Oddball
UI/UX Design · Digital Government

Oddball tech stack

Oddball builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Azure, PostgreSQL, React.js. AWS is named in 17 of the 26 job postings Oddball published in the last 12 months (65%). Counted by Alion from the job postings of Oddball, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
90
Postings analysed
26
Open now
8
Modernity
82 /100
New in 6 months
3

What programming languages does Oddball use?

Python is named in 31% of job postings at Oddball, followed by SQL (31%), JavaScript (19%), TypeScript (15%).

Python 8 31% required in 100% · 2 open now · since May 2026
SQL 8 31% required in 88% · 2 open now · since May 2026
JavaScript 5 19% required in 80% · 1 open now · since May 2026
TypeScript 4 15% required in 100% · 1 open now · since Aug 2026
Go 3 12% required in 100% · since May 2026
Java 3 12% required in 100% · since Jul 2026
COBOL 2 8% required in 100% · since Oct 2026
PowerShell 2 8% required in 100% · since Aug 2026
Show all (11)
C#1
Node JS1
Sass1

What frameworks and libraries does Oddball use?

React.js is named in 15% of job postings at Oddball, followed by Pandas (12%), PyTorch (8%), Scikit-learn (8%).

React.js 4 15% required in 100% · 1 open now · since Aug 2026
Pandas 3 12% required in 100% · 1 open now · since Jun 2026
PyTorch 2 8% required in 100% · 1 open now · since Aug 2026
Scikit-learn 2 8% required in 100% · 1 open now · since Aug 2026
TensorFlow 2 8% required in 100% · 1 open now · since Aug 2026
ASP.NET Core 1 4% required in 100% · since Jul 2026
Apollo Client 1 4% required in 100% · since Oct 2026
Hibernate 1 4% required in 100% · since Jul 2026
Show all (11)
JUnit1
Spring Boot1
Spring MVC1

What databases does Oddball use?

PostgreSQL is named in 27% of job postings at Oddball, followed by Amazon Aurora (8%), Amazon Neptune (4%), MS SQL (4%).

PostgreSQL 7 27% required in 100% · since May 2026
Amazon Aurora 2 8% required in 100% · since Jul 2026
Amazon Neptune 1 4% required in 100% · since Sep 2026
MS SQL 1 4% required in 100% · since Jul 2026
Neo4j 1 4% required in 100% · since Sep 2026

What cloud and platforms does Oddball use?

AWS is named in 65% of job postings at Oddball, followed by Azure (27%), Amazon S3 (19%), GitHub (19%).

AWS 17 65% required in 94% · 3 open now · since May 2026
Azure 7 27% required in 100% · 4 open now · since Aug 2026
Amazon S3 5 19% required in 100% · since Jun 2026
GitHub 5 19% required in 100% · since Jul 2026
Spark 4 15% required in 100% · 2 open now · since Jun 2026
Amazon ECS 4 15% required in 75% · since May 2026
AWS Lambda 3 12% required in 100% · since Jun 2026
Amazon EC2 3 12% required in 100% · 1 open now · since Jul 2026
Show all (27)
Kubernetes3
Linux3
AWS Bedrock2
AWS Fargate2
Amazon SageMaker2
Databricks2
GCP2
GitHub Actions2
AWS Step Functions1
Amazon EKS1
Datadog1
Dynatrace1
Figma1
Power BI1
SIEM1
Splunk1
Tableau1
Windows1
Windows Server1

What developer tools does Oddball use?

Copilot is named in 19% of job postings at Oddball, followed by Rest API (19%), Terraform (19%), Docker (19%).

Copilot 5 19% required in 100% · 1 open now · since Jul 2026
Rest API 5 19% required in 100% · since May 2026
Terraform 5 19% required in 100% · 1 open now · since Jul 2026
Docker 5 19% required in 80% · since May 2026
Cursor 3 12% required in 100% · since Jul 2026
Argo Workflows 2 8% required in 100% · since Jul 2026
CICS 2 8% required in 100% · since Oct 2026
Claude Code 2 8% required in 100% · 1 open now · since Jul 2026
Show all (19)
CloudFormation2
Git2
Jenkins2
AWS Glue1
Azure Data Factory1
GraphQL1
Nessus1
Storybook1
Talend1
pySpark1
xUnit1

What AI and ML technologies does Oddball use?

