PA Consulting
Engineering Services · Management Consulting

PA Consulting tech stack

PA Consulting builds mostly with Python, SQL, JavaScript, C#. Its stack also includes Azure, AWS, Snowflake, LangChain. Azure is named in 64 of the 133 job postings PA Consulting published in the last 12 months (48%). Counted by Alion from the job postings of PA Consulting, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
151
Postings analysed
133
Open now
66
Modernity
83 /100
New in 6 months
8

What programming languages does PA Consulting use?

Python is named in 35% of job postings at PA Consulting, followed by SQL (18%), JavaScript (10%), C# (9%).

Python 47 35% required in 94% · 22 open now · since Nov 2025
SQL 24 18% required in 96% · 8 open now · since Nov 2025
JavaScript 13 10% required in 85% · 7 open now · since Oct 2025
C# 12 9% required in 100% · 7 open now · since Oct 2025
C++ 11 8% required in 91% · 6 open now · since Apr 2026
Java 8 6% required in 100% · since Oct 2025
MATLAB 6 5% required in 83% · 5 open now · since May 2026
Rust 5 4% required in 100% · 2 open now · since Apr 2026
Show all (14)
Scala5
TypeScript5
Apex2
Node JS1
PowerShell1
SAS1

What frameworks and libraries does PA Consulting use?

LangChain is named in 8% of job postings at PA Consulting, followed by LlamaIndex (6%), TruLens (4%), LangGraph (2%).

LangChain 11 8% required in 100% · 5 open now · since Feb 2026
LlamaIndex 8 6% required in 100% · 4 open now · since Feb 2026
TruLens 5 4% required in 100% · 2 open now · since Feb 2026
LangGraph 3 2% required in 100% · 2 open now · since Sep 2026
React.js 3 2% required in 100% · 1 open now · since Oct 2025
pgvector 3 2% required in 100% · 2 open now · since Sep 2026
Spring Boot 2 2% required in 100% · since Oct 2025
ASP.NET Core 1 1% required in 100% · since Oct 2025
Show all (16)
Angular1
Flask1
Flink1
Hadoop1
Lightning Web Components1
TensorFlow1
Vue.js1
STL1

What databases does PA Consulting use?

Snowflake is named in 8% of job postings at PA Consulting, followed by Amazon Redshift (4%), DynamoDB (4%), MySQL (4%).

Snowflake 11 8% required in 100% · 5 open now · since Jan 2026
Amazon Redshift 5 4% required in 100% · since Nov 2025
DynamoDB 5 4% required in 100% · since Nov 2025
MySQL 5 4% required in 100% · 4 open now · since Jan 2026
PostgreSQL 5 4% required in 40% · 3 open now · since Jan 2026
ElasticSearch 3 2% required in 100% · 2 open now · since Sep 2026
Google BigQuery 3 2% required in 100% · 2 open now · since Jan 2026
MS SQL 3 2% required in 100% · 3 open now · since Nov 2026
Show all (18)
OpenSearch3
Pinecone3
Weaviate3
Firestore2
Google Cloud Spanner2
Apache Iceberg1
Cassandra1
Delta Lake1
Google Bigtable1
Oracle1

What cloud and platforms does PA Consulting use?

Azure is named in 48% of job postings at PA Consulting, followed by AWS (47%), GCP (45%), Databricks (12%).

Azure 64 48% required in 92% · 33 open now · since Oct 2025
AWS 63 47% required in 97% · 32 open now · since Oct 2025
GCP 60 45% required in 97% · 34 open now · since Oct 2025
Databricks 16 12% required in 94% · 5 open now · since Jan 2026
AWS Lambda 12 9% required in 100% · 6 open now · since Nov 2025
Spark 12 9% required in 75% · 2 open now · since Nov 2025
Splunk 9 7% required in 100% · 7 open now · since Sep 2026
Kubernetes 8 6% required in 100% · 7 open now · since Jan 2026
Show all (40)
Linux7
OpenShift7
Amazon CloudWatch6
Power BI6
Amazon Kinesis5
Anthropic5
Hugging Face5
LangSmith5
OpenAI5
SIEM5
Microsoft Defender4
RTOS4
Vertex AI4
.NET3
Azure DevOps3
Crowdstrike3
Microsoft Sentinel3
Windows3
Apache Kafka2
GitHub Actions2
Google Cloud Run2
Zephyr OS2
Airflow1
Collibra1
Figma1
Google GKE1
Microsoft Fabric1
Agentforce1
DLP1
GitHub1
MuleSoft1
Tableau1

What developer tools does PA Consulting use?

Microsoft Excel is named in 8% of job postings at PA Consulting, followed by Docker (5%), Ansible (5%), Copilot (5%).

Microsoft Excel 10 8% required in 60% · since Sep 2026
Docker 7 5% required in 100% · 6 open now · since Jan 2026
Ansible 6 5% required in 100% · 6 open now · since Nov 2026
Copilot 6 5% required in 100% · 3 open now · since May 2026
Puppet 6 5% required in 100% · 6 open now · since Nov 2026
Chef 6 5% optional · 6 open now · since Nov 2026
Model Context Protocol 5 4% required in 100% · 3 open now · since Oct 2025
SolidWorks 5 4% required in 100% · 4 open now · since May 2026
Show all (23)
pySpark5
Claude Code3
Jenkins3
OpenAI Codex3
Terraform3
Bicep2
CloudFormation2
Git2
Rest API2
Copado1
Google ADK1
Gradle1
Great Expectations1
Maven1
dbt1

What AI and ML technologies does PA Consulting use?

