Takeda Pharmaceutical tech stack

Takeda Pharmaceutical builds mostly with SQL, Python, SAS, Apex. Its stack also includes Databricks, AWS, React.js, Salesforce Data Cloud. SQL is named in 54 of the 196 job postings Takeda Pharmaceutical published in the last 12 months (28%). Counted by Alion from the job postings of Takeda Pharmaceutical, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
212
Postings analysed
196
Open now
152
Modernity
71 /100
New in 6 months
8

What programming languages does Takeda Pharmaceutical use?

SQL is named in 28% of job postings at Takeda Pharmaceutical, followed by Python (25%), SAS (8%), Apex (4%).

SQL 54 28% required in 83% · 37 open now · since Jul 2026
Python 49 25% required in 90% · 34 open now · since Jul 2026
SAS 16 8% required in 63% · 10 open now · since Jul 2026
Apex 8 4% required in 25% · 8 open now · since Jul 2026
PowerShell 5 3% required in 100% · 4 open now · since Aug 2026
JavaScript 5 3% required in 80% · 3 open now · since Aug 2026
MATLAB 4 2% required in 75% · 2 open now · since Aug 2026
C++ 3 2% required in 67% · 2 open now · since Aug 2026
Show all (15)
TypeScript3
C#2
Node JS2
Scala2
Go2
Java2
Sass1

What frameworks and libraries does Takeda Pharmaceutical use?

React.js is named in 4% of job postings at Takeda Pharmaceutical, followed by Zustand (2%), Streamlit (2%), Selenium (2%).

React.js 7 4% required in 29% · 5 open now · since Sep 2026
Zustand 4 2% required in 100% · 4 open now · since Sep 2026
Streamlit 3 2% required in 100% · 3 open now · since Sep 2026
Selenium 3 2% required in 67% · since Jul 2026
Angular 2 1% required in 100% · since Sep 2026
Appium 2 1% required in 100% · since Jul 2026
Hadoop 2 1% required in 100% · 1 open now · since Aug 2026
Lightning Web Components 2 1% required in 100% · 2 open now · since Jul 2026
Show all (37)
Next.js2
Prophet2
PyTorch2
TensorFlow2
Alembic1
Apache TVM1
Bootstrap1
CrewAI1
Cucumber1
Dapr1
Detox1
Django1
FastAPI1
Flask1
JAX1
JUnit1
Keras1
LangGraph1
Plotly1
Ray1
SQLAlchemy1
Scikit-learn1
TestNG1
Testcontainers1
Visualforce1
Cypress1
Jest1
LangChain1
React Native1

What databases does Takeda Pharmaceutical use?

Salesforce Data Cloud is named in 3% of job postings at Takeda Pharmaceutical, followed by DynamoDB (3%), Snowflake (3%), Delta Lake (2%).

Salesforce Data Cloud 6 3% required in 83% · 6 open now · since Jul 2026
DynamoDB 6 3% required in 67% · 5 open now · since Sep 2026
Snowflake 5 3% required in 100% · 4 open now · since Jul 2026
Delta Lake 3 2% required in 100% · 3 open now · since May 2026
PostgreSQL 3 2% required in 100% · 2 open now · since Sep 2026
Amazon Redshift 2 1% required in 100% · 1 open now · since Aug 2026
BigQuery 1 1% required in 100% · 1 open now · since Aug 2026
Google BigQuery 1 1% required in 100% · 1 open now · since Aug 2026
Show all (10)
MS SQL1
Oracle1

What cloud and platforms does Takeda Pharmaceutical use?

Databricks is named in 23% of job postings at Takeda Pharmaceutical, followed by AWS (21%), Power BI (20%), GCP (18%).

Databricks 46 23% required in 80% · 34 open now · since May 2026
AWS 41 21% required in 80% · 29 open now · since Jul 2026
Power BI 40 20% required in 90% · 32 open now · since Jun 2026
GCP 36 18% required in 89% · 26 open now · since Aug 2026
Azure 21 11% required in 52% · 15 open now · since Jul 2026
Tableau 20 10% required in 100% · 11 open now · since Jul 2026
Kubernetes 13 7% required in 38% · 10 open now · since Jul 2026
Amazon S3 12 6% required in 83% · 12 open now · since Jul 2026
Show all (65)
GitHub Actions11
Amazon EC29
Amazon EKS9
Spark8
AWS Lambda8
GitHub8
Apache Kafka7
AWS Step Functions5
Amazon ECS5
Agentforce5
Amazon SageMaker5
Microsoft Entra ID5
Azure DevOps4
GitLab CI4
OpenShift4
API Gateway4
GitLab4
Splunk4
PubMed4
Grafana3
Amazon CloudWatch3
Figma3
Windows3
Amazon Kinesis3
AWS Bedrock2
Active Directory2
AppDynamics2
MLFlow2
QlikSense2
.NET2
Amazon EventBridge2
Datadog2

And 25 more, each named in fewer postings.

What developer tools does Takeda Pharmaceutical use?

Microsoft Excel is named in 8% of job postings at Takeda Pharmaceutical, followed by Terraform (7%), CAPA (6%), Jenkins (6%).

Microsoft Excel 16 8% required in 75% · 9 open now · since Jul 2026
Terraform 14 7% required in 79% · 13 open now · since Jul 2026
CAPA 12 6% required in 100% · 9 open now · since Aug 2026
Jenkins 12 6% required in 92% · 8 open now · since Jul 2026
Git 10 5% required in 80% · 6 open now · since Jul 2026
Copilot 8 4% required in 88% · 4 open now · since Aug 2026
Claude Code 8 4% required in 75% · 4 open now · since Aug 2026
Rest API 6 3% required in 67% · 4 open now · since Aug 2026
Show all (36)
pySpark4
Docker4
Model Context Protocol3
CloudFormation2
GraphQL2
Helm2
JMeter2
Jupyter Notebook2
Adobe Photoshop2
CodeQL2
Informatica2
AWS CDK1
Adobe After Effects1
ArgoCD1
Langflow1
MQTT1
Matter1
OPC UA1
OWASP ZAP1
Prometheus1
Salesforce Flow1
WebSockets1
A2A1
Adobe Illustrator1
Copado1
Fusion 3601
OpenAI Codex1
SolidWorks1

What AI and ML technologies does Takeda Pharmaceutical use?

