---
title: "Top Skills Needed in 2026: Future-Proof Your Business Analyst Career"
id: "48220"
type: "post"
slug: "top-skills-needed-future-proof-your-business-analyst-career"
published_at: "2025-03-19T07:02:43+00:00"
modified_at: "2026-06-30T12:26:38+00:00"
url: "https://www.timecamp.com/blog/top-skills-needed-future-proof-your-business-analyst-career/"
markdown_url: "https://www.timecamp.com/blog/top-skills-needed-future-proof-your-business-analyst-career.md"
excerpt: "If you’re a business analyst or business development executive, preparing yourself for the future has never been more important. The world is moving quickly, and developments across society, the global economy, and technology are changing the workplace in unpredictable ways...."
taxonomy_category:
  - "Business"
  - "Productivity"
taxonomy_post_tag:
  - "top skills"
  - "top skills for business analyst"
  - "top skills for business professions"
  - "top skills needed in 2025"
---

[Home](https://www.timecamp.com/blog/)
/Top Skills Needed in 2026: Future-Proof Your Business Analyst Career

# Top Skills Needed in 2026: Future-Proof Your Business Analyst Career

- ![Image](https://www.timecamp.com/blog/wp-content/uploads/2025/02/robert-lowton_avatar_1-32x32.jpg)Robert Lowton
- 
- March 19, 2025
- 
- 11 min read

![post image](https://www.timecamp.com/blog/wp-content/uploads/2025/04/Future-Proof-Your-Business-Analyst-Career_-Top-Skills-Needed-in-2025.jpg)

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**Contents** [hide](#)

[1 Try best time management app!](#Try_best_time_management_app)

[2 Why Is Future-Proofing Business Analyst Skills Crucial for Overall Success in 2026?](#Why_Is_Future-Proofing_Business_Analyst_Skills_Crucial_for_Overall_Success_in_2026)
[2.1 Business Analyst Skills: Market Changes](#Business_Analyst_Skills_Market_Changes)

[2.2 Business Analyst Skills Gap and Trends](#Business_Analyst_Skills_Gap_and_Trends)

[2.3 Growth Mindset and Business Acumen: Key Business Analyst Skills](#Growth_Mindset_and_Business_Acumen_Key_Business_Analyst_Skills)

[3 What Are the Top 11 Skills for Business Analysts in 2026?](#What_Are_the_Top_11_Skills_for_Business_Analysts_in_2026)

[4 Successful Business Analyst Skills: Which Technical Aptitudes Will Be Most In-Demand for Business Analysts?](#Successful_Business_Analyst_Skills_Which_Technical_Aptitudes_Will_Be_Most_In-Demand_for_Business_Analysts)
[4.1 Business Analysis Skills](#Business_Analysis_Skills)

[4.2 Data Visualization and Storytelling](#Data_Visualization_and_Storytelling)

[4.3 Software Proficiency](#Software_Proficiency)

[5 What Are the Top 3 Business Analyst Skills in a Data-Driven Marketplace?](#What_Are_the_Top_3_Business_Analyst_Skills_in_a_Data-Driven_Marketplace)

[6 How Can Critical Thinking and Problem-Solving Capabilities Enhance Business Analytics and Business Development?](#How_Can_Critical_Thinking_and_Problem-Solving_Capabilities_Enhance_Business_Analytics_and_Business_Development)
[6.1 What is Critical Thinking?](#What_is_Critical_Thinking)

[6.2 Why is Critical Thinking Important for the Business Analytics Professionals and the Business Analyst Role?](#Why_is_Critical_Thinking_Important_for_the_Business_Analytics_Professionals_and_the_Business_Analyst_Role)

[6.3 The Business Analyst Role: How to Develop Critical Thinking Skills](#The_Business_Analyst_Role_How_to_Develop_Critical_Thinking_Skills)

[7 What Are the Top 3 Skills for a Business Development Executive in a Competitive Landscape?](#What_Are_the_Top_3_Skills_for_a_Business_Development_Executive_in_a_Competitive_Landscape)

[8 How Does Emotional Intelligence Influence Team Dynamics and Leadership?](#How_Does_Emotional_Intelligence_Influence_Team_Dynamics_and_Leadership)
[8.1 Become a Business Leader with Emotional Intelligence](#Become_a_Business_Leader_with_Emotional_Intelligence)

