Colleagues, implementing a well-defined, forward-thinking career development plan can boost your career and income growth over a 30-year life cycle. Statista reports that “The market size in the Artificial Intelligence market is projected to reach US$244.22bn in 2025. The market size is expected to show an annual growth rate (CAGR 2025-2031) of 26.60%, resulting in a market volume of US$1.01T by 2031. In global comparison, the largest market size will be US$73.98B in 2025.” 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: $125,645/year - Salary.com (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
Junior Level (5 years of experience)
Title(s): Junior Data Scientist, Junior Machine Learning Engineer, Prompt Engineer
Base income: $145,623/year
Sample Training & Certs: Introduction to Artificial Intelligence (AI), Understanding Artificial Intelligence, AI for Everyone, AI in Practice
Intermediate (10 years of experience)
Title(s): Machine Learning Engineer, Computer Vision Engineer, Natural Language Processing (NLP) Engineer, AI Product Manager, Gen AI Engineer
Base income: $176,292/year
Sample Training & Certs: IBM Artificial Intelligence Professional Certificate, Applied Artificial Intelligence Specialization, Artificial Intelligence Fundamentals with Python and SQL Specialization, Generative AI for Everyone
Advanced (15 years of experience)
Title(s): Senior Machine Learning Engineer, AI Solutions Architect, AI Researcher/Research Scientist, Lead Data Scientist, RAG Gen AI Manager
Base income: $215,415/year
Sample Training & Certs: AI TensorFlow Developer Professional Certificate, Contact Center AI: Conversational Design Fundamentals, Data Structures, Algorithms, and Machine Learning Optimization, TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning,
Expert (Executive-Refresher) (20 years of experience)
Title(s): Chief AI Officer (CAIO), Director of AI/Head of AI, Principal Engineer/AI Fellow, AI Ethics Specialist
Base income: $351,763/year
Sample Training & Certs: Apply Generative Adversarial Networks (GANs), TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning, Convolutional Neural Networks
Income Comparison
Base Case: Junior Level - $145,623/year
Intermediate Case: Senior Individual Contributor - $176,292/year
Advanced Case: Mid-Upper Management - $215,415/year
Expert Case: Technical Refresher - $351,763/year
Note: For a more comprehensive roster of AI certifications see Google, IBM, Meta, Microsoft, nVidia, Coursera, edX, MIT Opencourseware, and Udacity.
AI Specializations, Master Classes and Certifications
Artificial Intelligence Fundamentals with Python and SQL Specialization
Data Structures, Algorithms, and Machine Learning Optimization
TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
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 AI career journey, Lawrence E. Wilson - AI Academy (share with colleagues & friends)
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