Principal Engineer – AI, Signal Processing & Foundation Models
- יקנעם
- משרה קבועה
- משרה מלאה
- Advanced AI and Signal Processing Development: Design, develop, and deploy AI models for EP signal processing, applying advanced techniques including leveraging foundation models to enhance data quality and model performance.
- Data Management & Algorithm Implementation: Engage in the collection, preprocessing, and transformation of complex EP data sets, while implementing robust algorithms and pipelines to ensure reliability and accuracy in both signal analysis and AI-driven predictions.
- Technical Innovation & Problem Solving: Drive technical initiatives to solve complex EP problems using integrated AI and signal processing, staying current with industry trends to apply innovative solutions.
- Collaborative Research & Development: Collaborate with team members to integrate signal processing insights into AI-driven EP projects, sharing expertise to enhance our technical and innovative approaches.
- Significant Signal Processing Expertise: At least 3 years of hands-on experience in advanced signal processing.
- Proven AI Development Experience: A minimum of 5 years of substantial, real-world experience applying AI methods to signal processing challenges.
- Foundation Model Development Experience: Experience in developing and applying Foundation Models is a strong advantage.
- Technical Proficiency: Expertise in Python, including relevant libraries (such as NumPy, SciPy, and PyTorch), and experience with tools and environments for developing and deploying complex data-driven models.
- Academic & Professional Background: An M.Sc. in Computer Science, Electrical Engineering, Biomedical Engineering, or a related field is required, though significant relevant experience may result in a lower academic requirement.
- Interdisciplinary Collaboration: Strong communication skills and proven success in collaborative, fast-paced, and innovative environments.