Oversight tech stack
Oversight builds mostly with SQL, Python, TypeScript, JavaScript. Its stack also includes AWS, Databricks, PostgreSQL, LangChain. SQL is named in 4 of the 5 job postings Oversight published in the last 12 months (80%). Counted by Alion from the job postings of Oversight, updated Sep 27, 2026.
What programming languages does Oversight use?
SQL is named in 80% of job postings at Oversight, followed by Python (60%), TypeScript (40%), JavaScript (40%).
What frameworks and libraries does Oversight use?
LangChain is named in 20% of job postings at Oversight, followed by LangGraph (20%), Playwright (20%), PyTorch (20%).
LangChain
1 20%
LangGraph
1 20%
Playwright
1 20%
PyTorch
1 20%
Pytest
1 20%
Ray
1 20%
Scikit-learn
1 20%
TensorFlow
1 20%
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What databases does Oversight use?
PostgreSQL is named in 40% of job postings at Oversight.
PostgreSQL
2 40%
What cloud and platforms does Oversight use?
AWS is named in 80% of job postings at Oversight, followed by Databricks (60%), Spark (40%), Bitbucket (40%).
AWS
4 80%
Databricks
3 60%
Spark
2 40%
Bitbucket
2 40%
Amazon EKS
1 20%
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What developer tools does Oversight use?
Copilot is named in 40% of job postings at Oversight, followed by Cursor (40%), Git (40%), Rest API (40%).
Copilot
2 40%
Cursor
2 40%
Git
2 40%
Rest API
2 40%
Claude Code
1 20%
Docker
1 20%
Maven
1 20%
Model Context Protocol
1 20%
Show all (9)
What AI and ML technologies does Oversight use?
Claude is named in 60% of job postings at Oversight, followed by ChatGPT (40%), GPT-4 (20%), Gemini (20%).
Which engineering practices does Oversight ask for?
CI/CD is named in 60% of job postings at Oversight, followed by AI Agents (40%), Anomaly Detection (20%), Embeddings (20%).
CI/CD
3 60%
AI Agents
2 40%
Anomaly Detection
1 20%
Embeddings
1 20%
Fine-tuning
1 20%
Multimodal AI
1 20%
Show all (11)
How does your stack fit Oversight?
How is the Oversight 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.
How modern is the Oversight stack?
Oversight scores 94 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: 5; legacy ones: 0.
How common is the Oversight stack in its industry?
Share of the 214 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Oversight
Questions about the Oversight tech stack
What programming languages does Oversight use?
The languages named in Oversight job postings are SQL (80%), Python (60%), TypeScript (40%), JavaScript (40%), Java (20%), as a share of the 5 postings of the last 12 months.
Does Oversight use AWS?
Yes. AWS is named in 4 of 5 job postings (80%) and required in 4 of them.
What cloud and platforms does Oversight use?
The cloud and platforms named in Oversight job postings are AWS (4), Databricks (3), Spark (2) (postings in brackets).
Is the Oversight tech stack changing?
Yes. Cursor, PostgreSQL, Bitbucket, ChatGPT first appeared in Oversight job postings in the last six months.
How modern is the Oversight tech stack?
Oversight scores 94 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: 5; legacy ones: 0.
How does Alion know the Oversight tech stack?
Alion reads every job posting Oversight 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 Sep 27, 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, "Oversight tech stack: 59 technologies from 5 job postings", as of Sep 27, 2026. https://alion.io/company/oversight-2/technologies