Bose is looking to prototype new systems and build new algorithms for their next generation of immersive audio products by leveraging sensing technologies and advanced signal processing to create extraordinary life-like audio experiences.
Requirements
- Comfort collecting data from physical sensors (e.g. IMU, GPS, microphone, IR sensors, etc.), as well as experience cleaning collected data to mitigate noise, anomalies, etc.
- Strong background in signal processing: time and frequency analysis, sampling of continuous signals, linear filter design, feedback, stability, etc.
- Fluency in a standard computational framework such as MATLAB or Python.
- Familiarity with standard software development practices (version control, virtual environments, etc.)
- Familiarity with material covered in introductory linear algebra and probability and statistics courses.
- Familiarity with Kalman Filtering techniques for sensor fusion.
- Hands-on familiarity with machine learning techniques.
Responsibilities
- Collecting data with various physical sensors to estimate a user’s bodily motions.
- Extracting physically relevant features from different combinations of collected sensor data in MATLAB or Python.
- Modeling new sensors and writing sensor fusion algorithms to demonstrate performance improvements over existing techniques.
- Deploying new algorithms to prototyping systems to demonstrate new user experiences
- Collecting datasets using pre-existing prototype hardware.
- Adding new sensors to pre-existing prototypes.
- Performing analyses of algorithms on collected datasets, developing visualizations, and presenting your results.
Other
- Pursuing or just completed a degree in engineering, physics, computer science, mathematics, or a related field.
- Solid presentation and communication skills.
- Experience collecting sensor data from human subjects.
- The primary responsibilities for this position include: Performing literature reviews on various research topics and presenting your findings to our team.
- Participating in code and/or design reviews.
