UBDS Digital tech stack

UBDS Digital builds mostly with Python, SQL, PowerShell, TypeScript. Its stack also includes Azure, AWS, Amazon Redshift, Pandas. Azure is named in 23 of the 31 job postings UBDS Digital published in the last 12 months (74%). Counted by Alion from the job postings of UBDS Digital, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
95
Postings analysed
31
Open now
14
Modernity
79 /100
New in 6 months
8

What programming languages does UBDS Digital use?

Python is named in 48% of job postings at UBDS Digital, followed by SQL (35%), PowerShell (13%), TypeScript (10%).

Python 15 48% required in 87% · 9 open now · since Feb 2026
SQL 11 35% required in 100% · 6 open now · since Feb 2026
PowerShell 4 13% required in 75% · 3 open now · since Jun 2026
TypeScript 3 10% required in 67% · 1 open now · since Jun 2026
C# 2 6% required in 100% · 1 open now · since Jul 2026
JavaScript 2 6% required in 50% · 1 open now · since Sep 2026
C++ 1 3% required in 100% · 1 open now · since Aug 2026

What frameworks and libraries does UBDS Digital use?

Pandas is named in 6% of job postings at UBDS Digital, followed by Pytest (6%), ASP.NET Core (3%), Cypress (3%).

Pandas 2 6% required in 100% · 1 open now · since Feb 2026
Pytest 2 6% required in 100% · 1 open now · since Apr 2026
ASP.NET Core 1 3% required in 100% · 1 open now · since Jul 2026
Cypress 1 3% required in 100% · since Sep 2026
Entity Framework Core 1 3% required in 100% · 1 open now · since Jul 2026
Playwright 1 3% required in 100% · since Sep 2026
Selenium 1 3% required in 100% · since Sep 2026
LangChain 1 3% optional · since Jul 2026

What databases does UBDS Digital use?

Amazon Redshift is named in 13% of job postings at UBDS Digital, followed by Azure SQL Database (3%), OpenSearch (3%), PostgreSQL (3%).

Amazon Redshift 4 13% required in 100% · 3 open now · since Feb 2026
Azure SQL Database 1 3% required in 100% · 1 open now · since Jul 2026
OpenSearch 1 3% required in 100% · 1 open now · since Jun 2026
PostgreSQL 1 3% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does UBDS Digital use?

Azure is named in 74% of job postings at UBDS Digital, followed by AWS (52%), Databricks (23%), GitHub (16%).

Azure 23 74% required in 91% · 7 open now · since Jun 2025
AWS 16 52% required in 94% · 9 open now · since Feb 2026
Databricks 7 23% required in 86% · 2 open now · since Feb 2026
GitHub 5 16% required in 100% · 3 open now · since Jun 2026
Spark 5 16% required in 60% · 3 open now · since Feb 2026
Azure DevOps 4 13% required in 100% · 2 open now · since Jul 2026
OpenAI 4 13% required in 100% · since May 2026
Apache Kafka 4 13% required in 50% · 3 open now · since Apr 2026
Show all (35)
Kubernetes4
Anthropic3
GitLab3
Microsoft Fabric3
Microsoft Entra ID3
AWS Lambda2
Amazon ECS2
Amazon EKS2
Amazon SageMaker2
Linux2
Power BI2
Tableau2
Windows2
AWS Bedrock2
Azure AKS2
.NET1
AWS Step Functions1
Airflow1
Amazon S31
GitHub Actions1
GitLab CI1
Perplexity1
Postman1
RTOS1
Zscaler1
Amazon CloudWatch1
RabbitMQ1

What developer tools does UBDS Digital use?

Terraform is named in 29% of job postings at UBDS Digital, followed by Git (23%), Bicep (13%), pySpark (13%).

Terraform 9 29% required in 89% · 6 open now · since Oct 2025
Git 7 23% required in 100% · 4 open now · since Feb 2026
Bicep 4 13% required in 100% · 2 open now · since Jul 2026
pySpark 4 13% required in 100% · 2 open now · since Feb 2026
Docker 4 13% required in 75% · 4 open now · since Jun 2026
Copilot 2 6% required in 100% · since Jul 2026
Model Context Protocol 2 6% required in 100% · since May 2026
FortiGate 1 3% required in 100% · 1 open now · since Aug 2026
Show all (11)
Rest API1
Azure Data Factory1
CloudFormation1

What AI and ML technologies does UBDS Digital use?

