Data Scientist (Perm)

Jobster Pte Ltd (EA License No: 06C5060)| Date Posted: 12-Jun-2019
EA Licence No: 06C5060|EA Personal Registration No: 200818951C
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Job Nature:
Permanent
Position Level:
Experienced
Qualification:
Diploma, Bachelor's / Honours, Masters / PhD

Job Description

Responsibilities:

  • Designing and prototyping classifiers and problem-solving algorithms
  • Performing original quantitative research on large, complex data sets, including the acquisition of domain knowledge, determination of important research questions, data collection and manipulation, statistical analysis, validation and visualization of data, and presentation of findings
  • Applying NLP methods to extract features from text
  • Perform Linguistic Identity Matching
  • Applying machine learning techniques, in core subject including money laundering and terrorism financing
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Doing ad-hoc analysis and presenting results in a clear manner

Requirements:

  • Min. 2 years of relevant experience
  • Work experience in a related field (AI, Math, Engineering or CompSci)
  • Good UNIX operating system knowledge & skills
  • Very good knowledge of Python and text/data processing packages: pyspark, pandas, numpy, scikit-learn, nltk or similar
  • Good SQL knowledge
  • Experience with various data formats: CSV, JSON, XML
  • Working knowledge of Jupyter Notebook
  • Experience with text processing and machine learning applications and algorithms
  • Willingness to work on engineering/development tasks if necessary, such as grabbing necessary data.
Company Overview
Jobster Pte Ltd (EA License No: 06C5060)