S&P Global tech stack

S&P Global builds mostly with Python, SQL, Java, JavaScript. Its stack also includes AWS, Azure, PostgreSQL, LangChain. Python is named in 133 of the 287 job postings S&P Global published in the last 12 months (46%). Counted by Alion from the job postings of S&P Global, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
373
Postings analysed
287
Open now
136
Modernity
78 /100
New in 6 months
8

What programming languages does S&P Global use?

Python is named in 46% of job postings at S&P Global, followed by SQL (43%), Java (13%), JavaScript (11%).

Python 133 46% required in 74% · 55 open now · since Jan 2026
SQL 122 43% required in 91% · 43 open now · since Jun 2026
Java 36 13% required in 81% · 9 open now · since Jun 2026
JavaScript 33 11% required in 76% · 10 open now · since Apr 2026
TypeScript 21 7% required in 81% · 6 open now · since Apr 2026
C# 12 4% required in 92% · 2 open now · since Jul 2026
Scala 10 3% required in 70% · 6 open now · since Jul 2026
Node JS 7 2% required in 57% · 1 open now · since May 2026
Show all (22)
PowerShell6
PHP4
YARA3
Kotlin2
R2
Bash2
MATLAB2
Apex1
C++1
Clojure1
Go1
Groovy1
SAS1
COBOL1

What frameworks and libraries does S&P Global use?

LangChain is named in 8% of job postings at S&P Global, followed by PyTorch (6%), React.js (6%), Pandas (5%).

LangChain 24 8% required in 58% · 12 open now · since Apr 2026
PyTorch 16 6% required in 81% · 7 open now · since Apr 2026
React.js 16 6% required in 56% · 3 open now · since Apr 2026
Pandas 14 5% required in 86% · 7 open now · since Jul 2026
Spring Boot 13 5% required in 92% · 4 open now · since Jul 2026
FastAPI 13 5% required in 85% · 5 open now · since Jan 2026
Angular 13 5% required in 77% · 2 open now · since Jul 2026
Scikit-learn 12 4% required in 92% · 3 open now · since Jul 2026
Show all (73)
Django11
Flask9
Selenium9
Transformers9
TensorFlow7
LangGraph7
Matplotlib7
LightGBM6
XGBoost6
LlamaIndex6
Hadoop6
Streamlit5
Celery5
CrewAI5
AutoGen4
LiteLLM4
Metasploit4
Django REST Framework4
Hibernate4
JQuery4
NumPy4
Playwright4
Appium3
NVIDIA NeMo3
Pytest3
Ray3
Vue.js3
pgvector3
Cucumber3
Spring Cloud3
Cypress3
DeepSpeed2

And 33 more, each named in fewer postings.

What databases does S&P Global use?

PostgreSQL is named in 13% of job postings at S&P Global, followed by Snowflake (7%), OpenSearch (5%), Oracle (4%).

PostgreSQL 38 13% required in 87% · 10 open now · since Jan 2026
Snowflake 20 7% required in 60% · 7 open now · since Jun 2026
OpenSearch 14 5% required in 86% · 6 open now · since Jan 2026
Oracle 11 4% required in 82% · since Aug 2026
Redis 11 4% required in 73% · 3 open now · since Jan 2026
DynamoDB 9 3% required in 78% · 1 open now · since Jun 2026
Apache Iceberg 8 3% required in 63% · 4 open now · since Jul 2026
Google BigQuery 8 3% required in 63% · 1 open now · since Aug 2026
Show all (29)
MySQL7
Delta Lake7
MS SQL6
SQLite5
BigQuery5
Cassandra4
ElasticSearch4
Pinecone3
Amazon Redshift3
Trino3
Amazon Neptune1
Apache Solr1
Azure Cosmos DB1
Azure SQL Database1
Couchbase1
Memcached1
Neo4j1
Qdrant1
Weaviate1
Amazon DocumentDB1
Datomic1

What cloud and platforms does S&P Global use?

