Oddball tech stack
Oddball builds mostly with SQL, Python, JavaScript, Go. Its stack also includes AWS, PostgreSQL, Amazon S3, Pandas. AWS is named in 13 of the 17 job postings Oddball published in the last 12 months (76%). Counted by Alion from the job postings of Oddball, updated Sep 29, 2026.
What programming languages does Oddball use?
SQL is named in 41% of job postings at Oddball, followed by Python (35%), JavaScript (18%), Go (12%).
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What frameworks and libraries does Oddball use?
Pandas is named in 18% of job postings at Oddball, followed by PyTorch (12%), React.js (12%), Scikit-learn (12%).
Pandas
3 18%
PyTorch
2 12%
React.js
2 12%
Scikit-learn
2 12%
TensorFlow
2 12%
ASP.NET Core
1 6%
Hibernate
1 6%
JUnit
1 6%
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What databases does Oddball use?
PostgreSQL is named in 35% of job postings at Oddball, followed by Amazon Aurora (12%), Amazon Neptune (6%), MS SQL (6%).
What cloud and platforms does Oddball use?
AWS is named in 76% of job postings at Oddball, followed by Amazon S3 (29%), Azure (24%), GitHub (24%).
AWS
13 76%
Azure
4 24%
GitHub
4 24%
AWS Lambda
3 18%
Kubernetes
3 18%
Spark
3 18%
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What developer tools does Oddball use?
Rest API is named in 29% of job postings at Oddball, followed by Copilot (24%), Docker (24%), Cursor (18%).
Rest API
5 29%
Copilot
4 24%
Docker
4 24%
Cursor
3 18%
Terraform
3 18%
Argo Workflows
2 12%
CloudFormation
2 12%
Jenkins
2 12%
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What AI and ML technologies does Oddball use?
Claude is named in 18% of job postings at Oddball, followed by LLM (12%).
Which engineering practices does Oddball ask for?
CI/CD is named in 53% of job postings at Oddball, followed by ETL/ELT (18%), Anomaly Detection (12%), Embeddings (12%).
CI/CD
9 53%
Anomaly Detection
2 12%
Embeddings
2 12%
NLP
2 12%
RAG
2 12%
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What does each Oddball team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
3 postingsDevOps
3 postingsBackend
3 postingsHow does your stack fit Oddball?
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 17 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| AWS | 13 | $145k | −6% |
| SQL | 7 | $140k | −10% |
| Python | 6 | $143k | −8% |
| PostgreSQL | 6 | $140k | −10% |
| Amazon S3 | 5 | $145k | −6% |
How modern is the Oddball stack?
Oddball scores 84 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 1,260 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Oddball
Delta Air Lines
55 shared technologies
VetsEZ
57 shared technologies
IDEXX Laboratories
58 shared technologies
WhiteSnake
58 shared technologies
LexisNexis Intellectual Property Solutions
58 shared technologies
DataArt
62 shared technologies
Minfy Technologies
67 shared technologies
Epsilon
55 shared technologies
Questions about the Oddball tech stack
What programming languages does Oddball use?
The languages named in Oddball job postings are SQL (41%), Python (35%), JavaScript (18%), Go (12%), TypeScript (12%), as a share of the 17 postings of the last 12 months.
Does Oddball use Pandas?
Yes. Pandas is named in 3 of 17 job postings (18%) and required in 3 of them.
What cloud and platforms does Oddball use?
The cloud and platforms named in Oddball job postings are AWS (13), Amazon S3 (5), Azure (4) (postings in brackets).
What skills do you need for a Data Science job at Oddball?
Data Science postings at Oddball most often require AWS (3), PostgreSQL (2), SQL (2), out of 3 postings in the last 12 months.
Is the Oddball tech stack changing?
No new technology has appeared in Oddball job postings in the last six months.
How modern is the Oddball tech stack?
Oddball scores 84 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 17 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, "Oddball tech stack: 72 technologies from 17 job postings", as of Sep 29, 2026. https://alion.io/company/oddball/technologies