If you want to become an expert in Artificial Intelligence to pivot the career, optimise work tasks or reskill into a new job, you are at the right place. Structured knowledge is key to understanding how technology works, especially in the highly complex domain of Artificial Intelligence. Therefore, we picked the best courses on the market as of today – combining focused learning structure, leading experts and well-regarded certifications. Designed for beginners, students, or c-suite executives, no course is the same.

Explore the leading AI courses of 2023:

1. CFTE – Generative AI 360 Course

Summary: The Generative AI 360 specialisation curated with leaders at the forefront of AI is designed for those hungry to learn AI, but with little time to spare. This specialisation includes video lectures, industry experts interviews, hands-on projects to use Generative AI tools in finance, supplementary readings and tests, which guide participants through the entire Generative AI environment. The specialisation also includes 12 optional monthly live sessions with leading ecosystem players to provide you with the skill-set needed to thrive in Generative AI.

Advantages:

• Bite-sized Courses: You can easily fit in 15 minute bite-sized courses into your your busy daily schedule;
• Learn form top executives: You will gain knowledge directly from leading experts in finance, tech, consulting and academia;
• Gain all-rounder Knowledge: This programme will help you cover all the fundamentals of Generative AI, applications and regulations;
• Learn to apply technologies on real projects: The course will help you build the right skills to apply Generative AI to financial services;
• Interact with leading experts: You will learn directly from those who build the AI ecosystem from the monthly live sessions on Generative AI.

Key lecturers:

• Huy Nguyen Trieu (CEO – The Disruptive Group | Co-Founder – CFTE | Associate Fellow – Oxford)
• Dr Prag Sharma (Global Head of AI – Citi)
• Mehdi Ghissassi (Director & Head of Product – Google DeepMind)
• Gilles Moyse (Co-founder/CEO – Récital)
• Yasmina Benkhoui (Senior Manager – NVIDIA)
• Jeremie Cornet-Vuckovic (Senior Manager in Data Consulting – Artefact)
• Nikola Lazarov (Co-founder/CEO – Eilla AI)
• Petar Petrov (Co-founder/CCO – Eilla AI)

Level: Beginner/Intermediate

Cost: £450

Duration: 15 minutes a day, over 6 weeks

Study Structure/Method:

• Course Format: 100% Online
• Course Access: 6 months access to content from the start date
• Course Model: Instructor-Led

2. CFTE AI in Finance Specialisation

Summary: The specialisation explores how machine learning and new AI technologies are transforming all sectors of the banking and finance landscape. Thousands of professionals including those in financial institutions, industry associations, Tech companies, Fintechs and entrepreneurs have already enrolled. The specialisation is composed of 4 individual courses from AI fundamentals, AI technology to implementations.

CFTE offers Corporate Training for teams with our AI in Finance program.

Advantages:

• In-depth Knowledge: Understand the foundations and applications of AI technology as well as the opportunities and risks associated with it;
• Applications and Implementation: Understand the potential benefits and challenges of AI in the industry;
• The Underlying Mechanisms of AI: Understand the development of AI and its training stages;
• Global landscape and market trends: Explore real-world use cases in customer service, risk management, wealth management and many more;
• Workplace Incorporation. Use AI knowledge and apply it in diverse settings from generating market reports to writing code;
• Enhance your skillsets and get employment opportunities in finance and technology with the most up-to-date and insightful industry knowledge on AI.

Key lecturers:

• Jean-Philippe Desbiolles (Managing Director – Financial Services, IBM)
• David Hardoon (Group Chief Data & AI Officer – Union Bank)
• Shonali Krishnaswamy (Chief Technological Officer – AiDA
• Frank Chen (Senior Software Engineer – Google Research)
• Winnie Cheng (Director of the AI Lab – PwC)

Level: Beginner/Intermediate

Cost: £600

Duration: 2-3 hours per week for 8 weeks

Study Structure/Method:

• Course Format: 100% Online
• Course Access: 6 months access to content from the start date
• Course Model: Instructor-Led

3. MIT Sloan School of Management: Artificial Intelligence: Implications for Business Strategy Online Short Course

Summary: The course focuses on the organizational and managerial implications of artificial intelligence technologies and how they can be applied in the workplace, rather than on their technical dimensions. The design of this course prepares current managers and high-level executives with strategic decision-making skills to effectively analyze and articulate key AI management and leadership insights in their work with teams and organizations.

