PwC
Management Consulting · Financial Advisory, Valuation & Restructuring

PwC tech stack

PwC builds mostly with Python, SQL, ABAP, JavaScript. Its stack also includes Azure, AWS, LangChain, SAP HANA. Azure is named in 522 of the 1,755 job postings PwC published in the last 12 months (30%). Counted by Alion from the job postings of PwC, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
534
Postings analysed
1,755
Open now
964
Modernity
77 /100
New in 6 months
8

What programming languages does PwC use?

Python is named in 27% of job postings at PwC, followed by SQL (19%), ABAP (11%), JavaScript (10%).

Python 478 27% required in 87% · 239 open now · since Nov 2018
SQL 327 19% required in 88% · 167 open now · since Nov 2018
ABAP 187 11% required in 64% · 40 open now · since Nov 2020
JavaScript 180 10% required in 56% · 84 open now · since Mar 2019
Java 113 6% required in 54% · 54 open now · since Nov 2018
C# 113 6% required in 37% · 61 open now · since Mar 2019
C++ 101 6% required in 8% · 52 open now · since Oct 2022
TypeScript 86 5% required in 58% · 35 open now · since Mar 2019
Show all (33)
PowerShell53
Node JS47
Apex30
Scala26
SAS26
Go18
Bash18
MATLAB10
1C9
Kotlin9
PHP7
Perl6
Rust4
SPSS3
Dart3
R3
Groovy2
Sass2
Stata2
YARA2
Swift2
Julia1
Visual Basic1
Cython1
Ruby1

What frameworks and libraries does PwC use?

LangChain is named in 5% of job postings at PwC, followed by React.js (4%), LangGraph (3%), Hadoop (3%).

LangChain 85 5% required in 76% · 49 open now · since Feb 2025
React.js 63 4% required in 76% · 29 open now · since Mar 2023
LangGraph 54 3% required in 89% · 31 open now · since Mar 2026
Hadoop 54 3% required in 11% · 12 open now · since Nov 2018
PyTorch 40 2% required in 85% · 19 open now · since Nov 2024
TensorFlow 37 2% required in 89% · 18 open now · since Nov 2024
Angular 35 2% required in 71% · 15 open now · since Mar 2019
Selenium 31 2% required in 68% · 8 open now · since Aug 2024
Show all (124)
FastAPI30
AutoGen28
Playwright26
Web Dynpro ABAP25
CrewAI25
Transformers23
LlamaIndex21
Flask18
Spring Boot17
Scikit-learn17
NumPy11
Redux11
Express10
JUnit10
TensorFlow C++10
Hibernate9
Lightning Web Components9
Jest9
OpenAI Agents SDK9
pgvector9
Streamlit9
Cypress8
Django8
Keras8
ASP.NET Core8
FAISS8
Pytest8
DeepSpeed7
OpenTelemetry7
Next.js7
Mockito6
Pandas6

And 84 more, each named in fewer postings.

What databases does PwC use?

SAP HANA is named in 4% of job postings at PwC, followed by Snowflake (3%), Google BigQuery (3%), PostgreSQL (2%).

SAP HANA 66 4% required in 67% · 15 open now · since Jun 2024
Snowflake 55 3% required in 95% · 26 open now · since Jan 2025
Google BigQuery 50 3% required in 74% · 21 open now · since Oct 2024
PostgreSQL 41 2% required in 76% · 21 open now · since Mar 2021
MS SQL 32 2% required in 91% · 19 open now · since Jan 2025
Oracle 30 2% required in 97% · 17 open now · since Apr 2019
MySQL 23 1% required in 91% · 10 open now · since Dec 2021
Amazon Redshift 21 1% required in 38% · 7 open now · since Oct 2024
Show all (31)
SAP BW20
Azure SQL Database16
Pinecone16
Weaviate15
DynamoDB14
Delta Lake13
Db212
Redis11
Amazon Aurora9
Google Cloud Spanner9
ElasticSearch9
Milvus7
Qdrant6
Azure Cosmos DB5
Teradata5
Neo4j5
Realm4
Salesforce Data Cloud4
Chroma3
Core Data3
MongoDB1
OpenSearch1
HBase1

What cloud and platforms does PwC use?

Azure is named in 30% of job postings at PwC, followed by AWS (20%), Power BI (17%), GCP (13%).

