SmartLight Analytics tech stack

SmartLight Analytics builds mostly with SQL, Python. Its stack also includes Snowflake, Power BI, Tableau, Cypress. Snowflake is named in 2 of the 3 job postings SmartLight Analytics published in the last 12 months (67%). Counted by Alion from the job postings of SmartLight Analytics, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
12
Postings analysed
3
Open now
3
Modernity
73 /100

What programming languages does SmartLight Analytics use?

SQL is named in 33% of job postings at SmartLight Analytics, followed by Python (33%).

SQL 1 33% required in 100% · 1 open now · since Oct 2026
Python 1 33% optional · 1 open now · since Oct 2026

What frameworks and libraries does SmartLight Analytics use?

Cypress is named in 33% of job postings at SmartLight Analytics, followed by Playwright (33%), Selenium (33%).

Cypress 1 33% required in 100% · 1 open now · since Oct 2026
Playwright 1 33% required in 100% · 1 open now · since Oct 2026
Selenium 1 33% required in 100% · 1 open now · since Oct 2026

What databases does SmartLight Analytics use?

Snowflake is named in 67% of job postings at SmartLight Analytics.

Snowflake 2 67% required in 50% · 2 open now · since Oct 2026

What cloud and platforms does SmartLight Analytics use?

Power BI is named in 33% of job postings at SmartLight Analytics, followed by Tableau (33%).

Power BI 1 33% optional · 1 open now · since Oct 2026
Tableau 1 33% optional · 1 open now · since Oct 2026

What developer tools does SmartLight Analytics use?

dbt is named in 33% of job postings at SmartLight Analytics.

dbt 1 33% optional · 1 open now · since Oct 2026

Which engineering practices does SmartLight Analytics ask for?

CI/CD is named in 33% of job postings at SmartLight Analytics, followed by Dimensional Modeling (33%), Self-Healing (33%).

CI/CD 1 33% required in 100% · 1 open now · since Oct 2026
Dimensional Modeling 1 33% required in 100% · 1 open now · since Oct 2026
Self-Healing 1 33% required in 100% · 1 open now · since Oct 2026

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How modern is the SmartLight Analytics stack?

Modern 73/100

SmartLight Analytics scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the SmartLight Analytics stack in its industry?

Share of the 684 companies in the same industries, whose stack Alion knows, that use each technology.

Snowflake9%
Cypress2%
Playwright4%
Power BI17%
Python31%
SQL32%
Selenium4%
Tableau11%

Questions about the SmartLight Analytics tech stack

What programming languages does SmartLight Analytics use?

The languages named in SmartLight Analytics job postings are SQL (33%), Python (33%), as a share of the 3 postings of the last 12 months.

Does SmartLight Analytics use Snowflake?

Yes. Snowflake is named in 2 of 3 job postings (67%) and required in 1 of them.

What cloud and platforms does SmartLight Analytics use?

The cloud and platforms named in SmartLight Analytics job postings are Power BI (1), Tableau (1) (postings in brackets).

Is the SmartLight Analytics tech stack changing?

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

How modern is the SmartLight Analytics tech stack?

SmartLight Analytics scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the SmartLight Analytics tech stack?

Alion reads every job posting SmartLight Analytics publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 13, 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, "SmartLight Analytics tech stack: 12 technologies from 3 job postings", as of Oct 13, 2026. https://alion.io/company/smartlightanalytics/technologies

Licence: CC BY-SA 4.0JSON