Takeda Pharmaceutical
Neurology & CNS Therapeutics · Rare Disease Therapeutics

Takeda Pharmaceutical tech stack

Takeda Pharmaceutical builds mostly with SQL, Python, SAS, Apex. Its stack also includes Power BI, Databricks, Salesforce Data Cloud, DynamoDB. Power BI is named in 101 of the 548 job postings Takeda Pharmaceutical published in the last 12 months (18%). Counted by Alion from the job postings of Takeda Pharmaceutical, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
267
Postings analysed
548
Open now
280
Modernity
69 /100
New in 6 months
8

What programming languages does Takeda Pharmaceutical use?

SQL is named in 18% of job postings at Takeda Pharmaceutical, followed by Python (16%), SAS (6%), Apex (2%).

SQL 98 18% required in 83% · 34 open now · since Jul 2026
Python 88 16% required in 84% · 40 open now · since Jul 2026
SAS 33 6% required in 73% · 21 open now · since Jul 2026
Apex 11 2% required in 18% · since Jul 2026
JavaScript 10 2% required in 70% · 3 open now · since Jul 2026
PowerShell 6 1% required in 100% · 4 open now · since Jul 2026
TypeScript 6 1% required in 50% · 1 open now · since Sep 2026
C# 4 1% required in 75% · 1 open now · since Sep 2026
Show all (18)
C++4
Java4
MATLAB4
Node JS3
Scala3
Go2
1C1
ABAP1
R1
Sass1

What frameworks and libraries does Takeda Pharmaceutical use?

React.js is named in 1% of job postings at Takeda Pharmaceutical, followed by Angular (1%), Hadoop (1%), Streamlit (1%).

React.js 7 1% required in 57% · since Sep 2026
Angular 4 1% required in 100% · since Sep 2026
Hadoop 3 1% required in 100% · 1 open now · since Aug 2026
Streamlit 3 1% required in 100% · since Sep 2026
Selenium 3 1% required in 67% · since Jul 2026
Appium 2 <1% required in 100% · since Jul 2026
Lightning Web Components 2 <1% required in 100% · since Jul 2026
Next.js 2 <1% required in 100% · since Sep 2026
Show all (37)
Prophet2
PyTorch2
TensorFlow2
Vue.js2
Alembic1
Apache TVM1
Bootstrap1
CrewAI1
Cucumber1
Dapr1
Detox1
Django1
FastAPI1
Flask1
JAX1
JUnit1
Keras1
LangGraph1
Plotly1
SQLAlchemy1
Scikit-learn1
Shiny1
TestNG1
Testcontainers1
Visualforce1
Cypress1
Jest1
LangChain1
React Native1

What databases does Takeda Pharmaceutical use?

Salesforce Data Cloud is named in 1% of job postings at Takeda Pharmaceutical, followed by DynamoDB (1%), Snowflake (1%), Delta Lake (1%).

Salesforce Data Cloud 8 1% required in 88% · since Jul 2026
DynamoDB 7 1% required in 71% · since Sep 2026
Snowflake 5 1% required in 100% · 1 open now · since Jul 2026
Delta Lake 4 1% required in 100% · since May 2026
PostgreSQL 4 1% required in 100% · since Sep 2026
MS SQL 3 1% required in 100% · since Sep 2026
Oracle 3 1% required in 100% · since Jul 2026
Amazon Redshift 2 <1% required in 100% · since Aug 2026
Show all (12)
Amazon Neptune1
Core Data1
Google BigQuery1
MySQL1

What cloud and platforms does Takeda Pharmaceutical use?

Power BI is named in 18% of job postings at Takeda Pharmaceutical, followed by Databricks (12%), GCP (11%), AWS (10%).

Power BI 101 18% required in 89% · 52 open now · since Jun 2026
Databricks 64 12% required in 80% · 12 open now · since May 2026
GCP 59 11% required in 90% · 21 open now · since Aug 2026
AWS 53 10% required in 81% · 6 open now · since Jul 2026
Azure 30 5% required in 57% · 5 open now · since Jul 2026
Tableau 29 5% required in 93% · 11 open now · since Jul 2026
Kubernetes 16 3% required in 44% · 2 open now · since Jul 2026
Amazon S3 15 3% required in 80% · since Jul 2026
Show all (71)
Spark14
GitHub Actions11
Amazon EC211
Amazon EKS10
AWS Lambda9
GitHub8
Apache Kafka8
Windows7
Amazon ECS6
Agentforce6
Microsoft Entra ID6
AWS Step Functions5
Active Directory5
Amazon SageMaker5
PubMed5
Azure DevOps4
GitLab CI4
OpenShift4
QlikSense4
API Gateway4
Amazon CloudWatch4
GitLab4
Splunk4
AppDynamics3
Copilot Studio3
Grafana3
Unix3
.NET3
Figma3
MuleSoft3
Amazon Kinesis3
AWS Bedrock2

And 31 more, each named in fewer postings.

What developer tools does Takeda Pharmaceutical use?

Microsoft Excel is named in 7% of job postings at Takeda Pharmaceutical, followed by LIMS (5%), Copilot (4%), Terraform (4%).

Microsoft Excel 36 7% required in 75% · 17 open now · since Jul 2026
LIMS 25 5% required in 84% · 22 open now · since Aug 2026
Copilot 21 4% required in 95% · 11 open now · since Aug 2026
Terraform 20 4% required in 70% · 2 open now · since Jul 2026
Veeva 18 3% required in 100% · 12 open now · since Jul 2026
Mandiant capa 12 2% required in 100% · 2 open now · since Aug 2026
Jenkins 12 2% required in 92% · since Jul 2026
Git 10 2% required in 80% · 1 open now · since Jul 2026
Show all (43)
Claude Code9
pySpark8
Rest API7
Docker4
Informatica4
GraphQL3
Model Context Protocol3
SolidWorks3
AutoCAD2
CloudFormation2
Helm2
JMeter2
Jupyter Notebook2
OPC UA2
Adobe Photoshop2
CodeQL2
AWS CDK1
Adobe After Effects1
ArgoCD1
Benchling1
Hyper-V1
JMP1
Langflow1
MQTT1
Matter1
Minitab1
OWASP ZAP1
Prometheus1
Salesforce Flow1
WebSockets1
A2A1
Adobe Illustrator1

And 3 more, each named in fewer postings.

