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Applied Scientist (Vision) - Perception

Reality Defender

Reality Defender

Remote
Posted on Friday, December 22, 2023
About Reality Defender
Reality Defender is a groundbreaking security platform offering comprehensive deepfake detection. A Y Combinator graduate, Comcast NBCUniversal LIFT Labs alumni, and backed by DCVC, Reality Defender's proactive deepfake and AI-generated content detection technology is developed by a leadership team with over 20 years of experience in applied research at the intersection of machine learning, data science, and cybersecurity.
With models defending against present and future fabrication techniques, Reality Defender is the best way to detect and deter fraudulent text, audio, and visual content, partnering with government agencies and enterprise clients to enhance security and detect fraud.

Responsibilities

  • Maintain and improve a computer-vision pipeline with modules that do object detection, object tracking, motion smoothing, keypoint localization, etc.
  • Independently implement and evaluate ideas on modern deep learning stack - Python, PyTorch, and GPU-enabled cloud compute, like AWS/GCP
  • Collaborate with scientists and engineers across the organization

About You

  • Proficient in Python with experience using PyTorch and OpenCV
  • Masters degree in a technical field + 2 years of related experience OR a PhD in a technical field
  • In-depth understanding of deep learning research
  • Excellent software engineering skills
  • Team player with a positive attitude and good communication skills
  • Experience integrating work into MLOps workflows is a plus
  • #LI-Remote