
Merging Data Science And Finance With An MSc In Financial Engineering
Graduate Studies Blog

MSC FINANCIAL ENGINEERING
Merging Data Science And Finance With An MSc In Financial Engineering
At first glance, a career shift from biology to financial engineering may seem like the most significant jump you can imagine. But a passion for data analysis can’t be denied. Take Fang Kaixiang, for example, who transitioned from his biology undergrad major to the challenging world of financial engineering.
Professionals in financial engineering use mathematical techniques to solve economic problems. Now a newly-minted data scientist at Tencent, a major fintech company in China, Kaixiang is having the time of his life in a role that allows him to “blend [his] love for data analysis with real-world problem solving,” as he put it.
Kaixiang credits Nanyang Business School’s MSc Financial Engineering (MFE) programme with securing his future in this promising field. “The curriculum allowed me to explore both theoretical and practical aspects of financial engineering, which were invaluable when applying for positions in data science,” he told us.
How did the Nanyang MFE programme help him shift from biology to a fintech-based future – and how does it ensure his continued success in his chosen field?
Passion and persistence
Kaixiang majored in applied biology at Zhejiang University, but the finance bug had already bitten him early on. “Something kept pulling me toward the world of finance,” he recalled.
Initially, he scratched this itch with a financial internship during his undergraduate studies. Later, he undertook an exchange programme at Cambridge University, where he worked on a finance and big data project. The MFE path made the most sense to Kaixiang. “Pursuing an MSc in Financial Engineering felt like a natural progression to achieve this,” he shared.
In particular, the programme’s balanced curriculum, which combines theoretical foundations with practical applications in quantitative finance, drew him in. “This balance ensures that we are not just learning abstract concepts, but are also fully equipped to handle the intricacies of modern financial markets,” he explained.
Additionally, the exchange programme with Carnegie Mellon University also piqued his interest. “This exposure to global perspectives and cutting-edge financial technologies makes Nanyang Business School’s MFE programme incredibly unique,” he explained. “I felt confident that it would provide the skills and insights I needed to pursue a successful career in finance.”
Overcoming challenges, gaining invaluable skills
As a springboard into high-technology finance, Nanyang Business School’s MFE programme demands an intensive focus on quantitative analysis and technological innovation. This degree of academic rigour can make any participant feel like they’ve just been thrown into the deep end of a pool.
“The coursework has continuously challenged me, but in the best possible way,” Kaixiang shared. “The curriculum is structured to build our knowledge gradually, yet it doesn’t shy away from pushing us into complex, real-world applications.”
Knowing the programme’s rigorous standards, Kaixiang did plenty of groundwork before diving in. “During my senior year of undergraduate studies, I immersed myself in additional course work, focusing on databases, C++, programming frameworks, and data mining,” he recalled.
Kaixiang also sought internships that exposed him to real-world financial engineering challenges. For instance, his time at Kuaishou Technology and Pixl Solutions gave him hands-on experience in investment banking, equity research, and the Internet sector.
“They gave me a well-rounded perspective on finance and technology, further enhancing my qualifications,” he explained.
The unique flexibility of the MFE programme
The MFE programme was flexible enough to allow Kaixiang to explore theoretical and practical aspects of financial engineering. The “practical” side of the field was driven home by the company finance course, which Kaixiang considers “one of the most impactful experiences so far.”
The module’s lessons opened Kaixiang’s eyes to the strategic side of corporate finance. Through hands-on case studies, he learnt how decisions made at the highest levels influence the valuation and trajectory of a business.
In the face of a crushing workload, Kaixiang powered through with a single-minded purpose: “It all starts with a deep sense of purpose and passion for what I do,” he explained.
Kaixiang drew from a deep wellspring of energy and focused on managing multiple responsibilities within and outside the programme. “My secret lies in effective time management and meticulous organisation,” he shared. “This helps me maintain a clear vision of what needs to be done and when, ensuring no task gets overlooked.”
A wealth of support from mentors and peers
Nanyang Business School offers a wealth of resources for MFE participants beyond the knowledge they’re gaining in classwork. Kaixiang appreciated the school’s career development resources, which provided guidance that has already proven beneficial as he prepares for the future.
Kaixiang also drew confidence from the support of his mentors and peers. “They provide invaluable advice and guidance that helps me navigate challenges more efficiently,” he shared. Despite their stature in their respective fields, the professors were approachable and willing “to engage in thoughtful discussions,” he added.

He also bonded with his classmates, who were just as driven and passionate about finance as he was. “It’s rare to find a group of people who share your passion and are equally committed to success,” he shared.
How the MFE programme blazed a path to Tencent
Just two months into the MFE programme, Kaixiang has already mapped out his career for the foreseeable future. “I’ve recently secured a data scientist position at Tencent, within the fintech department, where I will be responsible for handling payment services and developing financial models,” he told us.
The new role makes the most of Kaixiang’s passions for technology and finance. “I’ll have the opportunity to work on cutting-edge financial technologies, contribute to optimising payment systems, and build models that address real-world financial challenges,” he shared.
Kaixiang gladly credits the MFE programme for helping lay the groundwork for his new role. Its “blend of quantitative analysis, financial modelling, and data science aligned perfectly with the demands of fintech and quantitative trading roles,” he explained.
“Whether tackling a complex algorithm or analysing trends in user growth, the MFE programme has given me the foundation to bridge academic knowledge with practical applications seamlessly.”
Find out more about the MSc Financial Engineering programme here.