Advantages – The course introduces AI and its practical use cases for business applications, helping participants transform organisations into a future-forward business.

Key lecturers:

• Thomas Malone (Professor of Management – MIT Sloan School of Management)
• Daniela Rus (Director – MIT Computer Science and Artificial Intelligence Laboratory (CSAIL))

Level: Intermediate

Cost: £2,600

Duration: 6–8 hours per week over 6 weeks

Study Structure/Method: fully online, check for the next enrolment date

4. The University of Texas at Austin: AI & Machine Learning in the Financial Industry

Summary: Having a good grasp of machine learning is becoming a necessary skill in the labor market. This course provides an overview of machine learning applications in finance. After you complete this course, you will be able to have a detailed understanding of what machine learning is, and how it is applied in the financial sector.

Advantages – The course is structured into three main modules and shows how large financial institutions and fintech startups use machine learning to improve their financial products.

Key lecturers:

• Cesare Fracassi (Associate Professor of Finance – University of Texas at Austin)

Level: Intermediate

Cost: £646

Duration: 5–6 hours per week over 4 weeks

Study Structure/Method: fully online, check for the next enrolment date

5 . The Wharton School of the University of Pennsylvania: AI applications in Marketing and Finance

Summary: AI-powered applications can enhance the customer journey and extend the customer lifecycle. Students will learn how this AI-powered data can enable you to analyze consumer habits and maximize their potential to target your marketing to the right people; fraud, credit risks, and how AI applications can combat the ever-challenging landscape of protecting consumer data.

Advantages – The course teaches how to set KPIs to measure performance of your brand new AI strategy and select metrics to gauge and tweak performance.

Key lecturers

• Michael R. Roberts (Professor of Finance – The Wharton School of the University of Pennsylvania)
• Kartik Hosanagar (Professor – The Wharton School of the University of Pennsylvania)
• Raghu Iyengar (Professor – Wharton School and faculty director of Innovation)

Level: Beginner/Intermediate

Cost: $99

Duration: 2 hours per week over 4 months

Study Structure/Method: self-paced online learning

6. Quant University: Machine Learning and AI for Financial Professionals

Summary: This course aims to bring clarity on how AI and machine learning are revolutionizing financial services. Get an introduction of the key concepts and, through examples and case studies, understand the role of machine learning, data science techniques, and AI in the investment industry.

Advantages – The course provides knowledge of Machine Learning and AI techniques and practical case studies of AI in finance with fully functional code.

Key lecturers

• Sri Krishnamurthy (Founder – Quant University)

Level: Mid to senior level professionals

Cost: $581

Duration: 13-14 hours

Study Structure/Method: self-paced online learning

7. Udacity – AI for Trading 

Summary: The course provides complete real-world projects designed by industry experts, covering topics from asset management to trading signal generation. It also teaches on AI algorithms for trading to build a career-ready portfolio.

Advantages – The course deep dives into different financial knowledge in trading and discuss the AI algorithms for trading with use cases.

Key lecturers

• Parnian Barekatain (Self-taught AI programmer and Researcher)
• Elizabeth Otto Hamel (PhD in Applied Physics from Stanford University)

Level: Beginner/Intermediate

Cost: £659

Duration: 4 months

Study Structure/Method: self-paced online learning

8. Harvard Professional Certificate in Computer Science for Artificial Intelligence 

Summary: This certificate takes a deep dive into the concepts and algorithms at the foundation of modern artificial intelligence. This series will lead you through the common programming languages, then carries that foundation through CS50’s Introduction to Artificial Intelligence with Python.

Advantages – The course focuses on theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence to teach participants on how to design intelligent systems of their own.

Key lecturers

• Doug Lloyd (Senior Preceptor in Computer Science – Harvard University)
• David J. Malan Gordon McKay (Professor of the Practice of Computer Science – Harvard University)
• Brian Yu (Senior Preceptor in Computer Science – Harvard University)

Level: Intermediate

Cost: $466

Duration: 5 months

Study Structure/Method: self-paced online learning

9. Oxford Artificial Intelligence Programme

Summary: The programme aims to provide with a sound understanding of AI: its history, functionality, capabilities, and limitations. On completion, particpants develop an informed opinion about the possibilities AI holds, and be able to reflect on its ethical implications and potential applications in your organisation.

Advantages – The programme provides participants with diverse insights and perspectives on the ethical, legal, and social considerations around AI so that they are equipped to critically appraise AI technologies.

