About the job
Fast-growing AI company is seeking highly-qualified scientists and engineers with experience in ML (Machine Learning), DL (Deep Learning) and Computer Vision to address real-world challenges in the Health Care industry. If you have a successful track record in software development, knowledge of current software technologies and methodologies, and excellent communication and interpersonal skills, we want to talk with you.
Desired skills:
- Proficiency in Python and deep learning libraries such as PyTorch, TensorFlow, or Keras
- Experience with medical image segmentation, particularly medical/dental radiographs
- Strong background in image and data processing: noise removal, data augmentation, dataset truthing and construction
- Expertise in managing, visualizing, and processing large-scale image datasets
- Comfortable working within a team as well as heading up your own research initiatives
- Experience optimizing and deploying models into production (e.g. ONNX, BentoML, or similar)
Responsibilities may include:
- Understand business objectives and develop models that help to achieve them, along with metrics to track progress
- Select and evaluate DL algorithms suitable for complex segmentation or classification tasks
- Analyze and preprocess image data to ensure quality and suitability for modeling
- Define validation strategies to identify and address potential biases or data issues that could negatively impact model generalization
- Train models and fine-tune hyperparameters to optimize performance and throughput
Why work for NovoDynamics?
- Be part of a dynamic team that designs disruptive technologies for the Health Care industry
- Receive great compensation and benefits
- Work in downtown Ann Arbor near the University of Michigan campus
- Enjoy free parking, popcorn, coffee, tea and soft drinks
- Delight in an amazing work environment with interesting and engaged teammates
- Relax with generous and flexible time off