senior data scientist in Singapore

posted
contact
sara sun, randstad
job type
permanent

job details

posted
location
singapore
specialism
information technology
job type
permanent
working hours
Full-Time
experience
2 years
reference number
91M0144484_1586842903
contact
sara sun, randstad
phone
+65 6510 1360
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job description

About the Role :This is a permanent position in a world reputable organsization reporting directly to CTO.

As a Senior Data Scientist, 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.

Business Modelling :

  • 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:

  • Deep learning expereince is important
  • 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
  • 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

Requirement:

  • Master’s degree in Computer Science, Computer Engineering, mathematics, statistics, physics or similar;
  • 2 -6 years experience in 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),

This is a great career opportunity not to be missed!

To apply online please use the 'apply' function to attach your CV in the link, alternatively you may send your CV directly to sara.sun(@)randstad.com.sg

Only candidates based in Singapore need to apply because face to face interview is required.
(EA: 94C3609/R1763325)


skills

no additional skills required

qualification

no additional qualifications required

educational requirements

Master's Degree