Senior ML Engineer in Redwood City, CA



$80K - $100K


Systems Architecture & Engineering


Less than 5 years

Job Description

You will work in a collaborative team environment to develop cutting-edge deep learning models aiding in scene understanding and depth estimation in a multiview camera system designed for ADAS applications. You'll participate in the process from start to end, from developing data collection practices and working directly with raw data to developing, training, and productizing state-of-the-art models for realtime inference. Your efforts will play a critical role as we radically enable automobiles to see like humans.


  • MS in Machine Learning/similar field or 2+ years industry experience with deep learning
  • Hands-on experience with TensorFlow/Keras (preferred) or PyTorch
  • Python programming proficiency
  • Good communication skills and experience collaborating with cross-functional teams

  • Preferred
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    Valid through: 2020-1-20

About light

Light is electromagnetic radiation within a certain portion of the electromagnetic spectrum. The word usually refers to visible light, which is visible to the human eye and is responsible for the sense of sight. Visible light is usually defined as having wavelengths in the range of 400–700 nanometres (nm), or 4.00 × 10-7 to 7.00 × 10-7 m, between the infrared (with longer wavelengths) and the ultraviolet (with shorter wavelengths). This wavelength means a frequency range of roughly 430–750 terahertz (THz). The main source of light on Earth is the Sun. Sunlight provides the energy that green plants use to create sugars mostly in the form of starches, which release energy into the living things that digest them. This process of photosynthesis provides virtually all the energy used by living things. Historically, another important source of light for humans has been fire, from ancient campfires to modern kerosene lamps. With the development of electric lights and power systems, electric lighting has effectively replaced firelight. Some species of animals generate their own light, a process called bioluminescence. For example, fireflies use light to locate mates, and vampire squids use it to hide themselves from prey. The primary properties of visible light are intensity, propagation direction, frequency or wavelength spectrum, and polarization, while its speed in a vacuum, 299,792,458 metres per second, is one of the fundamental constants of nature. Visible light, as with all types of electromagnetic radiation (EMR), is experimentally found to always move at this speed in a vacuum.[citation needed]
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