Key lecturers

• Matthias Holweg (Professor of Operations Management – Saïd Business School, University of Oxford)

Level: Beginner/Intermediate

Cost: £2,200

Duration: 6 weeks

Study Structure/Method: self-paced online learning

10. Artificial Intelligence: Business Strategies and Applications by Berkeley

Summary: This program helps introduce the basic applications of AI to those in business. While participants learn about AI’s current capabilities and potential, they also gain deeper knowledge about the reach of automation, machine learning, and robotics..

Advantages – This program helps introduce the basic applications of AI to those in business. While participants learn about AI’s current capabilities and potential, they also gain deeper knowledge about the reach of automation, machine learning, and robotics.

Key lecturers

• Sameer B. Srivastava (Professor and Harold Furst Chair – Management Philosophy and Values)
• Thomas Lee (Associate Adjunct Professor – Research Scientist)
• Zsolt Katona (Assistant Professor of Marketing at Berkeley)

Level: Intermediate

Cost: $ 2492

Duration: 2 months

Study Structure/Method: self-paced online learning

Which AI course should I choose?

What AI course is best for you really depends on your final goal and what angle of AI you are interested in. Practice-based courses like the ones offered by Generative AI 360 and AI in Finance by CFTE allow to gain a clear understanding between the AI technologies, tools, and how those can be used in every day business processes.

Our list shows that AI is a wide subject – and some of the courses provide a narrow approach to learning. For example, courses by Harvard and Udacity would be greatly beneficial for those looking to optimise their trading success, or bring AI into their code.

On the flip side, if you want a general introduction to AI, then the CFTE Generative AI 360 or Oxford Artificial Intelligence Program would be great options.

In any case, the impact of AI on modern skills is undeniable, learning is essential, so you are on the right track!

Looking to Upskill Your Organisation?

Join the AI revolution organisational learning solutions by CFTE

The post 10 Best AI Online Courses & Certifications in 2023 [UPDATED] appeared first on CFTE.

How to Use SkillsFuture Credits to Start Your Dream Career

Singapore exists as a rare case of a state being proactive in its promise to support a comprehensive framework for developing technologies. This obviously appeals to us in Fintech, an industry predicated on the notion of embracing ambitious and emergent technologies. There are admitted issues stemming from a lack of tech skills in the workforce. However, public programmes such as SkillsFuture and Professional Conversion Programmes (PCP) underline the government’s push to retrain the workforce to adapt to new technologies that align with their Smart Nation-vision.
Through creating the first industry-led course for AI in Finance (which in partnership with Ngee Ann Polytechnic has been SkillsFuture-accredited by the way) we quickly realised that many Singaporeans are simply unaware of the funding available for accredited courses, and more specifically how to use their SkillsFuture Credits in an effective manner. To think, Singaporeans aged above 25 might not even realise they’re eligible for $500 in free credits!
But rest easy! Here is our 3-step guide explaining how to use SkillsFuture Credits to kickstart your dream career, with AI in Finance used as an exemplar.

Step 1: Know Your Rights

Whether  you are an individual looking to upskill or part of an L&D department looking to upgrade your collective knowledge, Singapore’s administration have accredited plenty of courses with enticing subsidies.

SkillsFuture Singapore in Numbers:

• Over 18,000 available courses
• More than 285,000 people have benefitted from SkillsFuture Singapore..
• At least 4,600 have enrolled in ‘SSG for the Digital Workplace’, learning functional skills for future digital economy.

At the same time, you can identify eligible courses for SkillsFuture credits through the course directory here.

Funding and Potential Subsidies:

• SG $500 worth in credits if you are a Singapore citizen aged above 25.
• Accredited courses will be partially funded by the state, if you are a Singapore citizen, with 70 to 90% funded for those above 40.

On the Training Exchange page, you can search for courses related to certain areas of training, industry sectors, supporting agencies and types of training providers. Popular courses run the gamut of financial technology, language skills, innovation in business, cybersecurity and more.
Each individual course’s page will contain specifics such as:

• Price
• Claim periods
• Mode of training
• Training duration
• Course language
• Prerequisites and minimum qualifications

Please note: not all courses are hosted on the directory! To enrol and verify information like dates and course structure, you should contact the course provider directly. This may be most successful if you refer to their website and, if provided, attempt to enrol via their enlisted contact details.

