Senior Machine Learning Engineer
103 - 164 PLN/ godz.B2B
13k - 20.5k PLN13 000 - 20 500 PLN/ mies.UoP
SeniorFull-time·B2B·Umowa o pracę
#452812·Dodano 3 dni temu·0
Źródło: nofluffjobs.comTech Stack / Keywords
AIDeep learningPythonMachine learningPyTorchNumPySciPypandasGPUAWSITK/VTK/PyVistaJupyter Notebook
Firma i stanowisko
At Graylight Imaging, we develop technologies for the medical field, focusing on analysing medical imaging studies. Besides commercial projects, we conduct our own R&D building machine learning algorithms for cardiology. As a team member, you will contribute to solving unsolved problems aimed at improving people's health and lives.
Wymagania
- Higher technical education (PhD in computer science/statistics/mathematics is an asset)
- Minimum 3 years of experience in machine learning
- Very good knowledge of visualization techniques, data exploration, especially numerical and image data
- Knowledge in statistics, mathematics, and machine learning (especially deep learning)
- Very good knowledge of neural network architectures including CNN and UNet
- Good knowledge of Python
- Very good knowledge of image processing, signal analysis, and algorithm analysis
- Ability to efficiently implement and verify literature methods related to machine learning
- Understanding of advantages and disadvantages of machine learning algorithms and ability to present solutions clearly
- Independence, proactivity, openness to change, communication skills, analytical thinking
- Effective work organization and time management
- Very good knowledge of English (minimum C1)
Obowiązki
- Design and implement systems processing medical data using machine learning methods
- Conduct experimental research on deep neural network algorithms for image data processing
- Validate and evaluate algorithm correctness across software development phases
- Create project documentation, including experimental reports
- Collaborate with software engineers and clients to develop technical IT solutions
- Analyze business requirements and design technical architecture for testing and implementation
- Mentor and supervise machine learning engineers
- Execute assigned project tasks in cooperation with the team and clients
- Prepare knowledge exchange and process optimization in the team
Benefity
- Fascinating projects with real impact on health and lives
- High technical standards
- Proactive and great colleagues
- Events and team-building activities
- Professional development budget
- Group insurance
- Medicover health insurance
- Hybrid work arrangements and flexible hours
- Opportunity to collaborate with the scientific community and publish in journals
- Flat structure
- Small teams
- International projects
- Free coffee
- Free parking
- Startup atmosphere
Elastyczne godziny
Opieka zdrowotna
Ubezpieczenie
Dofinansowanie szkoleń
Spotkania integracyjne
Budżet konferencyjny
Graylight Imaging Sp. zo.o.
Pracodawca