AWS is named in 36% of job postings at S&P Global, followed by Azure (27%), GCP (22%), Power BI (15%).

AWS 104 36% required in 82% · 47 open now · since Jan 2026
Azure 78 27% required in 64% · 37 open now · since Jun 2026
GCP 62 22% required in 76% · 26 open now · since Jan 2026
Power BI 42 15% required in 64% · 26 open now · since Jun 2026
Kubernetes 40 14% required in 75% · 19 open now · since Jan 2026
GitHub 35 12% required in 71% · 10 open now · since Jan 2026
Databricks 33 11% required in 61% · 16 open now · since Jul 2026
Amazon S3 30 10% required in 90% · 13 open now · since Jun 2026
Show all (94)
Azure DevOps27
Tableau21
GitHub Actions20
AWS Lambda18
Spark17
Amazon ECS14
Hugging Face14
Apache Kafka14
Amazon EKS13
Splunk13
GitLab CI12
Amazon EC211
Grafana11
Anthropic10
Windows10
Linux10
OpenAI10
GitLab9
RabbitMQ8
Unix7
SIEM7
MLFlow7
AWS Bedrock7
OpenShift7
Weights & Biases7
Datadog7
.NET6
API Gateway6
Amazon SageMaker6
Amazon CloudWatch5
Postman5
Bitbucket5

And 54 more, each named in fewer postings.

What developer tools does S&P Global use?

Docker is named in 12% of job postings at S&P Global, followed by Jenkins (12%), Git (11%), Terraform (11%).

Docker 34 12% required in 71% · 16 open now · since Jan 2026
Jenkins 34 12% required in 71% · 16 open now · since Jan 2026
Git 33 11% required in 61% · 11 open now · since Jan 2026
Terraform 32 11% required in 78% · 12 open now · since Jan 2026
Microsoft Excel 29 10% required in 59% · 18 open now · since Aug 2026
Copilot 19 7% required in 63% · 6 open now · since Jul 2026
Rest API 15 5% required in 87% · 5 open now · since Jun 2026
Prometheus 15 5% required in 47% · 6 open now · since Jan 2026
Show all (85)
CloudFormation13
Model Context Protocol11
Alteryx9
Claude Code7
GraphQL7
Jsonnet6
JMeter6
DVC5
Adobe Photoshop5
pySpark5
AWS Glue4
Nmap4
Maven4
Ansible4
Adobe Illustrator3
Nessus3
Pulumi3
Gradle3
YARA3
Apache HTTP Server3
Informatica3
Bicep2
Cursor2
Knative2
gRPC2
AutoGPT2
Canva2
Google ADK2
Storybook2
Adobe After Effects2
Apache NiFi2
ArgoCD2

And 45 more, each named in fewer postings.

What AI and ML technologies does S&P Global use?

LLM is named in 15% of job postings at S&P Global, followed by Claude (5%), Gemini (2%), ChatGPT (2%).

LLM 43 15% required in 95% · 19 open now · since Jan 2026
Claude 15 5% required in 93% · 6 open now · since Jan 2026
Gemini 7 2% required in 100% · 2 open now · since Jan 2026
ChatGPT 7 2% required in 14% · 1 open now · since Jul 2026
Llama 4 1% required in 75% · since Jul 2026
Midjourney 1 <1% optional · 1 open now · since Aug 2026

Which engineering practices does S&P Global ask for?

CI/CD is named in 28% of job postings at S&P Global, followed by AI Agents (23%), Machine Learning (20%), ETL/ELT (8%).