Step 2: Define Your Dream Course

It’s vital that you self-define a few objectives for your ideal course(s). It will allow you time to reflect on the areas of need in your career, and will eventually maximise the outcome of any eventual learning.
Different courses will, naturally, have different levels of accreditation and prerequisites. It’s important you understand these aspects of potential courses, and especially how they may relate to your future desired career.
Taking the instance of finance as an example – you may recognise the widespread industry disruption from emerging technologies like Artificial Intelligence. This transformation urgently calls for an appropriately skilled workforce. AI in Finance fulfills this industry need while providing a clear educational framework for professionals – with learning outcomes which provide:

• An Industry Overview of AI
• Implementing AI in Enterprise
• Applications of AI in Finance.

All while achieving SkillsFuture accreditation!

Step 3: Apply for a course using your SkillsFuture Credits

Register for your desired course either directly via the course provider or through the SkillsConnect directory here

Here’s the process of claiming directly through a course provider:

In the example of AI in Finance

1. Head to https://www.np.edu.sg/lifelonglearning/Pages/aifinance.aspx

a. Click on “Apply Now”

b. Sign in with your SingPass ID and fill in any relevant details.

2. Complete the application and await confirmation from Ngee Ann Polytechnic.

As mentioned earlier, the course is SSG (SkillsFuture Singapore) accredited, with a standard price of $963 SGD. However with state funding, it features extensive subsidies:

• Singapore Citizens & PRs: $288.90
• SC Qualified for WTS (Promo code: WTS): $63.90
• SC Aged 40 and Above: $108.90
• SC & PR Sponsored by SME (Promo code: SME): $108.90

This accreditation means users can pay the remaining amount with their allotted credit.

Here’s the process of claiming through SkillsFuture Credit:

In the example of AI in Finance

1. Login to http://www.skillsfuture.sg/credit/

a. Click on “Login via SingPass”

b. Login using your NRIC and SingPass ID.

2. Alternatively, enter the course code: NP_SFAIFIN

a. Click on “Claim SkillsFuture Credit”.

b. Check the details are correct and confirm your claim.

And you’re done!
Hopefully, this guide has demystified how to use SkillsFuture credits on SSG accredited courses. Feel free to look around for our other guides and insights on the latest in Fintech today. Needless to say, you should embrace this opportunity to upskill and develop your skills with subsidies. Make sure you’re prepared; seize this rare chance to hone your skills, gain industry accreditation and become a better professional. Regardless of industry, ensure to remember your goals and always keep track of your progress.
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How to Use SkillsFuture Credits to Start Your Dream Career

Singapore exists as a rare case of a state being proactive in its promise to support a comprehensive framework for developing technologies. This obviously appeals to us in Fintech, an industry predicated on the notion of embracing ambitious and emergent technologies. There are admitted issues stemming from a lack of tech skills in the workforce. However, public programmes such as SkillsFuture and Professional Conversion Programmes (PCP) underline the government’s push to retrain the workforce to adapt to new technologies that align with their Smart Nation-vision.
Through creating the first industry-led course for AI in Finance (which in partnership with Ngee Ann Polytechnic has been SkillsFuture-accredited by the way) we quickly realised that many Singaporeans are simply unaware of the funding available for accredited courses, and more specifically how to use their SkillsFuture Credits in an effective manner. To think, Singaporeans aged above 25 might not even realise they’re eligible for $500 in free credits!
But rest easy! Here is our 3-step guide explaining how to use SkillsFuture Credits to kickstart your dream career, with AI in Finance used as an exemplar.

Step 1: Know Your Rights

Whether  you are an individual looking to upskill or part of an L&D department looking to upgrade your collective knowledge, Singapore’s administration have accredited plenty of courses with enticing subsidies.

SkillsFuture Singapore in Numbers:

• Over 18,000 available courses
• More than 285,000 people have benefitted from SkillsFuture Singapore..
• At least 4,600 have enrolled in ‘SSG for the Digital Workplace’, learning functional skills for future digital economy.

At the same time, you can identify eligible courses for SkillsFuture credits through the course directory here.

Funding and Potential Subsidies:

• SG $500 worth in credits if you are a Singapore citizen aged above 25.
• Accredited courses will be partially funded by the state, if you are a Singapore citizen, with 70 to 90% funded for those above 40.

