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
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
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
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.