应用机器学习控制工程师
关于该职位
This position is part of the global ACS Control, Support, and Applications team providing control algorithms & applications development and advanced technical support for ACS motion control products.
Reports to: VP Control, Support and Applications
Primary Duties and Responsibilities:
• Stay tuned with recent advancements in ML and incorporate innovative ideas in development of state-of-the-art control technologies for ACS products
• Custom control algorithms development for ACS customers
• Work closely with high-tech equipment manufacturers in the fields of Semiconductors, Mobile Devices and Flat Panel Displays, Life Sciences, Photonics, and more
要求
· M.Sc.in Mechatronics/Autonomous Systems/Robotics/Mechanical Engineering/Aeronautical Engineering or similar.
· Demonstrated experience with data driven algorithmics, advantage if applied to real world time series data (like audio, accelerometer etc.).
· Solid knowledge in Control Theory.
· Solid knowledge in (at least two):
o 神经网络架构（循环神经网络/卷积神经网络/概率神经网络）,
o 超参数优化，,
o 特征工程，,
o 优化方法，,
o 强化学习
o 实时学习/估计
· Programming skills (at least two): C/C++, Python, MATLAB / Simulink.
· Ability to design algorithms from scratch as well as to use open-source libraries.
· Personal skills – very high analytical skills, good communication and interaction with colleagues & customers, independence & quick learning.
· Fluent in English, both writing and speaking.
· Advantages:
o 相关领域的博士学位，,
o 具备机器学习基础设施、边缘部署经验,
o 具备DSP外设编程经验，,
o 在运动控制行业拥有相关经验。.