Research & Development - Machine Learning Engineer
Singapore Design / Civil engineering / Industrial engineering
Job description
Description
Keen to join one of the top employers in Singapore & the globe?
Do you want to be part of an exciting innovation journey for brands like SK-II, Olay, Gillette, Pantene, Head & Shoulders, Joy & Vicks?
Passionate about developing new capabilities in data science in our vibrant & growing R&D Singapore Innovation Center?
We are looking for a talented individual to join our upstream Beauty Technology group. We focus on delivering breakthrough, transformational new technology platforms for Beauty and Hair Care categories.
Role Description:
• Develop and implement machine learning tools to extract insights from large proprietary image and text databases
• Partner with technical experts in multi-functional teams to assess and innovate superior approaches for large-scale data analytics and integration
• Help the team deploy models to practice and make frequent model improvements as new data is available
Qualifications
• M.S/Ph.D. in Computer Science, Applied Mathematics, or related field, relevant industrial experience is an advantage
• Good knowledge in variety of advanced data analysis and machine learning techniques, and experience in designing solutions in response to real-world business problems
• Experience in working with large unstructured datasets, deep Learning, computer vision algorithms and applying novel machine learning techniques to generate novel insights
• Proficient with programming languages such as Python and R
• Hands-on experience with Tensor Flow, Keras, MXnet, Caffe, Torch, or other deep learning framework
• Familiarity with Linux environments, and setting up and executing machine learning tasks on AWS/Google Cloud/Microsoft Azure
• Experience in working with common database platforms is a plus.
• Skilled in rapid prototyping and quick experimentation in working with machine learning models