USAA tech stack
USAA builds mostly with SQL, Python, SAS, Java. Its stack also includes Snowflake, Tableau, AWS, Spring Boot. SQL is named in 152 of the 578 job postings USAA published in the last 12 months (26%). Counted by Alion from the job postings of USAA, updated Nov 12, 2026.
Source: Alion
Coverage: the company's job postings of the last 12 months
Nov 12, 2026
What programming languages does USAA use?
SQL is named in 26% of job postings at USAA, followed by Python (20%), SAS (10%), Java (5%).
SQL
152 26%
required in 100% · 29 open now · since Jun 2026
Python
117 20%
required in 99% · 20 open now · since Jun 2026
SAS
55 10%
required in 100% · 8 open now · since Aug 2026
Java
31 5%
required in 58% · 1 open now · since Aug 2026
JavaScript
25 4%
required in 68% · 3 open now · since Jul 2026
C++
14 2%
required in 100% · 2 open now · since Aug 2026
Objective-C
11 2%
required in 100% · 2 open now · since Aug 2026
COBOL
11 2%
required in 82% · 4 open now · since Jul 2026
Show all (21)
Kotlin10
JCL9
PowerShell9
Node JS8
Go7
Visual Basic5
Apex4
Groovy3
Bash2
ABAP1
Ruby1
SPSS1
Swift1
What frameworks and libraries does USAA use?
Spring Boot is named in 3% of job postings at USAA, followed by PyTorch (1%), React.js (1%), Scikit-learn (1%).
Spring Boot
18 3%
required in 100% · 1 open now · since Aug 2026
PyTorch
6 1%
required in 100% · 5 open now · since Sep 2026
React.js
6 1%
required in 100% · since Sep 2026
Scikit-learn
6 1%
required in 100% · 5 open now · since Sep 2026
TensorFlow
6 1%
required in 100% · 5 open now · since Sep 2026
FastAPI
4 1%
required in 100% · since Aug 2026
Hadoop
4 1%
required in 100% · 3 open now · since Sep 2026
JUnit
4 1%
required in 100% · since Oct 2026
Show all (30)
LangChain4
Mockito4
Redux4
Streamlit3
LangGraph2
LlamaIndex2
NumPy2
Unstructured.io2
XGBoost2
CatBoost1
Cypress1
Hibernate1
LightGBM1
Lightning Web Components1
NLTK1
OpenTelemetry1
Pandas1
Playwright1
Selenium1
SwiftUI1
UIKit1
Visualforce1
What databases does USAA use?
Snowflake is named in 11% of job postings at USAA, followed by Db2 (3%), IMS (2%), Oracle (2%).
Snowflake
62 11%
required in 97% · 10 open now · since Jun 2026
Db2
17 3%
required in 100% · 6 open now · since Jul 2026
IMS
11 2%
required in 100% · 4 open now · since Jul 2026
Oracle
9 2%
required in 100% · 4 open now · since Sep 2026
PostgreSQL
6 1%
required in 100% · 3 open now · since Sep 2026
MySQL
5 1%
required in 100% · 2 open now · since Sep 2026
Cassandra
3 1%
required in 100% · 1 open now · since Sep 2026
Show all (14)
MS SQL2
Salesforce Data Cloud2
Amazon Aurora1
Apache Iceberg1
Redis1
YugabyteDB1
What cloud and platforms does USAA use?
Tableau is named in 10% of job postings at USAA, followed by AWS (9%), OpenShift (4%), Apache Kafka (4%).
Tableau
59 10%
required in 100% · 13 open now · since Jun 2026
AWS
51 9%
required in 96% · 9 open now · since Aug 2026
OpenShift
25 4%
required in 92% · 2 open now · since Aug 2026
Apache Kafka
21 4%
required in 100% · 1 open now · since Jul 2026
Azure
21 4%
required in 100% · 6 open now · since Sep 2026
Kubernetes
20 3%
required in 100% · 6 open now · since Aug 2026
GCP
18 3%
required in 100% · 2 open now · since Aug 2026
Power BI
14 2%
required in 100% · 2 open now · since Jul 2026
Show all (66)
Splunk13
Dynatrace12
GitLab12
Windows10
GitLab CI9
Datadog8
Linux7
Active Directory6
Grafana6
SAP BusinessObjects5
SIEM5
Windows Server5
Amazon SageMaker4
Crowdstrike4
Databricks4
GitHub4
Microsoft Entra ID4
TSO/ISPF4
Alation3
AppDynamics3
Kibana3
Red Hat3
Vertex AI3
AWS Bedrock2
AWS Bedrock AgentCore2
Amazon CloudWatch2
Anthropic2
CyberArk2
Figma2
Microsoft Defender2
Microsoft Sentinel2
New Relic2
And 26 more, each named in fewer postings.
What AI and ML technologies does USAA use?
LLM is named in 1% of job postings at USAA.
LLM
8 1%
required in 100% · 7 open now · since Aug 2026
Which engineering practices does USAA ask for?
Path Planning is named in 100% of job postings at USAA, followed by Machine Learning (8%), CI/CD (6%), Incident Management (5%).
