Sr. Data Scientist
Devoteam- Location
- South Jakarta, Jakarta, Indonesia
- Workplace
- —
- Employment
- Contract
- Salary
- —
Posted 5mo ago
Key Responsibilities
- Model Development: Design, build, and deploy advanced propensity models, credit risk models, and other statistical models to address various business challenges within the banking domain.
- Data Analysis: Conduct in-depth analysis of large and complex datasets to identify trends, patterns, and anomalies.
- Analytical Solution: Develop and implement analytical solutions for banking operations, including customer segmentation, fraud detection, and performance optimization.
- Collaboration: Work closely with business stakeholders, data engineers, and other teams to understand business requirements and deliver effective data-driven solutions.
- Reporting: Present findings and model performance to both technical and non-technical audiences in a clear and concise manner.
- Innovation: Stay updated with the latest advancements in data science, machine learning, and the banking industry to propose and implement innovative solutions.
Qualifications
Experience
Minimum of 5 years of professional experience as a Data Scientist, with a significant focus on the banking or financial services industry.
Technical Skills
- Good understanding on building performance dashboards, sales models (propensity, segmentation, income proxy), credit models (A-score, B-score)
- Proficiency in programming languages such as Python or R.
- Strong knowledge of machine learning algorithms (e.g., classification, regression, clustering).
- Experience with SQL and database management.
- Hands-on experience with data manipulation and analysis libraries (e.g., Pandas, NumPy, Scikit-learn).
- Familiarity with big data & cloud technologies is a plus.
Industry Knowledge
Proven experience in building and deploying models for credit risk, propensity modeling, or other relevant banking analytics projects.
Soft Skills
- Excellent problem-solving and analytical skills.
- Strong communication and presentation abilities.
- Ability to work independently and as part of a team in a fast-paced environment.
This position will be assigned to an FSI client's project.
Skills
- Machine Learning
- Python
- R
- SQL
- Pandas
- NumPy
- scikit-learn
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