Avelios

21-100

FTE

A modular platform revolutionizing hospital processes through digitization and user-friendly solutions.

Avelios is a cutting-edge modular hospital platform designed to digitize and streamline various hospital processes, enhancing operational efficiency and user experience. The platform focuses on providing comprehensive solutions for healthcare professionals, ensuring that hospitals can operate more effectively in a rapidly evolving medical landscape.

Share:
Funding

€4.49M

HQ City

Munich

Revenue Model

B2B

Employee Count

21-100

Last Funding Round

02/2024

Stage

Late

Team Growth

84%

YoY Website Traffic Growth

186%

Machine Learning Engineer

Avelios

A modular platform revolutionizing hospital processes through digitization and user-friendly solutions.

A modular platform revolutionizing hospital processes through digitization and user-friendly solutions.

Munich

Munich

• Mid-Level

• On-Site

• Data

2025-05-27T00:03:32+00:00

2025-05-27T00:03:32+00:00

About Company
About Company
About Company

TL;DR

TL;DR
✨ The Role in One Sentence

Avelios is seeking a Machine Learning Engineer to integrate intelligent systems into clinical environments and build ML models at scale.

📋 What You'll Likely Do
  • 40%: Design and train ML models on large-scale clinical datasets.

  • 30%: Integrate AI-powered solutions into medical workflows.

  • 30%: Collaborate with development and research teams to bring machine learning into production.

🧑‍💻 Profiles Doing This Job
  • High Priority: Degree in Informatics, Computer Science, or related field.

  • High Priority: Hands-on experience with PyTorch, TensorFlow, or Keras.

  • High Priority: Strong coding background.

📈 How This Role Will Look on Your CV
  • Developed and deployed machine learning models in a clinical setting.

Private Job Notes

SIGN IN or SIGN UP

to use this feature

Private Job Notes

SIGN IN or SIGN UP

to use this feature

Private Job Notes

SIGN IN or SIGN UP

to use this feature

Latest similar jobs

SIMILAR by:

Crypto Wallets

Tangem

Machine Learning Engineer

Full-Time

Python

TensorFlow

Not Specified

New York

/ On-Site

PyTorch

AI Business Automation

BLP Digital

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Zurich

/ Hybrid

TensorFlow

Data Empowerment

AILY LABS

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Barcelona

/ Hybrid

AWS

Hospital Process Optimization

Avelios

iOS Developer

Part-Time

Swift

GitHub

German (O) / English (O)

Munich

/ On-Site

iOS

Hospital Process Optimization

Avelios

IOS Engineer

Full-Time

Swift

Git

English (R)

Munich

/ On-Site

iOS

Hospital Process Optimization

Avelios

Software Tester

Part-Time

Jira

German (R) / English (O)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Project Management

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Product Management

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Software Engineering

Part-Time

Java

Rust

English (O) / German (O)

Munich

/ On-Site

C/C++

Hospital Process Optimization

Avelios

Medical Product Development

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Talent Wanted

Full-Time

Not Specified

Munich

/ On-Site

Hospital Process Optimization

Avelios

Talent Attraction Manager

Full-Time

Slack

English (R) / German (R)

Munich

/ On-Site

Jira

Hospital Process Optimization

Avelios

Solution Engineer

Full-Time

SQL

English (O) / German (R)

Munich

/ On-Site

REST APIs

Hospital Process Optimization

Avelios

Software Tester \(QA\)

Full-Time

Jira

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Regulatory Affairs Manager

Full-Time

Microsoft Excel

German (R) / English (R)

Munich

/ On-Site

Google Workspace

Hospital Process Optimization

Avelios

Product Manager

Full-Time

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Machine Learning Engineer

Full-Time

PyTorch

Python

English (R) / German (R)

Munich

/ On-Site

TensorFlow

Hospital Process Optimization

Avelios

Medical Manager

Full-Time

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Product Management

Internship

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Coder for Product Development

Full-Time

SQL

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

IT System Administrator

Full-Time

Linux

macOS

English (R) / German (R)

Munich

/ On-Site

Windows

Hospital Process Optimization

Avelios

Full Stack Engineer

Full-Time

Java

German (O) / English (R)

Munich

/ On-Site

TypeScript

Hospital Process Optimization

Avelios

Frontend Engineer

Full-Time

TypeScript

German (O) / English (O)

