Edwards Lifesciences
Patient Monitoring · Cardiovascular Devices

Edwards Lifesciences tech stack

Edwards Lifesciences builds mostly with Python, SQL, JavaScript, C#. Its stack also includes Power BI, AWS, Snowflake, Angular. Python is named in 47 of the 270 job postings Edwards Lifesciences published in the last 12 months (17%). Counted by Alion from the job postings of Edwards Lifesciences, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
257
Postings analysed
270
Open now
117
Modernity
79 /100
New in 6 months
8

What programming languages does Edwards Lifesciences use?

Python is named in 17% of job postings at Edwards Lifesciences, followed by SQL (14%), JavaScript (10%), C# (6%).

Python 47 17% required in 85% · 22 open now · since Dec 2025
SQL 39 14% required in 90% · 20 open now · since May 2026
JavaScript 28 10% required in 57% · 19 open now · since Jul 2026
C# 15 6% required in 53% · 10 open now · since Aug 2026
TypeScript 13 5% required in 62% · 7 open now · since Aug 2026
Java 12 4% required in 83% · 6 open now · since Dec 2025
Apex 10 4% required in 100% · 5 open now · since Jul 2026
SAS 10 4% required in 100% · 4 open now · since Jul 2026
Show all (20)
C++9
PowerShell7
Rust5
Node JS4
Scala4
MATLAB3
Julia2
Dart1
Go1
Kotlin1
Perl1
Swift1

What frameworks and libraries does Edwards Lifesciences use?

Angular is named in 5% of job postings at Edwards Lifesciences, followed by PyTorch (3%), Scikit-learn (3%), Lightning Web Components (2%).

Angular 13 5% required in 100% · 7 open now · since Aug 2026
PyTorch 7 3% required in 86% · 3 open now · since Dec 2025
Scikit-learn 7 3% required in 86% · 3 open now · since Dec 2025
Lightning Web Components 6 2% required in 100% · 2 open now · since Jul 2026
TensorFlow 6 2% required in 83% · 3 open now · since Dec 2025
Keras 5 2% required in 80% · 3 open now · since Dec 2025
React.js 5 2% required in 80% · 4 open now · since Jul 2026
TensorFlow C++ 5 2% required in 80% · 3 open now · since Dec 2025
Show all (49)
Capacitor3
Cordova3
Ionic3
NumPy3
Appium2
JAX2
OpenCV2
Playwright2
Ray2
SciPy2
Torchvision2
scikit-image2
Hadoop2
Ant Design1
Bootstrap1
CUDA1
Chakra UI1
DeepSpeed1
Electron1
Espresso1
Flask1
Flutter1
Get_it1
Go_router1
LangChain1
LlamaIndex1
Material UI1
Optuna1
PyTorch Lightning1
Radix UI1
Ray Tune1
React Native1

And 9 more, each named in fewer postings.

What databases does Edwards Lifesciences use?

Snowflake is named in 7% of job postings at Edwards Lifesciences, followed by Oracle (1%), SQLite (1%), Azure SQL Database (1%).

Snowflake 20 7% required in 90% · 8 open now · since Jul 2026
Oracle 4 1% required in 100% · 4 open now · since Jun 2026
SQLite 3 1% required in 100% · 2 open now · since Aug 2026
Azure SQL Database 2 1% required in 100% · 1 open now · since Aug 2026
Delta Lake 2 1% required in 100% · since Sep 2026
MS SQL 2 1% required in 100% · 2 open now · since Sep 2026
Amazon Redshift 1 <1% required in 100% · 1 open now · since Jul 2026
Apache Iceberg 1 <1% required in 100% · since Sep 2026
Show all (10)
MySQL1
PostgreSQL1

What cloud and platforms does Edwards Lifesciences use?

Power BI is named in 13% of job postings at Edwards Lifesciences, followed by AWS (11%), Azure (10%), Tableau (9%).