LLM is named in 6% of job postings at Takeda Pharmaceutical.

LLM 12 6% required in 100% · 9 open now · since Jun 2026

Which engineering practices does Takeda Pharmaceutical ask for?

AI Agents is named in 16% of job postings at Takeda Pharmaceutical, followed by CI/CD (15%), Machine Learning (14%), ETL/ELT (7%).

AI Agents 31 16% required in 90% · 26 open now · since Aug 2026
CI/CD 30 15% required in 93% · 20 open now · since Jul 2026
Machine Learning 27 14% required in 93% · 21 open now · since Jul 2026
ETL/ELT 13 7% required in 100% · 6 open now · since May 2026
SLI/SLO/SLA 12 6% required in 100% · 11 open now · since May 2026
Platform Engineering 11 6% required in 100% · 10 open now · since May 2026
Prompt Engineering 8 4% required in 75% · 6 open now · since Jun 2026
SOAP 8 4% required in 75% · 7 open now · since Jul 2026
Show all (48)
Human-in-the-Loop7
RAG7
Incident Management7
NLP6
IAM5
LLM Guardrails5
Knowledge Graph5
Dimensional Modeling4
Master Data Management4
Digital Twin4
Agentic Workflows3
Multi-Agent Systems3
Time Series Forecasting3
Anomaly Detection2
Configuration Management2
EU AI Act2
Embeddings2
Self-Healing2
A/B Testing1
AIOps1
Context Engineering1
Diffusion Models1
Feature Store1
Fine-tuning1
Function Calling1
Hybrid Search1
Knowledge Distillation1
LLMOps1
Model Distillation1
Quantization1
Reinforcement Learning1
Reranking1

And 8 more, each named in fewer postings.

What does each Takeda Pharmaceutical team work with?

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

Analytics

30 postings
SQL14
Power BI13
Python13
Tableau13
Databricks9
AWS5

Industrial Engineering

22 postings
CAPA8
GCP7
Zustand3
Microsoft Excel2
SQL2

Data Science

20 postings
SQL16
Python13
Databricks10
AWS8
Spark6
AWS Step Functions5

Operations

19 postings
Power BI4
GCP3
Microsoft Excel3
Tableau2

Science & Research

16 postings
GCP8
CAPA3
AWS2
Amazon ECS2

AI/ML

11 postings
Databricks3
Python3

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How much does Takeda Pharmaceutical pay by technology?

Median stated pay of the postings that name each technology, against the median of all Takeda Pharmaceutical postings with stated pay: $215k across 63 postings.

TechnologyPostings with payMedianvs company median
GCP14$243k+13%
Python14$199k−8%
AWS13$215k0%
SQL10$182k−15%
Databricks9$182k−15%
Azure8$215k0%
Power BI8$182k−15%
Tableau7$215k0%
Spark5$182k−15%

How is the Takeda Pharmaceutical 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
OpenShiftSep 2026
QlikSenseSep 2026
Jupyter NotebookSep 2026
StreamlitSep 2026
JavaSep 2026
ZustandSep 2026
Active DirectorySep 2026
Anomaly DetectionSep 2026

How modern is the Takeda Pharmaceutical stack?

Modern AI adopter 71/100

Takeda Pharmaceutical scores 71 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How common is the Takeda Pharmaceutical stack in its industry?

Share of the 155 companies in the same industries, whose stack Alion knows, that use each technology.

SQL31%
Python43%
Databricks17%
AWS30%
Power BI28%
GCP54%
Azure28%
Tableau24%
SAS20%
Kubernetes15%

What sets Takeda Pharmaceutical apart

OpenShift3%
Zustand2%

Questions about the Takeda Pharmaceutical tech stack

What programming languages does Takeda Pharmaceutical use?

The languages named in Takeda Pharmaceutical job postings are SQL (28%), Python (25%), SAS (8%), Apex (4%), PowerShell (3%), as a share of the 196 postings of the last 12 months.

Does Takeda Pharmaceutical use React.js?

Yes. React.js is named in 7 of 196 job postings (4%) and required in 2 of them.

What cloud and platforms does Takeda Pharmaceutical use?

The cloud and platforms named in Takeda Pharmaceutical job postings are Databricks (46), AWS (41), Power BI (40) (postings in brackets).

What skills do you need for a Analytics job at Takeda Pharmaceutical?

Analytics postings at Takeda Pharmaceutical most often require SQL (14), Power BI (13), Python (13), Tableau (13), out of 30 postings in the last 12 months.

Is the Takeda Pharmaceutical tech stack changing?

Yes. OpenShift, QlikSense, Jupyter Notebook, Streamlit first appeared in Takeda Pharmaceutical job postings in the last six months.

How modern is the Takeda Pharmaceutical tech stack?

Takeda Pharmaceutical scores 71 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How does Alion know the Takeda Pharmaceutical tech stack?

Alion reads every job posting Takeda Pharmaceutical publishes and tags the technologies each one names. The figures on this page count the 196 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, "Takeda Pharmaceutical tech stack: 212 technologies from 196 job postings", as of Sep 26, 2026. https://alion.io/company/takeda/technologies

Licence: CC BY-SA 4.0JSON