Azure 522 30% required in 79% · 301 open now · since Mar 2019
AWS 357 20% required in 69% · 212 open now · since Oct 2022
Power BI 307 17% required in 86% · 167 open now · since Feb 2021
GCP 225 13% required in 76% · 141 open now · since Oct 2022
Kubernetes 168 10% required in 79% · 79 open now · since Apr 2019
Databricks 159 9% required in 73% · 78 open now · since Dec 2024
Azure DevOps 142 8% required in 69% · 70 open now · since May 2022
Tableau 103 6% required in 83% · 59 open now · since Feb 2021
Show all (123)
.NET80
Spark72
OpenAI69
DLP59
Windows54
GitHub Actions52
GitHub46
Linux45
Airflow45
SIEM44
SAP Fiori44
Active Directory43
Microsoft Fabric42
Copilot Studio39
Splunk37
Grafana35
Microsoft Entra ID33
Azure AKS32
MLFlow31
Apache Kafka31
Vertex AI29
GitLab CI27
Hugging Face26
Crowdstrike25
CyberArk22
Dynatrace21
Anthropic20
Microsoft Sentinel19
AWS Bedrock19
Microsoft Defender17
Amazon EKS17
Amazon SageMaker17

And 83 more, each named in fewer postings.

What developer tools does PwC use?

Alteryx is named in 15% of job postings at PwC, followed by Azure Data Factory (10%), Microsoft Excel (10%), Docker (8%).

Alteryx 263 15% required in 50% · 149 open now · since Feb 2021
Azure Data Factory 181 10% required in 18% · 93 open now · since Nov 2024
Microsoft Excel 169 10% required in 85% · 107 open now · since Sep 2018
Docker 140 8% required in 79% · 60 open now · since Apr 2019
Git 115 7% required in 92% · 38 open now · since Aug 2024
Rest API 115 7% required in 90% · 57 open now · since Apr 2019
Copilot 107 6% required in 93% · 63 open now · since Feb 2026
Terraform 70 4% required in 93% · 31 open now · since Jul 2024
Show all (107)
Jenkins57
pySpark50
Informatica48
Prometheus35
Cursor29
Model Context Protocol29
Claude Code21
CloudFormation21
Semantic Kernel19
Ansible19
Bicep17
Helm14
Gradle11
Apache HTTP Server10
JMeter10
Flowise9
Fluentd9
LIMS9
Langflow9
Talend9
Adobe Photoshop9
SSIS8
Maven8
AWS Glue8
A2A7
dbt6
GraphQL5
Nessus5
Vite5
Webpack5
gRPC5
npm5

And 67 more, each named in fewer postings.

What AI and ML technologies does PwC use?

LLM is named in 6% of job postings at PwC, followed by Claude (2%), ChatGPT (2%), Gemini (1%).

LLM 102 6% required in 94% · 53 open now · since Aug 2022
Claude 43 2% required in 93% · 18 open now · since Mar 2026
ChatGPT 35 2% required in 86% · 21 open now · since Mar 2026
Gemini 20 1% required in 100% · 11 open now · since Apr 2026
Llama 12 1% required in 100% · 4 open now · since Jul 2026
DALL-E 10 1% required in 70% · 9 open now · since Jul 2026
Mistral 8 <1% required in 13% · 2 open now · since Jul 2026
Mixtral 7 <1% required in 100% · 1 open now · since Oct 2026
Show all (15)
GPT-43
PEFT2
Kling1
Midjourney1
Qwen1
Stable Diffusion1
LoRA1

Which engineering practices does PwC ask for?

CI/CD is named in 17% of job postings at PwC, followed by Machine Learning (10%), AI Agents (9%), RAG (6%).

CI/CD 303 17% required in 83% · 136 open now · since Jan 2024
Machine Learning 167 10% required in 84% · 94 open now · since Nov 2018
AI Agents 150 9% required in 88% · 79 open now · since Mar 2026
RAG 113 6% required in 94% · 62 open now · since Feb 2025
ETL/ELT 108 6% required in 81% · 47 open now · since Feb 2021
IAM 89 5% required in 88% · 55 open now · since Jan 2024
Incident Management 78 4% required in 50% · 26 open now · since Oct 2024
Prompt Engineering 69 4% required in 86% · 27 open now · since Jan 2026
Show all (94)
NLP43
SOAP41
Platform Engineering26
EU AI Act24
DNS24
Fine-tuning23
Embeddings22
Multi-Agent Systems22
FinOps20
Master Data Management19
Semantic Search18
TCP/IP18
Dimensional Modeling17
LLMOps17
Human-in-the-Loop15
Function Calling14
Agentic Workflows14
LLM Guardrails11
VPN11
Red Teaming11
Computer Vision11
State Management10
Time Series10
Configuration Management9
OCR9
DHCP8
Service Mesh8
Mixture of Experts7
Reranking7
Anomaly Detection7
Knowledge Distillation6
Knowledge Graph6

And 54 more, each named in fewer postings.

What other technologies does PwC use?

