Is computer science oversaturated 2023?

Yes, in 2023, the entry-level computer science (CS) job market was widely considered oversaturated, with more graduates than available junior roles, fueled by increased enrollment, tech layoffs, and economic shifts, though demand for specialized skills in areas like AI, cybersecurity, and cloud computing remained strong, creating a dual market where specialization and experience were key to standing out.

Is a computer science job oversaturated?

Is CS actually oversaturated? Yes in some areas, like entry level SWE, where there are more grads than jobs. But roles in data, IT, cloud, and tech-adjacent fields are still in demand.

Is CS losing popularity?

According to a report by Oxford Economics, since 2022, employment among new graduates in computer science and mathematics has dropped by nearly 8 percent.

Will CS be replaced by AI?

AI isn't replacing computer scientists—it's changing what their jobs look like. As automation changes how programmers work, the profession itself is expanding into new areas that combine creativity, ethics, and human judgment. “AI will take over some of the repetitive tasks,” Dr. Wen said.

Why are so many CS majors unemployed?

The biggest reason companies do not consider CS graduates to fill job openings is their lack of real-time practical experience. IT employers take 50% longer to hire a candidate than other recruiters as they want highly-qualified developers with exceptional coding skills.

The IT Field Is Massively Oversaturated? - Answering a YouTube Comment

What jobs make $3,000 a month without a degree?

You can earn $3,000 a month without a degree in roles like Dental/Medical Assistant (with short training), skilled trades (Electrician, HVAC), Delivery Driver (UPS, FedEx), specialized sales, Real Estate Agent, and some tech roles like AI Trainer or Medical Coder, often requiring certifications, apprenticeships, or a strong work ethic for entry, with remote options available in customer service or data entry if you have strong computer skills, notes www.nysmda.com, Tallo, Indeed, and ZipRecruiter https://www.ziprecruiter.com/Jobs/3000-A-Month-Jobs-No-Degree. 

Is CS enrollment dropping?

CS enrollment dropped down by 14% in grad level programs, following exceptional growth for years. Undergrad numbers in that field dipped by 3.6%. Overall, business and health care continue to be – by far – the most popular courses of study.

What engineer makes $500,000 a year?

Engineers making $500k/year are typically highly specialized, experienced professionals in tech (Software, AI, Cloud), Petroleum, Electrical, or Chemical fields, working at top tech firms (FAANG, startups), hedge funds, or in senior management/architect roles, often with significant stock/bonus components, not just base salary. Key roles include Principal/Distinguished Engineers, AI/ML Specialists, Data Scientists, and Directors, requiring advanced degrees and deep expertise in high-demand areas like distributed systems or high-frequency trading. 

What is the $900,000 AI job?

The "$900,000 AI job" refers to a viral Netflix job posting from mid-2023 for a Machine Learning Platform Product Manager, offering up to $900,000 in total compensation (base + bonus/stock), highlighting the immense demand for top AI talent in tech, finance, and other industries, though such roles are rare, demanding deep expertise in AI/ML and data science, with overall AI salaries varying widely.
 

Will computer science degrees become obsolete?

From 2005 to 2023, the number of students graduating with a computer science degree in the United States grew fourfold. But now, with the rapid adoption of AI, which writes swathes of the computer codes previously done by entry-level workers, the degree has started to become obsolete.

Why is Gen Z struggling to get jobs?

Gen Z struggles to get jobs due to a tight market with fewer entry-level roles, increased competition from older workers staying longer, and employer perceptions of unpreparedness or entitlement, compounded by AI screening out candidates and "ghost jobs" filling up applications, creating a tough environment with high expectations but limited opportunities for experience. 

What is the most oversaturated degree?

While this will vary somewhat by geography and specific industry needs, some studies have found that the majors with excess graduates relative to job demand include Criminal Justice, Journalism, Anthropology, Photography, Art History, Music, and Psychology.

What is the 40 20 40 rule in software engineering?

The 40-20-40 rule in software engineering is a guideline for allocating effort, suggesting 40% of project time for Analysis & Design, 20% for Coding, and 40% for Testing & Quality Assurance, emphasizing that planning and quality are as crucial, if not more, than the coding phase itself for successful project delivery. It highlights that robust design and thorough testing prevent costly rework, making coding (the smallest slice) more efficient. 

What job pays $400,000 a year without a degree?

Yes, jobs paying over $400,000 without a college degree exist, with Walmart Store Managers being a prominent example due to increased bonuses and stock, while other high earners include roles in enterprise tech sales, commercial real estate, high-level trades (like nuclear operators, air traffic controllers), and self-made entrepreneurs/influencers, all relying on high skill, performance, and market demand, not just degrees, according to sources from Tallo and The Wall Street Journal. 

