Data Science Consultant

Job Description:

  • Define business issues with client and propose analytics subject to solve them
  • Extract data from several data sources with scratch SQL queries and cleanse the data from the statistical perspective
  • Analyze data using statistical software and contribute to driving client growth
  • Summarize insight into intelligible document and share it to client management and user
  • Collaborate with other parties and business partners and maintain good communication with them
  • Manage work streams and priorities for projects
  • Contribute to company growth through assigned project works as well as corporate activities

 

Specific Qualification:

A. Data extraction
  • Can understand and write complex SQL queries to create a dataset
  • Can understand ER diagrams with complex relationship
  • Can calculate basic statistics such as mean, median, standard deviation and correlation coefficient
  • Can handle outliers and null values with an appropriate manner

B. Analysis
  • Can perform Multiple/Linear regression analysis, Logistic regression analysis, Decision tree analysis
  • Can explain and use the cross validation for analysis
  • Can understand how to use ROC curves and Confusion Matrix, and use AUC, GINI, etc. to evaluate the accuracy of predicted values
  • Can understand and explain multicollinearity and its countermeasures

C. Statistics
  • Can understand basic probability distributions (normal distribution, binomial distribution, Bernoulli distribution, Poisson distribution, etc.) and sample distribution (t distribution, chi-square distribution, F distribution, etc.), and calculate their statistical quantities
  • Can understand point estimation and interval estimation methods and calculate estimated values
  • Can understand the method of hypothesis testing and perform basic tests

 

Standard Qualification:

Basic
  • Business Level English for both speaking and writing
  • Basic Consulting skill (Logical Thinking, Documentation, Presentation, Interview)
  • Problem solving capability
  • Basic IT knowledge
  • Ability to foster good Communication and relation with Client and Team member
  • Ability to multi-task, prioritize, and work well within a fast-paced, project-focused environment
  • Integrity, curiosity and strong willingness to learn new things as a professional consultant
  • Proactive and be responsible for the smoothly running and implementation of the project
  • Work independently with minimum supervision.

Attitude
  • Highly motivated, stable working under pressure or stress. forward thinking, and hard worker
  • Proactive and be responsible for the smoothly running and implementation of the project.

Education
  • Minimum Bachelor‘s Degree (GPA more than 3.2 with 4 scale)
  • Major in IT is preferable, such as Computer Science, Information System, and so on
  • Overseas experiences are preferable

Preferable qualifications
  • Background of Financial industry
  • Experienced working in multicultural environment or working/studying abroad
  • Experienced working in Consulting Company

 

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