LLM is named in 4% of job postings at PA Consulting, followed by ChatGPT (1%), Claude (1%), Midjourney (1%).

LLM 5 4% required in 100% · 2 open now · since Aug 2026
ChatGPT 1 1% required in 100% · 1 open now · since Nov 2026
Claude 1 1% required in 100% · 1 open now · since Nov 2026
Midjourney 1 1% required in 100% · since Aug 2026

Which engineering practices does PA Consulting ask for?

AI Agents is named in 12% of job postings at PA Consulting, followed by CI/CD (11%), RAG (10%), LLMOps (6%).

AI Agents 16 12% required in 100% · 10 open now · since Feb 2026
CI/CD 15 11% required in 60% · 9 open now · since Oct 2025
RAG 13 10% required in 92% · 6 open now · since Feb 2026
LLMOps 8 6% required in 100% · 4 open now · since Feb 2026
Machine Learning 8 6% required in 100% · 6 open now · since Jan 2026
ETL/ELT 7 5% required in 100% · 2 open now · since Nov 2025
Context Engineering 6 5% required in 100% · 3 open now · since Feb 2026
Knowledge Graph 6 5% required in 100% · 3 open now · since Feb 2026
Show all (36)
LLM Guardrails6
Human-in-the-Loop4
ISO 134854
Agentic Workflows3
IAM3
IEC 623043
ISO 149713
Wi-Fi3
Fine-tuning3
CAPA2
Design History File2
Digital Twin2
EU AI Act2
Function Calling2
NIST AI RMF2
EU MDR2
Human Factors Engineering2
Anomaly Detection1
Design Controls1
Edge AI1
IVDR1
Incident Management1
LLM Evaluation1
Master Data Management1
Multi-Agent Systems1
PKI1
Platform Engineering1
Red Teaming1

What does each PA Consulting team work with?

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

Data Science

17 postings
AWS14
Databricks10
GCP10
Azure9
Snowflake9
SQL8

Solutions

16 postings
AWS12
Azure12
GCP12

AI/ML

14 postings
AWS13
Azure13
GCP13
LangChain11
Python9
LlamaIndex8

Security

14 postings
Python6
SIEM5
SQL5
Microsoft Defender4
Crowdstrike3
Microsoft Sentinel3

Analytics

10 postings
Python9
AWS5
Azure5
C#5
C++5
GCP5

See the open roles

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How much does PA Consulting pay by technology?

Median stated pay of the postings that name each technology, against the median of all PA Consulting postings with stated pay: $48k across 16 postings.

TechnologyPostings with payMedianvs company median
Python13$48k0%
C#8$48k0%
C++7$48k0%
Azure6$49k0%
AWS6$49k0%
GCP6$49k0%
JavaScript6$49k0%
SQL6$45k−7%

How is the PA Consulting 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
.NETNov 2026
MS SQLNov 2026
Amazon CloudWatchNov 2026
AnsibleNov 2026
PuppetNov 2026
ChefNov 2026
Digital TwinOct 2026
EU AI ActOct 2026
Rising
Azure29% → 46%
C#0% → 13%
Microsoft Excel0% → 11%
JavaScript0% → 10%
Splunk0% → 10%
Docker0% → 7%
OpenShift0% → 7%
Amazon CloudWatch0% → 7%
Falling
Spark29% → 6%
SQL33% → 16%
pySpark14% → 2%
ETL/ELT14% → 3%
Power BI14% → 3%
Databricks19% → 10%
Java10% → 3%
MATLAB10% → 3%
Not named for 6 months
Spring BootMay 2026

How modern is the PA Consulting stack?

Cutting-edge AI adopter 83/100

PA Consulting scores 83 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: 4; legacy ones: 0.

How common is the PA Consulting stack in its industry?

Share of the 4,286 companies in the same industries, whose stack Alion knows, that use each technology.

Azure23%
AWS21%
GCP13%
Python33%
SQL27%
Databricks9%
JavaScript22%
AWS Lambda4%
C#15%
Spark7%

What sets PA Consulting apart

AWS Lambda4%
Splunk4%
LlamaIndex3%
OpenShift3%
Amazon CloudWatch3%
Amazon Kinesis1%
Amazon Redshift3%
Anthropic3%
DynamoDB2%
Hugging Face3%

Questions about the PA Consulting tech stack

What programming languages does PA Consulting use?

The languages named in PA Consulting job postings are Python (35%), SQL (18%), JavaScript (10%), C# (9%), C++ (8%), as a share of the 133 postings of the last 12 months.

Does PA Consulting use LangChain?

Yes. LangChain is named in 11 of 133 job postings (8%) and required in 11 of them.

What cloud and platforms does PA Consulting use?

The cloud and platforms named in PA Consulting job postings are Azure (64), AWS (63), GCP (60) (postings in brackets).

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

Data Science postings at PA Consulting most often require AWS (14), Databricks (10), GCP (10), Azure (9), out of 17 postings in the last 12 months.

Is the PA Consulting tech stack changing?

Yes. .NET, MS SQL, Amazon CloudWatch, Ansible first appeared in PA Consulting job postings in the last six months.

How modern is the PA Consulting tech stack?

PA Consulting scores 83 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: 4; legacy ones: 0.

How does Alion know the PA Consulting tech stack?

Alion reads every job posting PA Consulting publishes and tags the technologies each one names. The figures on this page count the 133 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, "PA Consulting tech stack: 151 technologies from 133 job postings", as of Nov 11, 2026. https://alion.io/company/pa-consulting/technologies

Licence: CC BY-SA 4.0JSON