Lineage
Warehousing · Cold Chain

Lineage tech stack

Lineage builds mostly with SQL, Python, C++, Bash. Its stack also includes Snowflake, Power BI, Linux, MS SQL. SQL is named in 22 of the 77 job postings Lineage published in the last 12 months (29%). Counted by Alion from the job postings of Lineage, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
34
Postings analysed
77
Open now
12
Modernity
82 /100

What programming languages does Lineage use?

SQL is named in 29% of job postings at Lineage, followed by Python (16%), C++ (9%), Bash (8%).

SQL 22 29% required in 64% · 2 open now · since Sep 2026
Python 12 16% required in 58% · 1 open now · since Sep 2026
C++ 7 9% required in 100% · since Sep 2026
Bash 6 8% required in 100% · since Sep 2026
C# 6 8% required in 100% · since Sep 2026
JavaScript 6 8% required in 100% · since Sep 2026
TypeScript 6 8% required in 100% · since Sep 2026
Node JS 6 8% optional · since Sep 2026

What frameworks and libraries does Lineage use?

Nest.JS is named in 8% of job postings at Lineage, followed by React Native (8%), React.js (8%), Instructor (6%).

Nest.JS 6 8% optional · since Sep 2026
React Native 6 8% optional · since Sep 2026
React.js 6 8% optional · since Sep 2026
Instructor 5 6% required in 100% · 1 open now · since Sep 2026

What databases does Lineage use?

Snowflake is named in 17% of job postings at Lineage, followed by MS SQL (8%), Amazon Redshift (6%), Google BigQuery (6%).

Snowflake 13 17% required in 62% · 1 open now · since Sep 2026
MS SQL 6 8% optional · since Sep 2026
Amazon Redshift 5 6% optional · 1 open now · since Oct 2026
Google BigQuery 5 6% optional · 1 open now · since Oct 2026

What cloud and platforms does Lineage use?

Power BI is named in 16% of job postings at Lineage, followed by Linux (9%), Datadog (8%), Erwin (6%).

Power BI 12 16% required in 100% · 2 open now · since Aug 2026
Linux 7 9% required in 100% · since Sep 2026
Datadog 6 8% optional · since Sep 2026
Erwin 5 6% required in 100% · 1 open now · since Oct 2026
Tableau 5 6% required in 100% · 1 open now · since Oct 2026
SAP BusinessObjects 2 3% required in 100% · 1 open now · since Oct 2026

What developer tools does Lineage use?

Microsoft Excel is named in 27% of job postings at Lineage, followed by Docker (8%), Copilot (5%).

Microsoft Excel 21 27% required in 100% · 6 open now · since Sep 2026
Docker 6 8% optional · since Sep 2026
Copilot 4 5% required in 100% · since Oct 2026

What AI and ML technologies does Lineage use?

ChatGPT is named in 5% of job postings at Lineage, followed by Claude (5%).

ChatGPT 4 5% required in 100% · since Oct 2026
Claude 4 5% required in 100% · since Oct 2026

Which engineering practices does Lineage ask for?

Machine Learning is named in 19% of job postings at Lineage, followed by Computer Vision (9%), Digital Twin (9%), ETL/ELT (6%).

Machine Learning 15 19% required in 47% · since Sep 2026
Computer Vision 7 9% required in 100% · since Sep 2026
Digital Twin 7 9% optional · since Sep 2026
ETL/ELT 5 6% required in 100% · 1 open now · since Oct 2026
Incident Management 4 5% required in 100% · 1 open now · since Oct 2026
SLI/SLO/SLA 3 4% required in 100% · since Sep 2026
AI Agents 2 3% required in 50% · 2 open now · since Oct 2026

What does each Lineage team work with?

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

Finance

17 postings
Microsoft Excel14
Power BI5
SAP BusinessObjects2
SQL2

Analytics

9 postings
SQL5
ChatGPT4
Claude4
Copilot4
Erwin4
Power BI4

Data Science

7 postings
C++7
Linux7
Python7
Bash6

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How modern is the Lineage stack?

Cutting-edge AI adopter 82/100

Lineage 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 Lineage stack in its industry?

Share of the 375 companies in the same industries, whose stack Alion knows, that use each technology.

SQL35%
Snowflake5%
Power BI23%
Python23%
C++7%
Linux13%
Bash4%
C#12%
Datadog5%
JavaScript23%

What sets Lineage apart

Bash4%
Nest.JS2%
React Native2%
Amazon Redshift2%
Erwin0%
Google BigQuery4%
Instructor1%

Questions about the Lineage tech stack

What programming languages does Lineage use?

The languages named in Lineage job postings are SQL (29%), Python (16%), C++ (9%), Bash (8%), C# (8%), as a share of the 77 postings of the last 12 months.

Does Lineage use Instructor?

Yes. Instructor is named in 5 of 77 job postings (6%) and required in 5 of them.

What cloud and platforms does Lineage use?

The cloud and platforms named in Lineage job postings are Power BI (12), Linux (7), Datadog (6) (postings in brackets).

What skills do you need for a Finance job at Lineage?

Finance postings at Lineage most often require Microsoft Excel (14), Power BI (5), SAP BusinessObjects (2), SQL (2), out of 17 postings in the last 12 months.

Is the Lineage tech stack changing?

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

How modern is the Lineage tech stack?

Lineage 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 Lineage tech stack?

Alion reads every job posting Lineage publishes and tags the technologies each one names. The figures on this page count the 77 postings of the last 12 months and were updated on Nov 14, 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, "Lineage tech stack: 34 technologies from 77 job postings", as of Nov 14, 2026. https://alion.io/company/onelineage/technologies

Licence: CC BY-SA 4.0JSON