Daerah Khusus Ibukota Jakarta
On-site
IDR 200,000,000 - 300,000,000
Full time
23 days ago
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Job summary
An established industry player is seeking a data-savvy professional to drive insights and growth through data exploration and feature engineering. In this role, you will leverage statistical techniques and data analysis tools to interpret complex data, ensuring quality control and effective documentation. You will collaborate with stakeholders to enhance performance across various campaigns, utilizing your strong presentation skills to communicate actionable insights. Join a dynamic team where your expertise will contribute to innovative solutions in the financial services sector, making a significant impact on client adoption and market growth.
Qualifications
- 3-5 years of experience in data exploration and feature engineering.
- Proficiency in statistical techniques and data analysis tools.
Responsibilities
- Develop project scopes and methodologies, implementing solutions with appropriate tools.
- Monitor client portfolio growth, identifying trends and opportunities.
Skills
Data Exploration
Feature Engineering
Statistical Techniques
Python
SQL
Power BI
Data Storytelling
Stakeholder Management
Presentation Skills
Market Understanding
Education
Degree in Quantitative Field
Tools
Minimum Requirements:
- A degree in a Quantitative field such as Statistics, Mathematics, Operational Research, Computer Science, Economics, or Engineering
- A minimum of 3-5 years of relevant work in performing data exploration and feature engineering
- Proficiency in statistical techniques such as Gradient Boosting, Linear & Logistic Regression, Decision Trees, Clustering
- Proficiency in using query languages such as Python, and in Data Analysis and Management Tools such as SQL, Power BI
- Strong ability to interpret complex data into actionable insights to identify opportunities for growth and improvement
- Excellent stakeholder management skills, with a collaborative, diplomatic, and flexible approach
- Excellent presentation skills, including the ability to communicate complex ideas effectively, both verbally and in writing
- Proficiency in storyboarding data storytelling, with strong skills in MS Excel and MS PowerPoint
- Understanding of local market conditions and industry regulations
Nice to have:
- Understand the macro trends impacting payments, banks, and financial services and assimilate the information to develop value propositions and execute client adoption.
Responsibilities:
- Hands-on development of detailed project scopes and methodologies, as well as designing and implementing solutions using appropriate tools and techniques
- Ensuring quality control and maintaining up-to-date documentation for all data science projects
- Monitoring client portfolio growth data, identifying spending trends, and pinpointing growth opportunities using non-traditional data and new modeling techniques
- Providing data support for card campaign design, including identification of customer spending tiers, set-up and maintenance of Test & Control groups for campaign targeting, and performance tracking of ongoing and tactical campaigns
- Regularly tracking and benchmarking the portfolio dashboard, focusing on market segments and channel opportunities, and providing data-driven insights to enhance performance of both ongoing and ad-hoc/tactical campaigns
- Managing communication with clients and stakeholders effectively