Job Description :
- Build predictive models for credit risk, collections, fraud, and other business needs in Financial Industry
- Manage and own the entire end-to-end lifecycle of building and validating predictive models along with their deployment and maintenance
- Engineer predictive features from existing data to build refined customer profiles.
- Identify external data assets to bring into the model mix
- Work backwards to conceptualize and design analytic model frameworks to solve business problems
- Strong communication skills to share your learnings, lead with the given strategy, get multiple stakeholders to buy into the vision and execution of the analytics roadmap
Minimum Qualifications :
- Bachelor’s degree or equivalent experience in quantative field (Statistics, Mathematics, Computer Science, Engineering, etc.)
- At least 4 years of hands-on experience in building, evaluating, and monitoring ML collection risk or consumer credit scoring models for financial products
- At least 2 years of leadership experience
- Solid understanding of mathematics and statistics
- Sound knowledge of machine learning concepts such as Bagging, Boosting, Recommendation Engines, etc
- Deep understanding of predictive modeling, machine-learning, clustering and classification techniques, and algorithms
- Expert in feature creation on a variety of data types
- Professional experience in building machine learning analytics model development
- Understanding of trade-offs between model performance and business needs
- Proven experience to formulate data science solutions to business problems
- Proven ability to communicate with business and know business needs
- Work experience and knowledge of more than one domain is a plus – Risk Analytics, Marketing Analytics, Fraud analytics etc.
Required Skills :
- Java
- Python
- SQL
Link pendaftaran : https://www.kalibrr.com/id-ID/c/pt-adicipta-inovasi-teknologi/jobs/197693/data-analytics-manager
Batas Pendaftaran : 31 Mei 2023
Departemen Rotasi
Kabinet Bestari
Himatika UGM