IV.AI tech stack
IV.AI builds mostly with Python, SQL. Its stack also includes Google BigQuery, PostgreSQL, GCP, GitHub. Python is named in 3 of the 5 job postings IV.AI published in the last 12 months (60%). Counted by Alion from the job postings of IV.AI, updated Nov 5, 2026.
What programming languages does IV.AI use?
Python is named in 60% of job postings at IV.AI, followed by SQL (40%).
What frameworks and libraries does IV.AI use?
Polars is named in 20% of job postings at IV.AI.
Polars
1 20%
What databases does IV.AI use?
Google BigQuery is named in 60% of job postings at IV.AI, followed by PostgreSQL (60%), Snowflake (20%).
What cloud and platforms does IV.AI use?
GCP is named in 40% of job postings at IV.AI, followed by GitHub (20%), Spark (20%).
What AI and ML technologies does IV.AI use?
Claude is named in 20% of job postings at IV.AI, followed by LLM (20%).
Which engineering practices does IV.AI ask for?
NLP is named in 60% of job postings at IV.AI, followed by AI Agents (40%), Agentic Workflows (40%), ETL/ELT (40%).
NLP
3 60%
AI Agents
2 40%
SLI/SLO/SLA
1 20%
What does each IV.AI team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
3 postingsHow does your stack fit IV.AI?
How is the IV.AI 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 IV.AI stack?
IV.AI 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 IV.AI stack in its industry?
Share of the 1,417 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like IV.AI
Questions about the IV.AI tech stack
What programming languages does IV.AI use?
The languages named in IV.AI job postings are Python (60%), SQL (40%), as a share of the 5 postings of the last 12 months.
Does IV.AI use GCP?
Yes. GCP is named in 2 of 5 job postings (40%) and required in 2 of them.
What cloud and platforms does IV.AI use?
The cloud and platforms named in IV.AI job postings are GCP (2), GitHub (1), Spark (1) (postings in brackets).
What skills do you need for a Data Science job at IV.AI?
Data Science postings at IV.AI most often require Python (3), GCP (2), Google BigQuery (2), out of 3 postings in the last 12 months.
Is the IV.AI tech stack changing?
Yes. AI Agents, Agentic Workflows, ETL/ELT, GCP first appeared in IV.AI job postings in the last six months.
How modern is the IV.AI tech stack?
IV.AI 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 IV.AI tech stack?
Alion reads every job posting IV.AI 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 Nov 5, 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, "IV.AI tech stack: 18 technologies from 5 job postings", as of Nov 5, 2026. https://alion.io/company/iv/technologies