Signal Processing Intern

Resmonics AG; Zürich; Hybride; CHF 20 000 - 36 000; Plein temps

Résumé du poste

Resmonics AG is seeking a Signal Processing and Data Science Intern to develop on-device signal processing algorithms and deep learning models. You will work with the Tech Team to solve complex problems and write clear, maintainable code.

You should have a CS/engineering background, experience with ML frameworks, and familiarity with Android SDKs for mobile applications. Fluency in English or German is expected.

Qualifications

• Experience in AI/ML or Deep Learning is a plus.
• Familiarity with ML frameworks such as TensorFlow, PyTorch or Keras.
• Background in acoustic signal processing and software development.

Responsabilités

• Develop and enhance signal processing algorithms for on-device execution.
• Develop and tailor deep learning models for embedded platforms.
• Collaborate with the Tech Team and document code clearly.
• Apply test-driven development to deliver high-quality features.

Connaissances

AI/ML

Deep Learning

TensorFlow

PyTorch

Keras

Scikit-learn

Acoustic Signal Processing

Software Engineering

Mobile SDKs

Android development

English or German

CS/Engineering degree

Formation

B.Sc./BEng in CS or related

Outils

Android SDK

Description du poste

Job Type

Full Time

About the Company

Resmonics AG is a spin-off from ETH Zurich founded in 2020. We are a pioneer in the field of acoustic artificial intelligence for lung diseases with the mission to stop lung diseases from progressing and spreading. Our first product, ResGuard Med™, is a CE-certified medical software that enables clinical-grade respiratory symptom monitoring via a smartphone’s built-in microphone. One year after market launch, the product is being used internationally by thousands of users in Switzerland, Finland, China, and New Zealand. Our second product is the novel revolutionary device “Quorum” - the world's first respiratory infection warning system for indoor spaces. For the very first time, hospitals and companies can now safeguard their invaluable workforce from respiratory infections right within the workplace, with precision and immediacy. We are expanding our team to bring Quorum to market.

About the Role

As a Signal Processing and Data Science Intern at Resmonics, you will be mainly responsible for developing and enhancing novel signal processing algorithms and deep learning models and tailoring them towards on-device processes. You will work closely with our Tech Team, and we expect you to:

• Solve complex technical problems with minimum supervision
• Write clear documentation and maintainable and reusable code
• Leverage test-driven principles to develop high-quality features and software
• Troubleshoot and resolve software defects and other technical issues
• Review and optimize our current product’s technical design, code, and documentation

Requirements

Following skills are a plus to be considered for the internship:

• Experience in the field of AI, Machine Learning, or Deep
• LearningExperience in popular ML frameworks, especially TensorFlow, Sklearn, PyTorch, and Keras
• Experience in Acoustic Signal Processing (Nyquist–Shannon sampling theorem, ...)
• Experience in the field of software engineering and development
• Knowledge in building SDKs for mobile applications, for Android OS and other mobile OS is a big plus
• Fluency in English or German
• Degree in computer science, electrical engineering, biomedical engineering, bioengineering, mathematics, or any other relevant technical field
• Entrepreneurial and customer-oriented mindset

We operate in one of the fastest-growing markets. You can look forward to a high degree of impact and responsibility. A steep learning curve is guaranteed. You will be part of an ambitious team that strives to challenge the status quo in digital health and respiratory care.

What you can expect

We operate in one of the fastest-growing markets. You can look forward to a high degree of impact and responsibility. A steep learning curve is guaranteed. You will be part of an ambitious team that strives to challenge the status quo in digital health and respiratory care.

Our team has a strong academic background, and we believe in the relevance and impact of open science. Therefore, if you are interested in publishing your results in a journal, we are also very open to discussing it and supporting you in doing so during or after your internship at Resmonics.

Are you interested in working with us on a meaningful and evidence-based project to create value for patients?