Job Title: AI/ML Research Engineer (AI/ML R&D for Digital Health)
Job Duties and Responsibilities:
- Develop AI/ML 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 arrhythmias and ectopic heartbeats.
- Provide the performance data, workflow diagram, data statistics, etc. for FDA documentation.
- Identify differences in data distribution that could potentially affect model performance.
- New product development such as cardiovascular disease modeling.
- Stay up to date with developments in the industry.
Job Type: Full-time (preferred) / Internship-to-Hire
Workplace: On-site
Job Location: CEWIT Room 260, 1500 Stony Brook Road, Stony Brook, NY 11794-6040
Qualifications:
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 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, Computer Engineering, Biomedical Engineering, or related technical field.
- Experience with Amazon AWS services.
- Solid background in signal processing, ECG or other physiological signal processing.
- Proven experience as an AI/ML engineer or data scientist or similar role in two years or above.
Application Instructions:
All applicants email your resume (including work experience, current status and expected graduation date) and transcripts to Peng Zhang <[email protected]> with Subject: AI/ML Research Engineer (Your Name).
Number of hires for this role: 2
Open date: open until filled
Anticipated start date: On or about October 1, 2024.
Company description: ZBeats Inc. is a start-up high-technology company, funded by the America’s NSF SBIR & NIH STTR programs, and private investors. ZBeats’ focused on developing the digital health product (SaMD, Software-as-Medical-Device) by integrating the AI/ML algorithms on the cloud platform. We are proud to recruit and hire talented people form a wide variety of backgrounds and experiences.
Peng Zhang 发布于 2024-09-26T23:34:24Z