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Software Engineer, Sensors & Computer Vision

Meta
Sunnyvale, USA
Full-time
Senior · 5+ years experience
Onsite
USD 121992-181000 yearly / year
Discovered 1 weeks ago
C++PythonPyTorchTensorFlow
Free

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C++PythonPyTorch
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Responsibilities

  • Design and develop new frameworks and core software components to implement, optimize, visualize, and debug sensor fusion and machine learning algorithms
  • Design and implement state-of-the-art Machine Learning Algorithms using PyTorch, TensorFlow, or other platforms
  • Develop relationships and lead engagements with internal and external industrial and research partners to develop and scale novel technologies from incubation to production
  • Collaborate with other engineers and researchers across Meta to develop new concepts and technologies for next-generation sensor systems, including alternative sensing modalities and novel sensing algorithms that advance the state-of-the-art in AR/VR systems

Minimum Qualifications

  • Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta
  • Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
  • 5+ years of experience coding with C++ and Python for design and development of sensor fusion and machine learning technologies and systems
  • Demonstrated experience with modern machine learning frameworks such as PyTorch or TensorFlow
  • Familiarity with modern machine learning algorithms, specifically deep Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), transformers, clustering, and dimensionality reduction
  • Experience with common digital signal processing techniques such as digital filtering, Fourier transform, correlation, and modulation
  • Experience in designing software systems and machine learning models targeted for edge devices

Preferred Qualifications

  • Familiarity with the emerging augmented reality and virtual reality technologies
  • Demonstrated experience in cross-group and cross-culture collaboration
  • Proven track record of achieving significant results as demonstrated by patents or first-authored publications
  • MS or PhD degree in Computer Science, Machine Learning, Robotics or related technical field
  • Experience developing novel approaches to complex technical problems, such as proposing new architectures, algorithms, or system designs
  • Familiarity with Simultaneous Localization and Mapping (SLAM) and Visual Inertial Odometry (VIO)
  • Experience with cameras and 3D image reconstruction techniques
  • Familiarity with cameras, inertial sensors, pressure sensors, magnetometers, and/or similar sensors

Compensation

  • $121,992/year - $181,000/year; Country: US; Bonus eligible; Equity eligible

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