Seagate Technology

AI/Machine Learning Engineer - Applied AI Research...

Job description

About our group:


Seagate Research Group’s Applied AI Research Section research into Optimized solution for Edge-AI. We use State-of-the-Art Algorithms to develop many applications which includes: Video Surveillance, Sensor-fusion for Augmented Reality, Autonomous Vehicles/Machines, Co-Bots and Analytics for Predictive Maintenance, etc.

About the role - you will:


  • Develop the prototype by applying the multi-modal Machine Learning Technique on the following
    • Ensemble Video and NLP Neural Networked based for surveillance Applications
    • Solutions for AI at the edge
  • Support AI-Workload profiling and analysis
  • Apply neural network compression techniques

About you:


  • Good knowledge of programming skill
  • Good written and verbal communications
  • Can-do attitude, willing to learn and always staying curious
  • Thinking out of the Box, whilst looking into the Box

Your experience includes:


  • Bachelor, Master's degree, and/or equivalent experience
  • Python, Tensor Flow, PyTorch, R, and one other lower-level programming language (C/C++ or Java)
  • Machine Learning for Video Analytics and Natural Language Processing
  • SLAM (Simultaneous Localization and Mapping) and 3D Object Detection Neural Networks
  • Applied Reinforcement Learning Algorithms like Q-Learning or Genetic Algorithm applied in Practical Application Preferably in Autonomous Navigation/Driving
  • Worked in an Autonomous Navigation Academic/Industrial Research Project before
  • One/or More Successful Project delivery will include full implementation from initiation to deployment

Location:


In response to COVID-19, this position may temporarily begin and be performed remotely. Seagate is actively evaluating the virus and our employees' health and safety are our top priority. In the future, this position will report to and be performed at our Shugart, Singapore location.


The Shugart site (named after Seagate’s founder, Al Shugart) is a research and design center. Easily accessible from the One-North MRT Station, many employees choose to take mass-transportation to work. Ample free on-site parking is also available. Being a purpose-built building, The Shugart has excellent employee recreational facilities. Take an active break at our badminton courts, table tennis tables, in-house gym and recreation rooms. Our yoga and zumba classes are very popular. We also offer classes and interest groups in photography, gardening and foreign languages, and have various on-site celebrations, and community volunteer opportunities.


Location
: Shugart, Singapore
Travel: None

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