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 34 of the 157 job postings Edwards Lifesciences published in the last 12 months (22%). Counted by Alion from the job postings of Edwards Lifesciences, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
196
Postings analysed
157
Open now
104
Modernity
80 /100
New in 6 months
8

What programming languages does Edwards Lifesciences use?

Python is named in 22% of job postings at Edwards Lifesciences, followed by SQL (20%), JavaScript (12%), C# (7%).

Python 34 22% required in 82% · 21 open now · since Dec 2025
SQL 31 20% required in 87% · 20 open now · since May 2026
JavaScript 19 12% required in 68% · 12 open now · since Jul 2026
C# 11 7% required in 55% · 8 open now · since Aug 2026
Java 7 4% required in 71% · 5 open now · since Dec 2025
SAS 6 4% required in 100% · 5 open now · since Jul 2026
TypeScript 6 4% required in 83% · 2 open now · since Aug 2026
PowerShell 6 4% required in 67% · 4 open now · since Jul 2026
Show all (19)
Apex5
C++5
Assembly3
Scala3
Node JS2
Dart1
Kotlin1
MATLAB1
Perl1
Rust1
Swift1

What frameworks and libraries does Edwards Lifesciences use?

Angular is named in 4% of job postings at Edwards Lifesciences, followed by PyTorch (3%), Scikit-learn (3%), PyTorch C++ (3%).

Angular 6 4% required in 100% · 2 open now · since Aug 2026
PyTorch 5 3% required in 80% · 2 open now · since Dec 2025
Scikit-learn 5 3% required in 80% · 2 open now · since Dec 2025
PyTorch C++ 4 3% required in 75% · 2 open now · since Dec 2025
TensorFlow 4 3% required in 75% · 2 open now · since Dec 2025
Capacitor 3 2% required in 100% · 2 open now · since Aug 2026
Cordova 3 2% required in 100% · 2 open now · since Aug 2026
Ionic 3 2% required in 100% · 2 open now · since Aug 2026
Show all (33)
Keras3
TensorFlow C++3
JAX2
Lightning Web Components2
Playwright2
Ray2
Hadoop2
Appium1
Bootstrap1
CUDA1
DeepSpeed1
Electron1
Flask1
Flutter1
Get_it1
Go_router1
NumPy1
Optuna1
PyTorch Lightning1
Ray Tune1
React.js1
RxJS1
SHAP1
Statsmodels1
Streamlit1

What databases does Edwards Lifesciences use?

Snowflake is named in 10% of job postings at Edwards Lifesciences, followed by Oracle (3%), SQLite (2%), Delta Lake (1%).

Snowflake 16 10% required in 88% · 7 open now · since Jul 2026
Oracle 4 3% required in 100% · 4 open now · since Jun 2026
SQLite 3 2% required in 100% · 2 open now · since Aug 2026
Delta Lake 2 1% required in 100% · 1 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% · 1 open now · since Sep 2026
Azure SQL Database 1 1% required in 100% · since Aug 2026
PostgreSQL 1 1% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Edwards Lifesciences use?

Power BI is named in 16% of job postings at Edwards Lifesciences, followed by AWS (15%), Azure (12%), Tableau (11%).

Power BI 25 16% required in 92% · 12 open now · since Jul 2026
AWS 24 15% required in 83% · 18 open now · since Dec 2025
Azure 19 12% required in 74% · 14 open now · since Jun 2026
Tableau 17 11% required in 100% · 12 open now · since Jul 2026
GCP 13 8% required in 100% · 10 open now · since Jun 2026
Databricks 12 8% required in 100% · 6 open now · since Jul 2026
GitLab 9 6% required in 100% · 6 open now · since Jul 2026
Windows 9 6% required in 100% · 6 open now · since Jul 2026
Show all (55)
.NET7
Azure DevOps7
Spark6
GitHub6
Active Directory5
Linux5
Microsoft Entra ID5
Amazon EC24
Amazon ECS4
Figma4
Airflow4
Apache Kafka4
Kubernetes4
AWS Lambda3
Amazon EKS3
Amazon S33
Bitbucket3
GitLab CI3
Google SecOps3
IBM QRadar3
SIEM3
Splunk3
UserTesting3
DLP3
Agentforce2
Copilot Studio2
Cortex XSOAR2
GitHub Actions2
LDAP2
Microsoft Fabric2
SSAS2
Windows Server2

And 15 more, each named in fewer postings.

What developer tools does Edwards Lifesciences use?

CAPA is named in 13% of job postings at Edwards Lifesciences, followed by Microsoft Excel (12%), Git (10%), Copilot (8%).

CAPA 21 13% required in 100% · 15 open now · since Jul 2026
Microsoft Excel 19 12% required in 84% · 16 open now · since Jul 2026
Git 15 10% required in 67% · 8 open now · since Dec 2025
Copilot 12 8% required in 100% · 9 open now · since Jul 2026
Rest API 12 8% required in 100% · 10 open now · since Jul 2026
SolidWorks 7 4% required in 100% · 3 open now · since Jul 2026
Ansible 4 3% required in 100% · 2 open now · since Aug 2026
Terraform 4 3% required in 100% · 2 open now · since Aug 2026
Show all (31)
Apache HTTP Server3
Claude Code3
AWS Glue2
Apache Tomcat2
Azure Data Factory2
CloudFormation2
Fluent Bit2
Fluentd2
Jenkins2
Model Context Protocol2
pySpark2
Docker2
Adobe Photoshop1
AutoCAD1
Copado1
Gearset1
GraphQL1
Great Expectations1
Informatica1
TestRail1
Vault1
WebSockets1
dbt1

What AI and ML technologies does Edwards Lifesciences use?