Munich

/ On-Site

Swift

Hospital Process Optimization

Avelios

DevOps Engineer

Full-Time

Docker

Linux

English (R) / German (O)

Munich

/ On-Site

Kubernetes

Hospital Process Optimization

Avelios

Customer Success Manager

Full-Time

Jira

German (R) / English (R)

Munich

/ On-Site

Payment Solutions

Payrails

Machine Learning Engineer

Full-Time

Python

PyTorch

Not Specified

Berlin

/ Hybrid

TensorFlow

Hospital Process Optimization

Avelios

Clinical Project Manager

Full-Time

German (R) / English (O)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Backend Engineer

Full-Time

Java

Rust

German (O) / English (R)

Munich

/ On-Site

C/C++

Hospital Process Optimization

Avelios

Android Engineer

Full-Time

Kotlin

English (R)

Munich

/ On-Site

Android

Hospital Process Optimization

Avelios

UX/UI Designer

Full-Time

HTML

JavaScript

English (O) / German (O)

Munich

/ On-Site

CSS

Hospital Process Optimization

Avelios

Sales Manager

Full-Time

Salesforce

English (O) / German (R)

Munich

/ Hybrid

AI Cancer Diagnostics

MindPeak

Machine Learning Engineer

Full-Time

Python

Git

English (R) / German (O)

Hamburg

/ On-Site

PyTorch

Data Empowerment

AILY LABS

Machine Learning Engineer

Full-Time

Python

Kubernetes

English (R)

Barcelona

/ Hybrid

AWS

AI for Radiologists

Floy GmbH

Machine Learning Engineer

Full-Time

Python

TensorFlow

English (R)

Remote

/ Remote

PyTorch

AI Audio Solutions

ai|coustics

Machine Learning Engineer

Full-Time

Python

PyTorch

Not Specified

Berlin

/ On-Site

TensorFlow

Conversational Commerce

charles

Machine Learning Engineer

Full-Time

Python

AWS

Not Specified

Berlin

/ Hybrid

PyTorch

Digital Financing

neoshare

Machine Learning Engineer

Full-Time

Python

PyTorch

English (R)

Sofia

/ Hybrid

TensorFlow

AI Pathology Solutions

AIgnostics

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Berlin

/ Hybrid

AWS

AI Pathology Solutions

AIgnostics

Machine Learning Engineer

Full-Time

Python

AWS

Not Specified

Berlin

/ Hybrid

Kubernetes

Smart Construction Analytics

Conxai Technologies GmbH

Machine Learning Engineer

Full-Time

Python

Linux

English (R)

Munich

/ On-Site

PyTorch

Latest similar jobs

SIMILAR by:

Crypto Wallets

Tangem

Machine Learning Engineer

Full-Time

Python

TensorFlow

Not Specified

New York

/ On-Site

PyTorch

AI Business Automation

BLP Digital

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Zurich

/ Hybrid

TensorFlow

Data Empowerment

AILY LABS

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Barcelona

/ Hybrid

AWS

Hospital Process Optimization

Avelios

iOS Developer

Part-Time

Swift

GitHub

German (O) / English (O)

Munich

/ On-Site

iOS

Hospital Process Optimization

Avelios

IOS Engineer

Full-Time

Swift

Git

English (R)

Munich

/ On-Site

iOS

Hospital Process Optimization

Avelios

Software Tester

Part-Time

Jira

German (R) / English (O)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Project Management

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Product Management

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Software Engineering

Part-Time

Java

Rust

English (O) / German (O)

Munich

/ On-Site

C/C++

Hospital Process Optimization

Avelios

Medical Product Development

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Talent Wanted

Full-Time

Not Specified

Munich

/ On-Site

Hospital Process Optimization

Avelios

Talent Attraction Manager

Full-Time

Slack

English (R) / German (R)

Munich

/ On-Site

Jira

Hospital Process Optimization

Avelios

Solution Engineer

Full-Time

SQL

English (O) / German (R)

Munich

/ On-Site

REST APIs

Hospital Process Optimization

Avelios

Software Tester \(QA\)

Full-Time

Jira

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Regulatory Affairs Manager

Full-Time

Microsoft Excel

German (R) / English (R)

