LumiQ tech stack

LumiQ builds mostly with Python, SQL, Java, Perl. Its stack also includes Kubernetes, PostgreSQL, AWS, ElasticSearch. Python is named in 5 of the 8 job postings LumiQ published in the last 12 months (63%). Counted by Alion from the job postings of LumiQ, updated Oct 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 27, 2026
Technologies in use
39
Postings analysed
8
Open now
6
Modernity
82 /100

What programming languages does LumiQ use?

Python is named in 63% of job postings at LumiQ, followed by SQL (50%), Java (13%), Perl (13%).

Python 5 63% required in 100% · 5 open now · since Sep 2026
SQL 4 50% required in 100% · 4 open now · since Sep 2026
Java 1 13% required in 100% · 1 open now · since Oct 2026
Perl 1 13% required in 100% · 1 open now · since Oct 2026
JavaScript 1 13% optional · 1 open now · since Oct 2026

What frameworks and libraries does LumiQ use?

NumPy is named in 25% of job postings at LumiQ, followed by Polars (25%), FastAPI (13%), Hadoop (13%).

NumPy 2 25% required in 100% · 2 open now · since Oct 2026
Polars 2 25% required in 100% · 2 open now · since Oct 2026
FastAPI 1 13% required in 100% · 1 open now · since Oct 2026
Hadoop 1 13% required in 100% · 1 open now · since Oct 2026
Pandas 1 13% required in 100% · 1 open now · since Oct 2026

What databases does LumiQ use?

PostgreSQL is named in 50% of job postings at LumiQ, followed by ElasticSearch (25%), MS SQL (25%), MySQL (25%).

PostgreSQL 4 50% required in 100% · 4 open now · since Oct 2026
ElasticSearch 2 25% required in 100% · 2 open now · since Oct 2026
MS SQL 2 25% required in 100% · 2 open now · since Oct 2026
MySQL 2 25% required in 100% · 2 open now · since Oct 2026
Snowflake 2 25% required in 50% · 1 open now · since Aug 2026
Delta Lake 1 13% required in 100% · 1 open now · since Oct 2026
Oracle 1 13% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does LumiQ use?

Kubernetes is named in 50% of job postings at LumiQ, followed by AWS (38%), Azure (25%), Apache Kafka (13%).

Kubernetes 4 50% required in 100% · 4 open now · since Oct 2026
AWS 3 38% required in 67% · 3 open now · since Oct 2026
Azure 2 25% required in 50% · 2 open now · since Oct 2026
Apache Kafka 1 13% required in 100% · 1 open now · since Oct 2026
Figma 1 13% required in 100% · since Aug 2026
GitHub Actions 1 13% required in 100% · 1 open now · since Oct 2026
Linux 1 13% required in 100% · 1 open now · since Oct 2026
Spark 1 13% required in 100% · 1 open now · since Oct 2026
Show all (11)
Unix1
GCP1
RabbitMQ1

What developer tools does LumiQ use?

Docker is named in 50% of job postings at LumiQ, followed by Poetry (38%), Claude Code (13%), Git (13%).

Docker 4 50% required in 100% · 4 open now · since Oct 2026
Poetry 3 38% required in 100% · 3 open now · since Oct 2026
Claude Code 1 13% required in 100% · 1 open now · since Sep 2026
Git 1 13% required in 100% · 1 open now · since Oct 2026
Rest API 1 13% required in 100% · 1 open now · since Oct 2026
Swagger 1 13% required in 100% · 1 open now · since Oct 2026
pySpark 1 13% required in 100% · 1 open now · since Oct 2026

What AI and ML technologies does LumiQ use?

Claude is named in 13% of job postings at LumiQ.

Claude 1 13% required in 100% · since Aug 2026

Which engineering practices does LumiQ ask for?

ETL/ELT is named in 50% of job postings at LumiQ, followed by CI/CD (25%), Dependency Injection (13%).

ETL/ELT 4 50% required in 100% · 4 open now · since Oct 2026
CI/CD 2 25% required in 50% · 2 open now · since Oct 2026
Dependency Injection 1 13% required in 100% · 1 open now · since Oct 2026

What does each LumiQ team work with?

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

Data Science

3 postings
Docker3
Kubernetes3
Python3
SQL3
ElasticSearch2
MS SQL2

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How modern is the LumiQ stack?

Cutting-edge AI adopter 82/100

LumiQ 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: 1; legacy ones: 0.

How common is the LumiQ stack in its industry?

Share of the 288 companies in the same industries, whose stack Alion knows, that use each technology.

Python24%
Kubernetes10%
PostgreSQL10%
SQL25%
AWS15%
Azure13%
ElasticSearch1%
MS SQL4%
MySQL6%
NumPy2%

Questions about the LumiQ tech stack

What programming languages does LumiQ use?

The languages named in LumiQ job postings are Python (63%), SQL (50%), Java (13%), Perl (13%), JavaScript (13%), as a share of the 8 postings of the last 12 months.

Does LumiQ use NumPy?

Yes. NumPy is named in 2 of 8 job postings (25%) and required in 2 of them.

What cloud and platforms does LumiQ use?

The cloud and platforms named in LumiQ job postings are Kubernetes (4), AWS (3), Azure (2) (postings in brackets).

What skills do you need for a Data Science job at LumiQ?

Data Science postings at LumiQ most often require Docker (3), Kubernetes (3), Python (3), SQL (3), out of 3 postings in the last 12 months.

Is the LumiQ tech stack changing?

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

How modern is the LumiQ tech stack?

LumiQ 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: 1; legacy ones: 0.

How does Alion know the LumiQ tech stack?

Alion reads every job posting LumiQ publishes and tags the technologies each one names. The figures on this page count the 8 postings of the last 12 months and were updated on Oct 27, 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, "LumiQ tech stack: 39 technologies from 8 job postings", as of Oct 27, 2026. https://alion.io/company/lumiqlearn/technologies

Licence: CC BY-SA 4.0JSON