法国兴业银行
TRAINEE: Data Analyst/Scientist
TRAINEE: Data Analyst/Scientist
发布于 5 天前管理培训生(管培生)
Hong Kong, Hong Kong
无经验要求
全职员工
仅现场办公
本科
数据分析与科学
SQL
Machine Learning
Audit
Data Analytics
Risk Management
AI 估算 · 18k–28k
香港管培生薪资水平约2-3万港币，折合人民币约1.8-2.8万，考虑到外资大行和金融行业背景，薪资具有竞争力。
职位详情
关于这个职位
This Trainee position in Societe Generale's Internal Audit DataLab offers a 24-month full-time contract with comprehensive training. You will support data analytics for audit missions across Asia, working with Python, BI tools, and data science techniques. This role is ideal for recent graduates looking to build a career in data analytics within a global banking environment.
最低要求
Bachelor’s degree or master’s degree in engineering, Computer Science, Business Analytics, Data Science or a related discipline
Good knowledge of Python programming is required
Sharp analytical mindset
Comfortable in manipulating data
Paying attention to details and quality
Curious with an appetite to learn and develop data skills
Creative thinking with a “can do” attitude
Good level of integrity showing care in the manipulation of confidential or sensitive information
Good communication skills with the ability to collaborate throughout Asia with staff who have different kind of level and background
Fluent in verbal and written English
工作职责
Support Asia Data Scientists and Auditors in data collection and preparation
Implement Business Intelligence reports or dashboards to help identify risks and detect abnormal patterns
Propose and implement data analysis, controls, and data science techniques using Python or other advanced solutions
Guide and train Asia auditors in basic data analysis tools and techniques
Support auditors with ad-hoc requests and questions
Implement data analytics solutions to automate audit controls
Implement and maintain BI dashboards for regular risk monitoring
Contribute to technology watch on Data Science/genAI topics
优先资格
Knowledge of SQL and database systems is a plus
Knowledge of a BI solution is preferred (Microsoft BI, Tableau, Qlik View, etc.)
AI 洞察
优缺点分析
优点
- Gain hands-on experience with real-world data analytics projects in a top-tier financial institution.
- Comprehensive training covering technical skills, leadership, and communication.
- Exposure to diverse data science techniques (NLP, process mining, isolation forest) applied in audit.
- High potential for conversion to permanent role based on performance.
- The role is contract-based for 24 months, with no guarantee of permanent employment.
- May involve working with sensitive data and strict compliance requirements.
- Balancing technical work with training and support for auditors who may have limited data skills.
- This role is ideal for recent graduates with a data-related degree who are eager to learn and develop a career in data analytics within a global banking environment.
缺点 / 挑战
暂无明显挑战项
角色解读
- After the 24-month trainee program, high performers may convert to a permanent Data Scientist role within IGAD.
- Opportunity to specialize in audit analytics, risk management, or data science in a global bank.
- Potential career progression to senior data scientist or team lead within the internal audit function.
- Collect and prepare data for internal audit missions across Asia.
- Build BI dashboards and reports to help auditors identify risks and anomalies.
- Implement Python-based data analysis and machine learning models to automate audit controls.
- Train and support auditors in using data analytics tools.
- Proficiency in Python programming for data manipulation and analysis.
- Familiarity with BI tools like Tableau or Qlik View for dashboard development.
- Basic knowledge of SQL and database systems.
- Strong analytical and problem-solving mindset, with attention to detail.
申请策略
- Tailor your resume to demonstrate curiosity and a proactive learning attitude.
- Research Societe Generale's culture and the role of internal audit in risk management.
- Emphasize Python projects, especially those involving data cleaning, analysis, or visualization.
- Highlight any experience with BI tools like Tableau or Power BI, and database skills.
- Showcase analytical problem-solving through academic or internship projects.
- Include examples of teamwork and communication, especially in cross-cultural contexts.
- Strengthen Python skills, particularly libraries like pandas, NumPy, and scikit-learn.
- Learn a BI tool (Tableau or Qlik View) if not already familiar.
面试指南
- For project questions: Use STAR method (Situation, Task, Action, Result). Highlight your role, tools used, and impact.
- For technical questions: Explain the approach, code snippets if possible, and how you validated results.
- For behavioral questions: Demonstrate alignment with SG's values (commitment, responsibility, team spirit, innovation).
- Describe a data analytics project you worked on. What challenges did you face?
- How would you explain a complex data insight to a non-technical auditor?
- What is your experience with Python for data analysis? Give an example.
- How do you ensure data quality and accuracy in your work?
- Why are you interested in internal audit and data analytics in banking?
匹配度报告
69
综合匹配度
Top-tier bank trainee program with strong development focus, competitive pay in Hong Kong, but limited WLB flexibility.
适合人群
This role is best suited for early-career professionals who prioritize skill development, training, and career progression over immediate work-life balance.
最强匹配
成长发展匹配
最弱匹配
工作生活匹配
薪资福利70
成长发展95
工作生活50
使命价值60
薪资福利匹配
70中等
The trainee role offers a competitive salary for Hong Kong, with benefits typical of a large bank. However, the contract nature and lack of explicit bonus details slightly reduce the compensatory score.
薪资信号未披露（AI估算：18K-28K/月）
成长发展匹配
95较高
This role is highly developmental, with extensive training, exposure to cutting-edge data science techniques, and a clear path to permanent employment. The program is designed to build skills and knowledge.
技术前沿前沿/新兴技术
技术栈Python、Machine Learning、NLP、Process Mining、Isolation Forest、BI
成长机会training materials、leadership development、unlock your potential、early conversion to permanent roles
业务类型ambiguous
工作生活匹配
50较低
Hong Kong is a high-density city, and the role is office-based with no mention of remote work. The work-life balance may be typical of banking, but no explicit WLB signals are provided.
工作模式仅现场办公
办公地点市区核心地段
加班情况未提及（无法判断）
使命价值匹配
60中等
The role supports internal audit, which is a control function contributing to risk management and compliance. The bank emphasizes sustainability and diversity, but the direct social impact is moderate.
行业发展稳定成熟行业
社会影响中性/一般
使命信号commitment、responsibility、team spirit、innovation、sustainability
创新程度积极采用新技术
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