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Research Scientist II

Research Scientist II

CompanyAlarm.com
LocationVienna, VA, USA
Salary$Not Provided – $Not Provided
TypeFull-Time
DegreesPhD
Experience LevelMid Level, Senior

Requirements

  • PhD in Computer Science/Engineering, Electrical Engineering, or equivalent experience.
  • 4+ years of work experience in a relevant field.
  • Solid research background and experience in computer vision and deep learning.
  • Demonstration of both the breadth and the depth of knowledge and track record of solving challenging problems in real-world scenarios.
  • Proven programming skills in Python, C, C++, and experience with frameworks such as PyTorch and TensorFlow.
  • Experience managing technical team including research scientists and ML Engineering.
  • Excellent written and oral communication skills are also required.

Responsibilities

  • Engage in pioneering research in intelligent video analytics to enhance the capabilities of smart home applications.
  • Invent, refine, and adapt state-of-the-art techniques in computer vision and machine learning, applied across both edge and cloud computing platforms.
  • Drive research initiatives and contribute to groundbreaking discoveries.
  • Oversee complex projects within the research group.

Preferred Qualifications

  • General knowledge of system architectures and distributed systems.
  • Hands-on experience in model deployment using tools such as ONNX, OpenVINO, or TensorRT.
  • Familiarity with techniques like model distillation and quantization for optimizing machine learning models.