf10
Ansible9
Copado9
Maven9
Helm8
ZooKeeper8
CloudFormation8
Adobe Photoshop7
JMeter7
ArgoCD6
Gradle6
Talend6
CircleCI5
Pulumi5
Lighthouse5
pySpark5
SOPS4
Azure Data Factory4
WebSockets4

And 69 more, each named in fewer postings.

What AI and ML technologies does Salesforce use?

Claude is named in 15% of job postings at Salesforce, followed by LLM (12%), Gemini (2%), ChatGPT (1%).

Claude 304 15% required in 92% · 169 open now · since Apr 2026
LLM 238 12% required in 79% · 120 open now · since Apr 2026
Gemini 31 2% required in 84% · 21 open now · since Jul 2026
ChatGPT 11 1% required in 64% · 4 open now · since Aug 2026
Midjourney 5 <1% required in 100% · 3 open now · since Aug 2026
Kling 2 <1% required in 100% · 2 open now · since Aug 2026
BERT 1 <1% required in 100% · since Aug 2026
PEFT 1 <1% required in 100% · since Jul 2026
Show all (12)
Stable Diffusion1
Veo1
Llama1
Mistral1

Which engineering practices does Salesforce ask for?

AI Agents is named in 100% of job postings at Salesforce, followed by Prompt Engineering (13%), CI/CD (9%), RAG (6%).

AI Agents 1998 100% required in 96% · 1287 open now · since Feb 2026
Prompt Engineering 256 13% required in 71% · 138 open now · since Apr 2026
CI/CD 171 9% required in 69% · 81 open now · since Feb 2026
RAG 110 6% required in 62% · 60 open now · since Apr 2026
LLM Guardrails 108 5% required in 81% · 60 open now · since Mar 2026
ETL/ELT 96 5% required in 82% · 61 open now · since Feb 2026
Edge AI 87 4% required in 93% · 45 open now · since Apr 2026
SOAP 70 4% required in 83% · 44 open now · since Feb 2026
Show all (88)
Machine Learning63
Agentic Workflows52
Multi-Agent Systems46
NLP38
Incident Management34
Master Data Management32
Function Calling32
Tool Use29
Human-in-the-Loop29
SLI/SLO/SLA24
Platform Engineering23
DNS22
Web Components20
Embeddings20
Self-Healing19
TCP/IP18
IAM17
PKI17
Fine-tuning17
Anomaly Detection16
Multimodal AI16
LLM Evaluation12
Configuration Management11
Hallucination11
Service Mesh11
Knowledge Graph11
A/B Testing9
Context Engineering8
Feature Store8
Rollup7
Semantic Search7
Chain-of-Thought7

And 48 more, each named in fewer postings.

What does each Salesforce team work with?

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

Enterprise Apps

225 postings
MuleSoft85
Cursor67
Claude60
JavaScript59
LLM59
Python58

HR

221 postings
JavaScript17
AWS11
Azure9
GCP8
MuleSoft8
Informatica6

Solutions

196 postings
Cursor85
Claude82
Snowflake60
Databricks57
JavaScript49
Python43

Backend

123 postings
Python62
AWS60
Cursor57
Claude46
Java44
GCP43

Leadership

99 postings
LLM13
Cursor11
MuleSoft8
Claude Code7
A2A4
Go3

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How much does Salesforce pay by technology?

Median stated pay of the postings that name each technology, against the median of all Salesforce postings with stated pay: $224k across 757 postings.

TechnologyPostings with payMedianvs company median
Python177$224k0%
AWS154$232k+4%
GCP112$229k+2%
Claude105$227k+1%
Java97$260k+16%
LLM95$232k+4%
Azure94$229k+2%
Kubernetes93$260k+16%
JavaScript91$224k0%
SQL90$224k0%

How is the Salesforce 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
LovableSep 2026
HashiCorp VaultSep 2026
WebflowSep 2026
SOPSSep 2026
Adobe InDesignSep 2026
CanvaSep 2026
DLPSep 2026
YARASep 2026
Rising
AWS5% → 12%
CI/CD2% → 9%
Azure1% → 8%
Databricks1% → 8%
Claude10% → 16%
Snowflake5% → 10%
SQL5% → 10%
GCP3% → 8%
Falling
GraphQL7% → 2%
Edge AI7% → 4%
React.js6% → 3%

How modern is the Salesforce stack?

Cutting-edge AI adopter 76/100

Salesforce 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: 12; legacy ones: 0.

How common is the Salesforce stack in its industry?

Share of the 1,161 companies in the same industries, whose stack Alion knows, that use each technology.

Python64%
Claude33%
JavaScript56%
LLM50%
AWS47%
MuleSoft3%
Snowflake15%
SQL44%
GCP36%
TypeScript49%

What sets Salesforce apart

MuleSoft3%
Lightning Web Components1%
Splunk4%
Heroku1%
Scala4%
Unix4%
Airflow3%
Vertex AI3%
Hadoop3%
PoC Library2%

Salesforce products in its job postings

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

Apex489
Tableau225
Salesforce CLI8
Einstein for Developers1
Salesforce Flow6
Visualforce36
Aura Components1
Salesforce Data Cloud108
Salesforce Industries23
Agentforce1993

Questions about the Salesforce tech stack

What programming languages does Salesforce use?

The languages named in Salesforce job postings are Python (19%), JavaScript (15%), SQL (10%), TypeScript (8%), Java (7%), as a share of the 1,998 postings of the last 12 months.

Does Salesforce use LangChain?

Yes. LangChain is named in 88 of 1,998 job postings (4%) and required in 44 of them.

What cloud and platforms does Salesforce use?

The cloud and platforms named in Salesforce job postings are AWS (229), MuleSoft (203), GCP (157) (postings in brackets).

What skills do you need for a Enterprise Apps job at Salesforce?

Enterprise Apps postings at Salesforce most often require MuleSoft (85), Cursor (67), Claude (60), JavaScript (59), out of 225 postings in the last 12 months.

Is the Salesforce tech stack changing?

Yes. Lovable, HashiCorp Vault, Webflow, SOPS first appeared in Salesforce job postings in the last six months.

How modern is the Salesforce tech stack?

Salesforce 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: 12; legacy ones: 0.

How does Alion know the Salesforce tech stack?

Alion reads every job posting Salesforce publishes and tags the technologies each one names. The figures on this page count the 1,998 postings of the last 12 months and were updated on Sep 26, 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, "Salesforce tech stack: 436 technologies from 1,998 job postings", as of Sep 26, 2026. https://alion.io/company/salesforce/technologies

Licence: CC BY-SA 4.0JSON