The Future Is Now: What Awaits Financial Analysts and How to Embrace Change
Theory or practice? Which matters more for future finance professionals
Among the speakers of the panel session “Learning Track: Theory-practice gap” was Assistant Professor of ICEF Elena Dimova, who teaches Investment Portfolio Management and is a current member of the CFA Association and the ACI International Capital Market Association: ‘The professional core of training operates a blend of fundamental knowledge and hands-on skills. A strong analyst holds both. Without theory it’s button pusher trap, without practice only abstract formulas.’
Theory matters because it:
- gives the understanding of cause‑and-effect relationships (eg why Capital Asset Pricing Model (CAPM) works the way it does);
- allows a critical evaluation of the automated calculation outcomes. When a Python scripts provides cost estimates, the analyst should be aware of assumptions and their adequacy; and
- cultivates ability to learn, ie awareness of new models, tools, and markets (DeFi protocols, digital financial assets (DFAs) evaluation).
Practice matters because it:
- teaches handling “dirty” data, information gaps, and time constraints;
- improves result communication ability, ie the ability to translate formulas into business solutions to be conveyed to top management; and
- cultivates business mindset and troubleshooting capabilities.
What skills will be key in the age of AI?
The experts agreed in defining the financier of today as a top professional with niche expertise, strategic thinking, and ability to assist businesses’ decision-making by offering data-driven solutions based on adequate risk and strategy assessment.
The financial analytics landscape appears to be changing faster than we realise. Here are some recent observations worth taking note of:
- Artificial intelligence is already here. But it isn’t taking your job. It is changing how it’s done. As was noted by the experts, whilst neural networks cope with many data processing routines, they still make mistakes in almost half of the cases. Your strength lies in your ability to ask AI right questions and rely on critical thinking skills when analysing its answers.
- The finance professional of today is no longer a ‘calculator with a degree’, but a strategist. They assist businesses in data-driven decision-making, understand strategies, and know how to assess risks. Sound ambitious? Think about the career prospects, they are more than lucrative.
- The CFA (Chartered Financial Analyst is a professional designation in the field financial analysis and investing) charter can be a real gateway to the finance jobs. Employers look beyond just a diploma, often prioritising the credentials signaling your dedication, contextual insight, and professionalism.
What is already in your power to do?
- Become adept at new tools. Python for automating calculations, SQL for working with databases, Power BI or Tableau for visualisation—these skills will put you head and shoulders above the competition.
- Practise with real data. Predict stock prices, create investment portfolios, analyse companies’ cash flows. The more job-specific tasks you learn to handle, the better.
- Improve soft skills. The ability to explain complex analysis in simple words, substantiate your point of view, and deal with partners is valued no less than knowledge of formulas.
- Stay updated on emerging trends. The finance industry is changing swiftly. Keep abreast of new technologies, regulatory changes, and market trends.
- Consider earning the CFA designation. This isn’t just a paper, but a signal to employers that you are committed.
Elena Dimova, Assistant Professor of ICEF, Investment Portfolio Management teacher, member of the CFA Association and the ACI International Capital Market Association
‘The future of financial analytics belongs to those who treat technology as an opportunity and can bridge the gap between deep domain knowledge and practical skills. Use the opportunities available at ICEF—take internships, embrace new learning experiences, and your professional growth will happen faster than you think.’