Power BI 35 13% required in 94% · 7 open now · since Jul 2026
AWS 31 11% required in 81% · 12 open now · since Dec 2025
Azure 28 10% required in 79% · 13 open now · since Jun 2026
Tableau 23 9% required in 96% · 6 open now · since Jul 2026
GCP 18 7% required in 100% · 6 open now · since Jun 2026
Databricks 17 6% required in 100% · 6 open now · since Jul 2026
Windows 10 4% required in 100% · 5 open now · since Jul 2026
.NET 10 4% required in 80% · 6 open now · since Aug 2026
Show all (57)
Azure DevOps9
GitLab8
Kubernetes8
GitHub7
Active Directory6
Spark6
Bitbucket5
Figma5
Linux5
Microsoft Entra ID5
Agentforce5
Amazon EC24
Amazon ECS4
GitLab CI4
Airflow4
Apache Kafka4
AWS Lambda3
Amazon EKS3
Amazon S33
GitHub Actions3
Google SecOps3
IBM QRadar3
Microsoft Fabric3
SIEM3
SSAS3
Splunk3
UserTesting3
DLP3
Copilot Studio2
Cortex XSOAR2
LDAP2
MuleSoft2

And 17 more, each named in fewer postings.

What developer tools does Edwards Lifesciences use?

Microsoft Excel is named in 13% of job postings at Edwards Lifesciences, followed by Mandiant capa (10%), Git (8%), Copilot (6%).

Microsoft Excel 35 13% required in 91% · 14 open now · since Jul 2026
Mandiant capa 27 10% required in 100% · 8 open now · since Jul 2026
Git 21 8% required in 76% · 9 open now · since Dec 2025
Copilot 17 6% required in 100% · 6 open now · since Jul 2026
Rest API 17 6% required in 94% · 13 open now · since Jul 2026
SolidWorks 15 6% required in 80% · 2 open now · since Jul 2026
Terraform 7 3% required in 100% · 4 open now · since Aug 2026
Minitab 6 2% required in 83% · 4 open now · since Sep 2026
Show all (42)
Ansible5
CloudFormation5
Claude Code4
Apache HTTP Server3
Copado3
FHIR3
Gearset3
HL73
Docker3
AWS Glue2
Apache Tomcat2
Azure Data Factory2
DICOM2
Fluent Bit2
Fluentd2
GraphQL2
Jenkins2
LIMS2
Model Context Protocol2
TestRail2
pySpark2
ANSYS1
Abaqus1
Adobe Photoshop1
AutoCAD1
Chef1
Cursor1
Great Expectations1
Informatica1
Medidata Rave1
Puppet1
Vault1

And 2 more, each named in fewer postings.

What AI and ML technologies does Edwards Lifesciences use?

Claude is named in 1% of job postings at Edwards Lifesciences, followed by LLM (1%), ChatGPT (1%), Gemini (<1%).

Claude 3 1% required in 100% · 2 open now · since Aug 2026
LLM 3 1% required in 100% · 3 open now · since Jul 2026
ChatGPT 2 1% required in 100% · 1 open now · since Aug 2026
Gemini 1 <1% required in 100% · 1 open now · since Oct 2026
VLM 1 <1% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Edwards Lifesciences ask for?

CAPA is named in 14% of job postings at Edwards Lifesciences, followed by CI/CD (10%), Design Controls (9%), Machine Learning (6%).

CAPA 39 14% required in 100% · 23 open now · since Jun 2026
CI/CD 28 10% required in 89% · 15 open now · since Jul 2026
Design Controls 25 9% required in 96% · 16 open now · since Aug 2026
Machine Learning 17 6% required in 100% · 8 open now · since Dec 2025
GMP 17 6% required in 88% · 13 open now · since Jun 2026
Verification & Validation 13 5% required in 100% · 8 open now · since Aug 2026
ETL/ELT 10 4% required in 100% · 2 open now · since Jun 2026
21 CFR Part 820 9 3% required in 89% · 4 open now · since Aug 2026
Show all (74)
IEC 623049
ISO 134859
AI Agents7
Statistical Process Control7
GD&T6
ISO 149716
SOAP6
EU MDR6
Design of Experiments5
RAG5
Configuration Management4
IAM4
Self-Supervised Learning4
Time Series4
VPN4
Diffusion Models4
ISO 109934
Contrastive Learning3
FinOps3
GLP3
Good Clinical Practice3
Human Factors Engineering3
Master Data Management3
Multimodal AI3
NLP3
Platform Engineering3
21 CFR Part 112
AIOps2
Chromatography2
Computer Vision2
GitOps2
Gitflow2

And 34 more, each named in fewer postings.

