Senior Machine Learning Engineer
Python
Senior Machine Learning Engineer
Wrocław
Type of work
Undetermined
Experience
Senior
Employment Type
Permanent
Operating mode
Remote
Tech stack
PyTorch
Python
Machine Learning
Computer Vision
Job description
Online interview
LifeFlow is a Polish venture which specializes in cardiac diagnostics. The technology offered by LifeFlow is likely to revolutionize the market of cardio-diagnostic tools and help to significantly reduce the risks associated with invasive tests.
We are looking for Machine Learning Engineer, who will join our AI Team!
As a part of your work at LifeFlow, you will develop technology that allows to create a so-called digital twin of anatomical structures, so they can be simulated. As a result, it will enable an accurate diagnosis and visualization of the examination without the need to interfere with the patient's body.
Location: Wroclaw, Poland
What is the ML Engineer position at LifeFlow all about:
- Conducting experiments, developing and adapting algorithms to solve the problems of volumetric segmentation and related
- Implementing and maintaining tests, evaluations, and production infrastructure
- Assistance in the annotation and verification of data quality, also cooperation with radiologists and other specialists
- Work on the software by the necessary guidelines of the medical industry
We expect from you:
- Commercial experience with Machine Learning/Computer Vision (at least 3 years)
- Very good knowledge of Python, PyTorch (or alternatives)
- Experience and knowledge of classical computer vision and image processing techniques
- General algorithmic and mathematical efficiency
Nice to have:
- Knowledge of computer graphics and computational geometry
- Experience with volumetric and medical data using ITK and VTK
- Experience with Azure and AzureML
- Knowledge of C++
Working at LifeFlow will be an opportunity for you to:
- Work for the company which develops a pioneering solution that will revolutionize the diagnosis of heart diseases
- Constant contact with radiologists who help us understand and work on the data
- Being a part of the R&D team working on the best and innovative solutions
Want to know more? Apply and find out!
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