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Mô Tả Công Việc
- 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
Yêu Cầu Công Việc
- Must-have requirements
- Strong willingness and high commitment on working onsite: You will come to our customer's office (District 3) to work fulltime on every week day
- At least 3 years of experience in Data Science or relavant positions. (min 1 year working in bank/ finance domain)
- Experience using statistical computer languages (R, Python, SQL, 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.
- Basic command of English communication
2. Good-to-have requirements
- Certificate in advanced data analysis tools corresponding to Data Scientist
- Experience in participating in projects according to Agile methodology and experience in participating in advanced data analysis (AI, ML) projects related to the field of finance and banking.
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Quyền Lợi
- Salary: Very open to negotiate
- 18 paid leaves/year (12 annual leaves and 6 personal leaves)
- Insurance plan based on full salary + 13th month salary + Performance bonus
- Meal allowance of 730,000 VND/month
- 100% full salary and benefits as an official employee from the 1st day of working
- Medical benefit for employee and family
- Working in a fast-paced, flexible, and multinational working environment. Chance to travel onsite (in 49 countries)
- Free snacks, refreshment, and parking
- Internal training (Technical & Functional & English)
- Working time: 08:30 AM - 06:00 PM from Mondays to Fridays (meal breaks included)
ABOUT HCL VIETNAM
HCL Vietnam Company Limited belongs to HCLTech which is a global technology company, home to 222,270+ people across 60 countries, delivering industry-leading capabilities centered around digital, engineering and cloud, powered by a broad portfolio of technology services and products. We work with clients across all major verticals, providing industry solutions for Financial Services, Manufacturing, Life Sciences and Healthcare, Technology and Services, Telecom and Media, Retail and CPG, and Public Services. Consolidated revenues as of 12 months ending September 30, 2022, totaled $12.1 billion.
HCL Vietnam’s offices:
- Hanoi Office: Level 13-17, Leadvisors Tower, 643 Pham Van Dong Street, Co Nhue Ward, North Tu Liem District, Hanoi
- HCMC Office: Level 11, Five Star Tower, 28Bis Mac Dinh Chi Street, Da Kao Ward, District 1, HCMC
HCL Website:
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