What does each Edwards Lifesciences team work with?

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

Industrial Engineering

64 postings
Mandiant capa18
SolidWorks8
Minitab5
Power BI4
MATLAB2

Analytics

29 postings
Power BI18
Tableau12
SQL9
Python8
Copilot7
Snowflake7

Sales

24 postings
GCP10
SQL5
Rest API4
JavaScript3
Microsoft Excel3
Tableau3

Field & Service

12 postings
Active Directory2
Copilot2
Windows2

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How much does Edwards Lifesciences pay by technology?

Median stated pay of the postings that name each technology, against the median of all Edwards Lifesciences postings with stated pay: $153k across 123 postings.

TechnologyPostings with payMedianvs company median
Python22$170k+11%
SQL17$168k+10%
Tableau16$170k+11%
Power BI16$153k0%
GCP15$168k+10%
JavaScript12$162k+6%
Azure12$161k+5%
AWS10$175k+14%
Snowflake10$161k+5%
Databricks10$161k+5%

How is the Edwards Lifesciences 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
LIMSOct 2026
FHIROct 2026
HL7Oct 2026
IEC 62366Oct 2026
Computer VisionOct 2026
JuliaOct 2026
OpenCVOct 2026
SciPyOct 2026
Rising
CAPA7% → 17%
Design Controls2% → 11%
Tableau3% → 10%
Microsoft Excel8% → 14%
Verification & Validation0% → 6%
Copilot3% → 7%
GMP3% → 7%
21 CFR Part 8200% → 4%
Falling
AWS22% → 8%
Python27% → 14%
SQL22% → 12%
Active Directory8% → 0%
Rest API12% → 5%
GitLab8% → 1%
Linux7% → 0%
Microsoft Entra ID7% → 0%

How modern is the Edwards Lifesciences stack?

Cutting-edge AI adopter 79/100

Edwards Lifesciences 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: 5; legacy ones: 1.

How common is the Edwards Lifesciences stack in its industry?

Share of the 158 companies in the same industries, whose stack Alion knows, that use each technology.

Python49%
SQL37%
Power BI24%
AWS39%
Azure25%
JavaScript38%
Tableau13%
Snowflake11%
GCP28%
Databricks8%

What sets Edwards Lifesciences apart

SAS4%
Lightning Web Components3%
Agentforce3%
Bitbucket4%
Keras3%
Rust4%
TensorFlow C++2%
Airflow3%
Scala4%
Capacitor1%

Questions about the Edwards Lifesciences tech stack

What programming languages does Edwards Lifesciences use?

The languages named in Edwards Lifesciences job postings are Python (17%), SQL (14%), JavaScript (10%), C# (6%), TypeScript (5%), as a share of the 270 postings of the last 12 months.

Does Edwards Lifesciences use Angular?

Yes. Angular is named in 13 of 270 job postings (5%) and required in 13 of them.

What cloud and platforms does Edwards Lifesciences use?

The cloud and platforms named in Edwards Lifesciences job postings are Power BI (35), AWS (31), Azure (28) (postings in brackets).

What skills do you need for a Industrial Engineering job at Edwards Lifesciences?

Industrial Engineering postings at Edwards Lifesciences most often require Mandiant capa (18), SolidWorks (8), Minitab (5), Power BI (4), out of 64 postings in the last 12 months.

Is the Edwards Lifesciences tech stack changing?

Yes. LIMS, FHIR, HL7, IEC 62366 first appeared in Edwards Lifesciences job postings in the last six months.

How modern is the Edwards Lifesciences tech stack?

Edwards Lifesciences 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: 5; legacy ones: 1.

How does Alion know the Edwards Lifesciences tech stack?

Alion reads every job posting Edwards Lifesciences publishes and tags the technologies each one names. The figures on this page count the 270 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, "Edwards Lifesciences tech stack: 257 technologies from 270 job postings", as of Nov 10, 2026. https://alion.io/company/edwards/technologies

Licence: CC BY-SA 4.0JSON