adMarketplace tech stack

adMarketplace builds mostly with SQL, Python, Java, TypeScript. Its stack also includes Tableau, Databricks, Snowflake, ClickHouse. SQL is named in 7 of the 11 job postings adMarketplace published in the last 12 months (64%). Counted by Alion from the job postings of adMarketplace, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
38
Postings analysed
11
Open now
9
Modernity
85 /100
New in 6 months
7

What programming languages does adMarketplace use?

SQL is named in 64% of job postings at adMarketplace, followed by Python (45%), Java (9%), TypeScript (9%).

SQL 7 64% required in 86% · 5 open now · since May 2026
Python 5 45% required in 100% · 3 open now · since Aug 2026
Java 1 9% required in 100% · 1 open now · since Jun 2026
TypeScript 1 9% required in 100% · 1 open now · since Jun 2026
JavaScript 1 9% optional · 1 open now · since Jun 2026
R 1 9% optional · 1 open now · since Oct 2026

What frameworks and libraries does adMarketplace use?

Hadoop is named in 9% of job postings at adMarketplace, followed by PyTorch (9%), React.js (9%), Scikit-learn (9%).

Hadoop 1 9% required in 100% · 1 open now · since Aug 2026
PyTorch 1 9% required in 100% · 1 open now · since Aug 2026
React.js 1 9% required in 100% · 1 open now · since Jun 2026
Scikit-learn 1 9% required in 100% · 1 open now · since Aug 2026
Shiny 1 9% required in 100% · 1 open now · since Oct 2026
Spring Boot 1 9% required in 100% · 1 open now · since Jun 2026
Streamlit 1 9% required in 100% · 1 open now · since Oct 2026
TensorFlow 1 9% required in 100% · 1 open now · since Aug 2026

What databases does adMarketplace use?

Snowflake is named in 27% of job postings at adMarketplace, followed by ClickHouse (9%), MySQL (9%).

Snowflake 3 27% required in 67% · 2 open now · since Sep 2026
ClickHouse 1 9% required in 100% · 1 open now · since Jun 2026
MySQL 1 9% required in 100% · 1 open now · since Jun 2026

What cloud and platforms does adMarketplace use?

Tableau is named in 36% of job postings at adMarketplace, followed by Databricks (27%), AWS (9%), Apache Kafka (9%).

Tableau 4 36% required in 50% · 2 open now · since Sep 2026
Databricks 3 27% required in 67% · 2 open now · since Sep 2026
AWS 1 9% required in 100% · 1 open now · since Oct 2026
Apache Kafka 1 9% required in 100% · 1 open now · since Jun 2026
Spark 1 9% required in 100% · 1 open now · since Aug 2026
Power BI 1 9% optional · since Sep 2026

What developer tools does adMarketplace use?

Microsoft Excel is named in 18% of job postings at adMarketplace, followed by Rest API (18%), dbt (18%), Aider (9%).

Microsoft Excel 2 18% required in 100% · 1 open now · since Sep 2026
Rest API 2 18% required in 100% · 2 open now · since Jun 2026
dbt 2 18% required in 50% · 1 open now · since Sep 2026
Aider 1 9% required in 100% · 1 open now · since Sep 2026
GraphQL 1 9% required in 100% · 1 open now · since Jun 2026

What AI and ML technologies does adMarketplace use?

LLM is named in 27% of job postings at adMarketplace, followed by ChatGPT (9%).

LLM 3 27% required in 100% · 3 open now · since May 2026
ChatGPT 1 9% required in 100% · 1 open now · since Oct 2026

Which engineering practices does adMarketplace ask for?

A/B Testing is named in 18% of job postings at adMarketplace, followed by Recommender Systems (18%), Agentic Workflows (9%), CI/CD (9%).

A/B Testing 2 18% required in 100% · 1 open now · since May 2026
Recommender Systems 2 18% required in 100% · 2 open now · since Aug 2026
Agentic Workflows 1 9% required in 100% · 1 open now · since Jun 2026
CI/CD 1 9% required in 100% · 1 open now · since Jun 2026
Feature Store 1 9% required in 100% · 1 open now · since May 2026
Fine-tuning 1 9% required in 100% · 1 open now · since Aug 2026
Machine Learning 1 9% required in 100% · 1 open now · since Aug 2026
Reinforcement Learning 1 9% required in 100% · 1 open now · since Aug 2026

What does each adMarketplace team work with?

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

Analytics

4 postings
Python4
SQL3
Databricks2
Snowflake2
Tableau2

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How is the adMarketplace 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
DatabricksSep 2026
SnowflakeSep 2026
dbtSep 2026
TableauSep 2026
Microsoft ExcelSep 2026
PythonAug 2026
Recommender SystemsAug 2026

How modern is the adMarketplace stack?

Cutting-edge AI adopter 85/100

adMarketplace scores 85 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 adMarketplace stack in its industry?

Share of the 1,531 companies in the same industries, whose stack Alion knows, that use each technology.

SQL37%
Python36%
Tableau15%
Databricks7%
LLM21%
Snowflake11%
AWS26%
Apache Kafka14%
ChatGPT17%
ClickHouse6%

Questions about the adMarketplace tech stack

What programming languages does adMarketplace use?

The languages named in adMarketplace job postings are SQL (64%), Python (45%), Java (9%), TypeScript (9%), JavaScript (9%), as a share of the 11 postings of the last 12 months.

Does adMarketplace use Tableau?

Yes. Tableau is named in 4 of 11 job postings (36%) and required in 2 of them.

What cloud and platforms does adMarketplace use?

The cloud and platforms named in adMarketplace job postings are Tableau (4), Databricks (3), AWS (1) (postings in brackets).

What skills do you need for a Analytics job at adMarketplace?

Analytics postings at adMarketplace most often require Python (4), SQL (3), Databricks (2), Snowflake (2), out of 4 postings in the last 12 months.

Is the adMarketplace tech stack changing?

Yes. Databricks, Snowflake, dbt, Tableau first appeared in adMarketplace job postings in the last six months.

How modern is the adMarketplace tech stack?

adMarketplace scores 85 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 adMarketplace tech stack?

Alion reads every job posting adMarketplace publishes and tags the technologies each one names. The figures on this page count the 11 postings of the last 12 months and were updated on Oct 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, "adMarketplace tech stack: 38 technologies from 11 job postings", as of Oct 14, 2026. https://alion.io/company/admarketplace-com/technologies

Licence: CC BY-SA 4.0JSON