Staff Deep Learning Engineer - Remote

Overview

As a Staff Deep Learning Engineer at Hayden AI, you will play a critical role in the development and refinement of a cutting-edge perception system, leveraging deep learning for real-world applications.

In Short

• Drive the entire perception system development life cycle, from problem definition to deployment and ongoing improvement.
• Actively contribute to the development and refinement of the perception system in a hands-on manner.
• Develop robust computer vision algorithms for object detection, tracking, semantic segmentation, and classification.
• Design and train deep learning models for complex urban scene perception and real-time analysis.
• Collaborate with cross-functional teams (cloud/device) for seamless integration and monitoring of perception models.
• Analyze data to identify performance bottlenecks and opportunities for enhancing the perception system.
• Automate improvement cycles of deep learning models used within the perception system.
• Communicate technical findings and insights effectively to stakeholders across the company to drive performance improvements.
• Utilize data visualization tools to present complex information clearly for informed decision-making.

Requirements

• Ph.D. or Master's in Robotics, Machine Learning, Computer Science, Electrical Engineering, or a related field.
• Proven ability to deploy these systems with expertise in PyTorch or TensorFlow.
• Strong Python programming and software design with experience in Pandas.
• Experience deploying DL models to run on real-world, resource-constrained systems.
• Demonstrated proficiency in data science and traditional machine learning.
• Proven industry track record with experience in automated data annotation for computer vision.
• Familiarity with designing multi-modal deep learning models incorporating temporal context is a plus.

Benefits

• Options for medical, dental, and vision coverage for employees and dependents.
• Flexible Spending Account (FSA) and Dependent Care Flexible Spending Account (DCFSA).
• 401(k) with 3% company matching.
• Unlimited PTO.
• Daily catered lunches in our San Francisco office.