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Data Scientist
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Data Scientist
Avensys Consulting Pte Ltd3-4 Years
This job is no longer accepting applications
Job Description
Responsibilities:
- Proven track record of leading and collaborating on advanced analytics strategic initiatives; Proven track record of operationalization of analytic models in collaboration with marketing/risk and IT teams
- Worked with large, unfiltered data sets or data science research
- Has Knowledge of both structured and unstructured data
- Scripting or programming experience: familiarity in programming languages with relational databases (e.g. Python, Java, Ruby, Clojure, Matlab, Pig, SQL);
- Statistical Analysis: advanced usage of off-the-shelf tools such as R, SAS, SPSS, Weka and other analytical tools or software
- Big Data: Experience with Big data tools such as HDFS, Cassandra, Storm
- Database knowledge: skilled in structured database
- Familiar with most of the following disciplines:
- Conceptual modeling: to be able to share and articulate modeling;
- Predictive modeling: most of the big data problems are towards being able to predict future outcomes;
- Hypothesis testing: being able to develop hypothesis and test them with careful experiments;
- Natural Language Processing: the interactions between computer and humans;
- Machine learning: using computers to improve as well as develop algorithms;
- Statistical analysis: to understand and work around possible limitations in models.
- Degree in quantitative discipline such as Statistics, mathematics, Operations Research, Engineering, Computer Science, Econometrics or Information Science such as Business Analytics or Informatics
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