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Senior Data Scientist

1 month ago


Hanoi, Vietnam SMARTOSC Full time

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

**Requirements**:
- Strong problem solving skills.

- 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.

- Excellent written and verbal communication skills for coordinating across teams.