Computer Vision & Machine Learning Lead
Knit Health
(San Francisco, California)Combining innovative technologies, services, and human-centered design to guide parents through early childhood health and development.
- Apply knowledge and expertise in CV and ML to strategize and execute on algorithm and system development.
- Implementation of prototype and test systems.
- Help plan algorithm testing and development timelines.
- Design and manage experiments to tune and validate key parts of the system.
- Support implementation/porting on production embedded systems.
- Knowledge and learning equivalent to Masters or PhD in Computer Vision and/or Machine Learning.
- Familiarity with OpenCV.
- Competency in at least one of: Python, C, C++, Matlab, Julia, Java, Lua. Familiarity and experience with NNs, SVMs, Bayesian models.
BONUS POINTS
- Interest or experience in some related fields: signal processing, embedded development, audio feature extraction and recognition, HCI.
- Interest or experience in health sciences, infant care.
- experience with databases, data management, data science.
Questions
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- Algorithms
- C++
- Data Management
- Data Science
- Databases
- Java
- Matlab
- Prototyping
- Python
- Standard ML
- System Development
- Computer Vision
- Digital Signal Processing
- Embedded Systems
- Lua
- Machine Learning
- OpenCV
- Pattern Recognition
- Knowledge of Bayesian Model
- Julia
- Support Vector Machine
- Human Computer Interaction
- Audio Feature Extraction

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