5 months ago
San Mateo, CA, USASenior
Base Salary
$170k - $278k/yr
Responsibilities
- Design and implement deep learning solutions for detection, tracking, segmentation, and optical flow estimation on Skydio drones.
- Leverage unsupervised learning and few-shot learning methods for data-efficient machine learning.
- Curate and enhance synthetic and structured video datasets for deep learning algorithms.
- Refine and optimize models for low-latency performance on embedded hardware.
- Characterize and quantify the performance of vision systems.
- Research and prototype new approaches in deep learning.
- Assist with various aspects of software development as needed.
Requirements
- Hands-on experience creating and deploying deep learning models.
- Experience curating synthetic and real-world image datasets.
- Solid software engineering foundation with clean coding practices in Python or C++, preferably both.
- Experience in prototyping, training, optimizing, and deploying deep neural networks.
- Ability to read and contextualize scientific papers in computer vision.
- Ability to thrive in a fast-paced, collaborative team environment.
Benefits
- Competitive base salary and equity in the form of stock options.
- Comprehensive benefits packages including health insurance.
- Paid vacation time, sick leave, and holiday pay.
- 401K savings plan.
- Relocation assistance may be provided for eligible roles.