Data Scientist

Job Description

Tasks and Responsibilities :

• Conduct data exploration and discovery, and advanced data mining analysis on spatial-temporal data, user behavioral data, transaction data, machine/device log data, and others
• Conduct experiments with data, build working prototypes to demonstrate ideas and results
• Build scalable pipeline and data science models with open source systems or proprietary tools
• Collaborate with business teams to contribute to new use cases for solving clients’ problems
• Participate in IP creation, such as patenting, case studies, white papers and research papers as determined by business needs

Requirements :

• 3+ years experience of successful application of machine learning, data mining, and statistical analysis with demonstrable impact and proven track records
• Demonstrated ability to take high level, loosely-defined business problems and identify precise, quantitative solutions
• Working knowledge of databases and query engines for structured and unstructured data, data transformation (ETL), software development methodologies, and data science languages like Python, R, or others
• Self-starter, capable of experimenting with various tools and developing own code and scripts for data manipulation, experimentation, algorithm implementation, accuracy measurements, etc.
• Familiar with basic software development skills (agile methodologies, testing, version control, etc.)
• Preferred to have advanced degree in Computer Science, Machine Learning, Operational Research, Mathematics or Statistics, or other equivalent subjects
• Preferred to be familiar with basic software development skills (agile methodologies, testing, version control, etc.)