Upwork’s Head of Growth on Reskilling in the Age of AI

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Many companies are still trying to keep up with the changes brought on by digitization—and the shake-up isn’t finished yet. Artificial intelligence (AI) is infiltrating many business functions as more start-ups and large companies alike are using AI to make smarter decisions, reduce human errors,...

For severe symptoms, danger signs, pregnancy, child illness, or sudden worsening, seek urgent medical care.

বাংলা রোগী নোট এখনো যোগ করা হয়নি। পোস্ট এডিটরে “RX Bangla Patient Mode” বক্স থেকে সহজ বাংলা সারাংশ যোগ করুন।

এই তথ্য শিক্ষা ও সচেতনতার জন্য। এটি ডাক্তারি পরীক্ষা, রোগ নির্ণয় বা প্রেসক্রিপশনের বিকল্প নয়।

Article Summary

Many companies are still trying to keep up with the changes brought on by digitization—and the shake-up isn’t finished yet. Artificial intelligence (AI) is infiltrating many business functions as more start-ups and large companies alike are using AI to make smarter decisions, reduce human errors, and automate processes. Companies are still exploring AI’s far-reaching potential, yet executives are already wondering how they’ll find a workforce...

Educational health guideWritten for patient understanding and clinical awareness.
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Emergency safety firstUrgent warning signs are highlighted below.

Seek urgent medical care if you notice

These warning signs are general safety guidance. Local emergency numbers and clinical judgment should always come first.

  • Severe symptoms, breathing difficulty, fainting, confusion, or rapidly worsening illness.
  • New weakness, severe pain, high fever, or symptoms after a serious injury.
  • Any symptom that feels urgent, unusual, or unsafe for the patient.
1

Emergency now

Use emergency care for severe, sudden, rapidly worsening, or life-threatening symptoms.

2

See a doctor

Book a professional medical evaluation if symptoms persist, worsen, recur often, affect daily activities, or occur in a high-risk patient.

3

Learn safely

Use this article to understand possible causes, tests, treatment options, prevention, and questions to ask your clinician.

Many companies are still trying to keep up with the changes brought on by digitization—and the shake-up isn’t finished yet. Artificial intelligence (AI) is infiltrating many business functions as more start-ups and large companies alike are using AI to make smarter decisions, reduce human errors, and automate processes.

Companies are still exploring AI’s far-reaching potential, yet executives are already wondering how they’ll find a workforce prepared for an AI-driven future.

To answer this, let’s start by understanding what AI is…

What Is AI?

AI is any task performed by a program or machine that, if done by a human, requires some level of intelligence to complete. That’s a broad definition, which may hint at how many jobs are affected by the technology.

Blue- and white-collar jobs are disappearing as tablets are replacing food-service employees, autonomous trucks are closer to replacing long-haul drivers, and apps are generating contracts sans lawyers.

While AI may cause concern for individuals at first, the technology benefits individuals across a range of industries. Businesses use AI-powered chatbots to improve customer experience, hospitals provide better early diagnostics with AI-based tools, and financial services protect customers with AI-based fraud detection.

You might be using AI in daily life more than you realize. For example, AI makes it easier for you to book flights online and organize personal and work calendars, and it’s what makes virtual assistants like Amazon’s Alexa and Apple’s Siri so helpful.

How AI is changing our jobs

Similar to how computers began changing jobs more than 50 years ago, AI will change some of the work performed by humans today. A McKinsey report, Upskilling in the Age of Automation, predicts that by 2030, up to 375 million workers worldwide will be directly affected as AI, digitization, and automation progress. That equates to 14% of the global workforce.

But that doesn’t mean robots will eventually take over the world. It means that we, like generations of workers before us, must reskill or upskill to remain relevant.

Remember, jobs are changing—the need for humans isn’t. The same McKinsey report expects as AI and other technologies advance, it’ll grow the workforce by 17%.

As if emphasizing the need for humans, most of the skills categories predicted to grow as a result of AI involve soft skills. These are skills that are difficult to measure such as leadership, critical thinking, and communication.

According to the report, top skills predicted to grow in demand by 2030 include:

  • Advanced IT and programming skills. Not surprisingly, this is expected to be the fastest-growing category, catapulting up by 90%.
  • Basic digital skills. These may rise by 69% and include skills such as searching online, communicating via email and making online payments.
  • Social and emotional skills: An anticipated rise in customer service jobs and remote workers fuels the expected 26% increase in communication and related soft skills such as communication.
  • Entrepreneurship and initiative taking. Researchers foresee a 33% surge in this category along with leadership and management skills.
  • Creativity, critical thinking, decision-making, and complex information processing. These abilities are highly demanded today and the need for them is expected to continue rising by 19% as more is demanded from professionals in healthcare and technology.

Who’s responsible for reskilling?

Individuals must take personal responsibility in maintaining skills that will be relevant in tomorrow’s workplace. But as businesses adopt new technology, they must also invest in the people who will use them and are affected by changing processes. It’s the only way companies can realize the full potential of their technology investments.

