MAP tech stack
MAP builds mostly with SQL, JavaScript, Python, Scala. Its stack also includes Braze, AWS, BigQuery, Google BigQuery. AWS is named in 59 of the 59 job postings MAP published in the last 12 months (100%). Counted by Alion from the job postings of MAP, updated Oct 12, 2026.
What programming languages does MAP use?
SQL is named in 47% of job postings at MAP, followed by JavaScript (37%), Python (5%), Scala (3%).
What frameworks and libraries does MAP use?
Playwright is named in 2% of job postings at MAP.
Playwright
1 2%
What databases does MAP use?
BigQuery is named in 2% of job postings at MAP, followed by Google BigQuery (2%), Snowflake (2%).
BigQuery 
What cloud and platforms does MAP use?
Braze is named in 100% of job postings at MAP, followed by AWS (100%), Power BI (14%), Tableau (12%).
Braze
59 100%
AWS
59 100%
Power BI
8 14%
Tableau
7 12%
Azure
4 7%
GitHub
4 7%
Kubernetes
3 5%
Azure AKS
2 3%
Show all (13)
What developer tools does MAP use?
Git is named in 7% of job postings at MAP, followed by Cursor (3%), FluxCD (3%), Terraform (3%).
Show all (13)
What AI and ML technologies does MAP use?
ChatGPT is named in 2% of job postings at MAP, followed by Claude (2%).
Which engineering practices does MAP ask for?
AI Agents is named in 100% of job postings at MAP, followed by ETL/ELT (12%), CI/CD (7%), GitOps (3%).
What does each MAP team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Marketing
29 postingsData Science
8 postingsSolutions
3 postingsHow does your stack fit MAP?
How is the MAP 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.
How modern is the MAP stack?
MAP 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 MAP stack in its industry?
Share of the 753 companies in the same industries, whose stack Alion knows, that use each technology.
What sets MAP apart
Companies with a stack like MAP
Questions about the MAP tech stack
What programming languages does MAP use?
The languages named in MAP job postings are SQL (47%), JavaScript (37%), Python (5%), Scala (3%), TypeScript (2%), as a share of the 59 postings of the last 12 months.
Does MAP use Braze?
Yes. Braze is named in 59 of 59 job postings (100%) and required in 8 of them.
What cloud and platforms does MAP use?
The cloud and platforms named in MAP job postings are Braze (59), AWS (59), Power BI (8) (postings in brackets).
What skills do you need for a Marketing job at MAP?
Marketing postings at MAP most often require JavaScript (12), SQL (12), Braze (7), out of 29 postings in the last 12 months.
Is the MAP tech stack changing?
Yes. Python, GCP, Scala, Spark first appeared in MAP job postings in the last six months.
How modern is the MAP tech stack?
MAP 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 MAP tech stack?
Alion reads every job posting MAP publishes and tags the technologies each one names. The figures on this page count the 59 postings of the last 12 months and were updated on Oct 12, 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, "MAP tech stack: 43 technologies from 59 job postings", as of Oct 12, 2026. https://alion.io/company/vml-map/technologies