Claude is named in 10% of job postings at UBDS Digital, followed by LLM (3%).

Claude 3 10% required in 100% · since May 2026
LLM 1 3% required in 100% · since Sep 2026

Which engineering practices does UBDS Digital ask for?

CI/CD is named in 52% of job postings at UBDS Digital, followed by AI Agents (16%), RAG (16%), Machine Learning (13%).

CI/CD 16 52% required in 100% · 9 open now · since Feb 2026
AI Agents 5 16% required in 100% · 1 open now · since May 2026
RAG 5 16% required in 100% · since May 2026
Machine Learning 4 13% required in 75% · 2 open now · since May 2026
ETL/ELT 3 10% required in 100% · 2 open now · since Apr 2026
DNS 3 10% required in 67% · 1 open now · since Oct 2025
Platform Engineering 3 10% required in 67% · since Jun 2026
Shift-Left 2 6% required in 100% · 1 open now · since Apr 2026
Show all (28)
BGP1
Context Engineering1
DHCP1
Data Augmentation1
Fine-tuning1
IAM1
Incident Management1
LLM Guardrails1
NLP1
OSPF1
Pre-training1
Prompt Engineering1
RLHF1
Reinforcement Learning1
Synthetic Data1
Tokenization1
VPN1
Configuration Management1
GitOps1
Hallucination1

What does each UBDS Digital team work with?

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

DevOps

10 postings
Azure7
Terraform6
AWS4
GitHub4
Python4
Bicep3

Solutions

4 postings
AWS3
Azure3
SQL2

QA

3 postings
SQL3
AWS2
Apache Kafka2
Azure2
Pytest2
Python2

Data Science

3 postings
AWS3
Amazon Redshift3
Python3
SQL3
AWS Lambda2
Git2

AI/ML

3 postings
Python3
Amazon SageMaker2
Anthropic2
Azure2
Claude2
Databricks2

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How is the UBDS Digital 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
JavaScriptSep 2026
Azure DevOpsJul 2026
BicepJul 2026
Microsoft Entra IDJul 2026
C#Jul 2026
Azure AKSJul 2026
CopilotJul 2026
Platform EngineeringJun 2026

How modern is the UBDS Digital stack?

Cutting-edge AI adopter 79/100

UBDS Digital 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 UBDS Digital stack in its industry?

Share of the 1,000 companies in the same industries, whose stack Alion knows, that use each technology.

Azure45%
AWS50%
Python60%
SQL44%
Databricks9%
GitHub23%
Spark11%
Amazon Redshift5%
Apache Kafka20%
Azure DevOps11%

What sets UBDS Digital apart

Microsoft Fabric3%

Questions about the UBDS Digital tech stack

What programming languages does UBDS Digital use?

The languages named in UBDS Digital job postings are Python (48%), SQL (35%), PowerShell (13%), TypeScript (10%), C# (6%), as a share of the 31 postings of the last 12 months.

Does UBDS Digital use Pandas?

Yes. Pandas is named in 2 of 31 job postings (6%) and required in 2 of them.

What cloud and platforms does UBDS Digital use?

The cloud and platforms named in UBDS Digital job postings are Azure (23), AWS (16), Databricks (7) (postings in brackets).

What skills do you need for a DevOps job at UBDS Digital?

DevOps postings at UBDS Digital most often require Azure (7), Terraform (6), AWS (4), GitHub (4), out of 10 postings in the last 12 months.

Is the UBDS Digital tech stack changing?

Yes. JavaScript, Azure DevOps, Bicep, Microsoft Entra ID first appeared in UBDS Digital job postings in the last six months.

How modern is the UBDS Digital tech stack?

UBDS Digital 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 UBDS Digital tech stack?

Alion reads every job posting UBDS Digital publishes and tags the technologies each one names. The figures on this page count the 31 postings of the last 12 months and were updated on Sep 26, 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, "UBDS Digital tech stack: 95 technologies from 31 job postings", as of Sep 26, 2026. https://alion.io/company/ubds-digital/technologies

Licence: CC BY-SA 4.0JSON