Payback tech stack

Payback builds mostly with Python, SQL, Java. Its stack also includes GCP, Kubernetes, Google BigQuery, Oracle. Python is named in 7 of the 9 job postings Payback published in the last 12 months (78%). Counted by Alion from the job postings of Payback, updated Oct 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 10, 2026
Technologies in use
36
Postings analysed
9
Modernity
79 /100

What programming languages does Payback use?

Python is named in 78% of job postings at Payback, followed by SQL (67%), Java (44%).

Python 7 78% required in 100% · since Jul 2026
SQL 6 67% required in 50% · since Jul 2026
Java 4 44% required in 50% · since Jul 2026

What frameworks and libraries does Payback use?

LangChain is named in 22% of job postings at Payback, followed by LangGraph (22%), Pydantic (22%), Spring Boot (22%).

LangChain 2 22% required in 100% · since Jul 2026
LangGraph 2 22% required in 100% · since Jul 2026
Pydantic 2 22% required in 100% · since Jul 2026
Spring Boot 2 22% required in 100% · since Aug 2026
SHAP 1 11% required in 100% · since Jul 2026
SQLAlchemy 1 11% required in 100% · since Aug 2026
Scikit-learn 1 11% required in 100% · since Jul 2026

What databases does Payback use?

Google BigQuery is named in 33% of job postings at Payback, followed by Oracle (22%), PostgreSQL (11%).

Google BigQuery 3 33% required in 33% · since Jul 2026
Oracle 2 22% optional · since Jul 2026
PostgreSQL 1 11% required in 100% · since Aug 2026

What cloud and platforms does Payback use?

GCP is named in 67% of job postings at Payback, followed by Kubernetes (44%), OpenShift (33%), Vertex AI (22%).

GCP 6 67% required in 100% · since Jul 2026
Kubernetes 4 44% required in 50% · since Jul 2026
OpenShift 3 33% required in 33% · since Jul 2026
Vertex AI 2 22% required in 100% · since Jul 2026
AWS 2 22% required in 50% · since Jul 2026
Apache Kafka 2 22% optional · since Jul 2026
Spark 2 22% optional · since Jul 2026
GitHub 1 11% required in 100% · since Aug 2026
Show all (11)
GitHub Actions1
Grafana1
Kibana1

What developer tools does Payback use?

Terraform is named in 67% of job postings at Payback, followed by Docker (56%), Jenkins (33%), Poetry (22%).

Terraform 6 67% required in 100% · since Jul 2026
Docker 5 56% required in 40% · since Jul 2026
Jenkins 3 33% required in 33% · since Jul 2026
Poetry 2 22% required in 100% · since Jul 2026
Git 2 22% optional · since Jul 2026
Gradle 1 11% required in 100% · since Aug 2026
Logstash 1 11% required in 100% · since Jul 2026
Prometheus 1 11% required in 100% · since Jul 2026

Which engineering practices does Payback ask for?

CI/CD is named in 56% of job postings at Payback, followed by AI Agents (22%), AIOps (22%), Machine Learning (11%).

CI/CD 5 56% required in 100% · since Jul 2026
AI Agents 2 22% required in 100% · since Jul 2026
AIOps 2 22% required in 100% · since Jul 2026
Machine Learning 1 11% required in 100% · since Jul 2026

What does each Payback team work with?

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

Data Science

3 postings
Python3
GCP2
Poetry2
Pydantic2
Terraform2

Backend

3 postings
Docker2
GCP2
Java2
SQL2
Spring Boot2
Terraform2

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How modern is the Payback stack?

Cutting-edge 79/100

Payback 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: 0; legacy ones: 0.

How common is the Payback stack in its industry?

Share of the 132 companies in the same industries, whose stack Alion knows, that use each technology.

Python45%
GCP24%
SQL43%
Java23%
Kubernetes30%
Google BigQuery11%
OpenShift2%
AWS39%
Apache Kafka16%
LangChain6%

What sets Payback apart

OpenShift2%

Questions about the Payback tech stack

What programming languages does Payback use?

The languages named in Payback job postings are Python (78%), SQL (67%), Java (44%), as a share of the 9 postings of the last 12 months.

Does Payback use LangChain?

Yes. LangChain is named in 2 of 9 job postings (22%) and required in 2 of them.

What cloud and platforms does Payback use?

The cloud and platforms named in Payback job postings are GCP (6), Kubernetes (4), OpenShift (3) (postings in brackets).

What skills do you need for a Data Science job at Payback?

Data Science postings at Payback most often require Python (3), GCP (2), Poetry (2), Pydantic (2), out of 3 postings in the last 12 months.

Is the Payback tech stack changing?

No new technology has appeared in Payback job postings in the last six months.

How modern is the Payback tech stack?

Payback 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: 0; legacy ones: 0.

How does Alion know the Payback tech stack?

Alion reads every job posting Payback publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Oct 10, 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, "Payback tech stack: 36 technologies from 9 job postings", as of Oct 10, 2026. https://alion.io/company/payback/technologies

Licence: CC BY-SA 4.0JSON