ICON
Clinical Trial Services (CRO)

ICON tech stack

ICON builds mostly with Python, SAS, SQL, TypeScript. Its stack also includes GCP, Power BI, PostgreSQL, Oracle. GCP is named in 180 of the 610 job postings ICON published in the last 12 months (30%). Counted by Alion from the job postings of ICON, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
162
Postings analysed
610
Open now
391
Modernity
84 /100
New in 6 months
8

What programming languages does ICON use?

Python is named in 5% of job postings at ICON, followed by SAS (3%), SQL (2%), TypeScript (1%).

Python 33 5% required in 88% · 22 open now · since Apr 2026
SAS 18 3% required in 94% · 16 open now · since Sep 2026
SQL 12 2% required in 92% · 7 open now · since Apr 2026
TypeScript 8 1% required in 88% · since Apr 2026
PowerShell 6 1% required in 83% · 6 open now · since Aug 2026
JavaScript 6 1% required in 33% · 1 open now · since Apr 2026
C++ 4 1% required in 100% · since May 2026
Node JS 4 1% required in 100% · since Apr 2026
Show all (15)
C#3
1C2
R2
Bash1
MATLAB1
C1
Dart1

What frameworks and libraries does ICON use?

React.js is named in 1% of job postings at ICON, followed by Pandas (<1%), ROS (<1%), Redux (<1%).

React.js 4 1% required in 75% · since Apr 2026
Pandas 3 <1% required in 100% · 3 open now · since May 2026
ROS 3 <1% required in 100% · since May 2026
Redux 3 <1% required in 100% · since Jul 2026
RxJS 3 <1% required in 100% · since Jul 2026
LangChain 2 <1% required in 100% · since Apr 2026
LlamaIndex 2 <1% required in 100% · since Apr 2026
MuJoCo 2 <1% required in 100% · since May 2026
Show all (24)
Plotly2
Shiny2
ggplot22
pgvector2
ASP.NET Core1
Angular1
Entity Framework Core1
Flutter1
Isaac Lab1
NumPy1
PyTorch1
ROS21
React Native1
SDL1
Scikit-learn1
Vue.js1

What databases does ICON use?

PostgreSQL is named in 1% of job postings at ICON, followed by Oracle (1%), Snowflake (<1%), Pinecone (<1%).

PostgreSQL 5 1% required in 100% · since Apr 2026
Oracle 5 1% required in 60% · 3 open now · since Sep 2026
Snowflake 3 <1% required in 67% · 2 open now · since Aug 2026
Pinecone 2 <1% optional · since Apr 2026
Weaviate 2 <1% optional · since Apr 2026
Amazon Redshift 1 <1% required in 100% · since Aug 2026
DynamoDB 1 <1% required in 100% · since Aug 2026
Google BigQuery 1 <1% required in 100% · since Aug 2026

What cloud and platforms does ICON use?

GCP is named in 30% of job postings at ICON, followed by Power BI (2%), AWS (2%), Azure (1%).

GCP 180 30% required in 100% · 123 open now · since Apr 2026
Power BI 10 2% required in 100% · 7 open now · since May 2026
AWS 10 2% required in 70% · 5 open now · since Apr 2026
Azure 6 1% required in 83% · 5 open now · since Aug 2026
Tableau 5 1% required in 100% · 4 open now · since May 2026
Databricks 4 1% required in 75% · 4 open now · since May 2026
Windows 4 1% required in 75% · 4 open now · since Oct 2026
Figma 3 <1% required in 100% · since Apr 2026
Show all (37)
GitHub3
OpenAI3
Active Directory3
PubMed3
Spark3
Anthropic2
Bitbucket2
Windows Server2
Kubernetes2
Linux2
Microsoft Entra ID2
AWS Lambda1
Amazon S31
Azure AKS1
CentOS Stream1
CyberArk1
GitHub Actions1
GitLab1
Grafana1
Hugging Face1
Looker1
MLFlow1
Microsoft Fabric1
OpenShift1
Prefect1
Red Hat1
VMWare1
Webflow1
Unix1

What developer tools does ICON use?

Veeva is named in 4% of job postings at ICON, followed by Microsoft Excel (4%), Medidata Rave (3%), SolidWorks (2%).

Veeva 25 4% required in 92% · 15 open now · since Aug 2026
Microsoft Excel 23 4% required in 96% · 17 open now · since Jul 2026
Medidata Rave 17 3% required in 88% · 12 open now · since May 2026
SolidWorks 12 2% required in 92% · since Feb 2026
LIMS 9 1% required in 100% · 5 open now · since Sep 2026
Jenkins 5 1% required in 100% · 1 open now · since May 2026
Ansible 3 <1% required in 100% · 3 open now · since Aug 2026
Git 3 <1% required in 100% · 1 open now · since Apr 2026
Show all (32)
GraphQL3
Matter3
Rest API3
Travis CI3
pySpark3
EtherCAT3
Claude Code2
Docker2
Gazebo2
Model Context Protocol2
Tcpdump2
Wireshark2
Cursor2
Devin2
Adobe Illustrator1
Adobe InDesign1
Alteryx1
Canva1
Copilot1
Isaac Sim1
Prometheus1
Terraform1
Webots1
AutoCAD1

What AI and ML technologies does ICON use?

