Computer Vision/Machine Learning Engineer
4 days ago
About Vitalacy, Inc.
Vitalacy, Inc. is a pioneering health technology company dedicated to revolutionizing patient care through cutting-edge automated solutions. Headquartered in Los Angeles, CA, our mission is to reduce patient harm and improve healthcare outcomes.
Job Summary
We are seeking a highly skilled Computer Vision/Machine Learning Engineer to spearhead the development of our current and next-generation computer vision models for automated patient monitoring. As a key member of our team, you will leverage your expertise in computer vision, deep learning, and Python programming to tackle complex healthcare challenges.
Key Responsibilities
- Design and Develop Computer Vision Algorithms
Develop and implement computer vision algorithms and models for image and video analysis, object detection, tracking, and recognition to drive innovation in patient monitoring.
Lead Research InitiativesConduct research to address patient monitoring challenges using image data and contribute to solving domain-specific virtual care problems, staying at the forefront of computer vision and machine learning advancements.
Collaborate with TeamsWork closely with cross-functional teams to design and conduct experiments to evaluate deep neural networks and machine learning systems, focusing on deep learning techniques and their applications in healthcare.
Data Collection and PreprocessingCollect, preprocess, and annotate data sets for training and evaluation of computer vision models, performing data augmentation and validation to ensure model accuracy and efficiency.
Experimentation and BenchmarkingConduct experiments and benchmarks to measure the accuracy, efficiency, and scalability of computer vision algorithms and systems, evaluating and selecting appropriate machine learning models and techniques for specific tasks.
Staying Up-to-DateStay current with the latest advancements in Computer Vision/ML research and contribute to integrating relevant technologies into our projects, driving innovation and excellence in patient care.
Requirements
- Education and Experience
Bachelor's or Master's degree in Computer Science, with a focus on Computer Vision and Machine Learning, or relevant practical experience.
Technical SkillsExperience in developing machine learning algorithms or applications, with exposure to real-world projects; proficiency in programming languages such as Python, C/C++, and experience with computer vision libraries and frameworks (e.g., OpenCV, TensorFlow, PyTorch).
Personal QualitiesEnthusiasm for joining a dynamic start-up environment and making a meaningful impact; familiarity with software development practices, version control systems (e.g., Git), and agile methodologies.
What We Offer
Vitalacy, Inc. offers an attractive and competitive compensation package, including base salary, pre-IPO stock options, health insurance, and a casual office environment, providing a supportive and innovative work environment for our team members.
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