初创医疗器械公司有一个项目需要一个做算法的实习岗位(20-40hr/week)。最好是PhD student in CS/AMS/Math,偏机器学习,需要Python编程能力强。可以走SPIR,CPT,OPT等。办公地点在CEWIT(https://www.cewit.org/)。
Job Duties and Responsibilities:
- Develop models and algorithms for biological signals processing and classification.
- Develop machine learning algorithms and deep learning applications and systems for the electrocardiogram (ECG) data analysis and processing such as detection and classification of arrhythmia and ectopic heartbeats.
Required Qualifications:
- Bachelor’s degree and above in mathematics, computer science, or related technical fields with a solid grounding in data science and AI/ML modeling fundamentals.
- Extensive mathematics and computer skills, with a deep understanding of statistics, and algorithms.
- In-depth experience with Python, R, and related ML/DL libraries like TensorFlow, Keras, PyTorch. Knowledge of statistical and biological signal analysis and processing packages is a plus.
- Have an innate technical curiosity and strong communication skills.
- Comfortable working in both a fast-paced and rigorous early-stage startup in AI-driven digital health.
- Able to work under minimal supervision, and able to work independently and in a team environment.
- Strong debugging, problem-solving, and investigative skills.
Preferred Qualification:
- Ph.D. degree in Applied Mathematics and Statistics (AMS), Computer Engineering (ECE), Biomedical Engineering (BME), or related technical field.
- Experience with Amazon AWS services such as EC2, S3, Lambda and SageMaker. General knowledge of building AI/machine learning systems on cloud. Familiar with Java.
- Solid background in signal processing, electrocardiogram or other physiological signal processing.
- Proven experience as an AI/ML engineer or data scientist or similar role in 2-3 years or above.
有意者发送简历和成绩单到:[email protected]
Peng Zhang 发布于 2024-03-25T22:10:49Z