The strongest demand for experts in AL/ML is on the rise worldwide. Bloomberg says, the global artificial intelligence market size was valued at USD 59.67 billion in 2021 and is expected to grow at a compound annual growth rate (CAGR) of 39.4% to reach USD 422.37 billion by 2028.

1. Factsheet
FAST-TRACK YOUR
ARTIFICIAL
INTELLIGENCE
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CAREER IN 2023

2. “In about 60% of the occupations, only 1/3rd of tasks could be automated.
AI will replace up to 40% of jobs by 2030.”
Commendable AI Advancements Since 2012
Artificial Intelligence is now a disruptive tech force helping businesses and consumers globally. According to IBM’s Global AI
Adoption Index 2022, around 35% of organizations have adopted AI and another 42% are exploring AI adoption globally.
This means, there is huge potential for skilled AI professionals across the globe – currently only 10% of AI professionals are
skilled (according to World Economic Forum). It seems to be like a vicious circle – due to a shortage of skills, the adoption of
AI in organizations is hampered. The only solution to disrupt this circle is to upskill and reskill the AI workforce through AI
education. From another perspective, the astounding growth of Artificial Intelligence (AI) scares a lot of people who tend to
think that in the future we’ll see AI replacing us in key job roles. Now, this notion is not true. Let’s take a look at the numbers
to prove it!
Don’t you think this progression has been quite an extravagant affair?
SEER’- An elemental computer vision model, resolving the systems’ struggles in recog-
nizing daily objects and training AI systems
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
Cat videos’ brought to you by Google X Lab adds a revolutionary speech recognition feature
Never-Ending Language Learning (NELL)’ a semantic ML system that runs 24x7
Well-recognized AI voice- ‘Alexa’ was born
Teaching machines how the hands work’, going beyond computer screens with robots
AI in medicine’, offering early diagnosis and efficient treatment
AlphaZero’- Launched to master the games of Chess, Shogi, and Go
BERT’- Breakthrough technology revert to using ML for NLP allowing fast-tuned applications
OpenAI’- Saw ‘Dactyl’ trained in a simulated environment to enhance dexterity & results
Lockdown vaccine research on-point with ace ‘Linearfold Algorithm’
– Excerpts from PwC Research
2022
AI gets Artsy’- Gets you to draw realistic images & art with text descriptions
© Copyright 2022. United States Artificial Intelligence Institute. All Rights Reserved. www.usaii.org

3. Critical Artificial Intelligence Insights Guiding
The Future Of AI
“The key to artificial intelligence has always been the representation.”
AI simulations such as digital twins and over 77% of companies adopting AI in their organizational processes is a clear
indication of a massive organizational transformation via AI.
– Jeff Hawkins
© Copyright 2022. United States Artificial Intelligence Institute. All Rights Reserved. www.usaii.org
01
02
Global revenues from AI for enterprise applications are projected to reach
$31.2 billion by 2025
Gartner says over 75% of the venture and seed capital investors will use
AI and data analytics to gather information
03
04
Overall investment in AI research and applications is projected at $500
billion by 2024
As per International Data Corporation (IDC), the spending on AI will
surpass the $50 billion mark by 2025
05
06
AI Ethics spanning a larger scope in the future in the global community
Elon Musk predicted an overpowering of AI over humans, thereby
growing into a more intelligent species by 2025
07
08
AlphaDog, a robot dog created by a Chinese scientist will be compatible
with 5G and operate autonomously
An experienced AI engineer is projected to earn anywhere over $120,330
annually in the US in 2023 and beyond

4. Wider Industry Applications:
From high-end retail therapy going all-technical to voice assistants becoming genies, Artificial Intelligence has amassed
an entire lot of smart tech behavior across the consumer as well as corporate fraternity worldwide. Over 91.5% of leading
businesses invest in AI on an ongoing basis. This goes on to show as per the research by Gartner, consumer satisfaction
is expected to grow by 25% from 2022.
AI AT A GLANCE 2022
Artificial Intelligence has grown far beyond the mere boundaries of automating machines and demonstrating intelligent
tech behavior. AI has surpassed its capacity of mimicking human intelligence. It is omnipresent in almost all sectors of the
world economy, driving big businesses.
01 05
02 06
03 07
04 08
Personalized Shopping AI-powered Assistants
Fraud Prevention
Administrative Tasks
Automated to Aid Educators
Creating Smart Content Voice Assistants
Personalized Learning Autonomous Vehicles
Artificial Intelligence has become a field of technology, offering key models and services in a rising number of high-stake
areas, assuring accelerated results.
75% Higher Job
Satisfaction
Strengthened
Career Trajectory
Elevated Job
Security
In Line with the Evolving
Industry-Trends
Augmented
Confidence in Handling
Diversified Tasks
© Copyright 2022. United States Artificial Intelligence Institute. All Rights Reserved. www.usaii.org
Higher Visibility
Among AI
Contenders
In 2023, A Certified AI Professional is Quoted to Enjoy:

