B5G/6G Research and PoC Engineer
MediaTek
HsinChu
21小时前

Job Description

  • Innovate and design the new system concept and architecture for beyond 5G (B5G) and 6G
  • Identify the key problems and validate the solution feasibility by simulation or prototype experiment
  • PoC system engineering including trial spec. definition and support prototype platform development
  • End-to-End application platform integration and cross-layer system engineering
  • Contribute to 3GPP and associated global / regional industry standardization efforts
  • Requirement - Good knowledge of or familiarity with at least one of the following focuses

    Communication focus (at least two of the following) :

    o Communication system theory (e.g. probability, digital signal processing, linear algebra, random processes, detection and estimation) and wireless systems

    o Physical layer waveform design, channel coding and procedures

    o L2 / L3 user plane and control plane protocol stacks and ability to perform cross-layer optimizations

    o Current cellular or Wi-Fi communication standards : e.g. 5G (NR), 4G (LTE), IEEE 802.11ax, IEEE 802.11ax / ay / az / be

    o Link / system level simulator development

    Application focus (at least either AI or AR / VR research / development experience) :

    o ML frameworks such as : Tensorflow, Keras, Pytorch, Caffee, etc.

    o ML algorithms for the problems, like Regression, Classification, Clustering, Dimensionality reduction, Structured output, Anomaly detection etc.

    o Contextual Bandit algorithms, Deep Learning, Reinforcement Learning and Federated Learning

    o Cross-layer knowledge on SW and HW platform, including codec, OS, kernel, CPU, GPU, modem, etc. and able to communicate with multi-discipline experts to fix bug and to enhancement performance

    o Standard AR and VR hardware, software, best practices, and design patterns

  • Familiarity with Matlab, C / C++ and / or Python
  • Self-motivated, good English communication capability, good team work capability and cross-nation collaboration capability
  • PREFERRED
  • Prior experience attending and contributing to 3GPP RAN working groups

    Research or implementation experience in mmW & THz

    Experience in satellite communication system

    Familiarity with edge computing

    Experience with prototype implementation for proof of concept (PoC) and demos

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