USAA
Wealth Management & Financial Advisors · Life Insurance & Annuities

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
Technologies in use
224
Postings analysed
578
Open now
126
Modernity
70 /100
New in 6 months
8

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
Google BigQuery 3 1% required in 100% · since Jul 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 developer tools does USAA use?

Docker is named in 3% of job postings at USAA, followed by Git (3%), Rest API (3%), Microsoft Excel (3%).

Docker 20 3% required in 100% · 4 open now · since Aug 2026
Git 19 3% required in 95% · 3 open now · since Aug 2026
Rest API 18 3% required in 100% · since Aug 2026
Microsoft Excel 18 3% required in 89% · 3 open now · since Sep 2026
Ansible 13 2% required in 100% · 3 open now · since Sep 2026
Terraform 9 2% required in 100% · 3 open now · since Sep 2026
CICS 8 1% required in 100% · 3 open now · since Jul 2026
z/OS Connect 8 1% required in 100% · 2 open now · since Jul 2026
Show all (36)
Gradle7
Maven6
Alteryx3
Puppet3
Copado2
Copilot2
Fivetran2
Helm2
IBM MQ2
Model Context Protocol2
Prometheus2
Apache Tomcat1
Bicep1
Chef1
CloudFormation1
DataStage1
GraphQL1
Hyper-V1
Keycloak1
Open Policy Agent1
Podman1
Polaris1
Semantic Kernel1
Swagger1
VictoriaMetrics1
cert-manager1
dbt1
pySpark1

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
Incident Management 30 5% required in 100% · 7 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
Platform Engineering 12 2% required in 100% · 1 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.

Swift Concurrency 1 <1% required in 100% · since Sep 2026

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.

TechnologyPostings with payMedianvs company median
SQL136$198k−9%
Python103$218k0%
Snowflake57$218k0%
Tableau55$218k0%
SAS52$218k0%
AWS49$198k−9%
Java29$218k0%
JavaScript24$179k−18%
OpenShift23$179k−18%
Apache Kafka20$218k0%

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?

Modern AI adopter 70/100

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%

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