CDS Views is named in 2% of job postings at PwC, followed by Optimism (<1%), SAP BAPI (<1%), ABAP on HANA (<1%).

CDS Views 34 2% required in 100% · 5 open now · since Jun 2024
Optimism 5 <1% optional · 3 open now · since Feb 2025
SAP BAPI 3 <1% required in 100% · since Aug 2026
ABAP on HANA 2 <1% required in 100% · since Apr 2024
ABAP Objects 1 <1% required in 100% · since Sep 2026
Abstract 1 <1% required in 100% · since Oct 2026
Kotlin Coroutines 1 <1% required in 100% · 1 open now · since Sep 2025

What does each PwC team work with?

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

Finance

351 postings
Microsoft Excel86
Power BI72
Python55
Alteryx48
SQL33
Copilot24

Enterprise Apps

276 postings
ABAP115
SAP HANA43
CDS Views34
Rest API28
Web Dynpro ABAP25
JavaScript23

Security

204 postings
Azure53
AWS43
SIEM39
Splunk25
GCP22
Microsoft Entra ID20

Data Science

136 postings
Python81
Azure79
SQL76
Databricks54
AWS43
Power BI32

Analytics

102 postings
Power BI46
SQL43
Python41
Azure32
Databricks19
AWS18

AI/ML

99 postings
Python68
Azure49
LLM44
Kubernetes40
Docker38
LangChain34

See the open roles

How does your stack fit PwC?

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

How much does PwC pay by technology?

Median stated pay of the postings that name each technology, against the median of all PwC postings with stated pay: $70k across 187 postings.

TechnologyPostings with payMedianvs company median
Python48$96k+36%
Azure39$95k+35%
Power BI34$55k−22%
SQL27$95k+36%
AWS21$113k+61%
GCP18$114k+63%
Tableau14$95k+35%
Databricks13$115k+64%
JavaScript13$97k+38%
OpenAI11$54k−24%

How is the PwC 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
VeevaNov 2026
AppDynamicsOct 2026
Synthetic DataOct 2026
ImmunohistochemistryOct 2026
Self-HealingOct 2026
LIMSOct 2026
Prisma CloudOct 2026
PrimeReactOct 2026
Rising
ABAP1% → 14%
Kubernetes6% → 11%
Azure DevOps4% → 9%
Databricks6% → 10%
Docker5% → 9%
Rest API4% → 8%
SAP HANA1% → 5%
Jenkins0% → 4%
Falling
Microsoft Excel16% → 9%
Tableau9% → 6%
Informatica5% → 2%
Not named for 6 months
Mixture of ExpertsMar 2026
TokenizationMar 2026
DetoxFeb 2026
ErwinMay 2026
data.tableMar 2026
CodePushFeb 2026
RecoilFeb 2026
Cobalt StrikeJan 2026

How modern is the PwC stack?

Cutting-edge AI adopter 77/100

PwC scores 77 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: 15; legacy ones: 2.

How common is the PwC stack in its industry?

Share of the 2,495 companies in the same industries, whose stack Alion knows, that use each technology.

Azure29%
Python37%
AWS25%
SQL34%
Power BI24%
GCP17%
ABAP4%
JavaScript27%
Kubernetes15%
Databricks12%

What sets PwC apart

ABAP4%
SAP HANA2%
DLP4%
Hadoop3%
Airflow3%
SAP Fiori2%
Copilot Studio4%
Splunk4%
Azure AKS4%
MLFlow4%

Questions about the PwC tech stack

What programming languages does PwC use?

The languages named in PwC job postings are Python (27%), SQL (19%), ABAP (11%), JavaScript (10%), Java (6%), as a share of the 1,755 postings of the last 12 months.

Does PwC use LangChain?

Yes. LangChain is named in 85 of 1,755 job postings (5%) and required in 65 of them.

What cloud and platforms does PwC use?

The cloud and platforms named in PwC job postings are Azure (522), AWS (357), Power BI (307) (postings in brackets).

What skills do you need for a Finance job at PwC?

Finance postings at PwC most often require Microsoft Excel (86), Power BI (72), Python (55), Alteryx (48), out of 351 postings in the last 12 months.

Is the PwC tech stack changing?

Yes. Veeva, AppDynamics, Synthetic Data, Immunohistochemistry first appeared in PwC job postings in the last six months.

How modern is the PwC tech stack?

PwC scores 77 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: 15; legacy ones: 2.

How does Alion know the PwC tech stack?

Alion reads every job posting PwC publishes and tags the technologies each one names. The figures on this page count the 1,755 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, "PwC tech stack: 534 technologies from 1,755 job postings", as of Nov 11, 2026. https://alion.io/company/pwc/technologies

Licence: CC BY-SA 4.0JSON