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Lead Data Scientist / Analytics Manager
Company | Nikel |
Address | Area DKI Jakarta, Indonesia |
Employment type | FULL_TIME |
Salary | |
Category | Penerbitan Konten Online |
Expires | 2023-06-25 |
Posted at | 11 months ago |
Background
- Apply advanced analytical skills and machine learning experience to develop and implement credit models, behavioral analytics, and optimization models
- Be constantly improving our practices and frameworks related to Data Science at scale
- Manage, mentor, and provide technical guidance to junior members of the team
- Effectively communicate your projects to your internal and external stakeholders including customers
- Collaborate with the technology team on the integration and implementation of the models into the products
- Strong hands-on experience in the model development lifecycle for data scientists (training, testing, tuning, and performance monitoring)
- Excellent hands-on knowledge in at least 2 of these languages: R, Python, SQL
- Experience with IRB, IFRS9, and local regulation for ASEAN countries, is a plus
- Comfortable in a fluid environment, self-directed, flexible, and creative
- Experience in managing and mentoring junior data scientists, strong communication skills, and organizational coordination ability
- 5+ years of experience in developing credit models in Retail/SME space, preferably in credit cards, retail/SME, merchant analytics, application/behavioral/collections scorecards, and anti-fraud models
- The ability to understand existing models and conduct customization to fit into local markets/data
- Commitment to the firm’s social mission and corporate values
- A proven track record of leading successful projects, stakeholder management skills, and the ability to manage timelines and expectations
- Good theoretical understanding of relevant statistical models, their inner workings, assumptions, and limitations
- Degree in a quantitative discipline: Mathematics, statistics, physics, data analytics, machine learning (Masters/PhD is a plus)
- Competitive compensation and benefits
- Meaningful work toward the Company’s social impact mission and vision
- Challenging role in a startup environment with strong growth ambitions
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