Senior Computer Vision and Machine Learning Research Scientist

Axon Axon · Enterprise · Office, WA · 2030 Project Galidraan R&D

Senior Research Scientist focused on computer vision and machine learning (CVML) to develop AI solutions for public safety and enterprise domains. The role involves leading end-to-end research, designing and implementing models for inference and analysis of visual data, optimizing algorithms for resource-constrained devices, and translating research into shipping products. Experience with state-of-the-art research and delivering high-quality models at scale is required.

What you'd actually do

  1. Collaborate with other scientists, engineers and product managers to build proof-of-concepts to shape the Axon of tomorrow.
  2. Lead end-to-end research efforts in advanced computer vision, machine learning and gen-AI techniques for cloud and devices from multimodal data sources, including scene understanding, action recognition and anomaly detection.
  3. Design and implement responsible, privacy-preserving, efficient and scalable models for inference and analysis of visual data.
  4. Develop performance and quality metrics for CVML models and systems, and validate their effectiveness in real-world settings.
  5. Optimize algorithms for performance, memory footprint, and energy efficiency to meet the requirements of resource-constrained devices.

Skills

Required

  • PhD and 3+ years experience in Computer Science or a related field with a focus on computer vision, machine learning, artificial intelligence or related technical fields.
  • Proven track record of research in machine learning, computer vision or related fields.
  • Experience driving the ML development lifecycle and leveraging state-of-the-art research to deliver high quality models at scale.
  • Strong computer vision fundamentals such as image processing, feature extractions, object detection, semantic segmentation, video analysis or action recognition.
  • Excellent problem-solving skills, analytical thinking, and the ability to work independently as well as collaboratively in a team environment.
  • Proficiency in Python and frameworks such as PyTorch, TensorFlow or Keras.
  • Strong communication skills and the ability to effectively present complex technical concepts to both technical and non-technical audiences.

Nice to have

  • Experience in developing computer vision algorithms for resource-constrained edge devices or embedded systems

What the JD emphasized

  • Proven track record of research in machine learning, computer vision or related fields.
  • Experience driving the ML development lifecycle and leveraging state-of-the-art research to deliver high quality models at scale.
  • Strong computer vision fundamentals such as image processing, feature extractions, object detection, semantic segmentation, video analysis or action recognition.
  • Optimize algorithms for performance, memory footprint, and energy efficiency to meet the requirements of resource-constrained devices.

Other signals

  • develop cutting-edge algorithms and solutions that enable intelligent perception and understanding of visual data
  • apply your research findings to create new responsible AI capabilities for Axon products
  • optimize algorithms for performance, memory footprint, and energy efficiency to meet the requirements of resource-constrained devices
  • translate relevant findings into shipping Axon products