What’s more, finding, hiring, and training replacements are costly. Analysis from a Web Economic Forum report, Towards a Reskilling Revolution, suggests it’s more cost-beneficial for companies to retrain than replace employees.

McKinsey survey shows executives agree, as more than 6 out of 10 (64%) are willing to invest in retraining employees. And most executives (66%) rank “addressing potential skills gaps related to automation/digitization” as a top-10 priority.

Although companies recognize the urgency, they’re slow to act. An Accenture survey finds only 3% have plans to significantly invest in reskilling their workforce for a future shaped by AI.

As intimidating as change may seem, AI can benefit everyone if companies invest in workforce retraining. For example, office clerks might be replaced by software, but their skills can translate into customer service jobs. Processes may change, but managers can maintain productivity by improving their critical-thinking skills.

Businesses can map a successful future by optimizing their talent resources. This may include adopting new sources of talent so that teams can access specialized skills and work more agilely. Optimization involves reskilling their current workforce. Because preparing workers for tomorrow isn’t just a company’s social responsibility. It’s also how a company will remain competitive now and in the future, that’s guaranteed to change.

Patient safety assistant

Check your symptom safely

Hi, I am RX Symptom Navigator. I can help you understand what to read next and what warning signs need care.
Warning: Do not use this in emergencies, pregnancy, severe illness, or as a substitute for a doctor. For children or teens, use with a parent/guardian and clinician.
A rural-friendly guide: warning signs, when to see a doctor, related articles, tests to discuss, and OTC safety education.
1 Symptom 2 Severity 3 Safe guidance
First safety question

Is there chest pain, breathing trouble, fainting, confusion, severe bleeding, stroke-like weakness, severe injury, or pregnancy danger sign?

Choose quickly

Browse by body area
Start here: Write or select a symptom. The guide will show warning signs, doctor guidance, diagnostic tests to discuss, OTC safety education, and related RX articles.

Important: This tool is educational only. It cannot diagnose, treat, or replace a doctor. OTC information is not a prescription. In an emergency, contact local emergency services or go to the nearest hospital.

Doctor visit helper

Prepare before seeing a doctor

A simple rural-patient checklist to help you explain symptoms clearly, ask better questions, and avoid unsafe self-treatment.

Safety note: This is not a prescription or diagnosis. For severe symptoms, pregnancy danger signs, children with serious illness, chest pain, breathing difficulty, stroke-like weakness, or major injury, seek urgent care.

Which doctor may help?

Start with a registered doctor or the nearest qualified health center.

What to tell the doctor

  • Write when the problem started and how it changed.
  • Bring old prescriptions, investigation reports, and current medicines.
  • Write allergies, pregnancy status, diabetes, kidney/liver disease, and major past illnesses.
  • Bring one family member if the patient is weak, elderly, confused, or a child.

Questions to ask

  • What is the most likely cause of my symptoms?
  • Which danger signs mean I should go to hospital quickly?
  • Which tests are necessary now, and which can wait?
  • How should I take medicines safely and what side effects should I watch for?
  • When should I come for follow-up?

Tests to discuss

  • Vital signs: temperature, pulse, blood pressure, oxygen saturation
  • Basic physical examination by a clinician
  • CBC, urine test, blood sugar, or imaging only when clinically needed

Avoid these mistakes

  • Do not use antibiotics, steroid tablets/injections, or strong painkillers without proper medical advice.
  • Do not hide pregnancy, kidney disease, ulcer, allergy, or blood thinner use.
  • Do not delay emergency care when danger signs are present.

Medicine safety and first-aid guide

This section is for patient education only. It does not replace a doctor, pharmacist, or emergency care.

Safe first steps

  • Rest, drink safe water, and observe symptoms carefully.
  • Keep a written note of symptoms, duration, temperature, medicines already taken, and allergy history.
  • Seek medical care quickly if symptoms are severe, worsening, or unusual for the patient.

OTC medicine safety

  • For mild pain or fever, ask a registered pharmacist or doctor before using common over-the-counter pain/fever medicines.
  • Do not combine multiple pain medicines without advice, especially if you have kidney disease, liver disease, stomach ulcer, asthma, pregnancy, or take blood thinners.
  • Do not give adult medicines to children unless a qualified clinician advises it.

Avoid these mistakes

  • Do not start antibiotics without a proper medical decision.
  • Do not use steroid tablets or injections casually for quick relief.
  • Do not delay emergency care because of home remedies.

Get urgent help if

  • Severe symptoms, confusion, fainting, breathing difficulty, chest pain, severe dehydration, or sudden weakness need urgent medical care.
Medicine names, dose, and timing must be decided by a qualified clinician or pharmacist after checking age, pregnancy, allergy, other diseases, and current medicines.

