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Keywords / Skills : Data Scientist, MongoDB, Time Series

2 - 10 years
Posted: 2018-11-29

Industry
IT/ Computers - Software
Function
IT
Role
Database Architect
Other Information Technology - Data Scientist
Salary
6000 - 9000 SGD
Posted On
29th Nov 2018
Job Description
Data Scientist 
Job Description 

Responsibilities 
  • Selecting features, building and optimising classifiers using machine learning techniques 
  • Data mining using state-of-the-art methods 
  • Extending the company’s data with third-party sources of information when needed 
  • Enhancing data collection procedures to include information that is relevant for building analytic systems 
  • Processing, cleansing, and verifying the integrity of data used for analysis 
  • Doing the ad-hoc analysis and presenting results in a clear manner 
  • Creating automated anomaly detection systems and constant tracking of its performance 
Requirements 
  • 1-2 years relevant experience 
  • Must have experience in time-series data analysis. 
  • Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naïve Bayes, SVM, Decision Forests. 
  • Experience with common data science toolkits, such as R, Weka, NumPy, MatLab.
  • Excellence in at least one of these is highly desirable 
  • Experience with data visualisation tools, such as D3.js, GGplot, etc. 
  • Proficiency in using query languages such as SQL, Hive, Pig 
  • Experience with NoSQL databases, such as MongoDB, Cassandra, 
  • Good applied statistics skills, such as distributions, statistical testing, regression, multivariate calculus and linear algebra 
  • Good scripting and programming skills will be a plus 
  • Data-oriented personality 

Interested candidates, please share your CV, current salary, expected salary, notice period to deepan.pandiyan (at) globesoft.com.sg 

Deepan 
EA Reg No.: R1114179 
EA License No. 12C6296 


About Company

Globesoft is the regional executive recruitment arm of the multi-award winning Emerio Group (an NTT Communications company). Founded in 1997 and headquartered in Singapore, the group offers highly competent IT services to clients of diverse industries. Currently, we have delivery centres in Singapore, Malaysia, Indonesia, India, the Philippines and Thailand and over 2,000 employees in 11 countries.
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