Data Scientist

2 weeks ago

Hanoi, Hanoi, Vietnam SmartDev Full time
Company Description

SmartDev is a leading provider of global software solution. SmartDev was established in 2014 and is a wholly owned subsidiary of Verysell Technologies Group (Switzerland).

SmartDev combines renowned Swiss quality with the Vietnamese passion to provide excellence and value.

SmartDev brings together smart people both internally and externally to create partnerships that push boundaries and challenge the status quo.


Job Description:

  • Shortlist and identify data sources for segmentation and profiling such as from internal sources transaction data, customer master data (demographic data), product data, product master data and external sources
  • Credit data
  • Establish criteria to select customers whose data needs to be pulled for analysis.
  • Explore data and identify data quality gaps, trends, data variance and cleanse & transform the data.
  • Develop unsupervised learning models for customer segmentation from behavioral data and tune for optimum clusters.
  • Discover customer profiles from demographic customer data
  • Communicate the data exploration and model results to business analyst and gather the feedback.
  • Provide inputs for Dashboard Design
  • Coordinate in dashboard testing
  • Perform documentation of the developed solution

Qualifications:

  • Bachelor or master's degree in computer science, statistics, engineering or related area
  • Must have experience working with product and tech teams to develop algorithms that have been used by live users
  • Is familiar with handling of demographic data, data classification and categorisation
  • Has some experience in the wealth domain/fintech industry
  • Develop and implement statistical and machine learning problems to segment and score users and provide recommendations appropriately
  • Has some working knowledge of infrastructure and AWS
  • Has worked on creating a recommendation algorithm before
Additional Information

BENEFITS:

  • Good work environment and good colleague (parties, holidays, team building activities)
  • Competitive Salary
  • Commission
  • Other benefits to be discussed
  • 20 annual leave days alongside Vietnamese public holidays
  • Selforganize project team
  • Work with high profile multinational companies
  • PVI Premium Healthcare System

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