Marketdata tech stack

Marketdata builds mostly with SQL, Python, JavaScript. Its stack also includes AWS, GCP, Delta Lake, MS SQL. SQL is named in 8 of the 8 job postings Marketdata published in the last 12 months (100%). Counted by Alion from the job postings of Marketdata, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
24
Postings analysed
8
Open now
4
Modernity
77 /100

What programming languages does Marketdata use?

SQL is named in 100% of job postings at Marketdata, followed by Python (38%), JavaScript (13%).

SQL 8 100% required in 100% · 4 open now · since Aug 2026
Python 3 38% required in 100% · 3 open now · since Sep 2026
JavaScript 1 13% optional · since Sep 2026

What frameworks and libraries does Marketdata use?

NumPy is named in 13% of job postings at Marketdata, followed by Pandas (13%), Scikit-learn (13%).

NumPy 1 13% required in 100% · 1 open now · since Sep 2026
Pandas 1 13% required in 100% · 1 open now · since Sep 2026
Scikit-learn 1 13% required in 100% · 1 open now · since Sep 2026

What databases does Marketdata use?

Delta Lake is named in 13% of job postings at Marketdata, followed by MS SQL (13%), Snowflake (13%).

Delta Lake 1 13% required in 100% · 1 open now · since Sep 2026
MS SQL 1 13% required in 100% · since Aug 2026
Snowflake 1 13% required in 100% · since Sep 2026

What cloud and platforms does Marketdata use?

AWS is named in 25% of job postings at Marketdata, followed by GCP (25%), Power BI (25%), Azure (13%).

AWS 2 25% required in 100% · 1 open now · since Sep 2026
GCP 2 25% required in 100% · 1 open now · since Sep 2026
Power BI 2 25% required in 100% · 1 open now · since Sep 2026
Azure 1 13% required in 100% · 1 open now · since Sep 2026
Databricks 1 13% required in 100% · 1 open now · since Sep 2026
Looker 1 13% required in 100% · 1 open now · since Sep 2026
Spark 1 13% optional · 1 open now · since Sep 2026

What developer tools does Marketdata use?

Rest API is named in 25% of job postings at Marketdata, followed by Git (13%), pySpark (13%).

Rest API 2 25% required in 50% · since Sep 2026
Git 1 13% required in 100% · 1 open now · since Sep 2026
pySpark 1 13% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Marketdata ask for?

ETL/ELT is named in 25% of job postings at Marketdata, followed by SOAP (25%), CI/CD (13%), Machine Learning (13%).

ETL/ELT 2 25% required in 100% · 1 open now · since Sep 2026
SOAP 2 25% required in 50% · since Sep 2026
CI/CD 1 13% required in 100% · 1 open now · since Sep 2026
Machine Learning 1 13% required in 100% · 1 open now · since Sep 2026
SLI/SLO/SLA 1 13% required in 100% · since Sep 2026

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How modern is the Marketdata stack?

Cutting-edge 77/100

Marketdata scores 77 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: 0; legacy ones: 0.

How common is the Marketdata stack in its industry?

Share of the 1,069 companies in the same industries, whose stack Alion knows, that use each technology.

SQL33%
Python33%
AWS23%
GCP17%
Power BI14%
Azure14%
Databricks7%
Delta Lake3%
JavaScript29%
Looker15%

Questions about the Marketdata tech stack

What programming languages does Marketdata use?

The languages named in Marketdata job postings are SQL (100%), Python (38%), JavaScript (13%), as a share of the 8 postings of the last 12 months.

Does Marketdata use AWS?

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

What cloud and platforms does Marketdata use?

The cloud and platforms named in Marketdata job postings are AWS (2), GCP (2), Power BI (2) (postings in brackets).

Is the Marketdata tech stack changing?

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

How modern is the Marketdata tech stack?

Marketdata scores 77 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: 0; legacy ones: 0.

How does Alion know the Marketdata tech stack?

Alion reads every job posting Marketdata 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 16, 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, "Marketdata tech stack: 24 technologies from 8 job postings", as of Oct 16, 2026. https://alion.io/company/marketdata/technologies

Licence: CC BY-SA 4.0JSON