Salesforce
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Salesforce tech stack

Salesforce builds mostly with Python, JavaScript, SQL, TypeScript. Its stack also includes AWS, MuleSoft, Snowflake, Google BigQuery. Python is named in 573 of the 3,204 job postings Salesforce published in the last 12 months (18%). Counted by Alion from the job postings of Salesforce, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
487
Postings analysed
3,204
Open now
1,386
Modernity
74 /100
New in 6 months
8

What programming languages does Salesforce use?

Python is named in 18% of job postings at Salesforce, followed by JavaScript (14%), SQL (9%), TypeScript (7%).

Python 573 18% required in 75% · 229 open now · since Apr 2026
JavaScript 445 14% required in 71% · 193 open now · since Feb 2026
SQL 301 9% required in 84% · 105 open now · since Apr 2026
TypeScript 233 7% required in 72% · 94 open now · since May 2026
Java 186 6% required in 85% · 54 open now · since Apr 2026
Go 88 3% required in 92% · 33 open now · since Jun 2026
Node JS 62 2% required in 71% · 21 open now · since May 2026
Ruby 46 1% required in 78% · 20 open now · since Apr 2026
Show all (27)
C++41
C#37
Scala28
PHP19
Rust9
PowerShell8
Bash7
Kotlin4
Sass3
Swift3
Perl3
YARA3
LookML2
Clojure1
Objective-C1
R1
SPSS1
Elixir1
SAS1

What frameworks and libraries does Salesforce use?

LangChain is named in 4% of job postings at Salesforce, followed by LlamaIndex (3%), Lightning Web Components (3%), React.js (2%).

LangChain 127 4% required in 50% · 51 open now · since Apr 2026
LlamaIndex 101 3% required in 46% · 46 open now · since Jun 2026
Lightning Web Components 89 3% required in 74% · 35 open now · since Feb 2026
React.js 78 2% required in 86% · 24 open now · since May 2026
PyTorch 44 1% required in 39% · 19 open now · since Jun 2026
Selenium 28 1% required in 79% · 8 open now · since Jul 2026
TensorFlow 18 1% required in 56% · 4 open now · since Jul 2026
JUnit 17 1% required in 88% · 5 open now · since Jul 2026
Show all (76)
LangGraph17
Angular17
Hadoop17
Vue.js16
Flink14
Playwright13
OpenTelemetry13
Spring Boot8
JAX7
Jest7
Ruby on Rails6
FastAPI6
Flask6
Pandas6
Redux5
AutoGen5
Scikit-learn5
DeepSpeed4
Pytest4
TestNG4
Transformers4
Django4
Jetpack Compose4
Cypress3
Dagster3
NumPy3
Tailwind CSS3
Volatility3
Ray3
Spring Framework3
CrewAI3
Plotly3

And 36 more, each named in fewer postings.

What databases does Salesforce use?

Snowflake is named in 9% of job postings at Salesforce, followed by Google BigQuery (5%), PostgreSQL (2%), Amazon Redshift (1%).

Snowflake 294 9% required in 77% · 117 open now · since Apr 2026
Google BigQuery 150 5% required in 38% · 66 open now · since Jun 2026
PostgreSQL 52 2% required in 83% · 21 open now · since Jun 2026
Amazon Redshift 45 1% required in 64% · 15 open now · since Jun 2026
Trino 20 1% required in 80% · 8 open now · since Jul 2026
ElasticSearch 20 1% required in 40% · 3 open now · since Jul 2026
MySQL 17 1% required in 65% · 6 open now · since Jul 2026
Oracle 16 <1% required in 63% · 4 open now · since Aug 2026
Show all (31)
Presto12
HBase11
DynamoDB10
ClickHouse9
Redis9
Cassandra7
MS SQL6
Apache Iceberg5
Neo4j4
Amazon Neptune3
Druid3
Pinecone3
Typesense3
Db22
Milvus2
OpenSearch2
InfluxDB2
Core Data1
Qdrant1
Teradata1
Delta Lake1
Memcached1
Weaviate1

What cloud and platforms does Salesforce use?

AWS is named in 11% of job postings at Salesforce, followed by MuleSoft (9%), GCP (7%), Databricks (7%).