Munich

/ On-Site

Google Workspace

Hospital Process Optimization

Avelios

Product Manager

Full-Time

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Machine Learning Engineer

Full-Time

PyTorch

Python

English (R) / German (R)

Munich

/ On-Site

TensorFlow

Hospital Process Optimization

Avelios

Medical Manager

Full-Time

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Product Management

Internship

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Coder for Product Development

Full-Time

SQL

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

IT System Administrator

Full-Time

Linux

macOS

English (R) / German (R)

Munich

/ On-Site

Windows

Hospital Process Optimization

Avelios

Full Stack Engineer

Full-Time

Java

German (O) / English (R)

Munich

/ On-Site

TypeScript

Hospital Process Optimization

Avelios

Frontend Engineer

Full-Time

TypeScript

German (O) / English (O)

Munich

/ On-Site

Swift

Hospital Process Optimization

Avelios

DevOps Engineer

Full-Time

Docker

Linux

English (R) / German (O)

Munich

/ On-Site

Kubernetes

Hospital Process Optimization

Avelios

Customer Success Manager

Full-Time

Jira

German (R) / English (R)

Munich

/ On-Site

Payment Solutions

Payrails

Machine Learning Engineer

Full-Time

Python

PyTorch

Not Specified

Berlin

/ Hybrid

TensorFlow

Hospital Process Optimization

Avelios

Clinical Project Manager

Full-Time

German (R) / English (O)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Backend Engineer

Full-Time

Java

Rust

German (O) / English (R)

Munich

/ On-Site

C/C++

Hospital Process Optimization

Avelios

Android Engineer

Full-Time

Kotlin

English (R)

Munich

/ On-Site

Android

Hospital Process Optimization

Avelios

UX/UI Designer

Full-Time

HTML

JavaScript

English (O) / German (O)

Munich

/ On-Site

CSS

Hospital Process Optimization

Avelios

Sales Manager

Full-Time

Salesforce

English (O) / German (R)

Munich

/ Hybrid

AI Cancer Diagnostics

MindPeak

Machine Learning Engineer

Full-Time

Python

Git

English (R) / German (O)

Hamburg

/ On-Site

PyTorch

Data Empowerment

AILY LABS

Machine Learning Engineer

Full-Time

Python

Kubernetes

English (R)

Barcelona

/ Hybrid

AWS

AI for Radiologists

Floy GmbH

Machine Learning Engineer

Full-Time

Python

TensorFlow

English (R)

Remote

/ Remote

PyTorch

AI Audio Solutions

ai|coustics

Machine Learning Engineer

Full-Time

Python

PyTorch

Not Specified

Berlin

/ On-Site

TensorFlow

Conversational Commerce

charles

Machine Learning Engineer

Full-Time

Python

AWS

Not Specified

Berlin

/ Hybrid

PyTorch

Digital Financing

neoshare

Machine Learning Engineer

Full-Time

Python

PyTorch

English (R)

Sofia

/ Hybrid

TensorFlow

AI Pathology Solutions

AIgnostics

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Berlin

/ Hybrid

AWS

AI Pathology Solutions

AIgnostics

Machine Learning Engineer

Full-Time

Python

AWS

Not Specified

Berlin

/ Hybrid

Kubernetes

Smart Construction Analytics

Conxai Technologies GmbH

Machine Learning Engineer

Full-Time

Python

Linux

English (R)

Munich

/ On-Site

PyTorch

Latest similar jobs

SIMILAR by:

Crypto Wallets

Tangem

Machine Learning Engineer

Full-Time

Python

TensorFlow

Not Specified

New York

/ On-Site

PyTorch

AI Business Automation

BLP Digital

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Zurich

/ Hybrid

TensorFlow

Data Empowerment

AILY LABS

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Barcelona

/ Hybrid

AWS

Hospital Process Optimization

Avelios

iOS Developer

Part-Time

Swift

GitHub

German (O) / English (O)

Munich

/ On-Site

iOS

Hospital Process Optimization

Avelios

IOS Engineer

Full-Time

Swift

Git

English (R)

Munich

/ On-Site

iOS

Hospital Process Optimization

Avelios

Software Tester

Part-Time

Jira

German (R) / English (O)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Project Management

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Product Management

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Software Engineering

Part-Time

Java

Rust

English (O) / German (O)

