Data Scientist

Job Description

• Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
• Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
• Assess the effectiveness and accuracy of new data sources and data gathering techniques.
• Develop custom data models and algorithms to apply to data sets.
• Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
• Develop company A/B testing framework and test model quality.
• Coordinate with different functional teams to implement models and monitor outcomes.
• Develop processes and tools to monitor and analyze model performance and data accuracy.

Job Qualification
• Strong problem solving skills with an emphasis on product development.
• Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
• Experience working with and creating data architectures.
• Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
• Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
• Excellent written and verbal communication skills for coordinating across teams.
• A drive to learn and master new technologies and techniques.
• We’re looking for someone with 1+ years of experience manipulating data sets and building statistical models, has a Master’s or PHD in Statistics, Mathematics, Computer

Science or another quantitative field, and is familiar with the following software/tools:
• Coding knowledge and experience with several languages: C, C++, Java, JavaScript, etc.
• Knowledge and experience in statistical and data mining techniques:
• GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
• Experience querying databases and using statistical computer languages: R, Python, SLQ, etc.
• Experience using web services: Redshift, S3, Spark, Digital Ocean, etc.
• Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
• Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.

Benefit
• COMPETITIVE SALARY PACKAGE based on your competent plus Annual Bonus and Project Performance Bonus
• “FPT care” health insurance provided by AON and is exclusive for FPT employees.
• Company shuttle buses provide convenient way of transportation for all employees.
• Annual Summer Vacation: Base on Company’s policy
• Other allowances: transportation allowance, lunch allowance, working on-site allowance, etc. plus company support for housing in District 9.
• F-Town Campus provide many facilities for FPT Software employees such as football ground, basketball & volleyball, gym & yoga centre, restaurant, cafeteria, etc.

Contact
Interested candidates should submit a completed Curriculum Vitae/ Resume and Cover Letter to:
FPT Software – Recruitment Department
Contact Person : Ms. Pham Thi Huyen Nga
Email : [email protected]
Website : www.career.fpt-software.com