Open course available Β· training by enquiry

CFA, Finance and Data Training

CFA and finance tutoring is available by email enquiry. For quantitative study, a complete ten-chapter English lecture series in econometrics, time series and reproducible R is now available free of charge. Other tailored training areas below remain under development rather than fixed scheduled courses; email us if a topic is relevant.

CFA Institute CFA Charterholder digital badge for Jiajing Sun, CFA View CFA credential β†’

JS Insights is independent and is not affiliated with, endorsed by or accredited by CFA Institute.

Led by a CFA charterholder

Our finance training is led by a CFA charterholder with academic expertise in financial econometrics and quantitative methods β€” a Fellow of the Institute of Mathematics and its Applications (FIMA), with a PhD and university teaching experience.

  • CFA charterholder
  • FIMA Β· Fellow, IMA
  • PhD & university teaching
  • Financial econometrics & quantitative methods
Meet the founder β†’

Available now

Ten open lectures in econometrics and time series.

The jointly authored companion course brings together ten English video lectures, guided chapter notes, protected slides, self-check questions and 68 reproducible R examples. It provides a public course sample and a practical starting point for discussing tailored quantitative training.

10English lectures
10chapter resource sets
68reproducible R examples

One-to-one tutoring Β· by enquiry

CFA and finance tutoring

One-to-one CFA and finance tutoring is available by enquiry. This can be delivered in Chinese, English or bilingually, depending on the learner's needs. Recorded training and workshops are in development.

JS Insights is independent and is not affiliated with or endorsed by CFA Institute.

Study resources

Download CFA Level I materials.

Original JS Insights educational resources for CFA Level I preparation. These materials are designed to support structured self-study and one-to-one tutoring discussions.

CFA Level I Orientation Guide

A structured guide to the CFA Level I exam, topic weights, study planning and how to approach preparation.

CFA Level I Formula Sheet

A compact reference sheet for key CFA Level I formulas and quantitative relationships.

JS Insights is independent and is not affiliated with, endorsed by, or accredited by CFA Institute. CFA® and Chartered Financial Analyst® are registered trademarks owned by CFA Institute.

CFA study and finance skills

CFA study, finance skills and career positioning.

Preparing for the CFA Program is not only about passing exams. It is also an opportunity to build a structured understanding of finance, develop analytical discipline, and connect technical knowledge with realistic academic or career goals.

Is the CFA Program useful if I do not yet work in finance?

It can be useful, but it should be viewed as part of a broader development plan. CFA study can help you build core knowledge in investment, ethics, financial reporting, quantitative methods and portfolio management. Candidates without finance experience may also need to strengthen practical skills, commercial awareness and role-specific preparation.

What does CFA Level I signal to employers?

CFA Level I can indicate that you have started building a serious foundation in finance and are willing to commit to a demanding programme of study. It does not replace work experience, internships, technical skills or communication ability, but it may support a wider profile when presented appropriately.

Can CFA study support a career transition into finance?

Yes, in some cases. For career changers, CFA study can provide a structured way to learn finance language, concepts and analytical frameworks. The transition still depends on prior experience, target roles, networking, applications, interview preparation and the ability to demonstrate relevant skills beyond the exam curriculum.

Does CFA guarantee employment, promotion or a higher salary?

No. The CFA Program does not guarantee a job, promotion, salary increase, visa outcome or career change. It is a respected educational pathway, but outcomes depend on many factors, including market conditions, experience, role fit, technical skills and individual performance.

What skills should be built alongside CFA study?

Many finance roles require more than exam knowledge. Depending on your goals, useful complementary skills may include Excel modelling, financial statement analysis, valuation, statistics, Python or R, risk modelling, report writing, presentation skills and interview communication. JS Insights can help learners connect CFA topics with wider analytical and professional skills.

How should I approach CFA Level I preparation?

A good approach usually starts with understanding the exam structure, topic weights and learning outcomes, then building a realistic study timetable. Candidates should focus on concept clarity, formula understanding, active recall, question practice and review of weak areas. One-to-one tutoring can help identify gaps early and make study time more efficient.

Which finance roles connect naturally with CFA knowledge?

