1. FPGA – Deep Learning Acceleration (FPGA 深度学习加速)
Qualification(要求):
- HDL and C/C++ are mandatory;
- Familiar with Xilinx or Altera FPGA architecture and the EDA tools;
- Especially need the knowledge/understanding about the parallelism of FPGA;
- Experience in algorithm acceleration on FPGA is a big plus;
- Independent quick-learning and great passion.
Job description(工作内容):
- Investigate various cutting-edge DL algorithms across many application areas on different DL frameworks;
- Help the team reproduce and step through the end-to-end process of chosen DL algorithms;
- Deeply understand the emerged neural network topologies and their best-known optimization methods on FPGA;
- Participate in the design and development of the competitive DL acceleration solution for FPGA.
2. AI Algorithms research/development/acceleration (AI算法研发和加速)
Qualification(要求):
- Knowledge and practice in machine learning, familiar with concepts like regression, sampling, Gaussian mixture model, Bayesian analysis, etc.
- Knowledge of probability theory, familiar with concepts like discrete/continuous distributions, Bernoulli/Poisson/Markov processes, cross entropy, etc.
- Strong programming skills (C/C++/Python) , solid foundation in algorithm design and analysis.
- Knowledge of reinforcement learning should be preferred.
- Knowledge of tools like Tensorflow, Matlab, OpenGL, OpenCV, CMake etc. should be preferred.
Job description(工作内容):
- Investigate and implement the frontier scientific research work target to tasks of computing vision/deep learning/reinforcement learning.
- Develop high performance prototype system for further research and product reference.
3. AI Web services and Apps (AI web service框架和应用)
Qualification(要求):
- Familiar with Java, HTML, JavaScript, CSS etc.
- Familiar with python, and knowledge of python flask
- You should be able to available in next 6 months
- You should be a good team player and good at English communication
Job description(工作内容):
- Design and develop the framework (frontend and backend) for AI Web services
- Design and develop Android application with AI features
4. Auto Driving algorithms and Software engineering (自动驾驶算法和软件研发)
Qualification(要求):
- Familiar with C/C++ and python languages.
- Familiar with ROS (robot operate system), Optional.
- Familiar with Computer Vision and/or machine/deep learning.
- Good at team working
Job description(工作内容):
- Research and develop the auto driving algorithms and software such as sensor fusion, motion planning and cars/pedestrians detection
5. NLP Algorithms (自然语言处理算法研发)
Qualification(要求):
- Familiar with C/C++ and python languages
- Knowledge and interests in NLP, Speech Recognition, TTS, and/or machine/deep learning
- Experience with TensorFlow, caffe, CNTK
- Good at team working
Job description(工作内容):
- Research NLP model to understand the sentence and contexts based on different scenarios.
6. Intelligent system design(智能音箱及机器人等硬件系统设计)
Qualification(要求):
- Familiar with Embedded SW / DSP SW/ MCU development
- Familiar with PCB board and mechanical design
- Knowledge in Microphone Array and signal processing, etc.
- Good at team working
Job description(工作内容):
- Develop the complex intelligent system, i.e. Smart Speaker, Robot, etc.