[8.2 How to Improve Your Emotional Intelligence](#How_to_Improve_Your_Emotional_Intelligence)

[9 In What Ways Does Agility and Adaptability Shape Top Skills for Business Analysts and Developers?](#In_What_Ways_Does_Agility_and_Adaptability_Shape_Top_Skills_for_Business_Analysts_and_Developers)
[9.1 How Can Business Analysts Develop Agility, Adaptability, and Resilience?](#How_Can_Business_Analysts_Develop_Agility_Adaptability_and_Resilience)

[10 Why Are Communication and Collaboration Pivotal in 2026’s Global Economy?](#Why_Are_Communication_and_Collaboration_Pivotal_in_2026s_Global_Economy)
[10.1 The Importance of Cross-Cultural Understanding](#The_Importance_of_Cross-Cultural_Understanding)

[10.2 The Role of Virtual Tools in Improving Collaboration and Project Management](#The_Role_of_Virtual_Tools_in_Improving_Collaboration_and_Project_Management)

[10.3 Techniques for High Performance Across Teams](#Techniques_for_High_Performance_Across_Teams)

[11 How Should Business Analysts Start Building These Required Skills Now for 2026 and Beyond?](#How_Should_Business_Analysts_Start_Building_These_Required_Skills_Now_for_2026_and_Beyond)
[11.1 Online Courses for Business Analysts](#Online_Courses_for_Business_Analysts)

[11.2 University Courses for Business Analysts](#University_Courses_for_Business_Analysts)

[11.3 Events and Networking for Business Analysts](#Events_and_Networking_for_Business_Analysts)

[11.4 Business Analyst Mentoring](#Business_Analyst_Mentoring)

[12 Conclusion](#Conclusion)
[12.1 Get to know where your time goes with TimeCamp!](#Get_to_know_where_your_time_goes_with_TimeCamp)

[13 Sources](#Sources)

If you’re a business analyst or business development executive, **preparing yourself for the future has never been more important**. The world is moving quickly, and developments across society, the global economy, and technology are changing the workplace in unpredictable ways. This is especially the case with the widespread adoption of AI, for which 2025 has already proven to be very significant, as Robert Walters’ Top Talent Trends In Recruitment 2025 reveals.

So how can you future-proof your business analysis career in the light of these changes and the unpredictability they entail? In what follows, we’ll unpack this question, exploring the business analyst skills you’ll need to succeed in your career, **no matter what comes next**.

Before picking a tool, take a look at real customer experience. Browse [reviews of TimeCamp](https://www.timecamp.com/reviews/)
 and see how TimeCamp performs for teams.

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## **Why Is Future-Proofing Business Analyst Skills Crucial for Overall Success in 2026?**

### **Business Analyst Skills: Market Changes**

Key to why future-proofing your career is so important in 2025 are macro-level changes to society, the economy, and technology. Industries and job roles are changing, and this is accelerating thanks to the mass adoption of AI and AI automation. As Digitalisation World notes:

![quotes icon](https://www.timecamp.com/blog/wp-content/themes/tcnew/assets/images/quotes-icon.svg)This year, AI adoption is expected to climb to 22.7%, translating to an additional 267,000 businesses using the technology’s solutions.

### **Business Analyst Skills Gap and Trends**

Despite this, the same research shows that **88% of UK business leaders** found their staff lacking across digital skills, creating problems for innovation and growth, an issue that plays out globally, and has huge repercussions for employees and businesses.

This is especially the case now that new trends like AI integration, green transitions, and hybrid work environments are driving new skill demands.

### **Growth Mindset and Business Acumen: Key Business Analyst Skills**

Surmounting the digital skills gap requires business analysts to adopt a **growth mindset**, that is, to be ready (and willing) to adapt to emerging challenges and new business analyst skills. It also requires having a sharp **business acumen**.

The importance of this mindset and acumen for business analysts is underlined by the **World Economic Forum’s (WEF)** recent statement that **44%** of workers’ skills (including business analyst skills) will change by 2027 owing to technology moving faster than employer training.

Already got a growth mindset? Then let’s explore the top business analysis skills you’ll need to future-proof your career in 2025 and beyond.

