Liftoff tech stack

Liftoff builds mostly with Python, SQL, JavaScript, Go. Its stack also includes Looker, Tableau, Playwright, Selenium. Looker is named in 7 of the 16 job postings Liftoff published in the last 12 months (44%). Counted by Alion from the job postings of Liftoff, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
25
Postings analysed
16
Open now
15
Modernity
81 /100
New in 6 months
7

What programming languages does Liftoff use?

Python is named in 19% of job postings at Liftoff, followed by SQL (19%), JavaScript (13%), Go (6%).

Python 3 19% required in 100% · 2 open now · since Aug 2026
SQL 3 19% required in 100% · 2 open now · since Aug 2026
JavaScript 2 13% required in 100% · 1 open now · since Aug 2026
Go 1 6% required in 100% · since Aug 2026
TypeScript 1 6% required in 100% · 1 open now · since Aug 2026

What frameworks and libraries does Liftoff use?

Playwright is named in 6% of job postings at Liftoff, followed by Selenium (6%).

Playwright 1 6% optional · 1 open now · since Sep 2026
Selenium 1 6% optional · 1 open now · since Sep 2026

What cloud and platforms does Liftoff use?

Looker is named in 44% of job postings at Liftoff, followed by Tableau (31%), AWS (13%), SIEM (6%).

Looker 7 44% required in 100% · 7 open now · since Jul 2026
Tableau 5 31% required in 100% · 5 open now · since Jul 2026
AWS 2 13% optional · 2 open now · since May 2026
SIEM 1 6% required in 100% · 1 open now · since May 2026
Windows 1 6% required in 100% · 1 open now · since Sep 2026
Linux 1 6% optional · 1 open now · since May 2026

What developer tools does Liftoff use?

Microsoft Excel is named in 19% of job postings at Liftoff, followed by TensorRT (6%).

Microsoft Excel 3 19% required in 100% · 3 open now · since Aug 2026
TensorRT 1 6% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Liftoff use?

LLM is named in 19% of job postings at Liftoff.

LLM 3 19% required in 67% · 3 open now · since May 2026

Which engineering practices does Liftoff ask for?

Machine Learning is named in 25% of job postings at Liftoff, followed by A/B Testing (13%), AI Agents (6%), Agentic Workflows (6%).

Machine Learning 4 25% required in 100% · 4 open now · since Mar 2026
A/B Testing 2 13% required in 100% · 2 open now · since Aug 2026
AI Agents 1 6% required in 100% · 1 open now · since Aug 2026
Agentic Workflows 1 6% required in 100% · 1 open now · since Aug 2026
Feature Store 1 6% required in 100% · 1 open now · since Sep 2026
Function Calling 1 6% required in 100% · 1 open now · since Aug 2026
State Management 1 6% required in 100% · 1 open now · since Aug 2026
Tool Use 1 6% required in 100% · 1 open now · since Aug 2026
Show all (9)
CI/CD1

What does each Liftoff team work with?

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

Marketing

4 postings
Looker4
Tableau2

Finance

3 postings
Microsoft Excel3
Looker2
Tableau2

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How is the Liftoff 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.

First appeared
JavaScriptAug 2026
PythonAug 2026
SQLAug 2026
A/B TestingAug 2026
Microsoft ExcelAug 2026
LookerJul 2026
TableauJul 2026

How modern is the Liftoff stack?

Cutting-edge AI adopter 81/100

Liftoff scores 81 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 Liftoff stack in its industry?

Share of the 1,410 companies in the same industries, whose stack Alion knows, that use each technology.

Looker11%
Tableau12%
LLM20%
Python32%
SQL31%
AWS23%
JavaScript30%
Go10%
Linux11%
Playwright5%

Questions about the Liftoff tech stack

What programming languages does Liftoff use?

The languages named in Liftoff job postings are Python (19%), SQL (19%), JavaScript (13%), Go (6%), TypeScript (6%), as a share of the 16 postings of the last 12 months.

Does Liftoff use Looker?

Yes. Looker is named in 7 of 16 job postings (44%) and required in 7 of them.

What cloud and platforms does Liftoff use?

The cloud and platforms named in Liftoff job postings are Looker (7), Tableau (5), AWS (2) (postings in brackets).

What skills do you need for a Marketing job at Liftoff?

Marketing postings at Liftoff most often require Looker (4), Tableau (2), out of 4 postings in the last 12 months.

Is the Liftoff tech stack changing?

Yes. JavaScript, Python, SQL, A/B Testing first appeared in Liftoff job postings in the last six months.

How modern is the Liftoff tech stack?

Liftoff scores 81 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 Liftoff tech stack?

Alion reads every job posting Liftoff 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 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, "Liftoff tech stack: 25 technologies from 16 job postings", as of Oct 13, 2026. https://alion.io/company/liftoff/technologies

Licence: CC BY-SA 4.0JSON