投资组合分析师
Portfolio Analyst
职能支持未标注地域
公司Renmoney
薪资未公开
工作地点Russian Federation
地域资格未标注地域
时区要求日间重叠约 9 小时,基本正常作息
用工类型Contractor
发布时间今天
数据来源Himalayas
我们正在寻找一名投资组合分析师,帮助我们扩大并优化我们的信贷投资组合。你将直接参与投资组合指标、风险策略和定价工作,与产品和数据科学团队紧密合作,将数据转化为清晰且有影响力的结果。职责范围包括:
信贷投资组合管理:
- 分析和监控关键投资组合指标:FPD、PD、LGD、NPL、盈余;
- LTV评估及积极参与产品定价;
- 开发客户细分策略(例如,按风险等级、产品、获客渠道);
- 评估内部举措对财务结果的影响;
- 优化投资组合结构(平衡高收益和低风险贷款)。
风险管理:
- 监控风险集中度(例如,按地区、产品、借款人群体);
- 根据违约和提前还款数据调整信贷政策;
- 开发和改进与贷款发放相关的流程。
与数据科学团队的合作:
- 制定评分模型的需求(例如,PD模型的校准);
- 分析评分卡表现并提出改进建议;
- 与现金流预测模型合作。
要求
- 3年以上分析或投资组合分析经验;
- 本科及以上学历,最好是技术或经济相关专业;
- 熟悉信贷风险和指标:PD、NPL、FPD、SPD、滚动率、CoR;
- 掌握概率论和数理统计知识;
- 熟练使用分析工具:
- Excel(高级公式、数据透视表);
- SQL(窗口函数、子查询);
- 具备Python使用经验(基础水平:NumPy、pandas、scikit-learn);
- 了解适用于MFI/银行的监管要求。
加分项:
- 具备大数据和BI系统经验;
- 基础的机器学习模型理解能力(解读评分结果);
- 熟悉财务模型和报表(NPV、DCF、P);
- 具备A/B测试经验;
- 熟悉MFI/银行业务产品:微贷、信用卡、信用额度。
福利
- 全球任意地点远程办公
- 绩效奖金、带薪假期和休息日、个人发展计划
- 使命:与具有竞争力的薪资一起,塑造尼日利亚金融科技的未来,打造覆盖数百万人的产品
- 成长:在快节奏的工作环境中,获得灵活性、协作和成长的机会
查看英文原文
We’re looking for a Portfolio Analyst to help us scale and optimize our credit portfolio. You’ll work hands-on with portfolio metrics, risk strategies, and pricing, collaborating closely with Product and Data Science to turn data into clear, impactful decisions. The scope of responsibilities will include:
Credit Portfolio Management:
- Analysis and monitoring of key portfolio metrics: FPD, PD, LGD, NPL, Surplus;
- LTV assessment and active participation in product pricing;
- Development of customer segmentation strategies (e.g., by risk levels, products, acquisition channels);
- Assessment of the impact of internal initiatives on financial results;
- Optimization of the portfolio structure (balancing high-yield and low-risk loans).
Risk Management:
- Monitoring of risk concentration (e.g., by regions, products, borrower segments);
- Adjustment of credit policy based on default and early repayment data;
- Development and improvement of processes related to loan origination.
Collaboration with the Data Science Team:
- Formulation of requirements for scoring models (e.g., calibration of PD models);
- Analysis of scoring card performance and proposals for their improvement;
- Work with cash flow forecasting models.
Requirements
- 3+ years of experience in analytics or portfolio analytics;
- Higher education, preferably in a technical or economics-related field;
- Strong understanding of credit risks and metrics: PD, NPL, FPD, SPD, Roll Rate, CoR;
- Knowledge and practical application of probability theory and mathematical statistics;
- Proficiency with analytical tools:
- Excel (advanced formulas, pivot tables);
- SQL (window functions, subqueries);
- Experience working with Python (basic level: NumPy, pandas, scikit-learn);
- Knowledge of regulatory requirements applicable to MFIs/Banks.
Nice to Have:
- Experience with Big Data and BI systems;
- Basic understanding of ML models (interpretation of scoring results);
- Knowledge of financial models and statements (NPV, DCF, P
- Experience with A/B testing;
- Knowledge of MFI/Banking products: microloans, credit cards, credit lines.
Benefits
- Remote work from anywhere in the world
- Performance bonus, paid vacations and day-offs, personal development plan
- Purpose: shape the future of fintech in Nigeria with products that reach millions, backed by a competitive salary
- Growth: thrive in a fast paced work environment with flexibility, collaboration, and access to cutting-edge tools
- Join a diverse, inclusive team where all voices are valued, and professional growth is a priority.
Originally posted on Himalayas
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