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

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

Which engineering practices does Edwards Lifesciences ask for?

CI/CD is named in 11% of job postings at Edwards Lifesciences, followed by ETL/ELT (6%), Machine Learning (6%), SOAP (4%).

CI/CD 17 11% required in 82% · 11 open now · since Jul 2026
ETL/ELT 9 6% required in 100% · 5 open now · since Jun 2026
Machine Learning 9 6% required in 100% · 4 open now · since Dec 2025
SOAP 6 4% required in 100% · 5 open now · since Jul 2026
IAM 4 3% required in 100% · 3 open now · since Jun 2026
Platform Engineering 4 3% required in 100% · 2 open now · since Aug 2026
AI Agents 3 2% required in 100% · 2 open now · since Jul 2026
Configuration Management 3 2% required in 100% · 2 open now · since Aug 2026
Show all (46)
Master Data Management3
RAG3
VPN3
SLI/SLO/SLA3
AIOps2
Diffusion Models2
FinOps2
GitOps2
Gitflow2
Multimodal AI2
NLP2
Self-Supervised Learning2
TCP/IP2
Time Series Forecasting2
OCR2
BGP1
Clean Architecture1
Contrastive Learning1
DNS1
Dependency Injection1
Encoder-Decoder1
Feature Store1
Federated Learning1
Incident Management1
Interpretability1
LLM Evaluation1
LLMOps1
Multi-Agent Systems1
NER1
OSPF1
Offline-First1
PKI1

And 6 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.

Sales

23 postings
GCP7
SQL5
Rest API4
Assembly3
JavaScript3
Microsoft Excel3

Industrial Engineering

23 postings
CAPA14
SolidWorks5
Power BI2
Python2

Analytics

22 postings
Power BI15
Tableau9
SQL8
Python6
Snowflake6
Copilot5

Data Science

7 postings
SQL5
Python4
AWS3
Databricks3
GitLab3
Snowflake3

Security

7 postings
AWS3
Azure3
Google SecOps3
IBM QRadar3
SIEM3
Splunk3

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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 57 postings.

TechnologyPostings with payMedianvs company median
Tableau12$175k+14%
Power BI12$130k−15%
GCP10$173k+13%
SQL10$162k+6%
Python9$153k0%
Snowflake7$153k0%
Databricks6$153k0%

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
PlaywrightSep 2026
Claude CodeSep 2026
NLPSep 2026
Delta LakeSep 2026
pySparkSep 2026
FigmaAug 2026
UserTestingAug 2026
AssemblyAug 2026
Rising
Power BI0% → 17%
CAPA0% → 14%
Microsoft Excel0% → 13%
JavaScript0% → 13%
Tableau0% → 12%
CI/CD0% → 12%
Snowflake0% → 11%
Copilot0% → 8%
Falling
Python50% → 19%
Google SecOps30% → 0%
IBM QRadar30% → 0%
SIEM30% → 0%
Splunk30% → 0%
AWS40% → 13%
SQL30% → 19%
Azure20% → 12%

How modern is the Edwards Lifesciences stack?

Cutting-edge AI adopter 80/100

Edwards Lifesciences scores 80 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: 1.

How common is the Edwards Lifesciences stack in its industry?

Share of the 65 companies in the same industries, whose stack Alion knows, that use each technology.

Python54%
SQL34%
Power BI22%
AWS48%
Azure34%
JavaScript42%
Tableau17%
Snowflake14%
GCP38%
Databricks11%

What sets Edwards Lifesciences apart

PyTorch C++3%
Capacitor2%
Cordova2%
Google SecOps2%
IBM QRadar2%
Ionic2%
SQLite2%
TensorFlow C++2%
UserTesting2%

Questions about the Edwards Lifesciences tech stack

What programming languages does Edwards Lifesciences use?

The languages named in Edwards Lifesciences job postings are Python (22%), SQL (20%), JavaScript (12%), C# (7%), Java (4%), as a share of the 157 postings of the last 12 months.

Does Edwards Lifesciences use Angular?

Yes. Angular is named in 6 of 157 job postings (4%) and required in 6 of them.

What cloud and platforms does Edwards Lifesciences use?

The cloud and platforms named in Edwards Lifesciences job postings are Power BI (25), AWS (24), Azure (19) (postings in brackets).

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

Sales postings at Edwards Lifesciences most often require GCP (7), SQL (5), Rest API (4), Assembly (3), out of 23 postings in the last 12 months.

Is the Edwards Lifesciences tech stack changing?

Yes. Playwright, Claude Code, NLP, Delta Lake first appeared in Edwards Lifesciences job postings in the last six months.

How modern is the Edwards Lifesciences tech stack?

Edwards Lifesciences scores 80 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: 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 157 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, "Edwards Lifesciences tech stack: 196 technologies from 157 job postings", as of Sep 26, 2026. https://alion.io/company/edwards/technologies

Licence: CC BY-SA 4.0JSON