Machine Learning Engineer

3 weeks ago

Milpitas, United States Tiposi Full time

Located in Silicon Valley, California, Tiposi is an innovative leader in developing low-frequency, low-power radar sensor technology. Our mission is to enhance the quality of life, comfort, and safety through non-intrusive sensors that ensure complete privacy while detecting vital data.

As a rapidly expanding startup, we are seeking an Artificial Intelligence/Machine Learning (AI/ML) Engineer who thrives in the dynamic and challenging environment of a startup. This role is crucial for advancing our technology and making significant impacts in the medical device industry.

Microwave and Spectroscopy Artificial Intelligence/Machine Learning (AI/ML) Engineer

Role Overview:

Join our team as an AI/ML Engineer focused on integrating and advancing machine learning algorithms within our cutting-edge microwave detection technology. This position involves close collaboration with a multidisciplinary team to innovate and develop AI solutions that improve the functionality and application of our medical devices.

Responsibilities:

  • Develop and enhance machine learning algorithms for our innovative medical device technology.
  • Work with manufacturers and engineers to integrate AI systems that improve diagnostics and patient monitoring.
  • Utilize deep learning, neural networks, and image processing to analyze and interpret complex medical data.

Basic Qualifications:

  • Ph.D. in relevant field or 5+ years of experience in Artificial Intelligence/Machine Learning.
  • Proficient understanding of Deep Learning algorithms.
  • Expertise in machine learning libraries and frameworks, including PyTorch, TensorFlow, NumPy, and scikit-learn.
  • Experience with algorithm implementation on GPUs.
  • Proven ability in solving inverse problems using advanced signal processing and machine learning techniques, especially inverse scattering problems.

Preferred Qualifications:

  • Extensive experience with signal and image processing algorithms, particularly for microwave detection systems.
  • Knowledge of compressed sensing theory.
  • Familiarity with time-domain radar-based signal processing methods.
  • Experience working in a multi-disciplinary team within a fast-paced prototyping and product development environment.
  • Familiarity with medical device regulatory standards and a clear understanding of the application of AI technologies within FDA-regulated environments.
  • 5+ years of relevant research experience or a Ph.D. in a field related to microwave detection.
  • Ability to develop data analysis algorithms and software tools to interpret spectral data acquired through dual-comb spectroscopy.
  • Experience in calibrating dual-comb spectroscopy systems.
  • Strong knowledge of electromagnetics and signal processing methods.

Why Join Tiposi?

Tiposi offers the opportunity to be part of a pioneering team dedicated to innovating and shaping the future of medical technology. We value creativity, technological passion, and a drive to create new solutions that make a real difference in people's lives.

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