Claude is named in 12% of job postings at Oddball, followed by LLM (8%).

Claude 3 12% required in 100% · since Jul 2026
LLM 2 8% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Oddball ask for?

CI/CD is named in 42% of job postings at Oddball, followed by ETL/ELT (15%), Anomaly Detection (8%), Embeddings (8%).

CI/CD 11 42% required in 82% · 3 open now · since Jul 2026
ETL/ELT 4 15% required in 100% · 1 open now · since Jun 2026
Anomaly Detection 2 8% required in 100% · 1 open now · since Aug 2026
Embeddings 2 8% required in 100% · 1 open now · since Aug 2026
Machine Learning 2 8% required in 100% · 1 open now · since Aug 2026
NLP 2 8% required in 100% · 1 open now · since Aug 2026
Platform Engineering 2 8% required in 100% · 1 open now · since Aug 2026
RAG 2 8% required in 100% · 1 open now · since Aug 2026
Show all (14)
AI Agents1
GraphRAG1
Incident Management1
Knowledge Graph1
Semantic Search1
Web Components1

What other technologies does Oddball use?

VSAM is named in 8% of job postings at Oddball.

VSAM 2 8% required in 100% · since Oct 2026

What does each Oddball team work with?

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

DevOps

7 postings
AWS7
Terraform4
Amazon EC23
Amazon ECS3
Amazon S33
GitHub3

Data Science

4 postings
AWS3
SQL3
Azure2
Databricks2
PostgreSQL2
Python2

Backend

4 postings
Go3
PostgreSQL3
Rest API3
AWS2
Docker2
Git2

Security

3 postings
AWS2
Azure2

Frontend

3 postings
Copilot3
JavaScript3
React.js3
TypeScript3
Claude2
Rest API2

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How much does Oddball pay by technology?

Median stated pay of the postings that name each technology, against the median of all Oddball postings with stated pay: $155k across 26 postings.

TechnologyPostings with payMedianvs company median
AWS17$155k0%
Python8$145k−6%
SQL8$140k−10%
Azure7$156k+1%
PostgreSQL7$140k−10%
GitHub5$155k0%
Amazon S35$145k−6%
JavaScript5$135k−13%

How is the Oddball 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
CICSOct 2026
COBOLOct 2026
VSAMOct 2026
Falling
Rest API42% → 0%
GitHub33% → 7%
Claude25% → 0%
SQL42% → 21%
Amazon ECS25% → 7%
PostgreSQL33% → 21%
Amazon S325% → 14%
Copilot25% → 14%

How modern is the Oddball stack?

Cutting-edge AI adopter 82/100

Oddball scores 82 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: 2; legacy ones: 0.

How common is the Oddball stack in its industry?

Share of the 8,013 companies in the same industries, whose stack Alion knows, that use each technology.

AWS37%
Python46%
SQL47%
Azure34%
PostgreSQL34%
Amazon S312%
GitHub18%
JavaScript52%
Amazon ECS6%
React.js33%

What sets Oddball apart

Pandas4%

Questions about the Oddball tech stack

What programming languages does Oddball use?

The languages named in Oddball job postings are Python (31%), SQL (31%), JavaScript (19%), TypeScript (15%), Go (12%), as a share of the 26 postings of the last 12 months.

Does Oddball use React.js?

Yes. React.js is named in 4 of 26 job postings (15%) and required in 4 of them.

What cloud and platforms does Oddball use?

The cloud and platforms named in Oddball job postings are AWS (17), Azure (7), Amazon S3 (5) (postings in brackets).

What skills do you need for a DevOps job at Oddball?

DevOps postings at Oddball most often require AWS (7), Terraform (4), Amazon EC2 (3), Amazon ECS (3), out of 7 postings in the last 12 months.

Is the Oddball tech stack changing?

Yes. CICS, COBOL, VSAM first appeared in Oddball job postings in the last six months.

How modern is the Oddball tech stack?

Oddball scores 82 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: 2; legacy ones: 0.

How does Alion know the Oddball tech stack?

Alion reads every job posting Oddball publishes and tags the technologies each one names. The figures on this page count the 26 postings of the last 12 months and were updated on Nov 13, 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, "Oddball tech stack: 90 technologies from 26 job postings", as of Nov 13, 2026. https://alion.io/company/oddball/technologies

Licence: CC BY-SA 4.0JSON