AWS 342 11% required in 79% · 110 open now · since Mar 2026
MuleSoft 304 9% required in 86% · 145 open now · since Feb 2026
GCP 234 7% required in 80% · 77 open now · since Mar 2026
Databricks 223 7% required in 77% · 94 open now · since Jun 2026
Azure 207 6% required in 78% · 70 open now · since Mar 2026
Kubernetes 198 6% required in 73% · 62 open now · since Apr 2026
GitHub 90 3% required in 84% · 18 open now · since Feb 2026
Apache Kafka 77 2% required in 69% · 26 open now · since May 2026
Show all (112)
Linux73
Spark51
Splunk49
OpenAI41
Figma40
Grafana39
Heroku37
Power BI33
Amazon ECS31
Unix28
Windows27
Amazon S325
Anthropic24
Airflow23
Amazon EKS21
Looker21
SIEM19
GitHub Actions19
Azure DevOps16
Vertex AI15
Datadog14
API Gateway13
Amazon SageMaker13
Istio12
Amazon CloudWatch11
AWS Lambda11
AWS Bedrock10
Red Hat10
Okta10
New Relic9
Kibana9
Bitbucket8

And 72 more, each named in fewer postings.

What developer tools does Salesforce use?

Cursor is named in 13% of job postings at Salesforce, followed by Copilot (5%), Claude Code (5%), Model Context Protocol (5%).

Cursor 424 13% required in 90% · 155 open now · since Apr 2026
Copilot 173 5% required in 82% · 64 open now · since Apr 2026
Claude Code 163 5% required in 85% · 45 open now · since Apr 2026
Model Context Protocol 148 5% required in 86% · 55 open now · since Mar 2026
Informatica 140 4% required in 91% · 78 open now · since Feb 2026
Docker 140 4% required in 76% · 43 open now · since Apr 2026
Rest API 129 4% required in 88% · 58 open now · since Feb 2026
Terraform 106 3% required in 72% · 37 open now · since May 2026
Show all (131)
OpenAI Codex95
Git94
GraphQL76
Jenkins52
Spinnaker39
dbt33
Microsoft Excel29
A2A29
Prometheus27
gRPC21
Puppet19
Ansible19
Chef15
Copado14
Windsurf13
Helm12
Swagger11
JMeter10
CloudFormation10
ZooKeeper10
Talend9
Maven9
Adobe Photoshop8
CircleCI7
Azure Data Factory6
Gearset6
ArgoCD6
Canva6
Gradle6
Pulumi6
Veeva6
npm6

And 91 more, each named in fewer postings.

What AI and ML technologies does Salesforce use?

Claude is named in 14% of job postings at Salesforce, followed by LLM (11%), Gemini (2%), ChatGPT (1%).

Claude 443 14% required in 90% · 170 open now · since Apr 2026
LLM 361 11% required in 77% · 140 open now · since Apr 2026
Gemini 52 2% required in 81% · 17 open now · since Jul 2026
ChatGPT 31 1% required in 71% · 13 open now · since Jul 2026
Midjourney 6 <1% required in 83% · 1 open now · since Aug 2026
Kling 2 <1% required in 100% · 1 open now · since Aug 2026
Llama 2 <1% required in 50% · since Aug 2026
BERT 1 <1% required in 100% · since Aug 2026
Show all (13)
Falcon1
PEFT1
Stable Diffusion1
Veo1
Mistral1

Which engineering practices does Salesforce ask for?

AI Agents is named in 100% of job postings at Salesforce, followed by Prompt Engineering (11%), CI/CD (8%), RAG (5%).

AI Agents 3203 100% required in 92% · 1385 open now · since Dec 2025
Prompt Engineering 352 11% required in 72% · 125 open now · since Apr 2026
CI/CD 270 8% required in 71% · 94 open now · since Feb 2026
RAG 158 5% required in 63% · 63 open now · since Apr 2026
ETL/ELT 153 5% required in 87% · 74 open now · since Feb 2026
LLM Guardrails 127 4% required in 83% · 44 open now · since Mar 2026
SOAP 109 3% required in 87% · 48 open now · since Feb 2026
Machine Learning 99 3% required in 85% · 39 open now · since Apr 2026
Show all (96)
Agentic Workflows95
Multi-Agent Systems82
Incident Management67
Function Calling65
Master Data Management58
NLP50
Platform Engineering40
Human-in-the-Loop36
DNS35
Self-Healing33
IAM31
TCP/IP31
Web Components25
PKI25
Embeddings25
Anomaly Detection24
Context Engineering22
Fine-tuning22
Service Mesh20
Multimodal AI20
SLI/SLO/SLA18
A/B Testing17
LLM Evaluation16
Knowledge Graph16
Time Series14
EU AI Act14
Configuration Management13
Hallucination12
Computer Use11
Red Teaming11
Semantic Search10
Feature Store9

And 56 more, each named in fewer postings.

