What Is Generative AI?
Generative AI is AI that creates new content by learning patterns from existing data.
What Does a Generative AI Engineer Do?
Design
Develop
AI Models
What Does a Generative AI Engineer Do?
1 Design and develop AI models
2 Train models with data
3 Test and refine AI outputs
4 Collaborate with other teams
Skills Needed to Become a Generative AI Engineer
1 Proficiency in Programming (Python)
Skills Needed to Become a Generative AI Engineer
1 Proficiency in Programming (Python)
Variables and Loops
Functions and Object- Oriented Programming
Skills Needed to Become a Generative AI Engineer
2 Understanding Data Science
Data Cleaning
Data Visualization
Exploratory Data Analysis
Skills Needed to Become a Generative AI Engineer
3 Machine Learning Basics
Linear Regression
Logistic Regression
Decision Trees and Random Forests
Skills Needed to Become a Generative AI Engineer
4 Deep Learning
Recurrent Neural Networks (RNNs)
Transformers
Convolutional Neural Networks (CNNs)
Where Can You Work as a Generative AI Engineer?
Salary
$100,000–$150,000 $300,000
Entry-Level Roles Experienced Professionals
₹5Lakhs – 12 Lakhs ₹45Lakhs
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Gen AI Engineer Roadmap For 2025 | How To Become Gen AI Engineer In 2025 | Simplilearn

Gen AI Engineer Roadmap For 2025 | How To Become Gen AI Engineer In 2025 | Simplilearn

  • 2.
    What Is GenerativeAI? Generative AI is AI that creates new content by learning patterns from existing data.
  • 3.
    What Does aGenerative AI Engineer Do? Design Develop AI Models
  • 4.
    What Does aGenerative AI Engineer Do? 1 Design and develop AI models 2 Train models with data 3 Test and refine AI outputs 4 Collaborate with other teams
  • 5.
    Skills Needed toBecome a Generative AI Engineer 1 Proficiency in Programming (Python)
  • 6.
    Skills Needed toBecome a Generative AI Engineer 1 Proficiency in Programming (Python) Variables and Loops Functions and Object- Oriented Programming
  • 7.
    Skills Needed toBecome a Generative AI Engineer 2 Understanding Data Science Data Cleaning Data Visualization Exploratory Data Analysis
  • 8.
    Skills Needed toBecome a Generative AI Engineer 3 Machine Learning Basics Linear Regression Logistic Regression Decision Trees and Random Forests
  • 9.
    Skills Needed toBecome a Generative AI Engineer 4 Deep Learning Recurrent Neural Networks (RNNs) Transformers Convolutional Neural Networks (CNNs)
  • 10.
    Where Can YouWork as a Generative AI Engineer?
  • 11.
    Salary $100,000–$150,000 $300,000 Entry-Level RolesExperienced Professionals ₹5Lakhs – 12 Lakhs ₹45Lakhs
  • 12.