Data Mining Engineer

Talent Insider is an upcoming HR Consultancy Service, founded in 2021. Our clients have been some of the leading brands in Indonesia, and this service continues to expand.

Registered in Singapore & Indonesia, we can assist with your growth plans and strategies, and continue to expand our regional presence with strong regional partners to assist our client in recruitment and branding strategy.

Job Description

• Responsible for massive data processing, modeling, and analysis reports.
• Develop anti-fraud and credit models by studying massive data, such as demographic information, credit information, and behavior logs.
• Use machine learning to solve problems related to financial technology scenarios, including but not limited to acquisition, risk control, customer relationship maintenance, deep learning scenarios, etc.
• Design data collection and integration requirements, build machine learning models, data warehouses, and data marts.

Requirements

• 1+ years of data mining-related work experience in the Internet industry; experience in risk management and modeling is preferred.
• Proficient in the basic principles and practical applications of machine learning, with a good understanding of common algorithms such as GBDT, XGBoost, Random Forest, logistic regression, etc.; deep learning project experience is a plus.
• Familiar with databases and data analysis tools, proficiently using SQL, Python, R, SAS, etc. for efficient data processing, mining, and analysis; experience in big data platforms like Hadoop and Spark is preferred.
• Strong logical analysis, communication, and expression skills; ability to withstand the pressure of fast-paced work, and willingness to continuously learn new knowledge.
• Experience in deep learning/classification.