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Monday, September 8, 2025

Deep Learning - Career Earnings Analysis (September 2025)

Colleagues, implementing a well-defined, forward-thinking career development plan can boost your career and income growth over a 30-year life cycle. According to Grand View ResearchThe global deep learning market size was estimated at USD $96.8 billion in 2024 and is projected to reach USD $526.7 billion by 2030, growing at a CAGR of 31.8% from 2025 to 2030. “ Making modest investments in your professional training and certification will reward you with greatly enhanced income potential.

Assumptions


  • Duration: 30-year career lifecycle (e.g. age 25-55)

  • Salary: $160,653/year - Indeed (compensation will vary by location - we will use a US average for our analysis)

  • Education Level: This model is based upon the individual having a BS/BA degree. A MS/MA degree adds an extra 5%-10% to annual income

  • Training & Certification: 5%-10% income lift/year

  • Salary - Annual Increase per CPI Inflation: 2.5%/year

  • Base Case: Junior Level - age 25/1st certification

  • Intermediate Case: Senior Individual Contributor - age 30/2nd certification

  • Advanced Case: Mid-Upper Management - age 35/3rd certification

  • Expert Case: Technical Refresher - age 40-45/4th certification


Note: This income analysis does not include annual bonuses nor stock options.


Junior Level (5 years of experience)


  • Title(s): Junior Deep Learning Engineer, AI/ML Intern (Deep Learning Focus), Deep Learning Research Assistant

  • Base income: $186,197/year USD

  • Sample Training & Certs: Introduction to Deep Learning, Deep Learning - Nanodegree Program


Intermediate (10 years of experience)


  • Title(s): Deep Learning Engineer, Computer Vision Engineer, Natural Language Processing (NLP) Engineer, MLOps Engineer

  • Base income: $225,412/year USD

  • Sample Training & Certs: Deep Learning with TensorFlow, Deep Learning with TensorFlow & PyTorch, Deep Learning with Tensorflow, Keras and PyTorch 


Advanced (15 years of experience)


  • Title(s): AI/DL Practice Manager, AI/ML/DL Vice President, AI/ML/DL Development Director, Senior Deep Learning Engineer, Deep Learning Solutions Architect, Applied Scientist (Deep Learning), Deep Learning Researcher

  • Base income: $275,435/year USD

  • Sample Training & Certs: TensorFlow Developer Professional Certificate, Machine Learning A-Z: AI, Python & R, 


Expert (Executive-Refresher) (20 years of experience)


  • Title(s): AI/DL Consultant, Director of AI/Deep Learning, Principal Engineer/AI Fellow, Chief AI Scientist

  • Base income: $449,774/year USD

  • Sample Training & Certs: TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, 


Income Comparison


  • Base Case: Junior Level - $186,197/year USD

  • Intermediate Case: Senior Individual Contributor - $225,412/year USD

  • Advanced Case: Mid-Upper Management - $275,435/year USD

  • Expert Case: Technical Refresher - $449,774/year USD


Note: For a more comprehensive roster of Deep Learning certifications visit Coursera, DeepLearningAI, edX, InformIT, Udacity, Udemy, Google, IBM, Microsoft and Meta.


Deep Learning Specializations, Master Classes and Certifications



Get started today (teams & execs are welcome).


Recommended Reading: See the “Transformative Innovation” book series

 

1 - AI Software Engineer: ChatGPT, Bard & Beyond (Audible) (Kindle


2 - ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity (Audible) (Kindle)


3 - ChatGPT - The Era of Generative Conversational AI Has Begun (Audible) (Kindle


4 - The Race for Quantum Computing (Audible) (Kindle


5 - The Upskill Gambit - Discover the 5 Keys to Your Career and Income Security in the Digital Age  (Audible) (Kindle)


Much success in your Deep Learning career journey, Lawrence E. Wilson - AI Academy (share with colleagues & friends)

Friday, September 5, 2025

“ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity” (Amazon Audible & Kindle book)

Friends, the new “ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity” (Audible) (Kindle) book is the latest entry to the Transformative Innovation” series. AI in all of its manifestations represents a bona fide “generational change” of human society as we know it. AI, like many of the historic innovations of the past, has the unsurpassed potential to impact the human race for both good and evil.  All humanity has a vested interest in ensuring the impact of AI is positive. The alternative is unfathomable: A dystopian environment leading to the destruction of mankind in a Noahic antediluvian episode of human culture by the hands of man himself or the divine, omnipotent hand of our sovereign Creator.

This book has a “5 Star” rating on Amazon. Reader comment “If you're curious about how AI works, how it's changing the world, and what might happen next, this book is great. It's a bit like a guide that helps you understand this complex topic. It's a journey that could open your mind to new ideas and change how you see the world.”


Table of Contents:


I - Introduction

II - The Birth of Artificial Intelligence (AI)

III - AI Research and Development

IV - The AI Quantum Multiplier

V - Technological Synergy

VI - The Ethics of Artificial Intelligence

VII - The Global Race for AI Supremacy

VIII - Understanding Artificial General Intelligence (AGI)

IX - Approaches to AGI Development

X - The Era of Artificial Superintelligence (ASI)

XI - Ensuring Safety in AGI and ASI

XII  - AGI and ASI Impact on Society and the Economy

XIII - AI Singularity (“Technological Singularity”)

XIV - Looking Beyond the Singularity

XV - Conclusions


Our journey will examine the birth of AI, the pending transition to Artificial General Intelligence, the era of Artificial Super Intelligence and thoughts on the possibility of AI (or “Technological”) Singularity. Although some of these topics have verifiable, concrete answers, overall, the pendulum rapidly swings from the domain of the known to the domain of the unknown and speculative in the concluding chapters. Our commitment is to amplify the known (factual) elements of Artificial Intelligence and only when necessary delve into the realm of the unknown (subjective) aspects of AI Singularity … and beyond.


Join us for a journey that will transform your thinking and possibly your life!


Order today:


Audible (https://tinyurl.com/3pswj5sx


Kindle (https://www.amazon.com/dp/B0CG536WDN)   


3 Book Series: Transformative Innovation”: 

 

1 - ChatGPT, Gemini and Llama - The Journey from AI to AGI, ASI and Singularity (Audible) (Kindle)


2 - ChatGPT - The Era of Generative Conversational AI Has Begun (Audible) (Kindle


3 - The Race for Quantum Computing  (Audible) (Kindle


Thank you for dropping a brief review on this book’s Audible or Kindle page.


Regards, Genesys Digital (Amazon Author Page) https://tinyurl.com/hh7bf4m9 


The Deep Learning Sentinel (October 2025)

Colleagues, our goal is to provide Deep Learning professionals with up-to-date and actionable information to advance your career and income ...