CI/CD 80 28% required in 75% · 35 open now · since Jan 2026
AI Agents 66 23% required in 92% · 36 open now · since Jan 2026
Machine Learning 56 20% required in 82% · 31 open now · since Jan 2026
ETL/ELT 24 8% required in 71% · 9 open now · since Jun 2026
IAM 18 6% required in 89% · 11 open now · since Jul 2026
NLP 17 6% required in 94% · 6 open now · since Jul 2026
RAG 17 6% required in 82% · 9 open now · since Jul 2026
Agentic Workflows 15 5% required in 100% · 6 open now · since Jul 2026
Show all (64)
Prompt Engineering15
Platform Engineering13
Speech Recognition12
Incident Management10
LLM Guardrails9
Anomaly Detection8
Shift-Left8
SOAP7
Fine-tuning6
Human-in-the-Loop6
Knowledge Graph6
Context Engineering5
Edge AI5
Multi-Agent Systems5
Red Teaming5
Multimodal AI4
SLI/SLO/SLA4
Self-Healing4
DNS4
Computer Vision3
DeFi3
Embeddings3
Explainable AI3
Function Calling3
FinOps3
LLMOps3
Master Data Management3
TCP/IP3
Rolling Update3
AIOps2
Clean Architecture2
Configuration Management2

And 24 more, each named in fewer postings.

What does each S&P Global team work with?

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

Backend

39 postings
AWS25
SQL22
Java17
PostgreSQL14
JavaScript13
Amazon S312

Analytics

35 postings
SQL19
Python10
LLM5
Hugging Face2
LangChain2
Microsoft Excel2

Leadership

34 postings
AWS19
Azure11
GCP9
Kubernetes9
Python9
Terraform8

Product

29 postings
SQL13
Databricks6
Azure DevOps5
GCP5
Azure4
Snowflake4

Data Science

21 postings
SQL19
Python17
AWS11
Azure10
GCP6
PyTorch6

Finance

20 postings
Python11
Microsoft Excel10
SQL9
Power BI8
Alteryx7
Pandas4

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How much does S&P Global pay by technology?

Median stated pay of the postings that name each technology, against the median of all S&P Global postings with stated pay: $174k across 83 postings.

TechnologyPostings with payMedianvs company median
SQL29$150k−14%
AWS26$200k+15%
Azure23$200k+15%
Python22$164k−6%
GCP14$200k+15%
LLM12$263k+51%
Java11$155k−11%
Power BI10$164k−6%
Kubernetes8$218k+25%
JavaScript7$200k+15%

How is the S&P Global 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
Microsoft FabricSep 2026
SeabornSep 2026
Structured OutputsSep 2026
Copilot StudioSep 2026
CursorAug 2026
CucumberAug 2026
TestNGAug 2026
HallucinationAug 2026

How modern is the S&P Global stack?

Cutting-edge AI adopter 78/100

S&P Global 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 S&P Global stack in its industry?

Share of the 113 companies in the same industries, whose stack Alion knows, that use each technology.

Python74%
SQL62%
AWS55%
Azure39%
GCP36%
LLM40%
Power BI25%
Kubernetes49%
PostgreSQL46%
Java39%

Questions about the S&P Global tech stack

What programming languages does S&P Global use?

The languages named in S&P Global job postings are Python (46%), SQL (43%), Java (13%), JavaScript (11%), TypeScript (7%), as a share of the 287 postings of the last 12 months.

Does S&P Global use LangChain?

Yes. LangChain is named in 24 of 287 job postings (8%) and required in 14 of them.

What cloud and platforms does S&P Global use?

The cloud and platforms named in S&P Global job postings are AWS (104), Azure (78), GCP (62) (postings in brackets).

What skills do you need for a Backend job at S&P Global?

Backend postings at S&P Global most often require AWS (25), SQL (22), Java (17), PostgreSQL (14), out of 39 postings in the last 12 months.

Is the S&P Global tech stack changing?

Yes. Microsoft Fabric, Seaborn, Structured Outputs, Copilot Studio first appeared in S&P Global job postings in the last six months.

How modern is the S&P Global tech stack?

S&P Global 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 S&P Global tech stack?

Alion reads every job posting S&P Global publishes and tags the technologies each one names. The figures on this page count the 287 postings of the last 12 months and were updated on Sep 29, 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, "S&P Global tech stack: 373 technologies from 287 job postings", as of Sep 29, 2026. https://alion.io/company/spglobal/technologies

Licence: CC BY-SA 4.0JSON