On the Training Exchange page, you can search for courses related to certain areas of training, industry sectors, supporting agencies and types of training providers. Popular courses run the gamut of financial technology, language skills, innovation in business, cybersecurity and more.
Each individual course’s page will contain specifics such as:

• Price
• Claim periods
• Mode of training
• Training duration
• Course language
• Prerequisites and minimum qualifications

Please note: not all courses are hosted on the directory! To enrol and verify information like dates and course structure, you should contact the course provider directly. This may be most successful if you refer to their website and, if provided, attempt to enrol via their enlisted contact details.

Step 2: Define Your Dream Course

It’s vital that you self-define a few objectives for your ideal course(s). It will allow you time to reflect on the areas of need in your career, and will eventually maximise the outcome of any eventual learning.
Different courses will, naturally, have different levels of accreditation and prerequisites. It’s important you understand these aspects of potential courses, and especially how they may relate to your future desired career.
Taking the instance of finance as an example – you may recognise the widespread industry disruption from emerging technologies like Artificial Intelligence. This transformation urgently calls for an appropriately skilled workforce. AI in Finance fulfills this industry need while providing a clear educational framework for professionals – with learning outcomes which provide:

• An Industry Overview of AI
• Implementing AI in Enterprise
• Applications of AI in Finance.

All while achieving SkillsFuture accreditation!

Step 3: Apply for a course using your SkillsFuture Credits

Register for your desired course either directly via the course provider or through the SkillsConnect directory here

Here’s the process of claiming directly through a course provider:

In the example of AI in Finance

1. Head to https://www.np.edu.sg/lifelonglearning/Pages/aifinance.aspx

a. Click on “Apply Now”

b. Sign in with your SingPass ID and fill in any relevant details.

2. Complete the application and await confirmation from Ngee Ann Polytechnic.

As mentioned earlier, the course is SSG (SkillsFuture Singapore) accredited, with a standard price of $963 SGD. However with state funding, it features extensive subsidies:

• Singapore Citizens & PRs: $288.90
• SC Qualified for WTS (Promo code: WTS): $63.90
• SC Aged 40 and Above: $108.90
• SC & PR Sponsored by SME (Promo code: SME): $108.90

This accreditation means users can pay the remaining amount with their allotted credit.

Here’s the process of claiming through SkillsFuture Credit:

In the example of AI in Finance

1. Login to http://www.skillsfuture.sg/credit/

a. Click on “Login via SingPass”

b. Login using your NRIC and SingPass ID.

2. Alternatively, enter the course code: NP_SFAIFIN

a. Click on “Claim SkillsFuture Credit”.

b. Check the details are correct and confirm your claim.

And you’re done!
Hopefully, this guide has demystified how to use SkillsFuture credits on SSG accredited courses. Feel free to look around for our other guides and insights on the latest in Fintech today. Needless to say, you should embrace this opportunity to upskill and develop your skills with subsidies. Make sure you’re prepared; seize this rare chance to hone your skills, gain industry accreditation and become a better professional. Regardless of industry, ensure to remember your goals and always keep track of your progress.
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The post How to Use SkillsFuture Credits to Start Your Dream Career appeared first on CFTE.

As more and more professionals wake up to the fact that Fintech is transforming finance, the next logical step is to understand: how they can start a career in Fintech?

Similar to getting into any other profession, there are some prerequisites that will go a long way to ensuring you have the advantage in building a Fintech career. For example, being able to demonstrate you have the right knowledge to potential employers will be key.

Luckily the marketplace is evolving to provide a number of solutions. New courses that carry industry recognised certifications are fast appearing and a wide variety of job roles are being created in the Fintech sector.

It this article we will focus on 3 courses that when combined provide the most comprehensive learning experience for any individual interested in getting into Fintech. We’ll also part with some practical advice on how to plan once you’ve acquired the necessary credentials.

How to get into Fintech?

First step is to familiarize yourself with Fintech, and this is possible by taking one of many online courses available on Fintech. Below we have listed 3 courses available online which range from Beginner, Intermediate and Advanced learning.

Step 1: Start with the basics

Hong Kong University’s Fintech MOOC is a very good Introductory course taught by great academics – this would be the equivalent of your introduction course to finance when you start at university but applied to Fintech. This is a great course for university students and fresh graduates. It was co-developed by CFTE and features 2 of our board members as lecturers: Janos Barberis (founder of SuperCharger) and Douglas W. Arner (Kerry Holdings Professor in Law at the University of Hong Kong).