## **What Are the Top 11 Skills for Business Analysts in 2026?**

Future-proofing your business analyst career requires a blend of technical expertise and soft skills, as the **WEF’s Future of Jobs 2025** report highlights. Here are the top 11 skills we recommend for you to stay ahead of the game:

1. **Analytical thinking and innovation.** Being able to analyze data and generate innovative solutions is critical for business analysis and decision-making.
2. **Resilience, flexibility, and adaptability.** Second on the [list](https://www.timecamp.com/planner/how-to-make-to-do-lists/) , this comes back to business analysts having a growth mindset and being able to thrive in situations of professional uncertainty.
3. **Leadership and social influence.** Taking the lead and being able to influence stakeholders will increasingly matter in business and is a key requirement for all business analyst.
4. **Creativity and originality.** This one’s big: no one knows precisely what’s around the corner, so being able to come up with fresh ideas that drive businesses through uncertainty and help them remain competitive is huge for business analysts.
5. **Technology use and monitoring.** Being proficient with a range of AI tools and digital platforms is essential for productivity. Tools like [TimeCamp’s productivity tracking app](https://www.timecamp.com/) are a great way to maintain your edge as a business analyst. Our clients noticed on **average 15.82% increase** in the number of productive [hours](https://www.timecamp.com/blog/study-time-tracker-apps-for-time-management-for-students/) since they [track time](https://www.timecamp.com/glossary/real-time-time-tracking/) with [TimeCamp](https://www.timecamp.com/pricing/) .
6. **Emotional intelligence (EI).** More so than IQ, EI, or EQ as it’s sometimes known, is a skill in high demand across all industries, and feeds into everything from communication to business analysis and decision-making.
7. **Critical thinking.** A hugely important soft skill in anyone’s arsenal, critical thinking is all about being able to dissect complex business problems strategically and locate innovative solutions.
8. **Cross-cultural collaboration.** Highlighting your cross-cultural skills, experience, and sensitivity has never been so important, and is vital for communication and teamwork in an increasingly borderless world.
9. **Data literacy.** Understanding numbers and data trends greatly helps with making informed decisions in business analysis.
10. **Communication skills.** Tying together all the above is communication: a key ingredient for teamwork and decision-making in any context.
11. **Negotiation skills.** Business analysts must be able to negotiate requirements and design solutions that satisfy stakeholders’ needs.

Taken collectively, these skills support remote work, business analysis, global collaboration, and hybrid team management, all the things that increasingly matter to organizations. Our suggestion at [TimeCamp](https://www.timecamp.com/)
? Make acquiring them your **top priority**.

![two people at work with a time tracking tool running behind them illustrating good time management as one of top skills needed](https://www.timecamp.com/blog/wp-content/uploads/2025/04/Unlocking-Efficiency-with-TimeCamp_-The-Power-of-Time-Tracking-for-Businesses-1920x1080-px.jpg)

## **Successful Business Analyst Skills: Which Technical Aptitudes Will Be Most In-Demand for Business Analysts?**

Zooming in specifically on business analyst skills, below we share the technical aptitudes most needed by this group both now and in the future.

### **Business Analysis Skills**

Unsurprisingly perhaps, having a **solid grasp on data** is critical; it is what businesses run on, and any business analyst serious about staying in the game, let alone on top of it, must excel at interpreting large datasets. It’s an essential business analyst skills that’s key to uncovering trends, informing strategies, and driving results.

### **Data Visualization and Storytelling**

Besides business [analysis and data](https://www.timecamp.com/glossary/analysis-of-data/)
 interpretation, being able to **relay the relevance of data** to a business’s stakeholders is a crucial business analyst skill. **Communicating data visually and through stories** helps stakeholders understand its significance, and can be achieved with business intelligence tools like Tableau or Power BI.

Likewise, our [time and productivity tracking](https://www.timecamp.com/)
 at [TimeCamp](https://www.timecamp.com/time-tracking/)
 help business analysts understand the patterns around their working, and how they can be more efficient. **86.9% of users** who tracked [time before say](https://www.timecamp.com/blog/quotes-about-time/)
 that [TimeCamp](https://www.timecamp.com/contact/)
 improved its reliability.

### **Software Proficiency**

Business analysts should master tools like SQL for database management, Python for advanced analytics, and RPA (Robotic Process Automation). This software enables them to streamline workflows; knowing how to use it is therefore a vital business analyst skill that supports handling complex data [tasks](https://www.timecamp.com/blog/10-ways-get-things-done-time/)
 more efficiently.

