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 Research “The 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
Machine Learning with Python: from Linear Models to Deep Learning
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 Deep Learning career journey, Lawrence E. Wilson - AI Academy (share with colleagues & friends)
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