Neuromorphic Algorithm Researcher
vor 2 Monaten
Job Overview
Intel's Neuromorphic Computing Lab is seeking a highly skilled neuromorphic algorithm researcher to drive innovation in the field of neuromorphic computing. As a key member of our team, you will be responsible for pioneering new algorithms and applications that leverage Intel's neuromorphic processors.
Key Responsibilities
- Design and develop hardware-aware neuromorphic algorithms for real-world applications
- Collaborate with external customers and research partners to prototype and deploy neuromorphic solutions
- Work with a diverse international team of engineers and researchers to advance the commercial value of our technology
- Develop software application libraries and deploy application prototypes with customers
- Publish or present research results in journals or at conferences
Requirements
- Master's degree in Computer Science, Physics, Mathematics, Computational Neuroscience, Computer/Electrical Engineering, or a related field
- Strong analytical and applied skills in deep learning, machine learning, mathematical optimization, and related software tools and libraries
- Experience with developing algorithms for neuromorphic hardware systems using software frameworks such as Lava
- 4+ years of experience in Python and/or C/C++ with the ability to design and write quality code
- 1+ years of experience in collaborative software development (design methodologies, SCRUM, version control, software testing, etc.)
- Excellent communication skills, customer-oriented, attention to detail, and demonstrated project management skills
- Work permit in Germany
Preferred Qualifications
- Experience with computer vision, audio, and general signal processing
- Experience with transformer, continual learning, or mathematical optimization algorithms
- Experience with parallel programming
- Experience with performance profiling and benchmarking algorithms and hardware architectures
- Good grasp of basic computer architecture principles and algorithms
About Intel Labs
Intel Labs is the company's world-class, industry-leading research organization, responsible for driving Intel's technology pipeline and creating new opportunities. Our mission is to deliver breakthrough technologies to fuel Intel's growth, 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.
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