Munich

/ On-Site

C/C++

Hospital Process Optimization

Avelios

Medical Product Development

Part-Time

German (R) / English (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Talent Wanted

Full-Time

Not Specified

Munich

/ On-Site

Hospital Process Optimization

Avelios

Talent Attraction Manager

Full-Time

Slack

English (R) / German (R)

Munich

/ On-Site

Jira

Hospital Process Optimization

Avelios

Solution Engineer

Full-Time

SQL

English (O) / German (R)

Munich

/ On-Site

REST APIs

Hospital Process Optimization

Avelios

Software Tester \(QA\)

Full-Time

Jira

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Regulatory Affairs Manager

Full-Time

Microsoft Excel

German (R) / English (R)

Munich

/ On-Site

Google Workspace

Hospital Process Optimization

Avelios

Product Manager

Full-Time

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Machine Learning Engineer

Full-Time

PyTorch

Python

English (R) / German (R)

Munich

/ On-Site

TensorFlow

Hospital Process Optimization

Avelios

Medical Manager

Full-Time

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Product Management

Internship

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Coder for Product Development

Full-Time

SQL

English (R) / German (R)

Munich

/ On-Site

Hospital Process Optimization

Avelios

IT System Administrator

Full-Time

Linux

macOS

English (R) / German (R)

Munich

/ On-Site

Windows

Hospital Process Optimization

Avelios

Full Stack Engineer

Full-Time

Java

German (O) / English (R)

Munich

/ On-Site

TypeScript

Hospital Process Optimization

Avelios

Frontend Engineer

Full-Time

TypeScript

German (O) / English (O)

Munich

/ On-Site

Swift

Hospital Process Optimization

Avelios

DevOps Engineer

Full-Time

Docker

Linux

English (R) / German (O)

Munich

/ On-Site

Kubernetes

Hospital Process Optimization

Avelios

Customer Success Manager

Full-Time

Jira

German (R) / English (R)

Munich

/ On-Site

Payment Solutions

Payrails

Machine Learning Engineer

Full-Time

Python

PyTorch

Not Specified

Berlin

/ Hybrid

TensorFlow

Hospital Process Optimization

Avelios

Clinical Project Manager

Full-Time

German (R) / English (O)

Munich

/ On-Site

Hospital Process Optimization

Avelios

Backend Engineer

Full-Time

Java

Rust

German (O) / English (R)

Munich

/ On-Site

C/C++

Hospital Process Optimization

Avelios

Android Engineer

Full-Time

Kotlin

English (R)

Munich

/ On-Site

Android

Hospital Process Optimization

Avelios

UX/UI Designer

Full-Time

HTML

JavaScript

English (O) / German (O)

Munich

/ On-Site

CSS

Hospital Process Optimization

Avelios

Sales Manager

Full-Time

Salesforce

English (O) / German (R)

Munich

/ Hybrid

AI Cancer Diagnostics

MindPeak

Machine Learning Engineer

Full-Time

Python

Git

English (R) / German (O)

Hamburg

/ On-Site

PyTorch

Data Empowerment

AILY LABS

Machine Learning Engineer

Full-Time

Python

Kubernetes

English (R)

Barcelona

/ Hybrid

AWS

AI for Radiologists

Floy GmbH

Machine Learning Engineer

Full-Time

Python

TensorFlow

English (R)

Remote

/ Remote

PyTorch

AI Audio Solutions

ai|coustics

Machine Learning Engineer

Full-Time

Python

PyTorch

Not Specified

Berlin

/ On-Site

TensorFlow

Conversational Commerce

charles

Machine Learning Engineer

Full-Time

Python

AWS

Not Specified

Berlin

/ Hybrid

PyTorch

Digital Financing

neoshare

Machine Learning Engineer

Full-Time

Python

PyTorch

English (R)

Sofia

/ Hybrid

TensorFlow

AI Pathology Solutions

AIgnostics

Machine Learning Engineer

Full-Time

Python

Kubernetes

Not Specified

Berlin

/ Hybrid

AWS

AI Pathology Solutions

AIgnostics

Machine Learning Engineer

Full-Time

Python

AWS

Not Specified

Berlin

/ Hybrid

Kubernetes

Smart Construction Analytics

Conxai Technologies GmbH

Machine Learning Engineer

Full-Time

Python

Linux

English (R)

Munich

/ On-Site

PyTorch