Demandbase tech stack

Demandbase builds mostly with Python, SQL, Scala, Java. Its stack also includes AWS, GCP, Snowflake, Aerospike. Python is named in 3 of the 10 job postings Demandbase published in the last 12 months (30%). Counted by Alion from the job postings of Demandbase, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
62
Postings analysed
10
Open now
8
Modernity
88 /100
New in 6 months
6

What programming languages does Demandbase use?

Python is named in 30% of job postings at Demandbase, followed by SQL (30%), Scala (20%), Java (10%).

Python 3 30% required in 100% · 2 open now · since Jul 2026
SQL 3 30% required in 67% · 2 open now · since Aug 2026
Scala 2 20% required in 100% · 1 open now · since Jul 2026
Java 1 10% required in 100% · since Jul 2026
TypeScript 1 10% required in 100% · 1 open now · since Aug 2026
JavaScript 1 10% optional · 1 open now · since Aug 2026

What frameworks and libraries does Demandbase use?

Pandas is named in 10% of job postings at Demandbase, followed by React.js (10%), LiteLLM (10%).

Pandas 1 10% required in 100% · 1 open now · since Aug 2026
React.js 1 10% required in 100% · 1 open now · since Aug 2026
LiteLLM 1 10% optional · 1 open now · since Jul 2026

What databases does Demandbase use?

Snowflake is named in 20% of job postings at Demandbase, followed by Aerospike (10%), BigQuery (10%), Google BigQuery (10%).

Snowflake 2 20% required in 100% · 1 open now · since Jul 2026
Aerospike 1 10% required in 100% · since Jul 2026
BigQuery 1 10% required in 100% · since Sep 2026
Google BigQuery 1 10% required in 100% · since Sep 2026
PostgreSQL 1 10% required in 100% · since Jul 2026
Redis 1 10% required in 100% · since Jul 2026
ClickHouse 1 10% optional · 1 open now · since Jul 2026

What cloud and platforms does Demandbase use?

AWS is named in 30% of job postings at Demandbase, followed by GCP (30%), Kubernetes (20%), Apache Kafka (20%).

AWS 3 30% required in 67% · 3 open now · since Jul 2026
GCP 3 30% required in 33% · 3 open now · since Jul 2026
Kubernetes 2 20% required in 100% · 2 open now · since Jul 2026
Apache Kafka 2 20% required in 50% · 1 open now · since Jul 2026
Databricks 1 10% required in 100% · 1 open now · since Aug 2026
Figma 1 10% required in 100% · 1 open now · since Aug 2026
Looker 1 10% required in 100% · 1 open now · since Sep 2026
Power BI 1 10% required in 100% · 1 open now · since Sep 2026
Show all (17)
Spark1
Tableau1
Amazon EKS1
Arize Phoenix1
Azure1
Datadog1
GitLab CI1
Grafana1
LangSmith1

What developer tools does Demandbase use?

Model Context Protocol is named in 20% of job postings at Demandbase, followed by Docker (10%), Terraform (10%), Braintrust (10%).

Model Context Protocol 2 20% required in 100% · 2 open now · since Aug 2026
Docker 1 10% required in 100% · 1 open now · since Aug 2026
Terraform 1 10% required in 100% · 1 open now · since Jul 2026
Braintrust 1 10% optional · 1 open now · since Jul 2026
Karpenter 1 10% optional · 1 open now · since Jul 2026
Loki 1 10% optional · 1 open now · since Jul 2026
Prometheus 1 10% optional · 1 open now · since Jul 2026

What AI and ML technologies does Demandbase use?

LLM is named in 30% of job postings at Demandbase, followed by ChatGPT (10%), Claude (10%).

LLM 3 30% required in 100% · 3 open now · since Apr 2026
ChatGPT 1 10% optional · since Sep 2026
Claude 1 10% optional · since Sep 2026

Which engineering practices does Demandbase ask for?

AI Agents is named in 50% of job postings at Demandbase, followed by LLM Guardrails (30%), RAG (30%), A/B Testing (20%).

AI Agents 5 50% required in 100% · 4 open now · since Apr 2026
LLM Guardrails 3 30% required in 100% · 3 open now · since Jul 2026
RAG 3 30% required in 100% · 3 open now · since Apr 2026
A/B Testing 2 20% required in 100% · 1 open now · since Apr 2026
CI/CD 2 20% required in 100% · 1 open now · since Jul 2026
Function Calling 2 20% required in 100% · 2 open now · since Apr 2026
NLP 2 20% required in 100% · 2 open now · since Apr 2026
Agentic Workflows 1 10% required in 100% · 1 open now · since Aug 2026
Show all (19)
Embeddings1
Fine-tuning1
GitOps1
Human-in-the-Loop1
Knowledge Graph1
Machine Learning1
Reranking1
Tool Use1
FinOps1
LLMOps1
Prompt Engineering1

How does your stack fit Demandbase?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the Demandbase 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
SQLAug 2026
Model Context ProtocolAug 2026
LLM GuardrailsJul 2026
AWSJul 2026
GCPJul 2026
KubernetesJul 2026

How modern is the Demandbase stack?

Cutting-edge AI adopter 88/100

Demandbase scores 88 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: 3; legacy ones: 0.

How common is the Demandbase stack in its industry?

Share of the 358 companies in the same industries, whose stack Alion knows, that use each technology.

AWS39%
GCP24%
LLM32%
Python48%
SQL43%
Apache Kafka16%
Kubernetes25%
Scala4%
Snowflake16%
Aerospike1%

Questions about the Demandbase tech stack

What programming languages does Demandbase use?

The languages named in Demandbase job postings are Python (30%), SQL (30%), Scala (20%), Java (10%), TypeScript (10%), as a share of the 10 postings of the last 12 months.

Does Demandbase use AWS?

Yes. AWS is named in 3 of 10 job postings (30%) and required in 2 of them.

What cloud and platforms does Demandbase use?

The cloud and platforms named in Demandbase job postings are AWS (3), GCP (3), Kubernetes (2) (postings in brackets).

Is the Demandbase tech stack changing?

Yes. SQL, Model Context Protocol, LLM Guardrails, AWS first appeared in Demandbase job postings in the last six months.

How modern is the Demandbase tech stack?

Demandbase scores 88 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: 3; legacy ones: 0.

How does Alion know the Demandbase tech stack?

Alion reads every job posting Demandbase publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Sep 30, 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, "Demandbase tech stack: 62 technologies from 10 job postings", as of Sep 30, 2026. https://alion.io/company/demandbase/technologies

Licence: CC BY-SA 4.0JSON