Computational Physiology Research Engineer
Poland
At Shen.AI we deliver digital, smartphone accessible health & wellness diagnostic tools that run locally on your mobile device. Based on 30 second video scan of human face, we extract over 25 health markers, such as Heart Rate, HRV, Blood Pressure, Stress Level and more.
The Shen AI platform combines state-of-the-art computer vision and advanced vital signs processing with the power of AI for health and wellness monitoring. It provides real or near real-time display of health metrics, biofeedback, and preliminary diagnosis with recommended follow-up steps. As a Deep Learning Engineer you will support our team by exploring data preparation pipelines and developing&testing training methodologies, ensuring the highest quality of the input delivered to our models.
Key responsibilities:
Twój zakres obowiązków:
- Develop deep learning models for biosignal analysis.
- Conduct research on deep learning architectures for biomedical signals.
- Provide feedback to data collection teams regarding experimental setups and procedures.
- Perform exploratory data analysis, create visualizations and share data-informed insights with the team
- Process, clean, and prepare biosignal data.
- Generate synthetic data
- Monitor data quality and automate invalid data labeling.
- Identify and fix issues in data processing pipelines.
Requirements
Nasze wymagania:
- MSc / PhD in Computer Science, Mathematics, Biomedical Engineering or similar.
- Strong knowledge of SOTA machine learning trends, new architectures and signal processing methods.
- Experience with biosignal analysis (ECG, EEG, PPG or similar).
- 3+ years of experience with data analysis and neural networks.
- Proficiency in Python and scientific libraries (Scikit-learn, Scipy, Numpy, Pandas and MatplotLib).
- Experience with PyTorch/Tensorflow.
- Interest in human physiology, medicine, and wellness.
Nice to have:
Miło widziane:
- Previous c++ experience
- knowledge of Computer Vision domain
- Data mining experience
We Offer:
Oferujemy:
- Opportunity to co-create meaningful technology and products that improve people's lives.
- Culture of ownership, openness and trust.
- Working with professionals in a small dream team.
- The most effective and proven cooperation methodologies and tools.
- Freedom and flexibility working remotely or on-site in Wroclaw, Poland.
- Private healthcare.
- Work equipment and tools of your choice.
- Competitive and fair salary depending on skills and experience.
What we offer
Meaningful technology
Opportunity to co-create meaningful technology and products that improve people’s lives.
Healthy culture
Culture of ownership, openness, and trust
Professional team
Working with professionals in a small dream team.
Freedom and flexibility
Freedom and flexibility working remotely.
Unlimited vacation
Unlimited, paid vacation time.
Private healthcare
Private healthcare
You choose your tools
Work equipment and tools of your choice
Competitive and fair salary
Opportunity to co-create meaningful technology and products that improve people’s lives.
Didn’t find what you’re looking for?
Submit your application for our general consideration!
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