Senior Machine Learning Engineer
hace 7 días
Job Description
We are seeking a highly motivated and innovative Deep Learning Specialist to lead the development and optimization of our AI-powered ECG analysis platform.
This role demands deep expertise in designing and implementing custom deep learning models from scratch, with a strong ability to mentor and guide a team of data scientists and engineers.
Responsibilities:
- Develop and optimize AI-powered ECG analysis platform using deep learning techniques.
- Lead and mentor a team of data scientists and engineers to drive innovation and improve model performance.
- Collaborate with engineers, domain experts, and stakeholders to ensure technical solutions align with business goals.
- Drive model optimization efforts to improve accuracy, efficiency, and generalization.
- Implement data balancing, augmentation, and synthetic data generation techniques to improve model robustness.
Requirements:
- Masters or PhD in a quantitative field with a focus on deep learning.
- 6+ years of experience in developing, optimizing, and deploying deep learning models in production.
- Strong expertise in signal processing, data balancing, model debugging, and performance optimization.
- Proficiency in TensorFlow or PyTorch, Python, and ML libraries (NumPy, Scikit-learn, Pandas).
- Experience leading and mentoring teams, driving collaboration, and managing machine learning pipelines.
- Strong project management and communication skills, with the ability to align technical goals with business objectives.
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