Deep Learning Software Engineer (JR0113323)

Intel

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Job Description

Please apply via https://jobs.intel.com/ and refer to req number JR0113323.

Job Description

  • Candidate is responsible for enabling customer specific designs on Intel Movidius platforms.
  • He or she will interact with customers to understand their requirements, use-cases, algorithms, overall software architecture, and issues with using the technology.
  • He or she will also interact with Intel Movidius technology users to define requirements for future breakthrough product and solutions.
  • The candidate will use or develop machine learning algorithms to solve applied problems in various computer vision and image processing disciplines such as surveillance cameras, robotics, drones, transportation, augmented reality, and virtual reality.
  • This may include training or retraining of deep learning systems when necessary.
  • The candidate will be involved in hands-on programming of embedded systems and heterogeneous multi-core architectures which consist of both programmable devices and hardware accelerators.
  • The activity typically results in integration of key computer vision, neural network, and image processing algorithms onto Intel Movidius platforms.
  • The candidate will operate within a versatile engineering team including other software, electrical, imaging, optical, and mechanical engineers. The team is spread out across different geographies.

***Intel® Movidius® VPUs feature a skillful balance between programmable and hard wired elements. This gives developers immediate access to its advanced neural network, imaging, and vision processing cores, while also allowing them to develop proprietary capabilities through the Myriad development platform and libraries.

Requirements

  • BS degree in computer science, electrical engineering, mathematics, or similar field. MS degree is a plus.
  • Solid understanding of data structures, data modeling, software architecture, and computer micro-architecture in general, especially in the domain of embedded systems.
  • Proven ability to utilize modern programming methodologies to translate machine learning models and data processing methods into software.
  • Functional knowledge of C/C++ and Python is a must. Experience with other structural or object-orientated languages is a plus.
  • Familiarity with at least one machine learning framework such as TensorFlow/Keras, Caffe, PyTorch, or MXNet.
  • Experience with application performance profiling, benchmarking, characterization, debugging, and optimization within a pre-defined use-case.
  • Excellent communication and soft skills applicable to different cultural environments, both written and verbal.

Please apply via https://jobs.intel.com/ and refer to req number JR0113323.

Salary

40K+ TWD/month

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Intel

台北市南港區忠孝東路7段369號20樓

About us

We’re building on our unrivaled history of innovation to power the future of computing and communications. Our ambitions? A world that runs on Intel. We’re doing this by helping our customers find the technologies and solutions that allow them to transform their businesses and gain market advantage. And it all starts with data. At Intel, we’re on a journey from a PC-centric company to a data-centric company. Our unmatched depth of experience and scope of vision allows us to dream big, to create a world where Intel powers the future of computing and communications—including powerful processors and accelerators that unlock the full potential of data. We continuously deliver advances in performance, power, and connectivity across a diversity of data-centric workloads, so our customers can harness the raw power of data. Our innovations span architecture, memory, software, and security to help develop transformative products and experiences for our customers. Collectively, our 107,000 employees worldwide are enabling amazing experiences in 5G, artificial intelligence, driverless cars, and much more. Together, we push possible forward.

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