Path Planning
578 100%
required in 95% · 126 open now · since Jun 2026
Machine Learning
47 8%
required in 98% · 14 open now · since Jul 2026
CI/CD
37 6%
required in 97% · 6 open now · since Jul 2026
AI Agents
25 4%
required in 100% · 7 open now · since Aug 2026
IAM
16 3%
required in 100% · 3 open now · since Aug 2026
A/B Testing
12 2%
required in 100% · 2 open now · since Aug 2026
Show all (55)
TCP/IP10
RAG9
AIOps7
Prompt Engineering7
DNS7
NLP6
Time Series5
SOAP4
Agentic Workflows3
Anomaly Detection3
Configuration Management3
LLM Guardrails3
Sentiment Analysis3
Context Engineering2
DHCP2
ETL/ELT2
Feature Store2
Function Calling2
GitOps2
Knowledge Graph2
Master Data Management2
Multi-Agent Systems2
Post-training2
Self-Healing2
BGP1
Blue-Green Deployment1
Chain-of-Thought1
Chaos Engineering1
DPO1
Dimensional Modeling1
Fine-tuning1
Hallucination1
And 15 more, each named in fewer postings.
What other technologies does USAA use?
Swift Concurrency is named in <1% of job postings at USAA.
What does each USAA team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Product
99 postings
Tableau22
SQL15
Snowflake12
SAS10
Python8
Microsoft Excel4
Analytics
69 postings
SQL47
Python32
SAS29
Snowflake14
Tableau13
Power BI4
Finance
48 postings
SQL16
Python9
SAS9
Snowflake6
Tableau6
Power BI4
Leadership
32 postings
AWS4
Snowflake4
Azure3
Tableau3
GCP2
Microsoft Entra ID2
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How much does USAA pay by technology?
Median stated pay of the postings that name each technology, against the median of all USAA postings with stated pay: $218k across 525 postings.
| Technology | Postings with pay | Median | vs company median |
| SQL | 136 | $198k | −9% |
| Python | 103 | $218k | 0% |
| Snowflake | 57 | $218k | 0% |
| Tableau | 55 | $218k | 0% |
| SAS | 52 | $218k | 0% |
| AWS | 49 | $198k | −9% |
| Java | 29 | $218k | 0% |
| JavaScript | 24 | $179k | −18% |
| OpenShift | 23 | $179k | −18% |
| Apache Kafka | 20 | $218k | 0% |
How is the USAA 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
AIOpsOct 2026
Anomaly DetectionOct 2026
Feature StoreOct 2026
PrometheusOct 2026
Self-HealingOct 2026
GitOpsOct 2026
FivetranOct 2026
Configuration ManagementOct 2026
Rising
SAS0% → 11%
Azure0% → 4%
CI/CD4% → 7%
Microsoft Excel0% → 3%
IAM0% → 3%
Falling
JavaScript14% → 3%
Node JS11% → 0%
Machine Learning14% → 7%
GCP9% → 2%
AI Agents9% → 4%
OpenShift9% → 4%
FastAPI5% → 0%
Sentiment Analysis5% → 0%
How modern is the USAA stack?
USAA scores 70 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: 1; legacy ones: 1.
How common is the USAA stack in its industry?
Share of the 2,221 companies in the same industries, whose stack Alion knows, that use each technology.
SQL67%
Python59%
Snowflake15%
Tableau20%
SAS11%
AWS37%
Java33%
JavaScript40%
OpenShift9%
Apache Kafka21%
What sets USAA apart
IMS2%
Objective-C2%
JCL4%
SAP BusinessObjects4%
Visual Basic4%
Crowdstrike3%
Mockito4%
Redux4%
TSO/ISPF1%
Alation1%
Companies with a stack like USAA
Questions about the USAA tech stack
What programming languages does USAA use?
The languages named in USAA job postings are SQL (26%), Python (20%), SAS (10%), Java (5%), JavaScript (4%), as a share of the 578 postings of the last 12 months.
Does USAA use Spring Boot?
Yes. Spring Boot is named in 18 of 578 job postings (3%) and required in 18 of them.
What cloud and platforms does USAA use?
The cloud and platforms named in USAA job postings are Tableau (59), AWS (51), OpenShift (25) (postings in brackets).
What skills do you need for a Product job at USAA?
Product postings at USAA most often require Tableau (22), SQL (15), Snowflake (12), SAS (10), out of 99 postings in the last 12 months.
Is the USAA tech stack changing?
Yes. AIOps, Anomaly Detection, Feature Store, Prometheus first appeared in USAA job postings in the last six months.
How modern is the USAA tech stack?
USAA scores 70 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: 1; legacy ones: 1.
How does Alion know the USAA tech stack?
Alion reads every job posting USAA publishes and tags the technologies each one names. The figures on this page count the 578 postings of the last 12 months and were updated on Nov 12, 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, "USAA tech stack: 224 technologies from 578 job postings", as of Nov 12, 2026. https://alion.io/company/usaa/technologies
Licence: CC BY-SA 4.0JSON