(Junior) Machine Learning Engineer
hace 4 días
Company: Qualcomm Europe, Inc. Spain Branch Office Job Area: Engineering Group, Engineering Group > Machine Learning Engineering General Summary: At Qualcomm XR labs Europe, we’re a passionate team of engineers who want to change the world through virtual and augmented reality products and technologies. We develop state-of-the-art computer vision, deep learning, and graphics solutions to deliver ultra-optimized, power-efficient software and hardware to enable the intelligent perception of the world around us. The Qualcomm XR Labs Europe is rapidly expanding and seeking innovators who will create the new digital world. We’re hiring at any of the XR Labs Europe locations in Austria, France, Netherlands, and Spain. Qualcomm is redefining the connected, intelligent edge with exciting new products for Augmented Reality (AR) and Virtual Reality (VR). We are a world-class engineering organization developing state-of-the-art computer vision, deep learning, and graphics solutions to deliver ultra-optimized, power-efficient software and hardware to enable the intelligent perception of the world around us. **Responsibilities**: - Be part of a world-class XR team researching and developing mobile Augmented and Virtual Reality enabling technology- Development of efficient and accurate computer vision and machine learning solutions for XR mapping and localization tasks- Understand and analyze requirements for perception systems for XR platforms- Collaborate across functional boundaries in defining architecture, APIs, design and schedule- See your design in action on industry-leading chips embedded in the next generation of AR and VR devices, smartphones, and robotics Skills/Experience - Critical “Must Have” skills/experience for role_- First understanding of 3D computer vision methods and mathematics, covering one or more of the following areas: - SLAM, deep learning, mapping and localization, mathematical optimization- Can independently prioritize and make progress on multiple workstreams- And/or strong understanding of machine learning algorithms and deep networks used in these areas- Experience using modern deep learning toolboxes (e.g. PyTorch, TensorFlow), machine learning pipelines, model evaluation and data visualization- Good understanding and strong knowledge in algorithms and statistics- Good understanding and experience in math function optimization- Be able to stay on top of state-of-the-art approaches- Excellent C++, Python and object-oriented programming - Preferred skills/experience for role_ At least one of the points below is a must- Prior experience of working with AWS or Azure- Prior experience of working with BigData/Distributed computing in real time and offline- Prior experience of descriptor training, matching neural networks training, image retrieval/search task, segmentation- Experience of delivering reliable ML models to the production- Experience in software development, incl. testing and debugging on XR devices, mobile platforms or other embedded systems Education Required: University degree in Computer Science, Computer Engineering, Electrical-here for assistance. Qualcomm will provide reasonable accommodations, upon request, to support individuals with disabilities as part of our ongoing efforts to create an accessible workplace. Qualcomm is an equal opportunity employer and supports workforce diversity. If you would like more information about this role, please contact Qualcomm Careers .
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