SG Analytics tech stack
SG Analytics builds mostly with SQL, Python, Java. Its stack also includes Azure, Spark, Delta Lake, Azure Cosmos DB. SQL is named in 4 of the 5 job postings SG Analytics published in the last 12 months (80%). Counted by Alion from the job postings of SG Analytics, updated Oct 3, 2026.
What programming languages does SG Analytics use?
SQL is named in 80% of job postings at SG Analytics, followed by Python (80%), Java (20%).
What frameworks and libraries does SG Analytics use?
Spring Boot is named in 20% of job postings at SG Analytics, followed by Spring Framework (20%), LangChain (20%), LangGraph (20%).
What databases does SG Analytics use?
Delta Lake is named in 40% of job postings at SG Analytics, followed by Azure Cosmos DB (20%), GraphDB (20%), Apache Iceberg (20%).
What cloud and platforms does SG Analytics use?
Azure is named in 80% of job postings at SG Analytics, followed by Spark (80%), Databricks (60%), Azure DevOps (40%).
Azure
4 80%
Spark
4 80%
Databricks
3 60%
Azure DevOps
2 40%
GitHub Actions
2 40%
Kubernetes
1 20%
OpenShift
1 20%
Apache Kafka
1 20%
What developer tools does SG Analytics use?
Azure Data Factory is named in 60% of job postings at SG Analytics, followed by pySpark (60%), Terraform (40%), Bicep (20%).
What AI and ML technologies does SG Analytics use?
LLM is named in 40% of job postings at SG Analytics.
LLM
2 40%
Which engineering practices does SG Analytics ask for?
CI/CD is named in 60% of job postings at SG Analytics, followed by ETL/ELT (60%), RAG (60%), A/B Testing (40%).
CI/CD
3 60%
RAG
3 60%
AI Agents
2 40%
Embeddings
2 40%
Fine-tuning
2 40%
Show all (16)
What does each SG Analytics team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
3 postingsHow does your stack fit SG Analytics?
How modern is the SG Analytics stack?
SG Analytics scores 75 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: 1; legacy ones: 0.
How common is the SG Analytics stack in its industry?
Share of the 364 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like SG Analytics
AuxoAI
32 shared technologies
Infotel Consulting
32 shared technologies
Optum
31 shared technologies
Satori Analytics
33 shared technologies
MOURI Tech
34 shared technologies
Berkley Re
33 shared technologies
https://www.linkedin.com/company/hire3-global/
32 shared technologies
Point Click Care
35 shared technologies
Questions about the SG Analytics tech stack
What programming languages does SG Analytics use?
The languages named in SG Analytics job postings are SQL (80%), Python (80%), Java (20%), as a share of the 5 postings of the last 12 months.
Does SG Analytics use Azure?
Yes. Azure is named in 4 of 5 job postings (80%) and required in 4 of them.
What cloud and platforms does SG Analytics use?
The cloud and platforms named in SG Analytics job postings are Azure (4), Spark (4), Databricks (3) (postings in brackets).
What skills do you need for a Data Science job at SG Analytics?
Data Science postings at SG Analytics most often require Azure (3), Azure Data Factory (3), Databricks (3), SQL (3), out of 3 postings in the last 12 months.
Is the SG Analytics tech stack changing?
No new technology has appeared in SG Analytics job postings in the last six months.
How modern is the SG Analytics tech stack?
SG Analytics scores 75 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: 1; legacy ones: 0.
How does Alion know the SG Analytics tech stack?
Alion reads every job posting SG Analytics publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 3, 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, "SG Analytics tech stack: 45 technologies from 5 job postings", as of Oct 3, 2026. https://alion.io/company/sganalytics/technologies