LiveRamp
Customer Data Platforms (CDP) & Reverse ETL · Data Marketplaces, Sharing & Clean Rooms

LiveRamp tech stack

LiveRamp builds mostly with Python, SQL, Java, Go. Its stack also includes GCP, AWS, Google BigQuery, Snowflake. GCP is named in 53 of the 94 job postings LiveRamp published in the last 12 months (56%). Counted by Alion from the job postings of LiveRamp, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
132
Postings analysed
94
Open now
25
Modernity
79 /100
New in 6 months
8

What programming languages does LiveRamp use?

Python is named in 48% of job postings at LiveRamp, followed by SQL (33%), Java (28%), Go (15%).

Python 45 48% required in 80% · 7 open now · since Jan 2026
SQL 31 33% required in 61% · 10 open now · since Mar 2026
Java 26 28% required in 88% · 3 open now · since Jun 2026
Go 14 15% required in 71% · 2 open now · since Oct 2025
TypeScript 7 7% required in 71% · 1 open now · since Aug 2026
Bash 6 6% required in 100% · 1 open now · since Jul 2026
JavaScript 6 6% required in 33% · 1 open now · since Sep 2026
Ruby 6 6% required in 33% · 1 open now · since Aug 2026
Show all (14)
Scala5
Node JS4
PowerShell4
Apex3
C++2
C#1

What frameworks and libraries does LiveRamp use?

Spring Boot is named in 4% of job postings at LiveRamp, followed by Cypress (3%), Hadoop (3%), React.js (3%).

Spring Boot 4 4% required in 100% · since Jul 2026
Cypress 3 3% required in 100% · since Sep 2026
Hadoop 3 3% required in 100% · 1 open now · since Jun 2026
React.js 3 3% required in 100% · 1 open now · since Sep 2026
Selenium 3 3% required in 100% · since Jun 2026
Sidekiq 3 3% required in 100% · since Sep 2026
JUnit 2 2% required in 100% · since Jun 2026
Lightning Web Components 2 2% required in 100% · 1 open now · since Oct 2026
Show all (20)
Nest.JS2
NumPy2
OpenTelemetry2
Redux2
Redux Toolkit2
Scikit-learn2
TestNG2
Vitest2
Alembic1
Cucumber1
Rest-Assured1
Ruby on Rails1

What databases does LiveRamp use?

Google BigQuery is named in 22% of job postings at LiveRamp, followed by Snowflake (18%), DynamoDB (7%), Cassandra (6%).

Google BigQuery 21 22% required in 38% · 6 open now · since Jun 2026
Snowflake 17 18% required in 12% · 8 open now · since Jun 2026
DynamoDB 7 7% required in 100% · 1 open now · since Jan 2026
Cassandra 6 6% required in 100% · 1 open now · since Jan 2026
ScyllaDB 6 6% required in 100% · 1 open now · since Jan 2026
Google Bigtable 4 4% optional · 1 open now · since Jun 2026
Redis 3 3% required in 100% · since Sep 2026
MySQL 2 2% required in 100% · since Aug 2026

What cloud and platforms does LiveRamp use?

GCP is named in 56% of job postings at LiveRamp, followed by AWS (46%), Kubernetes (37%), Azure (32%).

GCP 53 56% required in 68% · 13 open now · since Oct 2025
AWS 43 46% required in 74% · 10 open now · since Oct 2025
Kubernetes 35 37% required in 71% · 8 open now · since Oct 2025
Azure 30 32% required in 70% · 6 open now · since Oct 2025
Spark 12 13% required in 58% · 4 open now · since Jun 2026
Databricks 11 12% required in 9% · 5 open now · since Jun 2026
Apache Kafka 10 11% required in 60% · 2 open now · since Jun 2026
GitHub Actions 6 6% required in 100% · 1 open now · since Jul 2026
Show all (35)
Linux6
Tableau6
GitLab CI5
Redpanda5
Google GKE5
Grafana4
Datadog4
Okta4
Amazon ECS3
GitHub3
Looker3
Crowdstrike2
Figma2
Windows2
Windows Server2
Metabase2
Postman2
Airflow2
PagerDuty2
Vertex AI2
Active Directory1
Azure DevOps1
GitLab1
MuleSoft1
OpenAI1
Power BI1
Kibana1

What developer tools does LiveRamp use?

Terraform is named in 20% of job postings at LiveRamp, followed by Jenkins (17%), Rest API (16%), Docker (14%).

Terraform 19 20% required in 89% · 3 open now · since Jan 2026
Jenkins 16 17% required in 100% · 3 open now · since Jan 2026
Rest API 15 16% required in 100% · 4 open now · since May 2026
Docker 13 14% required in 69% · 2 open now · since Oct 2025
CircleCI 9 10% required in 100% · 2 open now · since Jan 2026
Git 6 6% required in 100% · since May 2026
Claude Code 6 6% required in 67% · since May 2026
Helm 6 6% required in 67% · 1 open now · since Jun 2026
Show all (27)
CloudFormation5
Model Context Protocol4
Spinnaker4
Prometheus3
ArgoCD3
Chef2
Copilot2
Cursor2
Puppet2
Vite2
Webpack2
Yarn2
dbt2
Gradle2
Swagger2
Ansible1
JMeter1
Microsoft Excel1
TestRail1

What AI and ML technologies does LiveRamp use?