## **What Are the Top 3 Business Analyst Skills in a Data-Driven Marketplace?**

Knowing the importance of data, and the technical aptitudes required to understand and communicate it, the following 3 are must-have business analyst skills requiring business analysts’ focus:

1. Business analytics
2. Critical thinking
3. Effective communication

These skills tie together an understanding of data with the strategic thinking necessary to take action that drives results. And being able to communicate that analysis and strategic thought effectively? Invaluable.

## **How Can Critical Thinking and Problem-Solving Capabilities Enhance Business Analytics and Business Development?**

### **What is Critical Thinking?**

Critical thinking is becoming an increasingly **essential skill** particularly as more and more mental work is outsourced to, and automated with, AI.

The **University of Cambridge** defines critical thinking as *“the ability of receiving, collecting and analysing information effectively,”* highlighting its relevance to identifying links between ideas, analyzing and evaluating arguments, and identifying gaps in reasoning, among other things.

### **Why is Critical Thinking Important for the Business Analytics Professionals and the Business Analyst Role?**

In the context of business analysis and development, critical thinking helps interpret data in new and varied ways. But beyond data analysis, it helps business analysts identify **new opportunities**, playing a core role in everything from negotiating contracts to evaluating market conditions objectively.

It’s also essential for business analysts wanting to **solve complex, multi-faceted business problems** like supply chain disruptions or competitive pressures, where both creativity and analyzing data are required. So while it’s key for analyzing data, its application is also far broader than data analysis.

### **The Business Analyst Role: How to Develop Critical Thinking Skills**

For critical thinking, business analysts must understand that this is a skill that has to be **learned**. Professionals wishing to improve this skill need to be prepared to approach complex business problems and [business processes](https://www.timecamp.com/blog/key-steps-of-business-process-reengineering/)
 from a variety of perspectives. Above all, business analysts must be prepared to **challenge their core assumptions**. Any activity that facilitates this is therefore worth the time and energy, for example:

- Scenario planning exercises.
- Sharing insights with a broader audience.
- Process modeling based on actionable insights.
- Design thinking workshops focused on user-centric solutions.
- Analyzing case studies to explore real-world applications.

Activities that involve sharing and testing business analysts’ perspectives and solutions like these are worth exploring. Alternatively, **courses** such as the University of Oxford’s Critical Thinking for Business course are worthwhile.

## **What Are the Top 3 Skills for a Business Development Executive in a Competitive Landscape?**

In contrast with business analysts, where the focus is on understanding and communicating about data, business development executives require a different basket of skills. Here are the top 3 most needed skills among this group:

1. **Relationship building.** At the core of business development is relationships based on trust. Being someone who can build and sustain these relationships is therefore a vital skill that is key to driving client retention and long-term partnerships.
2. **Strategic planning.** Foresight is an advantage for any business development professional; those who possess it and the ability to strategically plan for the future will lead their industries.
3. **Innovation.** Strategy is all-important, but being able to execute on strategy in novel and creative ways is increasingly becoming necessary for businesses to stand out from their competitors and grow in saturated markets.

## **How Does Emotional Intelligence Influence Team Dynamics and Leadership?**

### **Become a Business Leader with Emotional Intelligence**

Imagine working for someone who doesn’t understand your feelings, has no self-awareness, and is poor at communication. Would you describe that as good leadership, and the basis of an effective team? Didn’t think so.

That’s because both leadership and teamwork rely heavily on the presence of **emotional intelligence**, or EI. It’s also why you, as a business analyst, should be invested in your own EI alongside the technical and data analysis skills discussed above.

### **How to Improve Your Emotional Intelligence**

High EI promotes better teamwork, employee engagement, and client relationships precisely because it creates **trust**, **respect**, and a belief that **one’s needs are being heard**. Want to start improving your business analyst EI now? Start by practising the following:

- Adopting **mindfulness practices** that improve self-awareness.
- Having regular [feedback](https://www.timecamp.com/fr/glossary/feedback/) **sessions** that encourage personal growth.
- Integrating **active listening techniques** that strengthen interpersonal connections.

