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Computer Vision/Machine Learning Research Engineer (Remote)

SmartThings
Minneapolis, MN
  • Expired: over a month ago. Applications are no longer accepted.
Job Description
Description
SmartThings is growing its audio/video artificial intelligence and machine learning (AI/ML) team and is seeking a research engineer with experience in creating audio and/or computer vision machine learning models and technologies to contribute to key AI/ML initiatives across SmartThings and Samsung products.

The engineer will work within an ecosystem of mobile apps, smart embedded devices, cloud-based backend services, and cutting-edge consumer electronics, contributing to the evolution of the Internet of Things, and will be responsible for end-to-end aspects of model creation and deployment.

Key Responsibilities
  • Generate and productionize machine learning models in the domains of audio and video
  • Conduct research and stay up to date on recent conference papers to identify latest trends in computer vision, deep neural networks, and edge computing
  • Manage data collection and labeling efforts as it pertains to model generation and maintenance
  • Conduct experiments, perform analysis, and derive insights from data or model results that align with strategic product objectives
  • Ongoing development of SmartThings’ codebase for efficient training and test pipelines and for model evaluation, maintaining and establishing best practices and high quality code standards
  • Effectively communicate and collaborate with other teams/members of the organization such as engineering, product and business development

Skills Knowledge and Expertise
  • Expertise designing, training and analyzing results of CNNs (for object detection, image classification, segmentation, etc.)
  • 4+ years of experience with developing, testing and productionizing machine learning models
  • 4+ years of programming experience with Python and/or C/C++
  • Expertise with AI/ML frameworks and libraries such as PyTorch, TensorFlow, Pandas, Numpy, and scikit-learn
  • Experience working with the Linux command line and cloud environments such as AWS
  • Strong communication skills, both verbal and written 
  • If your background looks a little different from what we’ve identified and you think you can rock the role, we’d love to hear from you!

Nice to have:
  • Engineering experience working with modern video coding standards: RTP, RTSP, WebRTC, DASH, HEVC, H.264, AV1 or VVC etc.
  • Understanding of fundamental theories and practices of video coding and processing
  • Experience with agile methodologies
  • Experience working with global teams in Korea and India

Compensation for this role for a candidate based in Colorado is expected to be between $107,056.00 and $149,878.00, and for a candidate in NYC is expected to be between $111,943.00 and $156,720.00, but may be higher or lower in other States due to geographic differentials in the labor market.



SmartThings

Address

Minneapolis, MN
USA

Industry

Technology

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