AI Research Scientist (f/m/d)
Intel CorporationMunichUpdate time: April 23,2022
Job Description

Intel Emergent AI Research Lab is creating the next generation of AI systems, pushing the boundaries of research and technology to produce a positive impact in society. You have now the opportunity to join our world-class team of international researchers and engineers, working together to unleash the power of AI at scale.

Our lab is currently working on multiple research problems combining ideas from multiple domains, including Virtual Worlds/Simulation, Machine Learning, Computer Graphics, 3D geometry, and Computer Vision. Our research on Virtual Worlds and synthetic data generation will redefine the way AI models are built and deployed in the near future, directly benefiting the fields of robotics, autonomous driving, among many others.

We are looking for research scientists passionate about one or several of the topics below:

  • 3D reconstruction of large indoor and outdoor environments

  • AI approaches to create photorealistic 3D contents from images/videos (e.g., NeRF-like techniques, GANs, etc.)

  • Generative methods to boost photorealism in computer graphics

  • Differentiable and neural rendering

  • Leveraging virtual worlds and simulation as an engine to build new AI solutions

  • Probabilistic programming and its application to generating procedural contents

  • Domain adaptation, and transfer learning from Virtual Worlds/Simulation

You will be responsible for conceiving, researching, prototyping, and publishing new techniques in one of the domains listed above. You are expected to have a strong knowledge of mathematics, algorithmic techniques, and machine learning. You will also need to have a comprehensive understanding of the state of the art, and to be a regular contributor to top scientific venues (e.g., CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, SIGGRAPH). The successful candidate will also possess strong verbal and written communication skills and a team-oriented mindset.

You will become part of a company which continues to change the world through its brilliant people. To reward the amazing contributions of our people we offer a market competitive compensation & benefits package including plenty of family and flexible work benefits (i.e. the opportunity for part time home office work), programs that focus on your health and wellbeing, many development opportunities and enough time to relax, re-charge and retreat.

We believe in flexible working models. Intel is an equal opportunity employer.


Qualifications

You must possess the below minimum qualifications to be considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates. The experience listed below would be obtained through a combination of your work experience, graduate school, postdoc research, and/or relevant internship experiences.


Minimum qualifications:

  • The candidate must possess a Ph.D. degree in computer science, mathematics, electrical engineering, or similar technical discipline

  • At least 3 publications in first-tier highly selective international conferences such as CVPR ICCV ECCV ICML NeurIPS ICLR or SIGGRAPH

  • 3+ years of experience in at least one of the following areas: Machine Learning, Computer Vision, Computer Graphics, Simulation, etc., in connection to the list of research topics listed above.

  • 3+ years' experience with Machine Learning frameworks, e.g., TensorFlow, PyTorch, MXNet


Preferred qualifications:

  • Software engineering experience demonstrated through publicly available software systems

  • 10+ publications in first-tier highly selective international conferences such as CVPR ICCV ECCV ICML NeurIPS ICLR or SIGGRAPH

Inside this Business Group

Intel Labs is the company's world-class, industry leading research organization, responsible for driving Intel's technology pipeline and creating new opportunities. The mission of Intel Labs is to deliver breakthrough technologies to fuel Intel's growth. This includes identifying and exploring compelling new technologies and high risk opportunities ahead of business unit investment and demonstrating first-to-market technologies and innovative new usages for computing technology. Intel Labs engages the leading thinkers in academia and industry in addition to partnering closely with Intel business units.



Work Model for this Role

This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site.

DEExperienced HireJR0209605MunichIntel Labs

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