What AI and ML technologies does Takeda Pharmaceutical use?

LLM is named in 3% of job postings at Takeda Pharmaceutical.

LLM 15 3% required in 100% · 3 open now · since Jun 2026

Which engineering practices does Takeda Pharmaceutical ask for?

GMP is named in 23% of job postings at Takeda Pharmaceutical, followed by Machine Learning (11%), CAPA (10%), AI Agents (9%).

GMP 128 23% required in 92% · 87 open now · since Oct 2025
Machine Learning 59 11% required in 90% · 30 open now · since Jul 2026
CAPA 56 10% required in 100% · 37 open now · since Jul 2026
AI Agents 51 9% required in 94% · 26 open now · since Jul 2026
CI/CD 36 7% required in 92% · 3 open now · since Jul 2026
Good Clinical Practice 23 4% required in 87% · 17 open now · since Sep 2026
Chromatography 22 4% required in 91% · 15 open now · since Jul 2026
ETL/ELT 18 3% required in 100% · 5 open now · since May 2026
Show all (85)
CDISC14
Digital Twin13
Cell Culture12
Human-in-the-Loop12
Platform Engineering11
Incident Management10
HPLC9
NLP9
Prompt Engineering9
Mass Spectrometry8
Bioreactors8
SOAP8
RAG7
21 CFR Part 116
LLM Guardrails6
Master Data Management6
ELISA6
IAM6
GLP5
Knowledge Graph5
A/B Testing4
Dimensional Modeling4
Multi-Agent Systems4
qPCR4
Flow Cytometry4
Agentic Workflows3
Next-Generation Sequencing3
Time Series3
CRISPR3
Anomaly Detection2
Configuration Management2
Design Controls2

And 45 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.

Industrial Engineering

77 postings
GCP10
Mandiant capa7
LIMS4
SQL4
Microsoft Excel3
Active Directory2

Operations

59 postings
Power BI9
Microsoft Excel7
GCP6
Copilot2
Tableau2

Analytics

46 postings
SQL21
Python20
Power BI18
Tableau17
Databricks13
LLM7

Biotech

43 postings
GCP7
Veeva6
Copilot2
LIMS2

Data Science

40 postings
SQL33
Python27
SAS16
Databricks15
AWS10
GCP8

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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: $163k across 235 postings.

TechnologyPostings with payMedianvs company median
Power BI45$119k−27%
Python22$182k+12%
GCP19$215k+32%
SQL18$141k−13%
AWS13$215k+32%
Databricks13$141k−13%
Tableau12$199k+22%
Azure10$215k+32%
Spark5$182k+12%

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
PCROct 2026
AutoCADOct 2026
Recommender SystemsOct 2026
Multimodal AIOct 2026
Vue.jsOct 2026
ModularizationSep 2026
OpenShiftSep 2026
SIEMSep 2026
Rising
GMP13% → 24%
GCP4% → 11%
LIMS0% → 5%
Good Clinical Practice0% → 4%
Falling
Databricks33% → 11%
AWS25% → 9%
Git13% → 1%
Salesforce Data Cloud13% → 1%
CI/CD17% → 6%
Apex13% → 2%
Terraform13% → 3%
Azure13% → 5%

How modern is the Takeda Pharmaceutical stack?

Modern AI adopter 69/100

Takeda Pharmaceutical scores 69 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 552 companies in the same industries, whose stack Alion knows, that use each technology.

Power BI29%
SQL32%
Python34%
Databricks14%
GCP40%
AWS21%
SAS15%
Azure22%
Tableau18%
Kubernetes11%

What sets Takeda Pharmaceutical apart

Salesforce Data Cloud3%
DynamoDB3%
Agentforce3%
AWS Step Functions3%
PubMed2%
API Gateway4%
Delta Lake4%
GitLab CI4%
OpenShift2%
QlikSense3%

Questions about the Takeda Pharmaceutical tech stack

What programming languages does Takeda Pharmaceutical use?

The languages named in Takeda Pharmaceutical job postings are SQL (18%), Python (16%), SAS (6%), Apex (2%), JavaScript (2%), as a share of the 548 postings of the last 12 months.

Does Takeda Pharmaceutical use React.js?

Yes. React.js is named in 7 of 548 job postings (1%) and required in 4 of them.

What cloud and platforms does Takeda Pharmaceutical use?

The cloud and platforms named in Takeda Pharmaceutical job postings are Power BI (101), Databricks (64), GCP (59) (postings in brackets).

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

Industrial Engineering postings at Takeda Pharmaceutical most often require GCP (10), Mandiant capa (7), LIMS (4), SQL (4), out of 77 postings in the last 12 months.

Is the Takeda Pharmaceutical tech stack changing?

Yes. PCR, AutoCAD, Recommender Systems, Multimodal AI first appeared in Takeda Pharmaceutical job postings in the last six months.

How modern is the Takeda Pharmaceutical tech stack?

Takeda Pharmaceutical scores 69 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 548 postings of the last 12 months and were updated on Nov 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, "Takeda Pharmaceutical tech stack: 267 technologies from 548 job postings", as of Nov 10, 2026. https://alion.io/company/takeda/technologies

Licence: CC BY-SA 4.0JSON