senior research specialist - deep learning in Singapore

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job details

job category
information technology
job type
S$ 5,000 - S$ 9,000 per month
reference number
sarah yang, randstad
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job description

about the company
Our client is a large, leading automotive company building their new Artificial Intelligence and Robotics labs team in Singapore to drive development for a range of artificial intelligence application fields such as robotics, process automation, predictive maintenance, Internet of Things, Industry 4.0, etc

about the job
This role will predominantly be a research role where you will be evaluating technologies, assess, analyse and apply by coming up with cases on solutions to real world problems across industries and smart nation projects

You will:

  • Shape the AI and Machine learning strategy of the company, set the structure and promote adoption of state-of-art and novel machine learning technologies in fields of deep learning for data analytics, behavior modeling and prediction, etc
  • Innovate and execute on Machine Learning algorithms that spans Deep Learning and data-efficient learning techniques such as Transfer Learning
  • Coordinate the development of solution prototypes and demonstrators with data engineering teams across multiple business lines
  • Develop novel application concepts using artificial intelligence to enhance company’s products and internal processes and operation
  • Design and execute experiments, and analyze results in collaboration with Product Managers, Business Analysts and other specialists.

skills and experience required

  • Graduate degree/Masters or PhD in Business Informatics, Computer Science, Mathematics
  • Track record of developing novel learning algorithms and/or systems, deep learning networks and architectures
  • Strong research experience in focus areas such as sequential prediction, graphical models, structured prediction, sequential models, Bayesian inference, model compression, multi-task learning, forecasting etc.
  • Experience with large datasets and hands-on experience with distributed systems
  • Knowledge or hands on experience in one or more machine learning frameworks (Tensorflow, Theano/Keras, Scikit-Learn, Spark/Mlib, R, Caffe, etc.)
  • Practical experience with data visualization libraries and tools (D3.js, Tableau etc)
  • Familiarity with programming languages such as C/C++, Python, Java

If you are interested in a full core research role in Emerging Technologies, Natural Language Processing (NLP), Deep Learning, Machine Learning, or Robotics, please send your CV to sarah.yang(@) or contact Sarah Yang at +65 6510 3633

Referrals are greatly appreciated!

(EA: 94C3609/ R1657816)


Deep Learning, Machine Learning, NLP, Robotics, Research