## **In What Ways Does Agility and Adaptability Shape Top Skills for Business Analysts and Developers?**

Given the speed of change in today’s world, agility and adaptability, as well as resilience, are **non-negotiable competencies** for business analysts and developers. They’re necessary to take advantage of new and emerging technologies, particularly where AI is concerned, and they help business analysts to recover more quickly from setbacks and be competitive.

### How Can Business Analysts Develop Agility, Adaptability, and Resilience?

A great way for business analysts to develop these competencies is via **coaching and mentoring**, but also through **professional training**: certifications and courses such as those that develop an [Agile](https://www.timecamp.com/pl/planner/glossary/agile/)
 mindset are a smart move for business analysts and developers alike. Alongside key business analyst skills, they should be considered seriously by those working in demanding and dynamic environments.

## **Why Are Communication and Collaboration Pivotal in 2026’s Global Economy?**

Globalization has narrowed the communication gap substantially between international businesses. The question for companies and their workers is no longer ‘Can we do business internationally?’ but rather about the effectiveness of business already being done.

### **The Importance of Cross-Cultural Understanding**

Key to building relationships in business nowadays, and present in many job descriptions, is **cross-cultural communication and understanding**. Professionals that demonstrate this crucial skill are automatically more valuable to companies, with implications for their employability and earnings potential. Cross-cultural sensitivity is also a necessary skill for companies’ inclusivity.

### **The Role of Virtual Tools in Improving Collaboration and Project Management**

Facilitating effective communication and collaboration, and global business, are **virtual and project management tools** such as Slack, [Asana](https://www.timecamp.com/pl/planner/glossary/asana/)
, and Microsoft Teams. These business intelligence tools enable business analysts to work efficiently.

TimeCamp’s [time management](https://www.timecamp.com/planner/how-to-improve-time-management/)
 and billing software is a further example, helping teams communicate more accurately about how time is spent at work and employee productivity. It also makes conversations about money between businesses and their clients smoother and more transparent, especially around invoicing, billing, and increased productivity, indeed, those who [bill clients](https://www.timecamp.com/glossary/client-billing-software/)
 with [TimeCamp](https://www.timecamp.com/applications/)
 noted on average a **14.8%**[billability](https://www.timecamp.com/blog/the-complete-guide-to-increase-billable-hours-best-practices/)
**increase**.

![Image](https://www.timecamp.com/blog/wp-content/uploads/2025/04/Capture-time-and-activity-hands-off-blog-03.png)

### **Techniques for High Performance Across Teams**

So how can teams communicate and collaborate effectively? **Open communication**across hierarchies is a strong start, but it falls largely to the top-down culture of an organization.

Simpler steps that technical teams and cross-functional teams can take to effectively communicate and build strong relationships include maintaining **regular virtual check-ins** around goals and using project-based tools that invite collaboration and transparency (again, such as Slack or [Asana](https://www.timecamp.com/integrations/asana-time-tracking/)
).

Together with [productivity management](https://www.timecamp.com/planner/how-to-increase-productivity/)
** apps** like [TimeCamp](https://www.timecamp.com/)
, these steps can do much to drive communication, and with it, business growth. Want to join the **82.8% of users** who say [TimeCamp has made time and productivity tracking easier](https://www.timecamp.com/blog/how-to-keep-track-of-your-work-hours/)
? [Start your free trial today](https://www.timecamp.com/)
.

## **How Should Business Analysts Start Building These Required Skills Now for 2026 and Beyond?**

As mentioned above, the key to developing any of the many skills and competencies discussed in this article, whether interpersonal skills, statistical software skills, or other key skills such as [cost](https://www.timecamp.com/planner/glossary/cost-report/)
-benefit analysis of business modelling, is to have a growth mindset and a commitment to lifelong learning. More than the skills themselves, these are about having the **right attitude**, and a commitment to regular self-assessment and adaptation. Business analysts’ work demands it.

### **Online Courses for Business Analysts**

If you’ve got the right attitudes in place already, and it’s skills that you’re after, turning to **online courses**, such as those offered by Coursera, Udemy, or LinkedIn Learning, are a strong way to go. They are affordable, self-paced, and are typically very tailored, enabling you to target specific skills, from soft skills and transferable skills to the programming languages business analysts most need. This is particularly helpful for emerging skill sets such as those relating to AI or data analytics.