What other technologies does Salesforce use?

Swift Concurrency is named in <1% of job postings at Salesforce.

Swift Concurrency 1 <1% optional · 1 open now · since Sep 2026

What does each Salesforce team work with?

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

Sales

796 postings
Amazon ECS24
MuleSoft22
Informatica21
Anthropic2
Braze2
Microsoft Excel2

HR

353 postings
JavaScript24
SQL22
AWS18
GCP12
Azure11
MuleSoft9

Solutions

331 postings
Claude131
Cursor131
Snowflake102
Databricks99
JavaScript83
Python71

Enterprise Apps

317 postings
MuleSoft116
Cursor88
Claude83
JavaScript77
LLM69
Python62

Backend

234 postings
Python113
AWS101
Java75
Cursor74
GCP74
JavaScript63

Product

141 postings
Claude16
LLM15
Cursor13
Model Context Protocol11
Claude Code9
OpenAI Codex5

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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 1,250 postings.

TechnologyPostings with payMedianvs company median
Python271$224k0%
AWS220$260k+16%
GCP157$232k+4%
Claude157$225k+1%
SQL149$224k0%
LLM147$232k+4%
JavaScript143$224k0%
Kubernetes138$260k+16%
Java129$260k+16%
Azure127$232k+4%

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
21 CFR Part 11Nov 2026
React NativeOct 2026
ESLintOct 2026
SupersetOct 2026
AlertmanagerOct 2026
DruidOct 2026
VictoriaMetricsOct 2026
Fluent BitOct 2026
Falling
Claude19% → 12%
Prompt Engineering16% → 9%
LLM16% → 10%
RAG7% → 4%
Google BigQuery7% → 4%
LangChain6% → 3%
GitHub5% → 2%

How modern is the Salesforce stack?

Modern AI adopter 74/100

Salesforce scores 74 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: 13; legacy ones: 0.

How common is the Salesforce stack in its industry?

Share of the 2,240 companies in the same industries, whose stack Alion knows, that use each technology.

Python59%
JavaScript52%
Claude28%
LLM44%
AWS45%
MuleSoft3%
SQL43%
Snowflake12%
GCP31%
TypeScript46%

What sets Salesforce apart

MuleSoft3%
Lightning Web Components1%
Splunk3%
Heroku0%
Scala3%
Unix3%
Airflow3%
Trino1%
Hadoop2%
JUnit2%

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.

Apex715
Tableau391
Salesforce CLI11
Einstein for Developers1
Salesforce Flow7
Visualforce48
Aura Components1
Salesforce Data Cloud148
Salesforce Industries30
Agentforce3197

Questions about the Salesforce tech stack

What programming languages does Salesforce use?

The languages named in Salesforce job postings are Python (18%), JavaScript (14%), SQL (9%), TypeScript (7%), Java (6%), as a share of the 3,204 postings of the last 12 months.

Does Salesforce use LangChain?

Yes. LangChain is named in 127 of 3,204 job postings (4%) and required in 64 of them.

What cloud and platforms does Salesforce use?

The cloud and platforms named in Salesforce job postings are AWS (342), MuleSoft (304), GCP (234) (postings in brackets).

What skills do you need for a Sales job at Salesforce?

Sales postings at Salesforce most often require Amazon ECS (24), MuleSoft (22), Informatica (21), Anthropic (2), out of 796 postings in the last 12 months.

Is the Salesforce tech stack changing?

Yes. 21 CFR Part 11, React Native, ESLint, Superset first appeared in Salesforce job postings in the last six months.

How modern is the Salesforce tech stack?

Salesforce scores 74 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: 13; 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 3,204 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, "Salesforce tech stack: 487 technologies from 3,204 job postings", as of Nov 10, 2026. https://alion.io/company/salesforce/technologies

Licence: CC BY-SA 4.0JSON