PMG tech stack
PMG builds mostly with SQL, Python, JavaScript, Node JS. Its stack also includes OpenAI, AWS, LangChain, React.js. SQL is named in 16 of the 41 job postings PMG published in the last 12 months (39%). Counted by Alion from the job postings of PMG, updated Nov 12, 2026.
What programming languages does PMG use?
SQL is named in 39% of job postings at PMG, followed by Python (37%), JavaScript (27%), Node JS (22%).
What frameworks and libraries does PMG use?
LangChain is named in 20% of job postings at PMG, followed by React.js (15%), Express (7%), Django (5%).
What databases does PMG use?
PostgreSQL is named in 10% of job postings at PMG, followed by Amazon Redshift (7%), Google BigQuery (7%), Redis (7%).
What cloud and platforms does PMG use?
OpenAI is named in 24% of job postings at PMG, followed by AWS (22%), AWS Bedrock (20%), Kubernetes (17%).
AWS
9 22%
AWS Bedrock
8 20%
Kubernetes
7 17%
Power BI
5 12%
Tableau
5 12%
GCP
4 10%
Show all (16)
What developer tools does PMG use?
Microsoft Excel is named in 39% of job postings at PMG, followed by Rest API (20%), Docker (17%), Terraform (15%).
Rest API
8 20%
Docker
7 17%
Terraform
6 15%
Ansible
5 12%
Git
4 10%
Adobe After Effects
3 7%
Adobe Photoshop
3 7%
Show all (14)
What AI and ML technologies does PMG use?
Claude is named in 5% of job postings at PMG, followed by LLM (5%).
Which engineering practices does PMG ask for?
CI/CD is named in 15% of job postings at PMG, followed by GLP (12%), AI Agents (7%), A/B Testing (5%).
CI/CD
6 15%
AI Agents
3 7%
Prompt Engineering
2 5%
Show all (9)
What does each PMG team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Marketing
14 postingsLeadership
7 postingsDevOps
5 postingsBackend
3 postingsHow does your stack fit PMG?
How is the PMG 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 PMG stack?
PMG 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 PMG stack in its industry?
Share of the 3,071 companies in the same industries, whose stack Alion knows, that use each technology.
What sets PMG apart
Companies with a stack like PMG
Questions about the PMG tech stack
What programming languages does PMG use?
The languages named in PMG job postings are SQL (39%), Python (37%), JavaScript (27%), Node JS (22%), Go (12%), as a share of the 41 postings of the last 12 months.
Does PMG use LangChain?
Yes. LangChain is named in 8 of 41 job postings (20%) and required in 8 of them.
What cloud and platforms does PMG use?
The cloud and platforms named in PMG job postings are OpenAI (10), AWS (9), AWS Bedrock (8) (postings in brackets).
What skills do you need for a Marketing job at PMG?
Marketing postings at PMG most often require Microsoft Excel (10), SQL (5), LLM (2), OpenAI (2), out of 14 postings in the last 12 months.
Is the PMG tech stack changing?
Yes. Amazon Redshift, Google BigQuery, Snowflake, dbt first appeared in PMG job postings in the last six months.
How modern is the PMG tech stack?
PMG 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 PMG tech stack?
Alion reads every job posting PMG publishes and tags the technologies each one names. The figures on this page count the 41 postings of the last 12 months and were updated on Nov 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, "PMG tech stack: 57 technologies from 41 job postings", as of Nov 12, 2026. https://alion.io/company/pmg-7/technologies