### **University Courses for Business Analysts**

As mentioned above, **university courses** are also a good choice, typically offering a more guided path for learners with certifications (including bachelor’s degrees and continuous improvement courses) that stand out well on your CV, albeit sometimes at a higher cost. FutureLearn and GetSmarter are great places to find skill-specific university-led courses, and feature some of the world’s best universities.

For both online and university courses, expect to find courses covering a range of important skills, covering both technical and non-technical skills including:

- Writing code
- Business processes
- Statistical analysis
- Process modeling
- Technical skills
- Technical software (including statistical software)
- Data visualization tools
- Problem solving
- Business goals
- Cost-benefit analysis
- Strong interpersonal skills
- Enterprise architecture
- Process modelling
- Presentation skills
- Dynamic reporting
- Computer science
- Programming languages
- SQL queries
- Requirements management tools

### **Events and Networking for Business Analysts**

Consider joining **professional networks** that facilitate peer-learning opportunities, and make a habit of attending **conferences** or **webinars** where possible. These range in price, but are valuable for learning new skills and can be excellent for increasing your exposure to new opportunities and people.

### **Business Analyst Mentoring**

Finally, if you’re really committed to your growth (and have the budget for it), consider **one-to-one or group mentoring** with a skills specialist who can teach you the skills you need directly, or a business coach who can help frame your learning pathway and keep you accountable.

The latter is a great option for business analysts who are further along in their development, and whose needs relate less to technical skills and more to gaining leadership-focused competencies.

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## **Conclusion**

Future-proofing your career has never been more relevant than now, especially for business analysts or those wanting to become a business analyst. Central to this is acquiring up-to-date technical skills around data analytics and AI, and building competencies relating to critical thinking, emotional intelligence, and leadership. It’s also about building a mindset that’s adaptable, growth-focused, and open to continuous learning.

Our verdict at TimeCamp? **Now’s the best time for business analysts to get ahead**, especially with so many skills to learn.

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## **Sources**

Cambridge University Press. “What Critical Thinking Is.” Accessed March 31, 2025. https://www.cambridge.org/elt/blog/2022/09/07/what-critical-thinking-is/.

Digitalisation World. “The Changing Face of the Workforce: Is Skills Transformation the Next Digital Transformation?” Accessed March 31, 2025. https://digitalisationworld.com/blog/58301/the-changing-face-of-the-workforce-is-skills-transformation-the-next-digital-transformation.

Oxford University Department for Continuing Education. “Critical Thinking for Business.” Accessed March 31, 2025. https://conted.ox.ac.uk/courses/critical-thinking-for-business.

Robert Walters. “Top Talent Trends in Recruitment 2025.” Accessed March 31, 2025. https://www.robertwalters.co.uk/insights/hiring-advice/e-guide/top-talent-trends-in-recruitment.html.

World Economic Forum. “The Future of Jobs Report 2025.” Accessed March 31, 2025. https://www.weforum.org/publications/the-future-of-jobs-report-2025/.

World Economic Forum. “These Are the 5 Most Useful Skills for the Jobs of the Future.” Accessed March 31, 2025. https://www.weforum.org/videos/these-are-the-5-most-useful-skills-for-the-jobs-of-the-future/.

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**Robert Lowton**Robert Lowton is the director of Lobster Copy, a strategic copywriting consultancy focused on driving business turnover through high-quality branding, lead generation, and conversion copywriting. Rob has extensive experience as a brand and content strategist, copywriter, coach, and as an international language lecturer. He lives in Norwich, England.

### Leave a Reply [Cancel reply](/blog/top-skills-needed-future-proof-your-business-analyst-career/#respond)

1 Comment

1. ![Image](https://secure.gravatar.com/avatar/2d69d880100c7386d468d03f3d53401fb58703aa377e079312798b00ea84d7a3?s=70&d=mm&r=g) Robert Lowton June 20, 2025 at 00:10 (Edit) [#comment-300913](#comment-300913) [https://www.timecamp.com/blog/top-skills-needed-future-proof-your-business-analyst-career/#comment-300913](https://www.timecamp.com/blog/top-skills-needed-future-proof-your-business-analyst-career/#comment-300913) The hard vs. soft skills debate is particularly relevant in the context of the skills required of the business analysts of tomorrow. As I discuss in the article above, what seems clear is that it’s more soft skills (as opposed to hard, or technical, skills) that will define the success of these individuals going forward—particularly as technology continues to sophisticate, and with the advent of AI.
