senior data scientist (deep learning / machine learning) in Singapore

posted
contact
anson koh, randstad
job type
permanent
salary
S$ 6,000 - S$ 8,700 per month

job details

posted
location
singapore
specialism
information technology
job type
permanent
working hours
Full-Time
salary
S$ 6,000 - S$ 8,700 per month
experience
4 years
reference number
91M0144326_1586453425
contact
anson koh, randstad
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job description

about the company
World Leading Insurance Company providing innovation insurance solution.

about the job

Business Modeling:

  • 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 insights

Problem solving:

  • 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 (training courses, seminar, etc.)

Contribute to the data strategy of the company:

  • Link business needs to analytical solutions
  • Build and promote data strategic assets for the business: marketing, products, services and tools
  • Maintain and evolve the part of the innovation process linked to the data science activity
  • Put in place the metrics and the dashboards to provide visibility for data science activity
  • Present and promote solutions through relevant communities and committees


skills and experience required

  • At least 3 years of professional experience
  • 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), databases (relational and NoSQL), data visualization, web scripting;

To apply online please use the 'apply' function, alternatively you may contact anson koh at 9025 4389
(EA: 94C3609/ R1655013 )




skills

Deep learning techniques, machine learning, bootstrapping, DeepAR, CNN, RNN/LSTM. GAN. Python, PyTorch, Tensorflow, Keras, MXNet, NoSQL

qualification

Information Technology / Computer Engineering / Mathematics / Statistics / Physics

responsibilities

your main mission will be to provide your technical expertise both to shape the data strategy of the company and to provide actual solutions to business challenges faced currently by operational entities in the field of customer processes,
business processes and new services.

educational requirements

Master's Degree