Computer Vision/Machine Learning Engineer
3 days ago
Vitalacy Inc, headquartered in Los Angeles, CA is a health technology company committed to reducing patient harm in healthcare. We use automated technology solutions to improve patient outcomes, protect the workforce, and promote quality and safety measures that save lives.
As a Computer Vision/Machine Learning Engineer, you’ll be instrumental in spearheading the development of Vitalacy’s current and next generation computer vision models for automated patient monitoring. You'll use your skills in computer vision, deep learning, and Python programming to tackle challenges in healthcare alongside our talented teams. This role reports to the Director of Firmware Engineering.
Job Responsibilities
- Design and develop computer vision algorithms and models for image and video analysis, object detection, tracking, and recognition.
- Lead research initiatives to address patient monitoring challenges using image data and contribute to solving domain-specific virtual care problems.
- Collaborate with teams to design and conduct experiments to evaluate deep neural networks and machine learning systems, focusing on deep learning techniques.
- Collect, preprocess, and annotate data sets for training and evaluation of computer vision models; perform data augmentation and validation.
- Conduct experiments and benchmarks to measure the accuracy, efficiency, and scalability of computer vision algorithms and systems.
- Evaluate and select appropriate machine learning models and techniques for specific computer vision tasks; fine-tune models for optimal performance.
- Stay updated on the latest advancements in Computer Vision/ML research and contribute to integrating relevant technologies into our projects.
What you will bring to the table:
- Bachelor’s or Master’s degree in Computer Science, with a focus on Computer Vision and Machine Learning, or relevant practical experience.
- Experience in developing machine learning algorithms or applications, with exposure to real-world projects.
- Experience with image and video processing techniques, feature extraction, and pattern recognition.
- Proficiency in programming languages such as Python, C/C++, and experience with computer vision libraries and frameworks (e.g., OpenCV, TensorFlow, PyTorch).
- Enthusiastic about 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.
Compensation and Benefits: Vitalacy offers an attractive and competitive compensation package including base salary, pre-IPO stock options, health insurance, and a casual office environment.
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