The course is available for FREE on the Edx education platform and can be completed in 6 weeks with approx 1 to 3 hours’ study time required per week.

Step 2: Build a solid foundation in Fintech theory

CFTE’s Fintech Foundation course is a very solid Foundation course for those who want to dive deeper into Fintech and understand the full scope of the opportunities available. It covers a range of topics from blockchain to challenger banks and helps to paint a vivid picture of the Fintech landscape. It’s taught by both academics and industry experts who are senior leaders in finance with a number of case studies to bring concepts to life. The course has built-in features that aim to build a global community where each member can learn from the other. In association with education partners Ngee Ann Polytechnic, the fintech foundational course has achieved IBF Future-Enabled Skills Level 1 accreditation, under the competency units of Blockchain and Cloud. The course is also CPD accredited in the U.K. 

It’s a great course for those who are thinking of a career in Fintech and in chapter four, an emphasis is paid to what professionals can do to take their next steps on their Fintech journey. The course has 40,000 learners enrolled worldwide, upskilling to join the Fintech revolution.

The course is open for enrolment and is available for £360(or 3 payments of £120) with access to teaching material available for 6 months from the date of purchase. As the title suggest that course can be completed in 8 hours but when you factor in extra reading and research expect it to take a little longer.

To learn more, click here.

Step 3: Advanced Applications

The Oxford Fintech Programme is a great advanced course for those who want to understand Fintech and also apply their knowledge through a set project. It’s taught by academics and industry experts and includes weekly homework assignments. The course is perfect for those who want a hands-on experience in how to apply Fintech.

We’ve spoken to a number of people who have completed the course and their experience suggests that it presents an intellectual challenge and requires a firm commitment to stay on top of course materials.

The course will require an investment of £2,500 and will take 10 weeks to complete. You’re expected to spend 12-15 hours per week learning teaching materials which underline that the course is for the committed.

We’ve highlighted 3 of the top courses but there are many more. You can find a longer list here.

How to get a Job in Fintech?

Before we list the potential jobs on offer for those of you who have completed some or all of the courses above, it would be smart to think strategically about exactly the kind of role you’ll be pursuing.

Practical Tips on Getting a Job in Fintech

For those looking to join the Fintech revolution, it is best to note and understand that the space is growing at a breakneck speed. It is vital to keep on top of trends and innovations within the Fintech space.

We’ve compiled some tips on where to start:

1. Start with what you know: If you work as a trader it’s no good applying for a role in insurance because you like what you read about Lemonade. Give yourself the best chance by analysing the technologies that are disrupting your side of the corner because remember, Fintech is a very broad term and encompasses a lot of verticals
2. Make a list: Do you know what kind of company you want to work for? If not make a list of the companies that would be the ideal fit for you. Start looking into some of the high growth startups in you vertical and perhaps do some research into banks that are pursuing a forward-looking Fintech strategy. With the knowledge you now have you should stand out to potential recruiters.
3. Talk to people in Fintech: This should be obvious but if you’re starting out on a new path and not sure about the terrain then start networking with those in the industry to understand more about what it takes to succeed in Fintech. Go to events and meetups. For the adventurous among you try this new networking app called Shapr that connects you to like-minded professionals. The options are plenty, get creative!
4. Build your Fintech knowledge: As aforementioned having an understanding of Fintech will be crucial in helping you upskill and be a attractive candidate for companies. Refer to CFTE’s Fintech Foundation Course to learn more.

Potential job roles to test your new Fintech knowledge

Once you’ve gone through the above courses and paid attention to the considerations, then there is no doubt you will have a strong understanding of the Fintech space; the main technologies, the ecosystem, future trends and are well prepared for a career in Fintech. Your next step then is to go out into the real world to apply your knowledge.

We’ve outlined 6 potential routes below on the job roles to help start a career in Fintech. The list is by no means exhaustive but should give you an idea of whats possible.

#1 Entrepreneur

If you have the entrepreneurial ambition then you could follow the path that many of the learners taking Around Fintech in 8 Hours have followed, develop your own idea to take to market. Around Fintech goes to great length to highlight the opportunities in new finance and as such can light a spark in your creativity that could lead you down an exciting path which CFTE’s community is on hand to support you with. It’s not for the faint-hearted but the rewards are well worth it if you can make a success of it.