CFA knowledge is especially relevant to areas such as investment analysis, portfolio management, asset management, equity research, risk management, corporate finance and some banking-related roles. The relevance varies by role, employer and career stage, so candidates should connect their study plan with a realistic target-role strategy.

How can one-to-one CFA and finance tutoring help?

One-to-one tutoring can provide structure, explanation and accountability. It may be especially helpful for candidates who are new to finance, returning to study after a long break, struggling with quantitative topics, or trying to connect CFA study with academic or career goals. Support can be adapted to CFA Level I preparation, finance fundamentals, quantitative methods, R, Python and related analytical skills.

By enquiry

One-to-one CFA and finance tutoring

Support is available in English, Chinese or bilingual format. To discuss your learning needs, email contact@jsinsights.co.uk.

Who it is for

Built around finance learners in the UK and the people who train alongside them.

This training is aimed at three groups: Chinese international students in the UK studying economics, finance, business or quantitative methods who want clearer, more structured support than a lecture alone provides; professionals preparing for the CFA examinations or moving into roles that demand stronger quantitative, data or ESG skills; and teams or institutions that want tailored sessions on a defined topic. Teaching is grounded in academic research, professional education and hands-on R and Python work, and can be delivered in English, Chinese or bilingually. JS Insights is an independent UK education and training company; it is not a CFA Institute prep provider and is not affiliated with any university or examining body.

Planned programme areas

Six areas we are building out.

Each area below is in development. The descriptions show the intended scope so you can judge whether it fits your goals.

Exam support

CFA study support across the curriculum

Structured help across all three levels: study planning, topic review and practice-question walkthroughs spanning quantitative methods, economics, financial statement analysis, ethics, fixed income, equity and portfolio management. The aim is to clarify difficult material and build steady study habits, not to predict questions or promise a result.

Quantitative core

Quantitative methods & financial econometrics

Foundations and applied practice in the methods finance relies on: probability and statistics, regression and inference, time-series analysis, and model specification, estimation and validation. For those who want to understand the methods properly rather than apply them as a black box.

Tools

R for finance

Applied R for financial data work: importing and cleaning data, computing returns and volatility, statistical and econometric modelling, visualisation, and reproducible research workflows. Suited to coursework, dissertations and empirical finance projects where results need to be transparent and repeatable.

Tools

Python for finance & data

Practical Python for finance and data analysis: working with pandas and NumPy, cleaning and structuring datasets, returns and risk calculations, basic forecasting, and clear charts and reporting. Aimed at building working skills that transfer to internships, research and analyst roles.

Applied insight

ESG & sustainable-finance analytics

An introduction to working with ESG and sustainable-finance data: what the main data sources and ratings measure and where they disagree, how to handle the data carefully, and how to read ESG analytics critically rather than at face value. Framed around method and evidence, with no view taken on any specific product or investment.

Applied insight

Risk & volatility modelling

Workshops on the modelling behind risk measurement: volatility models, value-at-risk and related measures, monitoring methods, and the assumptions and limitations behind each approach. The emphasis is on understanding what a model can and cannot tell you, and on validating it honestly.

Planned

How training will work.

These are the formats under development; specific schedules, group sizes and fees will be confirmed as each programme launches.

Delivery formats

  • One-to-one sessions: focused support shaped around your syllabus, deadline and current level.
  • Small-group cohorts: a small number of learners working through a topic together over a series of sessions.
  • Workshops: short, single-topic sessions, such as R for finance or volatility modelling.
  • Tailored corporate and classroom sessions designed for a team, course or institution.
  • Delivery in English, Chinese or bilingually, online or in person where practical.

Register your interest

Tell us which area is relevant to you.

These programmes are still in development and are not yet offered as scheduled courses. If one or more of the areas above is relevant to you, email your interest and we will keep you informed as it becomes available. A short note about your goal, current level and timeline helps us plan content that is genuinely useful.

Email your interest

Important notes

Independence and what we do not promise.

JS Insights is an independent UK education and training company. It is not endorsed by, affiliated with, or accredited by CFA Institute. “CFA” and “Chartered Financial Analyst” are trademarks owned by CFA Institute.

Training is educational and does not constitute investment advice. We do not guarantee exam results, career outcomes or investment returns; all study and investment decisions remain your own.

These programmes are in development. They are not yet offered as scheduled courses, and schedules and fees are not final.