Engineer I at Mondelēz International focusing on process design and implementation for innovation and productivity. Collaborating in a hybrid role within cross - functional teams to enhance consumer experience.
About the role
- Senior Autonomy Engineer developing deep learning solutions for real-time visual data on drones at Skydio. Working with cutting-edge technology in a collaborative team environment.
Responsibilities
- Design and implement deep learning solutions that solve detection, tracking, segmentation, and optical flow estimation tasks in real-time on Skydio drones
- Leverage state-of-the-art methods in unsupervised learning, few shot learning, and foundational models for data efficient ML
- Curate and enhance synthetic data that powers our deep learning algorithms along with massive amounts of structured video data
- Refine and optimize models for low-latency on embedded hardware
- Characterize and quantify the performance of the vision systems
- Research and prototype new approaches
- Be a generalist helping out on all aspects of the software when needed
Requirements
- Demonstrated hands-on experience creating and deploying deep learning models
- Experience curating synthetic and real-world image datasets
- Solid software engineering foundation and commitment to writing clean, well-architected code (in Python or C++, preferably both)
- Real experience prototyping, training, optimizing, and deploying deep neural networks
- Ability to read and contextualize scientific papers and literature in computer vision
- Ability to thrive in a fast paced, collaborative, small team environment
Benefits
- Competitive base salaries
- Equity in the form of stock options
- Comprehensive benefits packages
- Paid vacation time
- Sick leave
- Holiday pay
- 401K savings plan
Job title
Job type
Experience level
Salary
Degree requirement
Tech skills
Location requirements
BC
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