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Deep Learning Engineer

1 month ago

Bakersfield, California, United States Shen Full time
Unlock the Power of Health and Wellness with Shen.AI

At Shen.AI, we're revolutionizing the way we approach health and wellness diagnostics. Our cutting-edge platform leverages state-of-the-art computer vision and advanced vital signs processing, combined with the power of AI, to provide real-time health metrics, biofeedback, and preliminary diagnoses.

We're seeking a talented Deep Learning Engineer to join our team and contribute to the development of our innovative platform. As a key member of our team, you'll be responsible for exploring data preparation pipelines, developing and testing training methodologies, and ensuring the highest quality of input delivered to our models.

Key Responsibilities:
  • Develop and implement deep learning models for biosignal analysis.
  • Conduct research on deep learning architectures for biomedical signals.
  • Collaborate with data collection teams to provide feedback on experimental setups and procedures.
  • Perform exploratory data analysis, create visualizations, and share data-informed insights with the team.
  • Process, clean, and prepare biosignal data.
  • Generate synthetic data.
  • Monitor data quality and automate invalid data labeling.
  • Identify and resolve issues in data processing pipelines.
Requirements:
  • MSc/PhD in Computer Science, Mathematics, Biomedical Engineering, or a related field.
  • Strong knowledge of state-of-the-art machine learning trends, new architectures, and signal processing methods.
  • Experience with biosignal analysis (ECG, EEG, PPG, or similar).
  • 3+ years of experience with data analysis and neural networks.
  • Proficiency in Python and scientific libraries (Scikit-learn, Scipy, Numpy, Pandas, and Matplotlib).
  • Experience with PyTorch/TensorFlow.
  • Interest in human physiology, medicine, and wellness.
Nice to Have:
  • Previous C++ experience.
  • Knowledge of Computer Vision domain.
  • Data mining experience.
What We Offer:
  • Opportunity to co-create meaningful technology and products that improve people's lives.
  • Culture of ownership, openness, and trust.
  • Collaboration with professionals in a small, dynamic team.
  • Effective and proven cooperation methodologies and tools.
  • Freedom and flexibility to work remotely or on-site in Wroclaw, Poland.
  • Private healthcare.
  • Multisport card.
  • Work equipment and tools of your choice.
  • Competitive and fair salary depending on skills and experience.