#2 Product Manager

Whether it’s working for a Fintech startup or large corporate pursuing a Fintech strategy, the product manager job is crucial in ensuring the product keeps on track in its development roadmap. Understanding of the Fintech environment is key and the product manager will often be someone who abides by agile principles and is quick to adapt to changing conditions.

#3 Innovation roles

As banks start to embrace Fintech and expand their interest in innovating to remain competitive against the rise of Fintech upstarts, more and more innovation focused roles are coming into demand. Each area of banking will have its own application of Fintech and depending on your area (maybe you work in compliance or front-office) there is likely to be an opportunity for you to take the lead in championing new projects that integrate technology to streamline processes. Perhaps the shift has already happened and there is a need for Fintech literate talent to help lead the transformation?

#4 Data Specialists

Many commentators fondly refer to data as the new oil and with good reason because its data which is fuelling the growth of user-centric services that have become synonymous with the digital economy. The companies that can analyse and manage the ever-growing number of datasets will hold a distinct competitive advantage and thus the role of the data specialists is one of the most sought after.

#5 Business Development

A central component to the success of any business is the ability to make new partnership and sign new deals that can help a product gain a foothold in the marketplace. Fintech offers a plethora of opportunities for professionals interested in taking their understanding newly found knowledge of the mechanics of the Fintech sector and marrying it with their know-how of old finance to build to Fintech unicorns of tomorrow. Good business development pros will always be in demand.

#6 Developer/ UI expert

If you work in traditional finance than this would certainly be the exotic choice. One of the major growth areas in Fintech is the need for good developers to build out the apps, websites and features that differentiate from the status quo. As such, if you’re interested in making the switch to coding them there are no shortage of opportunities. The fastest and most proven route is to join a coding bootcamp which are designed to accelerate your development in mastering the key technologies that power the web in the shortest time frame possible. If you make the switch, then there will be no shortage of opportunities when it comes to landing that Fintech Job.

Thanks for reading our guide on ‘How to Start a Career in Fintech’. If you would like to know about the skills required in the world of Fintech, read our research The Top 6 Roles in Financial Services and Fintech in 2021.

Want to begin your Fintech learning journey?

Read more about our Fintech Foundation course to understand what it entails and how it can benefit you.

For more updates, follow us on LinkedIn, Facebook and Twitter, or join our newsletter!

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The post Want to Start a Fintech Career? Here’s Your Ultimate Guide appeared first on CFTE.

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GJvcmRlci1yaWdodDo1cHggc29saWQgdHJhbnNwYXJlbnQ7IGJvcmRlci10b3A6NXB4IHNvbGlkICNmMzdjN2I7IH0KICNfZm9ybV85XyAuX2Vycm9yLl9iZWxvdyAuX2Vycm9yLWFycm93IHsgdG9wOjA7IHJpZ2h0OjE1cHg7IGJvcmRlci1sZWZ0OjVweCBzb2xpZCB0cmFuc3BhcmVudDsgYm9yZGVyLXJpZ2h0OjVweCBzb2xpZCB0cmFuc3BhcmVudDsgYm9yZGVyLWJvdHRvbTo1cHggc29saWQgI2YzN2M3YjsgfQogI19mb3JtXzlfIC5fZXJyb3ItaW5uZXIgeyBwYWRkaW5nOjhweCAxMnB4OyBiYWNrZ3JvdW5kLWNvbG9yOiNmMzdjN2I7IGZvbnQtc2l6ZToxM3B4OyBmb250LWZhbWlseTphcmlhbCwgc2Fucy1zZXJpZjsgY29sb3I6I2ZmZjsgdGV4dC1hbGlnbjpjZW50ZXI7IHRleHQtZGVjb3JhdGlvbjpub25lOyAtd2Via2l0LWJvcmRlci1yYWRpdXM6NHB4OyAtbW96LWJvcmRlci1yYWRpdXM6NHB4OyBib3JkZXItcmFkaXVzOjRweDsgfQogI19mb3JtXzlfIC5fZXJyb3ItaW5uZXIuX2Zvcm1fZXJyb3IgeyBtYXJnaW4tYm90dG9tOjVweDsgdGV4dC1hbGlnbjpsZWZ0OyB9CiAjX2Zvcm1fOV8gLl9idXR0b24td3JhcHBlciAuX2Vycm9yLWlubmVyLl9mb3JtX2Vycm9yIHsgcG9zaXRpb246c3RhdG
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