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

Claude 4 1% required in 100% · since Apr 2026
LLM 4 1% required in 100% · 2 open now · since Apr 2026
ChatGPT 1 <1% required in 100% · 1 open now · since Aug 2026

Which engineering practices does ICON ask for?

Good Clinical Practice is named in 66% of job postings at ICON, followed by CAPA (4%), GLP (3%), CDISC (2%).

Good Clinical Practice 400 66% required in 99% · 260 open now · since Apr 2026
CAPA 25 4% required in 100% · 13 open now · since Aug 2026
GLP 16 3% required in 94% · 9 open now · since Aug 2026
CDISC 15 2% required in 100% · 12 open now · since Jul 2026
CI/CD 11 2% required in 100% · 3 open now · since Apr 2026
GMP 9 1% required in 100% · 7 open now · since Sep 2026
ELISA 7 1% required in 100% · 4 open now · since Sep 2026
Mass Spectrometry 6 1% required in 100% · 2 open now · since Sep 2026
Show all (43)
AI Agents5
Flow Cytometry5
Multi-Agent Systems5
Machine Learning5
DNS4
ICH Guidelines4
Incident Management4
21 CFR Part 113
Embeddings3
HPLC3
PCR3
Prompt Engineering3
RAG3
VPN3
BGP2
Function Calling2
ISO 134852
Knowledge Graph2
Motion Planning2
OSPF2
Platform Engineering2
A/B Testing2
Fine-tuning2
RLHF2
Structured Outputs2
Chromatography1
DHCP1
EU MDR1
IAM1
LLMOps1
NLP1
Sensor Fusion1

And 3 more, each named in fewer postings.

What does each ICON team work with?

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

Biotech

286 postings
GCP107
Veeva9
LIMS3
Medidata Rave2
SAS2

Sales

107 postings
GCP33
SAS6
Veeva5
Microsoft Excel4
Python4
Medidata Rave3

Management

37 postings
Claude2
Microsoft Excel2

Science & Research

21 postings
GCP6
Veeva2

Industrial Engineering

21 postings
SolidWorks7
LIMS3
PowerShell3
Active Directory2
Python2
Windows Server2

Operations

19 postings
GCP7
Microsoft Excel5

See the open roles

How does your stack fit ICON?

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How is the ICON 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
KubernetesNov 2026
WindowsOct 2026
PlotlyOct 2026
ShinyOct 2026
ggplot2Oct 2026
ROct 2026
Knowledge GraphOct 2026
HPLCOct 2026
Rising
Veeva0% → 5%
SAS0% → 3%
GLP0% → 3%
Falling
Python15% → 4%
CI/CD10% → 1%
TypeScript8% → 0%
SolidWorks8% → 1%
AWS8% → 1%
Jenkins6% → 0%
PostgreSQL6% → 0%
Power BI6% → 1%

How modern is the ICON stack?

Cutting-edge AI adopter 84/100

ICON scores 84 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: 3; legacy ones: 0.

How common is the ICON stack in its industry?

Share of the 123 companies in the same industries, whose stack Alion knows, that use each technology.

GCP76%
Python44%
SAS24%
SQL41%
AWS35%
Power BI29%
TypeScript26%
Azure36%
JavaScript30%
PowerShell17%

What sets ICON apart

Pandas4%
ROS1%
Redux3%
RxJS1%

Questions about the ICON tech stack

What programming languages does ICON use?

The languages named in ICON job postings are Python (5%), SAS (3%), SQL (2%), TypeScript (1%), PowerShell (1%), as a share of the 610 postings of the last 12 months.

Does ICON use React.js?

Yes. React.js is named in 4 of 610 job postings (1%) and required in 3 of them.

What cloud and platforms does ICON use?

The cloud and platforms named in ICON job postings are GCP (180), Power BI (10), AWS (10) (postings in brackets).

What skills do you need for a Biotech job at ICON?

Biotech postings at ICON most often require GCP (107), Veeva (9), LIMS (3), Medidata Rave (2), out of 286 postings in the last 12 months.

Is the ICON tech stack changing?

Yes. Kubernetes, Windows, Plotly, Shiny first appeared in ICON job postings in the last six months.

How modern is the ICON tech stack?

ICON scores 84 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: 3; legacy ones: 0.

How does Alion know the ICON tech stack?

Alion reads every job posting ICON publishes and tags the technologies each one names. The figures on this page count the 610 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, "ICON tech stack: 162 technologies from 610 job postings", as of Nov 11, 2026. https://alion.io/company/icon/technologies

Licence: CC BY-SA 4.0JSON