Was Elon Musk a coder?

Yes, Elon Musk was a self-taught programmer who started coding as a child, creating his first video game, Blastar, at age 12 and selling its code, which laid the foundation for his tech ventures like Zip2 and X.com (PayPal). While he's known more as an entrepreneur and visionary now, programming was a fundamental skill that enabled his early success and remains crucial to his companies, with languages like C++, Python, and Java used at Tesla and SpaceX. 

What is the 80 20 rule in programming?

The 80/20 rule (Pareto Principle) in programming means 80% of outcomes come from 20% of effort, guiding focus on high-impact areas like core features, critical code modules, and essential learning concepts to maximize efficiency and results. In practice, this means 80% of users use 20% of features, 80% of bugs are in 20% of code, and beginners should master core fundamentals (like data types, loops, functions) before diving deep into obscure details to achieve 80% of results quickly.
 

What tech jobs pay $400,000 a year?

Tech jobs paying $400k+ are typically senior, specialized roles in high-demand fields like AI/Machine Learning, Cloud Computing, Cybersecurity, and Data Science, often at major companies or successful startups, including Principal/Staff Engineers, Engineering Directors, CTOs, AI/ML Scientists, Cloud Architects, Product Managers, and Security Leads, with compensation including base, bonuses, and stock. Roles at companies like OpenAI, Netflix, Google, Netflix, Google, and. 

Which jobs will be gone by 2030?

By 2030, jobs most at risk of disappearing or significantly declining due to AI and automation include routine administrative roles (data entry, clerks, receptionists), customer service positions (telemarketers, call center agents), transportation (truck, taxi drivers), and certain manufacturing/logistics jobs (assembly line, warehouse pickers), alongside finance (bank tellers, bookkeepers) and retail (cashiers) roles, with significant shifts driven by technology, reports Fast Company and Forbes. 

What is the 30% rule in AI?

The "30% rule" in AI is a guideline suggesting humans should do the critical 30% (judgment, creativity) while AI handles the routine 70% (automation, data processing), or conversely, that AI should contribute up to 30% of content, with humans responsible for the rest (ideas, research). It's a framework for balanced, responsible AI integration, focusing on augmentation rather than replacement, though its application is flexible and context-dependent.
 

What engineers make $200,000 a year?

Engineers making $200k+ annually are typically in high-demand tech fields (Software, AI, Data), specialized areas like Petroleum, Aerospace, or Electrical Engineering, and often hold senior, lead, or management roles at large tech companies or in finance, requiring significant experience and advanced skills. Roles include Senior Software Engineer, Data Engineer, AI Engineer, Petroleum Engineer, and leadership positions like Director of Engineering or VP of Engineering. 

What type of jobs pay $1 million a year?

Jobs paying over $1 million annually typically involve C-suite executive roles (CEOs, CFOs), high-level finance (investment banking MDs, hedge fund managers, PE partners), specialized medicine (surgeons, anesthesiologists, top dermatologists/radiologists), top-tier tech (AI/ML, senior cloud/cybersecurity), and elite sales/entrepreneurship, often through high commissions, large bonuses, equity, or business ownership, requiring extreme expertise, responsibility, and long hours. 

How rare is it to make $500,000 a year?

Making $500,000 a year is quite rare, placing you in a very high income bracket, often the top 1% or 2% of earners in the U.S., with roughly only 1 in 127 jobs paying that much, though over a million Americans achieve this, and it's more common in certain high-paying industries or roles like senior executives, specialized doctors, or successful entrepreneurs. 

Are CS majors unemployed?

Computer science graduates are struggling to find jobs as the unemployment rate hits 6.1% in 2025. Check how AI, mass layoffs, and oversupply have created the worst CS job market in decades.

Why is Gen Z not going to college?

Gen Z is questioning college due to sky-high costs, massive student debt, and a shaky job market where degrees don't guarantee success, leading many to explore lucrative alternatives like trade schools, entrepreneurship, or acquiring digital skills, valuing direct career entry and financial independence over traditional four-year paths. They see past generations struggling with loans and uncertain job prospects, shifting focus to better Return on Investment (ROI), with many regretting college or seeking more practical, cheaper education. 

Which country is no. 1 in computer science?

The best countries for studying computer science are the USA, UK, Canada, Australia, Singapore, and Germany. Reputable universities, globally recognized degrees, and ample job opportunities are the top reasons to choose these countries. These study destinations are home to reputed universities like MIT and Cambridge.