Tuesday, January 6, 2026

Python Development - Career Path & Salaries (2026)

Colleagues, implementing a well-defined, forward-thinking career development plan can boost your career and income growth over a 30-year life cycle. “The Python Package Software Market size is estimated to be USD 1.2 Billion in 2024 and is expected to reach USD 3.5 Billion by 2033 at a CAGR of 12.5% from 2026 to 2033.” according to LinkedIn. By 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: $115,982/year - BuiltIn (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 Python Developer, Python Intern/Associate, Data Engineering Assistant

  • Base income: $136,004/year

  • Sample Training & Certs: Introduction to Python, Python for Everybody Specialization, Understanding Python Developer, Complete Python Bootcamp From Zero to Hero in Python


Intermediate (10 years of experience):


  • Title(s): Python Developer, Python Backend Engineer, Data Engineer, Full-Stack Developer (Python/JavaScript)

  • Base income: $157,683/year

  • Sample Training & Certs: Applied Python Developer Specialization, IBM Python Developer Professional Certificate, Programming for Data Science with Python  


Advanced (15 years of experience):


  • Title(s): Senior Python Developer, Python DevOps Engineer, Backend Architect, Machine Learning Engineer

  • Base income: $207,153/year

  • Sample Training & Certs: Practical Python for DevOps Engineers, Generative AI for Python Developers, Python Data Structures


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


  • Title(s): Principal Software Engineer, Director of Software Engineering, Chief Technology Officer (CTO)

  • Base income: $314,632/year

  • Sample Training & Certs: Computational Thinking using Python, Python Developer: Foundations using R Specialization, Python for Data Science, AI & Development, Machine Learning with Python


Income Comparison


  • Base Case: Junior Level - $136,004/year 

  • Intermediate Case: Senior Individual Contributor - $157,683/year

  • Advanced Case: Mid-Upper Management - $207,153/year

  • Expert Case: Technical Refresher - $314,632/year


Note #1: Acquiring hands-on skills on complementary tools such as TensorFlow, PyTorch, pandas and Scikit-Learn - will boost your earning by yet another 5%-10% annually.


Note #2: For a more comprehensive roster of Python-related training and certification programs see Python Software Foundation, Coursera, edX, InformIT (Pearson), Udacity, Udemy. Python on GitHub also offers vast technical resources.


Python 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 Python Development career journey, Online Learning Central (share with colleagues & friends) 




Tuesday, December 23, 2025

Xi Jinping’s China - #1 Existential Threat to the USA (audio & ebook)

Friends, the thesis of this book “Xi Jinping’s China” (Audible) (Kindle) is that China’s economic, technological and military hyperpower has reached an all-time high. This power is based upon decades of intense government spending, military build-up, cyber and intellectual property breaches of other sovereign nations - foremost the US and its allies - and a hegemonic dictator for life Xi Jinping yielding unparalleled control … comparable to the era of Mao Tse Tung. As such, the Chinese Community Party led by Xi has rapidly become the number 1 existential threat to the United States. A clear and present danger not seen since the days of the Third Reich. Two powerful, yet opposite worldviews are on a collision course: Freedom and democracy versus authoritarian communism.

A Clarion Call: The aim of this book is to sound the alarm and alert the common citizens and government-military leaders of the US and the free, peace-loving nations worldwide of this clear and present global danger posed by Xi and his community regime. The fate of the US and democracy lies in the balance. Immediate and intensive counter-measures are needed … and needed now at all levels of society to preserve freedom and safety. Yes indeed, our very way of life is in serious jeopardy.


Disclaimer: Let us be abundantly clear. The common people of the US and China have much to gain through strong and positive business, economic and cultural ties. Nevertheless, the downward spiral in military, intelligence and cybersecurity relations have led the two nations to a state of mutual distrust and enmity. 


Order today on Amazon:


Audible (https://tinyurl.com/4hxcf6vk


Kindle (https://tinyurl.com/yebxuxk4


National Security and Foreign Affairs audio & ebook series:


1 - Xi Jinping’s China: #1 Existential Threat to the USA (Audible) (Kindle)


2 - Israel: A One State Solution (Kindle)


3 - North Korea: Brinkmanship or On the Brink? (Kindle


4 - The Impending Impeachment of Donald J.Trump: What is Truth? (Kindle


5 - Vladimir Vladimirovich Putin: The World's Most Dangerous Man (Kindle


6 - WikiLeaks Exposed: Balancing Free Speech with National Security (Kindle


7 - China and the US Foreign Debt Crisis: Does China Own the USA? (Kindle)


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


Monday, December 22, 2025

Christmas Special - Amazon Audible & Kindle Book Series

Christmas Special - Amazon Audible & Kindle Book Series 

Friends, audio and ebooks make wonderful holiday gifts.


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


Learning Wizard


1 - Productivity for Everyone: Your Journey to Greater Achievement and Well-Being (Audible) (Kindle


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


3 - Creative Problem Solving: Root Cause Analysis, 5 Whys, Feynman Technique and Beyond (Audible) (Kindle


4 - Transformation of the Global Education System - The Disruptive Impact of AI, Mixed Reality and Next Gen Knowledge Workers (Audible) (Kindle


5 - Gifted - Transform your life with lessons learned from the world’s most creative people (Audible) (Kindle


6 - The Art and Science of Learning - Ordinary Gifts … Exceptional Results (Audible) (Kindle


The Interview Prodigy:


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


2 - JavaScript Full Stack Developer: Capture the Job Offer and Advance Your Career (Audible) (Kindle)


Era of Digital Finance:


1 - Crypto Spring … Re-Birth of Bitcoin and Cryptocurrencies (Audible) (Kindle


2 - Personal Finance 2.0: The Impact of Cryptocurrency, AI, and Mixed Reality (Audible)  (Kindle)


Web 3.0:


1 - Birth of a Web 3.0 Decentralized World Order - From Blockchain to Metaverse … and Beyond

(Audible) (Kindle)


2 - NFTs, DAOs and DeFi … Next Generation Web 3.0 Technologies Transforming Our Lives (Audible)  (Kindle


Data-Driven Organizations: 


1 - Data-Driven Decision-Making  (Audible) (Kindle)


2 - Implementing Data Science Methodology: From Data Wrangling to Data Viz (Audible) (Kindle)


National Security and Foreign Affairs:


1 - Xi Jinping’s China: #1 Existential Threat to the USA (Audible) (Kindle)


2 - North Korea: Brinkmanship or On the Brink? (Kindle


3 - The Impending Impeachment of Donald J.Trump: What is Truth? (Kindle


4 - Vladimir Vladimirovich Putin: The World's Most Dangerous Man (Kindle


5 - WikiLeaks Exposed: Balancing Free Speech with National Security (Kindle


6 - China and the US Foreign Debt Crisis: Does China Own the USA? (Kindle)


Israel and the Holy Land:


1 - Israel: A One State Solution (Kindle)


2 - Pray for the Peace of Jerusalem (Kindle)


Order today, and thank you for a “review”, Genesys Digital (Amazon Author Page) https://tinyurl.com/hh7bf4m