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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
Job Description
Background


Nikel is a leading embedded finance fintech that connects capital to small businesses. We provide end-to-end lending solutions for banks and technology companies via Nikel Lend (API-based lending solution), Nikel Market (B2B marketplace connecting banks to tech companies), and Nikel Fund (MAS-licensed fund manager). Nikel is on a mission to enable lending to be seamless for banks, technology companies, and entrepreneurs.


Role


The Company is seeking a Lead Data Scientist / Analytics Manager to help accelerate the Company’s innovation and data-driven strategy, including data management, predictive analytics, machine learning, and intelligent automation. He or she will lead the Company’s data science function and be expected to delegate work effectively and perform certain tasks individually. He or she should also have a strong understanding of credit, particularly related to the SME segment. He or she will also be responsible for day-to-day risk management of the Company’s loan portfolio and delivering output for external stakeholders, e.g., credit scoring tools for banks and articles for distribution to investors.


Responsibilities


  • 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


Qualifications


  • 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)


Benefits


  • 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


At Nikel, we are committed to diversity and equitable access to employment opportunities based on ability. Interested candidates can send their applications to


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