LLM is named in 4% of job postings at LiveRamp, followed by Claude (3%).

LLM 4 4% required in 50% · 3 open now · since Aug 2026
Claude 3 3% required in 67% · 1 open now · since Jul 2026

Which engineering practices does LiveRamp ask for?

CI/CD is named in 34% of job postings at LiveRamp, followed by AI Agents (21%), Incident Management (7%), FinOps (7%).

CI/CD 32 34% required in 78% · 6 open now · since Jan 2026
AI Agents 20 21% required in 70% · 7 open now · since May 2026
Incident Management 7 7% required in 100% · 3 open now · since Aug 2026
FinOps 7 7% required in 86% · 1 open now · since Jan 2026
Configuration Management 5 5% required in 100% · since Jul 2026
Machine Learning 4 4% required in 100% · 1 open now · since Jun 2026
Platform Engineering 4 4% required in 100% · since May 2026
SLI/SLO/SLA 4 4% required in 100% · 1 open now · since May 2026
Show all (26)
SOAP4
IAM4
A/B Testing2
Anomaly Detection2
DHCP2
DNS2
State Management2
VPN2
Wi-Fi2
ETL/ELT2
Human-in-the-Loop2
Agentic Workflows2
Chaos Engineering2
Context Engineering2
Embeddings2
CAPA1
Time Series1
NLP1

What does each LiveRamp team work with?

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

Backend

31 postings
Java19
GCP17
AWS14
Kubernetes12
Python11
SQL10

DevOps

14 postings
Python14
AWS12
GCP12
Jenkins12
Kubernetes12
Terraform12

Data Science

6 postings
Python6
SQL6
Google BigQuery5
LLM2
NumPy2
Scikit-learn2

QA

4 postings
Git3
Python3
Selenium3
JUnit2
Java2
TestNG2

See the open roles

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How much does LiveRamp pay by technology?

Median stated pay of the postings that name each technology, against the median of all LiveRamp postings with stated pay: $197k across 62 postings.

TechnologyPostings with payMedianvs company median
GCP35$197k0%
Python28$195k−1%
AWS27$197k0%
SQL25$197k0%
Kubernetes23$197k0%
Google BigQuery16$197k0%
Azure15$197k0%
Java12$197k0%
Snowflake12$157k−20%
Go10$197k0%

How is the LiveRamp 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
Human-in-the-LoopOct 2026
Context EngineeringOct 2026
Lightning Web ComponentsOct 2026
CopilotSep 2026
DatadogSep 2026
PrometheusSep 2026
Anomaly DetectionSep 2026
OpenTelemetrySep 2026
Rising
Python25% → 52%
CI/CD21% → 36%
Tableau0% → 9%
JavaScript0% → 9%
Datadog0% → 6%
LLM0% → 6%
Node JS0% → 6%
DynamoDB0% → 5%
Falling
Azure58% → 23%
Apache Kafka21% → 8%
Rest API25% → 13%
Okta13% → 2%
CloudFormation8% → 5%
Configuration Management8% → 5%
GitLab CI8% → 5%
Scala8% → 5%

How modern is the LiveRamp stack?

Cutting-edge AI adopter 79/100

LiveRamp scores 79 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 LiveRamp stack in its industry?

Share of the 77 companies in the same industries, whose stack Alion knows, that use each technology.

GCP43%
Python66%
AWS55%
Kubernetes40%
SQL64%
Azure38%
Java35%
Google BigQuery30%
Snowflake39%
Go30%

What sets LiveRamp apart

ScyllaDB4%
Redpanda1%
Amazon ECS4%
Sidekiq1%

Questions about the LiveRamp tech stack

What programming languages does LiveRamp use?

The languages named in LiveRamp job postings are Python (48%), SQL (33%), Java (28%), Go (15%), TypeScript (7%), as a share of the 94 postings of the last 12 months.

Does LiveRamp use Spring Boot?

Yes. Spring Boot is named in 4 of 94 job postings (4%) and required in 4 of them.

What cloud and platforms does LiveRamp use?

The cloud and platforms named in LiveRamp job postings are GCP (53), AWS (43), Kubernetes (35) (postings in brackets).

What skills do you need for a Backend job at LiveRamp?

Backend postings at LiveRamp most often require Java (19), GCP (17), AWS (14), Kubernetes (12), out of 31 postings in the last 12 months.

Is the LiveRamp tech stack changing?

Yes. Human-in-the-Loop, Context Engineering, Lightning Web Components, Copilot first appeared in LiveRamp job postings in the last six months.

How modern is the LiveRamp tech stack?

LiveRamp scores 79 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 LiveRamp tech stack?

Alion reads every job posting LiveRamp publishes and tags the technologies each one names. The figures on this page count the 94 postings of the last 12 months and were updated on Nov 11, 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, "LiveRamp tech stack: 132 technologies from 94 job postings", as of Nov 11, 2026. https://alion.io/company/liveramp/technologies

Licence: CC BY-SA 4.0JSON