senior data scientist (deep learning) in Singapore

posted
contact
winson tan, randstad
job type
permanent
salary
S$ 80,000 - S$ 105,000 per month

job details

posted
location
singapore
specialism
information technology
job type
permanent
working hours
Full-Time
salary
S$ 80,000 - S$ 105,000 per month
reference number
91M0143603_1586335449
contact
winson tan, randstad
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job description

about the company

My client is one of the most established and reputable MNC within the Financial and Insurance industry. They have a history of more than 100 years and has a strong presence in APAC with Singapore as their headquarter. They have won numerous awards for their innovative product and is well known for attracting the best talent in the industry. They are currently expanding and you would now have the opportunity to join this exciting company as a Senior Data Scientist.


about the job

  • Understanding operational needs by collaborating with specialized teams
  • Formalize needs into mathematical models and problems
  • Explore databases (including large databases, unstructured and open) to find relationships and insight
  • By leveraging the formalization of appropriate problems, proposing solutions based on available tools
  • Statistics: regression and statistical analysis
  • Algorithms: data mining, clustering, artificial intelligence, machine learning
  • Deep learning
  • Select or create the relevant technical data processing solutions for the needs addressed
  • Manage and transmit the knowledge through appropriate documentation and events



skills and experience required

  • Master’s degree in Computer Science, Computer Engineering, mathematics, statistics, physics or similar;
  • Deep understanding of machine learning concepts (regression, classification, clustering, dimensionality reduction), deep learning (CNN, RNN/LSTM, GAN), , time series data (DeepAR, Prophet), anomaly detection, compute vision and statistical algorithms;
  • Ability to model the reality of business into equations, and to understand the implications and limitations of a model;
  • Relevant work experience in data processing (data mining, social network analysis, text mining, etc.);
  • Proficient in Python & Spark;
  • Strong knowledge in machine learning tools and libraries (scikit-learn, MLlib, etc.), Python deep learning ecosystem (PyTorch, Tensorflow, Keras, MXNet, etc),

To apply online, please click on the appropriate link. Alternatively please contact Winson Tan at 6510 3638 to discuss more on the opportunity. EA: 94C3609 / R1113471





skills

Deep Learning, PyTorch, Tensorflow, Keras, MXNet

qualification

no additional qualifications required

educational requirements

Master's Degree