Validio tech stack

Validio builds mostly with SQL, Rust, Python, Go. Its stack also includes Databricks, Snowflake, Looker, BigQuery. SQL is named in 8 of the 16 job postings Validio published in the last 12 months (50%). Counted by Alion from the job postings of Validio, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
35
Postings analysed
16
Open now
15
Modernity
82 /100

What programming languages does Validio use?

SQL is named in 50% of job postings at Validio, followed by Rust (13%), Python (13%), Go (6%).

SQL 8 50% required in 88% · 8 open now · since Jul 2026
Rust 2 13% required in 100% · 2 open now · since Jul 2026
Python 2 13% required in 50% · 2 open now · since Jul 2026
Go 1 6% required in 100% · 1 open now · since Jul 2026
TypeScript 1 6% required in 100% · 1 open now · since Jul 2026
JavaScript 1 6% optional · 1 open now · since Jul 2026
Node JS 1 6% optional · 1 open now · since Jul 2026

What frameworks and libraries does Validio use?

React.js is named in 6% of job postings at Validio, followed by Vue.js (6%).

React.js 1 6% optional · 1 open now · since Jul 2026
Vue.js 1 6% optional · 1 open now · since Jul 2026

What databases does Validio use?

Snowflake is named in 38% of job postings at Validio, followed by BigQuery (25%), Google BigQuery (25%), PostgreSQL (19%).

Snowflake 6 38% required in 50% · 6 open now · since Jul 2026
BigQuery 4 25% required in 75% · 4 open now · since Jul 2026
Google BigQuery 4 25% required in 75% · 4 open now · since Jul 2026
PostgreSQL 3 19% optional · 3 open now · since Jul 2026
Redis 2 13% optional · 2 open now · since Jul 2026
TimescaleDB 1 6% optional · 1 open now · since Jul 2026

What cloud and platforms does Validio use?

Databricks is named in 38% of job postings at Validio, followed by Looker (25%), Tableau (25%), AWS (13%).

Databricks 6 38% required in 50% · 6 open now · since Jul 2026
Looker 4 25% required in 75% · 4 open now · since Jul 2026
Tableau 4 25% required in 75% · 4 open now · since Jul 2026
AWS 2 13% optional · 2 open now · since Jul 2026
GCP 2 13% optional · 2 open now · since Jul 2026
Kubernetes 2 13% optional · 2 open now · since Jul 2026
Figma 1 6% required in 100% · 1 open now · since Jul 2026
GitHub Actions 1 6% optional · 1 open now · since Jul 2026

What developer tools does Validio use?

Canva is named in 100% of job postings at Validio, followed by dbt (19%), Helm (13%), GraphQL (6%).

Canva 16 100% required in 6% · 15 open now · since Jul 2026
dbt 3 19% required in 100% · 3 open now · since Jul 2026
Helm 2 13% optional · 2 open now · since Jul 2026
GraphQL 1 6% required in 100% · 1 open now · since Jul 2026
Claude Code 1 6% optional · 1 open now · since Jul 2026
gRPC 1 6% optional · 1 open now · since Jul 2026

What AI and ML technologies does Validio use?

Claude is named in 31% of job postings at Validio, followed by LLM (6%).

Claude 5 31% required in 20% · 4 open now · since Jul 2026
LLM 1 6% required in 100% · since Jul 2026

Which engineering practices does Validio ask for?

AI Agents is named in 94% of job postings at Validio, followed by Time Series Forecasting (13%), Anomaly Detection (6%), Web Components (6%).

AI Agents 15 94% required in 100% · 14 open now · since Jul 2026
Time Series Forecasting 2 13% required in 50% · 2 open now · since Jul 2026
Anomaly Detection 1 6% required in 100% · 1 open now · since Sep 2026
Web Components 1 6% required in 100% · 1 open now · since Jul 2026

What does each Validio team work with?

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

Solutions

4 postings
SQL4
BigQuery3
Databricks3
Google BigQuery3
Looker3
Snowflake3

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How modern is the Validio stack?

Cutting-edge AI adopter 82/100

Validio 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 Validio stack in its industry?

Share of the 24 companies in the same industries, whose stack Alion knows, that use each technology.

SQL71%
Databricks50%
Snowflake54%
Claude33%
BigQuery21%
Google BigQuery21%
Looker4%
Tableau8%
PostgreSQL33%
AWS67%

What sets Validio apart

Looker4%

Questions about the Validio tech stack

What programming languages does Validio use?

The languages named in Validio job postings are SQL (50%), Rust (13%), Python (13%), Go (6%), TypeScript (6%), as a share of the 16 postings of the last 12 months.

Does Validio use Databricks?

Yes. Databricks is named in 6 of 16 job postings (38%) and required in 3 of them.

What cloud and platforms does Validio use?

The cloud and platforms named in Validio job postings are Databricks (6), Looker (4), Tableau (4) (postings in brackets).

What skills do you need for a Solutions job at Validio?

Solutions postings at Validio most often require SQL (4), BigQuery (3), Databricks (3), Google BigQuery (3), out of 4 postings in the last 12 months.

Is the Validio tech stack changing?

No new technology has appeared in Validio job postings in the last six months.

How modern is the Validio tech stack?

Validio 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 Validio tech stack?

Alion reads every job posting Validio publishes and tags the technologies each one names. The figures on this page count the 16 postings of the last 12 months and were updated on Sep 30, 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, "Validio tech stack: 35 technologies from 16 job postings", as of Sep 30, 2026. https://alion.io/company/validio/technologies

Licence: CC BY-SA 4.0JSON