Data Scientist - Digital Office

Data Scientist - Digital Office

Siam Cement Group
5-8 years
Not Specified

Job Description

Job Summary:
. Develop Data mining solutions using state-of-the-art methods according to business requirements.
. Explain Data Mining results or relationships between features to the business users or MIS & Analytics.
. Process, clean, and verify the integrity of data used for analysis and provide data preparation algorithm to data engineer in order to implement the project's production.
. Perform ad-hoc analysis and presenting results in a timely fashion and clear manner.
. Explore the opportunity to propose a data mining methodology to solve key business challenges.
. Explore new data mining techniques and tools that help tackle business requirements.
. Bachelor's or Master's degree in Computer Science, Computer Engineering, Information Technology, Data Analytics, or related field.
. Having at least 5 years of experience in Data Scientist or Data Analyst.
. Strong Data Mining techniques, such as classification, clustering, anomaly or outlier detection, regression analysis, text mining, Optimization, etc.
. Strong Machine Learning algorithms and methodologies, such as Neural Networks, Naïve Bayes, Random Forest, Support Vector Machine, Linear Regression, ensemble voting classifier, features selection, Local Interpretable Model-Agnostic Explanations (LIME), etc.
. Strong applied statistics skills, such as distributions, statistical testing, design of experiments, regression, etc.
. Experience in using query languages such as SQL, Hive, Pig.
. Strong scripting and programming skills, such as R, Python, Matlab, etc.
. Data-oriented personality.

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