For rural patients and family caregivers

Patient health record and symptom diary

Write your symptoms, medicines already taken, test results, and questions before visiting a doctor. This note stays on your device unless you print or copy it.

Doctor to discuss: Doctor / qualified healthcare provider
Tests to discuss with doctor
  • Basic vital signs: temperature, pulse, blood pressure, oxygen level if needed
  • Relevant blood, urine, imaging, or specialist tests only after clinical assessment
Questions to ask
  • What is the most likely cause of my symptoms?
  • Which warning signs mean I should go to emergency care?
  • Which tests are really needed now?
  • Which medicines are safe for my age, pregnancy status, allergy, kidney/liver/stomach condition, and current medicines?

Emergency warning signs such as chest pain, severe breathing difficulty, sudden weakness, confusion, severe dehydration, major injury, or loss of bladder/bowel control need urgent medical care. Do not wait for online information.

Safe pathway to proper treatment

Patient care roadmap

Use this simple roadmap to understand the next safe steps. It is educational and does not replace examination by a doctor.

Go to emergency care if you notice:
  • Severe or rapidly worsening symptoms
  • Breathing difficulty, chest pain, fainting, confusion, severe weakness, major injury, or severe dehydration
Doctor / service to discuss: Qualified healthcare provider; specialist depends on symptoms and examination.
  1. Step 1

    Check danger signs first

    If danger signs are present, seek emergency care and do not wait for online information.

  2. Step 2

    Record the symptom story

    Write when symptoms started, severity, medicines already taken, allergies, pregnancy status, and test results.

  3. Step 3

    Visit a qualified clinician

    A doctor, nurse, or qualified healthcare provider can examine you and decide which tests or treatment are needed.

  4. Step 4

    Do only useful tests

    Do tests after clinical assessment. Avoid unnecessary tests, random antibiotics, or repeated medicines without diagnosis.

  5. Step 5

    Follow up and return early if worse

    If symptoms worsen, new warning signs appear, or treatment is not helping, return for review quickly.

Rural patient practical tips
  • Take a written symptom diary and all previous prescriptions/test reports.
  • Do not hide medicines already taken, even herbal or over-the-counter medicines.
  • Ask which warning signs mean urgent referral to hospital.

This roadmap is for education. A real diagnosis and treatment plan requires history, examination, and clinical judgment.

RX Patient Help

Ask a health question safely

Write your symptom story. A health professional or site editor can review it before any answer is prepared. This box is not for emergency care.

Emergency first: Severe chest pain, breathing trouble, unconsciousness, stroke signs, severe injury, heavy bleeding, or rapidly worsening symptoms need urgent local medical care now.

Frequently Asked Questions

What Is AI?

AI is any task performed by a program or machine that, if done by a human, requires some level of intelligence to complete. That’s a broad definition, which may hint at how many jobs are affected by the technology. Blue- and white-collar jobs are disappearing as tablets are replacing food-service employees, autonomous trucks are closer to replacing long-haul drivers, and apps are generating contracts sans lawyers. While AI may cause concern for individuals at first, the technology benefits individuals across…

How AI is changing our jobsSimilar to how computers began changing jobs more than 50 years ago, AI will change some of the work performed by humans today. A McKinsey report, Upskilling in the Age of Automation, predicts that by 2030, up to 375 million workers worldwide will be directly affected as AI, digitization, and automation progress. That equates to 14% of the global workforce.But that doesn’t mean robots will eventually take over the world. It means that we, like generations of workers before us, must reskill or upskill to remain relevant.Remember, jobs are changing—the need for humans isn’t. The same McKinsey report expects as AI and other technologies advance, it’ll grow the workforce by 17%.As if emphasizing the need for humans, most of the skills categories predicted to grow as a result of AI involve soft skills. These are skills that are difficult to measure such as leadership, critical thinking, and communication.According to the report, top skills predicted to grow in demand by 2030 include:Advanced IT and programming skills. Not surprisingly, this is expected to be the fastest-growing category, catapulting up by 90%. Basic digital skills. These may rise by 69% and include skills such as searching online, communicating via email and making online payments. Social and emotional skills: An anticipated rise in customer service jobs and remote workers fuels the expected 26% increase in communication and related soft skills such as communication. Entrepreneurship and initiative taking. Researchers foresee a 33% surge in this category along with leadership and management skills. Creativity, critical thinking, decision-making, and complex information processing. These abilities are highly demanded today and the need for them is expected to continue rising by 19% as more is demanded from professionals in healthcare and technology.Who’s responsible for reskilling?

Individuals must take personal responsibility in maintaining skills that will be relevant in tomorrow’s workplace. But as businesses adopt new technology, they must also invest in the people who will use them and are affected by changing processes. It’s the only way companies can realize the full potential of their technology investments. What’s more, finding, hiring, and training replacements are costly. Analysis from a Web Economic Forum report, Towards a Reskilling Revolution, suggests it’s more cost-beneficial for companies to retrain than replace…

References

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