opta data tech stack
opta data builds mostly with Python, Apex, C#, Java. Its stack also includes MuleSoft, MS SQL, MySQL, LangChain. Python is named in 2 of the 10 job postings opta data published in the last 12 months (20%). Counted by Alion from the job postings of opta data, updated Oct 1, 2026.
What programming languages does opta data use?
Python is named in 20% of job postings at opta data, followed by Apex (20%), C# (10%), Java (10%).
What frameworks and libraries does opta data use?
LangChain is named in 20% of job postings at opta data, followed by Keras (10%), MAUI (10%), PyTorch (10%).
What databases does opta data use?
MS SQL is named in 20% of job postings at opta data, followed by MySQL (20%), MariaDB (10%), PostgreSQL (10%).
What cloud and platforms does opta data use?
MuleSoft is named in 20% of job postings at opta data, followed by Airflow (10%), Anthropic (10%), Kubernetes (10%).
Airflow
1 10%
Kubernetes
1 10%
Power BI
1 10%
VMWare
1 10%
Show all (9)
What developer tools does opta data use?
Docker is named in 10% of job postings at opta data, followed by Hyper-V (10%).
What AI and ML technologies does opta data use?
LLM is named in 10% of job postings at opta data.
LLM
1 10%
Which engineering practices does opta data ask for?
Machine Learning is named in 10% of job postings at opta data, followed by Prompt Engineering (10%), RAG (10%), VPN (10%).
How does your stack fit opta data?
How is the opta data 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 opta data stack?
opta data scores 79 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: 1; legacy ones: 0.
How common is the opta data stack in its industry?
Share of the 1,120 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like opta data
Questions about the opta data tech stack
What programming languages does opta data use?
The languages named in opta data job postings are Python (20%), Apex (20%), C# (10%), Java (10%), PHP (10%), as a share of the 10 postings of the last 12 months.
Does opta data use LangChain?
Yes. LangChain is named in 2 of 10 job postings (20%) and required in 2 of them.
What cloud and platforms does opta data use?
The cloud and platforms named in opta data job postings are MuleSoft (2), Airflow (1), Anthropic (1) (postings in brackets).
Is the opta data tech stack changing?
Yes. MS SQL, MySQL, LangChain first appeared in opta data job postings in the last six months.
How modern is the opta data tech stack?
opta data scores 79 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: 1; legacy ones: 0.
How does Alion know the opta data tech stack?
Alion reads every job posting opta data publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Oct 1, 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, "opta data tech stack: 33 technologies from 10 job postings", as of Oct 1, 2026. https://alion.io/company/optadata/technologies