5. Current Jobs and Opportunities 2022:
Top 6 Salaries of AI Positions in US
Present-day job roles that Artificial Intelligence has to offer include data engineers, and expert business developers, among
others; strengthening the path ahead for higher automation in AI roles. The rising graph of the salaries offered for such
roles promises a rising trend for years to follow.
Source: Payscale Source: Talent.com
New York
$218,600
Washington
$174,000
Ohio
167,400
Utah
$162,500
Maryland
$162,500
Virginia
$160,550
© Copyright 2022. United States Artificial Intelligence Institute. All Rights Reserved. www.usaii.org
Top 5 Companies for Machine Learning Engineers in the US
Salaries in October 2022
Source: Indeed.com
$371,147 $218,343 $217,717
$203,191 $197,896
Machine Learning
Engineer
$127,743
Machine Learning
Researcher
$117,500
AI Researcher
$135,000
Aritifcial Intelligence
Specialist
$132,995
Research Scientist
$141,972
Senior Machine
Learning Engineer
$172,777
Top 6 AI Salaries as per Locations in US

6. Adoption of AI-augmented automation
Gartner says, more than 40% of Infrastructure and Operations (I&O) teams will adopt AI-augmented automation
in large organizations for higher agility and scalability.
Increase in Cloud-based AI
Cloud technologies such as cognitive APIs, containers, and serverless computing will be highly utilized in 2023
forcing organizations to adopt cloud-based AI for reducing cost and enabling independent functions.
Improved NLP
Due to hyper-automation, machines interpreting human language must become effective to carry out tasks with
intelligence specifically in the healthcare sector. The year 2023 will have improved NLP for speech recognition,
machine translation, handwritten character recognition, etc.
Upgrade in Cybersecurity
Security threats will keep increasing and to identify the threats as well as to destroy them, AI will only make the
systems stronger. AI can predict any malicious threat in the system by identifying the data pattern. More work
will happen in 2023 to upgrade cybersecurity.
Upsurge in No-Code AI
Due to immense growth in the AI domain, professionals with limited technical experience are also moving into
the domain and they are making great progress in defining organizational benefits. Hence, AI scientists are pro-
found in developing No-Code AI systems with better interfaces for creating smart programs.
Advancements in AIoT
With the introduction of IoT to AI and ML, 2023 will see better advancements in Artificial Intelligence of Things
(AIoT) that will help build smart cities, for increased safety, transportation, lighting, the convenience of life,
energy system, etc.
Hyper-automation
In 2023, hyper-automation will complement data science methods for industries such as finance, manufacturing,
insurance, etc. Since huge data and information will flow through these sectors, apt systems must be in place to
perform research and analysis for decision-making. Advanced technologies like Robot-assisted process automa-
tion (RPA), Cognitive process automation, etc. must be further enhanced.
Future Of Artificial Intelligence In 2023
The year 2023 will be a crucial year in the AI domain as a lot of improvements in the existing technologies will be done.
This will further empower organizations and professionals alike to enhance their productivity. Some crucial AI trends in
2023 are:
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Are you ready for the big shift that AI will exude in the future?

7. Demand for technological, social, emotional, and higher cognitive skills will rise in 2023.
The adoption of AI will transform the workplace, benefiting the workforce with higher productivity and GDP
growth.
The mix of physical and manual skills required in occupations will change depending on the extent to which
work activities can be automated.
The clichéd AI job roles are a passé when you talk of 2023. The year would explode with meatier AI opportunities like never
before!
Most-Wanted AI Skills 2023
Skill Shift: Automation and The Future of Workforce:
'OUT-ON-THE-HORIZON' AI ROLES
Programming
Language
Competency
Signal Processing
Techniques
Neural Networks
Soft Skills
Data Security
Neural
Networks
Building Models
Linear Algebra
and Statistics
Deploying ML
Solutions
Exploratory
Data Analysis
Data
Engineering
ROBOT SPA
OWNERS
3-D PRINTING
ENGINEERS
AVATAR
DESIGNERS
DRONE
JOCKEYS
CRYPTO
ARBITRAGEURS
HYPERLOOP
CONSTRUCTION
MANAGERS
Diversified AI Job Roles 2023
© Copyright 2022. United States Artificial Intelligence Institute. All Rights Reserved. www.usaii.org

8. Industrial and tech giants such as Apple, Google, and IBM, among others, are the key drivers in tweaking the trajectory of
AI as a tech pivot. Here are the top 10 AI companies to work for according to US News:
Take your first step toward building a lasting career in Artificial Intelligence with these easy steps. You can fasten your career
builder game by leveraging it with the benefits of reading books about all things AI, ML, and Deep learning. Build your
models and AI/ML projects & pack your portfolio with in-demand AI skills to pocket a relevant AI role.
Top Guns Hiring for 2023:
THE TIME IS NOW:
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Build Technical Competencies
Gain necessary business skills
Get industry-relevant AI certifications

9. Certified AI
Engineer (CAIE™)
For students or working
professionals with limited
industry experience
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Consultant (CAIC™)
For working professionals
with more than 2 years of
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For students from grade 9
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in STEM learning.
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For working professionals
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and help you equip with industry-relevant skills to scale higher. Level up your AI game with CAIE™, CAIC™, CAIS™ and CAIP™.
Enroll with the one that makes a perfect accompaniment for your dream AI career trajectory and amplifies your goal.
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