Edge Vision Optimization Engineer for Tactical DNNs

ORAU; Aberdeen (MD); On-site; USD 80,000 - 120,000; Full time

Job summary

ORAU is seeking a candidate to optimize and profile computer vision algorithms for deployment on edge computing devices in Aberdeen, Maryland. The ideal applicant should hold a Master's or Doctoral Degree in Engineering or a related field and have experience with deep learning and algorithm optimization techniques. Responsibilities include benchmarking algorithms, designing a model-switching framework, and working closely with partners to meet project goals.

Qualifications

• Citizenship: U.S. Citizen only.
• Experience with computer vision, deep learning, and edge computing.
• Knowledge of algorithm optimization techniques for constrained devices.

Responsibilities

• Profile and benchmark computer vision algorithms on edge hardware.
• Optimize algorithm performance for resource constraints.
• Design and implement a model-switching framework for dynamic model loading.
• Collaborate with internal and external partners to advance project goals.

Skills

Computer vision

Deep learning

Algorithm optimization

Analytical skills

Education

Master’s Degree in Engineering or related field

Doctoral Degree in Engineering or related field

Job description

ORAU is seeking a candidate to optimize and profile computer vision algorithms for deployment on edge computing devices in Aberdeen, Maryland. The ideal applicant should hold a Master's or Doctoral Degree in Engineering or a related field and have experience with deep learning and algorithm optimization techniques. Responsibilities include benchmarking algorithms, designing a model-switching framework, and working closely with partners to meet project goals.