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Deep Learning Software Developer At Algolux

Location: Montréal, Quebec

Job Description

As an Algolux Deep Learning Software Developer, you'll work on Computer Vision projects porting our core algorithms to embedded platforms. The ideal candidate can implement Convolutional Neural Network (CNN) architectures and scientific algorithms on selected hardware (e.g. GPU, multi-core ARM CPU, DSP) based on performance, power, and size constraints.

Key responsibilities

  • Implementation/Porting of TensorFlow algorithms to embedded automotive platforms. Practical experience with Nvidia toolchain for Jetson TX2 and Drive PX2 is desired.
  • Serve in a leadership capacity for carrying out embedded software development in C, C++, DSP Assembly or other selected languages.
  • Design and/or review architected modules and software systems supporting new technology or improving capability/performance of existing functionality.
  • Write application software on automotive DNN platforms, such as Nvidia, Movidius, Qualcomm and Renesas.
  • Research fundamental problems and implement algorithmic solutions that are appropriate.
  • Estimate scope, duration, effort and risk on project proposals.

REQUIREMENTS

  • TensorFlow, TensorRT and/or other embedded vision processing tools.
  • Optimization experience on embedded GPU and DSP platforms: Nvidia, ARM.
  • Parallelized & vectorized computation.
  • Solid GPU programming experience using CUDA, cuDNN, cuBLAS.
  • Excellent C, C++ programming skills.
  • Experience in signal processing algorithms and implementation.

Desirable

  • Experience in GPU programming using OpenCL.
  • Experience in Python programming.

BENEFITS

What can we offer you? Algolux is a tight-knit, collaborative group of individuals from all over the world who are united by a common interest in applying AI to solve big problems in computer vision. On this diverse team, you will be introduced to new perspectives and will acquire knowledge and experience you wouldn’t necessarily gain elsewhere. We also encourage professional development by supporting participation in continuing education, technical conferences, and open source projects. We value individuals who like to push the science, but also have the right attitude and mentality to work on a software version cycle. A unique mix that is critical to scaling up our company.

At Algolux, we offer equity options for our employees so that as the company continues to succeed, so will you. We are currently partnering with major component manufacturers like Intel, Qualcomm, and ARM, as well as major automotive manufacturers, to drive the technology behind the introduction of driver-less vehicles. In fact, we were awarded the “Most Exciting Startup” at AutoSens 2017 - the world’s leading technical summit for ADAS and autonomous vehicle perception technology.

The Algolux office is an inspiring modern work-space situated in the heart of the trendy district of Pointe Sainte Charles, near downtown Montreal. Our open office environment encourages communication, teamwork, and a culture of mutual trust and respect. We work hard, but we don't take ourselves too seriously either and we always make room for fun along the way.