Data Scientist
Python
Data Scientist
MX Labs
Kraków
Type of work
Undetermined
Experience
Mid
Employment Type
B2B
Operating mode
Remote
Tech stack
Python
Pandas
NumPy
SciPy
Matlab
Job description
Online interview
At MX Labs we want to make the world a better place and we are seriously PASSIONATE about it. We deliver digital, smartphone accessible health & wellness diagnostic tools.
The core MX Labs technology is the Shen.AI platform that 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 Data Scientist you will support our team by finding answers to the critical questions and sharing new insights from exploratory data analysis and idenftify weak links in our data processing pipelines, ensuring the highest quality of the data delivered to our models.
As a Data Scientist you will support our team by finding answers to the critical questions and sharing new insights from exploratory data analysis and idenftify weak links in our data processing pipelines, ensuring the highest quality of the data delivered to our models.
Accountabilities:
- Processing and cleaning of biosignal data.
- Monitoring data quality, detecting errors, seeking to automate ways for invalid data labeling.
- Writing code for identification of corrupted signal segments.
- Providing feedback to data collection teams regarding experimental setups and procedures.
- Performing exploratory analysis, creating visualizations and sharing data-informed insights with the team.
- Analysing model results and defining adverse conditions in which model performance is worse.
Requirements:
- BSc/MSc in Biomedical Engineering, Electrical Engineering, Computational Neuroscience or similar.
- 0 - 4 years of experience in a related field based on education level
- Good knowledge of statistics and digital signal processing
- Good software engineering skills in Python
- Knowledge of scientific libraries such as Scipy, Numpy, Pandas (must have)
- Experience of collecting and processing data from medical hardware
- Previous experience with analysis of biosignals (ECG, EEG, PPG)
- Interest in human physiology, medicine, and wellness.
- Nice to have: Matlab, Machine Learning/Deep Learning experience
We offer:
- 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.
- Unlimited, paid vacation time.
- Private healthcare.
- Multisport card.
- Work equipment and tools of your choice.
- Competitive and fair salary depending on skills and experience.