Data Scientist

3 weeks ago

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**:

- Studies in mathematics, computer science, applied physics or a related field.
- Solid knowledge of mathematics.
- Proficiency in Python and C development
- Knowledge of machine learning techniques (Random Forest, LSTM, Kmeans, SVM), ideally with time series.
- Knowledge of code production deployment and CI/CD best practices

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
- Self-organize project team
- Work with high profile multinational companies
- PVI Premium Healthcare System

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