Job Description
Position Description:
- Lead a team of AI.
- Full-time
- Mid-Senior level
- Be responsible for:
- Lead Artificial Intelligence algorithm development and related algorithms including:
- Design and implement Machine Learning Algorithms to be integrated into the Company’s key products; Build the new models, evaluate and improve them.
- Provide technical direction and guidance on algorithm and AI/ML development.
- Assist team in planning and prioritizing their work.
- Conduct hands-on research working with noisy and complex data sets; Solve difficult unconventional problems, using advanced AI, ML, DL methods.
- Help select tools, equipment and infrastructure for prototyping and production environments.
- Work closely with the cloud solution (CARTONET) team for the development of AI algorithms that will be part of the cloud solution offering.
- Collaborate on data collection, management, and processing of data for algorithm development purposes, including:
- Working with the clinical research team in order to collaborate with them on data collection.
- Working closely with the cloud solution (CARTONET) team to receive and potentially manipulate/process the data that will contribute to the AI development.
- Collaborate with different J&J MedTech franchises in relation to AI and Data Science
- Working cross-functionally with many people and departments in the company – R&D, Project Managers, QA and Regulatory
- Drive innovation; promote knowledge and use of new tools
- Developing and building a strong talent
- Build new capabilities leveraging both internal talent and external expertise as required
- Provide scientific expertise to support multiple initiatives while being rooted in strong product-oriented and clinical understanding.
- Provide support for publications, patents and regulatory submissions.
- Education – at least MSc in Engineering/ Computer Science/ Physics. PhD – an advantage
- At least 7 years of engineering industrial experience, of which 3 years of AI/machine learning related. Experience in Medical Devices- an advantage
- Experience in leading a team
- Knowledge about the most used machine learning algorithms (e.g. Neural Networks, Ensemble Tree methods, Reinforcement Learning)
- Experience in one or more object-oriented languages, including Python
- Experience with regression/classification problems using Machine Learning and Deep Learning
- Experience in developing cloud-based application; in deep learning, time series analysis or signal processing
- Advantage - Experience with a variety of data sets (Electronic Signals/Images)
Primary Location
Europe/Middle East/Africa-Israel-Northern-Yokneam
Organization
Biosense Israel Ltd. (7957)
Job Function
Data Science
Job Qualifications
Requirements:
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Python
ML ꞏ 3y
Deep learning