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Neuromorphic Algorithm Researcher (m/w/d)

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Intel Corporation

1mo ago

  • Job
    Full-time
    Senior (5-8 years)

AI generated summary

  • You need a strong background in neuromorphic computing, algorithm development, and relevant programming expertise. Experience in AI/machine learning is highly desirable.
  • You will develop and optimize neuromorphic algorithms, conduct research, collaborate with teams, and analyze data to advance innovative computing technologies.

Requirements

  • Minimum Qualifications:
  • MSc in the fields of 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 or 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.
  • Prior contributions to open source projects.

Responsibilities

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

FAQs

What is the main focus of the Neuromorphic Algorithm Researcher position at Intel's Neuromorphic Computing Lab?

The main focus of the position is to pioneer a new class of neuromorphic algorithms and applications targeting Intel's neuromorphic processors, with the goal of solving real-world problems significantly more efficiently than conventional solutions.

What qualifications are required to apply for this position?

Candidates must have a minimum of an MSc in Computer Science, Physics, Mathematics, Computational Neuroscience, Computer/Electrical Engineering, or a related field, along with strong analytical and applied skills in deep learning, machine learning, and related software tools.

How many years of experience are required with respect to algorithm development for neuromorphic hardware systems?

Candidates must have at least 1 year of experience developing algorithms specifically for neuromorphic hardware systems using software frameworks such as Lava.

Is knowledge of programming languages necessary for this role?

Yes, candidates must have 4+ years of experience in Python and/or C/C++ and the ability to design and write quality code.

What type of collaborative experience is preferred for applicants?

The preferred candidate should have at least 1 year of experience in collaborative software development, which includes familiarity with design methodologies, SCRUM, version control, and software testing.

What skills are considered a strong plus for this position?

Strong plus skills include experience with computer vision, audio processing, transformer models, continual learning, mathematical optimization algorithms, parallel programming, performance profiling, and prior contributions to open source projects.

What is the working model for this role?

The role is eligible for a hybrid work model, allowing employees to split their time between on-site work and off-site work, although the work model may change depending on business needs.

Are there any specific communication skills required for this job?

Yes, excellent communication skills are required, along with a customer-oriented attitude, attention to detail, and demonstrated project management skills.

Does Intel offer any benefits for this position?

Yes, Intel offers a competitive total compensation package that includes pay, stock, bonuses, and benefit programs such as health coverage, retirement plans, and vacation.

What is the expected output of the work in this role?

The expected output includes developing and prototyping hardware-aware neuromorphic algorithms, benchmarking performance, and publishing or presenting results in journals or at conferences.

Is a work permit required for employment in this position?

Yes, candidates must possess a work permit in Germany to be considered for this position.

Intel Corporation

Technology
Industry
10,001+
Employees
1968
Founded Year

Mission & Purpose

Intel’s mission is to shape the future of technology to help create a better future for the entire world. By pushing forward in fields like AI, analytics and cloud-to-edge technology, Intel’s work is at the heart of countless innovations. From major breakthroughs like self-driving cars and rebuilding the coral reefs, to things that make everyday life better like blockbuster effects and improved shopping experiences — they’re all powered by Intel technology. With a career at Intel, you have the opportunity to help make the future more wonderful for everyone.