[HCM] 05 Data Scientist

Negotiate
25/02/2019
Non Skill
,

Chi tiết công việc

  • Position : Data Scientist
  • Location : HCM
  • Number : 05
  • Salary : Negotiable

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.

Qualifications and Experience

  • 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, DigitalOcean, 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.

Benefits

Successful candidates will be part of a friendly, motivated and committed talent teams in FPT Software HCM (FSOFT) with various benefits and attractive offers:

  • 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 Person

Interested candidates should submit a completed Curriculum Vitae/ Resume and Cover Letter (if any) to:

Resource Assurance Incubation Center,

FPT Software HoChiMinh Co. Ltd
Contact Person                 : Ms. Trần Thị Diệu Huyền

Email for applications    : [email protected] (file 2MB max)

Website              : www.career.fpt-software.com

[HCM] 05 Data Scientist

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