• Location: Singapore
  • Date Posted: 4th Dec, 2020
  • Reference: PFI0412

My client, a reputable eCommerce automotive company is seeking a Machine Learning Engineer to join the Data Science team. In this role, you will work closely with other Engineers, Product Managers, and Data Scientists to develop, improve, and deploy machine learning models and to solve other optimization problems.

  • Design/develop algorithms and services that optimize user experience, such as Parsing search queries semantically using NLP, Information Retrieval/Extraction, deploying Predictive Models built on large scale text data, Knowledge Graphs, Recommendation Systems and much more
  • Collaborate with development teams to test and deploy machine learning models
  • Partner with product/business owners and lead data projects end-to-end: recognizing opportunities, defining metrics and goals, implementing ML solutions, and evaluating the impact
  • Work with large data structures and algorithms with computational complexity and object-oriented and functional-programming design patterns
  • Translates machine learning algorithms into production-level code
  • Conduct independent research on quantitative methods for solving business problems

  • Bachelor's degree or higher in Computer Science, Mathematics, Economics, Statistics, or a related quantitative discipline
  • 3+ years of experience working on Machine Learning systems in a production setting
  • Experience developing, training, and evaluating deep-learning models using public deep learning frameworks (e.g. PyTorch, TensorFlow/Keras)
  • Strong Python and SQL background
  • Expert knowledge of data modelling and understanding of different data structures
  • A theoretical and practical understanding of data science and machine learning algorithms
  • Excellent interpersonal and written/verbal communication skills

Our client is committed to all forms of workforce diversity and strongly encourages applications from individuals that skillsets match the above requirements. Please click the 'apply' function above to submit your application. Alternatively, you may contact Vanessa at v.wong1@frgconsulting.com or + 65 3158 4430

EA License Number: 11C3017
EA Personnel Number: R1983758

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