Research Scientist, Computer Vision and Machine Learning
Lab Summary
Lab Summary
Envision.ai, based in Montreal Canada, is growing our team to usher in the latest advancements in deep learning to develop our VideoViews deep-tech for dense multi-modal video analysis. We are looking for talented senior software developers to build curiosity-driven, robust, scalable systems to further our APIs, infrastructure services, and our machine learning datasets. You are excited by the challenging problems that unstructured data poses particularly applied to video applications.
Envision.ai, based in Montreal Canada, is growing our team to usher in the latest advancements in deep learning to develop our VideoViews deep-tech for dense multi-modal video analysis. We are looking for talented senior software developers to build curiosity-driven, robust, scalable systems to further our APIs, infrastructure services, and our machine learning datasets. You are excited by the challenging problems that unstructured data poses particularly applied to video applications. To build products at the nexus of creativity and artificial intelligence.
We are a leading smart electric vehicle company looking for talented computer vision engineers with strong system design skills, and proficient in probability, estimation, and optimization, to contribute to our a state-of-the-art autonomous driving system. Apply here or below at the "More info" link.
At least 3 of the following skills are preferred:
Amazon Search Science and AI uses ML/DL for various search applications. We are looking for applied scientists and interns in representational learning (distance metric learning, NLU, semantic matching, vision language pretraining, multimodal learning…). Come and join us to push the state of the art in research and application.
Responsibilities:
Build supporting toolchains to assist visualization and quantitative evaluation of perception module
Design pipelines to automate labelling process for sensor data at large scale
Deploy and maintain internal debugging tools for perception engineers
Optimize the implementation to achieve best runtime performance in vehicle
Qualifications
BS/MS/PhD in Computer Science, Robotics, or equivalent practical experience
Responsibilities:
Optimize and deploy the deep learning models for the autonomous driving system (especially for the perception functions).
Compress, quantize and optimize the architecture of the deep learning network.
Proficient in Cuda, C++, TensorRT, Pytorch
Good to have the experience on TVM
Qualifications:
B.Sc. in Computer Science, Electrical Engineering, Mathematics or a related field.
2+ years of experience with hands-on experience in computer vision and deep projects
C++ and/or Python and/or Cuda programming skills.
Responsibilities:
An USDA/NIFA-funded postdoctoral position is available in the laboratory of Dr. Rémi Mégret in the Department of Computer Science of the University of Puerto Rico, Río Piedras Campus.
The Post-doctoral fellow will contribute with quality research outputs and conceptual support to develop new Computer Vision methods for the automated video monitoring of insect pollinators and their interactions with flowers.
We are now looking for a Senior Deep Learning Performance Architect! NVIDIA is seeking outstanding Performance Analysis Architects with a background in the following to help analyze and develop the next generation of architectures that accelerate AI and high-performance computing applications.
We are now looking for a Senior Deep Learning Performance Architect! NVIDIA is seeking outstanding Performance Analysis Architects with a background in the following to help analyze and develop the next generation of architectures that accelerate AI and high-performance computing applications.
Do you want to influence the development of high-performance Datacenters designed for the future of AI? Do you have an interest in system architecture and performance? In this role you will find how CPU, GPU, networking, and IO relate to deep learning (DL) architectures for Natural Language Processing, Computer Vision, Autonomous Driving and other technologies. Come join our team, and bring your experience and research interests to help us optimize our next generation of Datacenter hardware, and DL Software.
We are now looking for a Senior Software Engineer, Deep Learning Inference Workflows.
Would you like to make a big impact in deep learning by helping build a state-of-the-art inference framework for NVidia GPUs, and by designing novel inference deployment workflows for an expansive and emerging class of Machine Learning applications? We are now welcoming exceptional machine learning engineers to apply to Senior Engineering positions in the Deep Learning software team.
We are now looking for a Senior Performance Software Engineer for Deep Learning Libraries:
Do you enjoy tuning parallel algorithms and analyzing their performance? If so, we want to hear from you!
NVIDIA is hiring a senior deep learning software engineer for its GPU-accelerated Deep Learning Libraries team. We are reshaping the computing with AI at NVIDIA -- the AI computing company! We are delivering breakthrough AI technologies to academic and commercial groups around the world to solve problems from image classification to speech recognition to natural language processing and self-driving cars. Join the team to build the software that is used by all NVIDIA product lines with us together.
We are now seeking a Senior Software Engineer, TensorRT for Safe Autonomous Driving:
Do you love writing robust software? The TensorRT team at NVIDIA is looking for motivated software engineers to build production-quality software for autonomous driving. If you are excited about well-crafted design and rigorous testing, then we'd love to talk to you about working on one of the biggest challenges facing autonomous vehicles today: safety.
Do you want to join the market leader in Gaming? Are you ready to fuse the latest in deep learning and rendering? We are now looking for a Machine Learning Engineer. NVIDIA is searching for outstanding software engineers to expand the AI for Gaming team. As a team member, you will work with a group of highly talented graphics software engineers from a wide range of backgrounds like gaming, deep learning, application and system development and hardware design distributed across the world.
We are seeking a Perception Engineer with deep learning and computer vision experience to actively push the next stage of perception R&D at Sea Machines which tackles the exciting challenges of moving the world’s fleets to the era of autonomous operations. This role will focus on developing state-of-arts computer vision algorithms on marine vessels to perform real time performance in conjunction with the existing R&D perception team.
We at MIT-IBM Watson AI Lab, are currently looking to hire multiple PhD candidates for summer internship, to conduct fundamental research in many areas of computer vision and machine learning. If you are interested in this opportunity and you have publications in top-tier conferences or journals (e.g., CVPR, ICCV, ECCV, ICML, NeurIPS, ICLR, TPAMI, etc.), send an email to Rameswar Panda and CC Rogerio Feris with the subject Summer Internship and attach your CV.
NVIDIA Maxine is a GPU accelerated platform SDK to build and deploy AI-powered features for video conferencing, virtual collaboration and content creation . Our mission is to accelerate AI applications with Maxine SDK to make cutting edge AI technology accessible on NVIDIA GPUs. We are currently seeking a software engineer with strong Computer Vision and Deep Learning background to contribute to the development of NVIDIA Maxine.