Neuromorphic Algorithm Researcher

vor 4 Wochen

Munich, Bayern, Deutschland Intel Vollzeit

Job Title: Neuromorphic Algorithm Researcher

Job Summary:

We are seeking a highly skilled Neuromorphic Algorithm Researcher to join our team at Intel Labs. As a researcher, you will be responsible for pioneering new algorithms and applications targeting Intel's neuromorphic processors. Your goal will be to exploit neuromorphic and related non-von Neumann architectures to solve real-world problems with orders of magnitude gains versus the best known conventional solutions.

Responsibilities:

  • Prototype hardware-aware neuromorphic algorithms for use on real-world applications in collaboration with external customers and research partners.
  • Design and develop new projects, gather requirements for customer use cases, and high-level algorithm development.
  • Port algorithms to Intel's neuromorphic systems, benchmark their performance against conventional solutions, and develop software application libraries.
  • Deploy application prototypes with customers, publish or present results in journals or at conferences.

Requirements:

  • MSc 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 SW tools and libraries.
  • 1+ years of 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.

Equal Employment Opportunity:

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

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