Python/Python GenAI
Infosys Bengaluru East, Karnataka, India
Job Description
"Unlock the power of Generative AI and Python to drive innovation and business growth in Infosys."
As a Python/Python GenAI professional at Infosys, you'll embark on a journey to harness the potential of Generative AI and Python to drive business success. You'll work closely with the consulting team to identify project requirements, estimate effort, diagnose issues, generate solutions, and deploy them efficiently.
In this role, you'll delve into the world of Generative AI, leveraging its capabilities to explore alternative solutions, build Proof of Concepts (POCs), and create detailed functional designs based on business needs. Your expertise in Python will enable you to configure solution requirements on products and drive business growth.
Why you should learn this:
The demand for Python and Generative AI professionals is on the rise, with a projected growth rate of 20% in the next 5 years.
Expected Salary: The average salary for a Python/Python GenAI professional at Infosys ranges from $120,000 to $200,000 per annum, depending on location and experience.
How it works:
- Step 1: Explore the business needs and requirements to identify opportunities for Generative AI and Python implementation.
- Step 2: Conduct research, including literature surveys and vendor evaluations, to determine the best solutions and build POCs.
Core Concepts to Master
Generative AI Fundamentals
Generative AI involves the use of machine learning algorithms to generate new data, such as images, text, or music. As a Python/Python GenAI professional, you'll need to understand the basics of Generative AI, including types of models, training data, and evaluation metrics.
Python for AI and Machine Learning
Python is a popular language for AI and machine learning due to its simplicity, flexibility, and extensive libraries. You'll need to understand how to use Python to implement AI and machine learning algorithms, including data preprocessing, model training, and deployment.
Solution Design and Deployment
As a Python/Python GenAI professional, you'll be responsible for designing and deploying solutions that meet business needs. This involves understanding the requirements, identifying the best technologies, and implementing the solution using Python and Generative AI.
Interview Questions (Beginner)
- What is Generative AI, and how does it differ from traditional machine learning?
- What are some common applications of Generative AI?
- How does Python support AI and machine learning?
Job Overview
Advance Questions
- • Can you explain the concept of adversarial training in Generative AI?
- • How do you evaluate the performance of a Generative AI model?
- • What are some best practices for deploying AI-powered solutions in a production environment?