Online M.Tech In Generative AI & Data Science (Executive) From Indian Institute of Technology Jammu

Indian Institute of Technology Jammu M.Tech. in Generative AI & Data Science (Executive) is a cutting-edge postgraduate program for working professionals. The program develops advanced skills in AI, generative models, machine learning, data science, and analytics-driven decision making. Learners work on applied projects, AI solutions, and data pipelines, gaining practical expertise to drive innovation and AI transformation in modern organizations.

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  • Overview
  • Eligibility & Duration
  • Syllabus
  • Top Universities
  • Admission Process
  • Career Scope
  • FAQ
DegreeFull FormSpecializationDurationEligibilityAnnual FeeExam FeeLearning ModeEMI Available
M.Tech – Generative AI & Data Science (Executive)Master of Technology in Generative AI & Data Science (Executive)Generative AI & Data Science (Executive)2 yearsBE/B.Tech (ECE / EE / IT / EI / CSE / ME) or MSc (IT / CS) with minimum CGPA 6.0 (relaxable to 5.5 for candidates with 10+ years experience) and at least 2 years work experience. Must pass the institute’s short qualifying test.₹2,99,000 (Year 1) / ₹1,50,000 (Year 2)₹18,000 (Year 1)ExecutiveYes
Online M.Tech in Generative AI & Data Science (Executive) Overview

What Is M.Tech – Generative AI & Data Science (Executive)?

The M.Tech in Generative AI & Data Science (Executive) at IIT Jammu is designed for professionals seeking expertise in AI, machine learning, generative models, and data-driven solutions.

The program equips learners with knowledge in AI foundations, Python programming, statistics, data engineering, and applied AI for enterprise decision-making.

M.Tech – Generative AI & Data Science (Executive) Course Structure

The program follows a structured executive curriculum, combining core AI, data science, and analytics courses with applied projects and technical electives.

Learners gain practical experience in Python coding, AI model implementation, generative AI applications, and data science pipelines to solve real-world problems.

Given that, here is an overview of the entire program:-

featuredetails

Course Name

Master of Technology (M.Tech.)

Specialization Name

Generative AI & Data Science (Executive)

Specialization Level

Postgraduate

Program Duration

2 years / 4 semesters

Eligibility

BE/B.Tech or MSc in ECE, EE, IT, CSE, EI, or related fields with minimum 60% marks, at least 2 years of professional work experience, and qualification in the institute’s short qualifying test

Learning Mode

Executive learning format designed for working professionals with structured academic sessions and AI/data science-focused coursework

Study Materials

Technical lectures, AI and data science labs, coding resources, recorded sessions, project-based learning, and analytics assignments

Assessment

Assignments, AI projects, coding labs, and semester examinations

Fee Structure

Total program fee ₹4.49 Lakhs with flexible payment options (Year 1: ₹2,99,000 + ₹18,000 exam fee, Year 2: ₹1,50,000). Registration fee ₹10,000 (non-refundable, included in program fees).

Accreditation/Approvals

Indian Institute of Technology Jammu

Flexibility

Designed for engineering, IT, and technology professionals seeking expertise in generative AI, machine learning, and data science

Career Opportunity

Career roles include AI Engineer, Data Scientist, Generative AI Specialist, Machine Learning Engineer, and Data Analytics Consultant

Placement Support/Assistance

Industry exposure, AI projects, coding labs, and career development support through hands-on analytics and generative AI applications

OnlineM.Tech in Generative AI & Data Science (Executive) Eligibility Criteria And Duration

The M.Tech in Generative AI & Data Science (Executive) offers a structured learning format with advanced AI and data science subjects. Below are the eligibility and duration details:

Eligibility Criteria for M.Tech in Generative AI & Data Science (Executive) Course

  • Educational Qualification :- Applicants must have a 4-year BE/B.Tech (ECE / EE / IT / EI / CSE / ME) or MSc (IT / CS) degree from a recognized university.
  • Work Experience Requirement :- Candidates should have a minimum of 2 years of full-time professional experience in a relevant field.
  • CGPI Requirement :- Candidates must have a minimum CGPI of 6.0 or equivalent in their preceding degree. Relaxation to 5.5 is granted for professionals with 10+ years of experience.
  • Selection Process :- Applicants are required to qualify the institute’s short qualifying test covering data interpretation, logical reasoning, math & statistics for AI, programming logic, AI foundations, and Python coding. Final selection is based on academic background, work experience, and test performance.

Note:- Applicants should verify the latest admission guidelines before applying to ensure they meet all eligibility requirements.

Duration of M.Tech in Generative AI & Data Science (Executive) Course

  • Standard Duration :- The program is typically completed in 2 years and is designed to support professionals pursuing higher education alongside their careers.
  • Program Structure :- The curriculum includes subjects related to AI, machine learning, deep learning, generative models, big data analytics, and applied data science projects.
  • Executive Learning Format :- The course structure allows working professionals to continue their employment while completing academic requirements.
  • Project and Research Work :- Learners complete AI model development projects, data analytics case studies, and research work related to generative AI and enterprise applications.

Advantages of Pursuing an M.Tech in Generative AI & Data Science (Executive)

The M.Tech in Generative AI & Data Science (Executive) from IIT Jammu equips professionals with advanced AI, machine learning, and data analytics knowledge, preparing them for leadership roles in AI and data-driven enterprises.

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Flexible Executive Learning Format

The M.Tech in Generative AI & Data Science (Executive) allows working professionals to upgrade their AI, machine learning, and data science skills while continuing their careers.

Specialized AI & Data Science Curriculum

The program focuses on generative AI, machine learning, deep learning, data analytics, big data processing, and AI-driven decision-making for enterprises.

Strong Career Opportunities in AI & Data Science

Graduates can pursue roles such as AI Engineer, Data Scientist, Machine Learning Specialist, Generative AI Expert, and Analytics Consultant across industries.

Advanced Technical Learning Resources

Students gain access to lectures, coding labs, AI toolkits, project-based assignments, and practical exercises in machine learning and generative AI.

Expert Faculty and Industry Guidance

Learners benefit from mentorship provided by experienced faculty and AI industry professionals.

Professional Skill Development

The program enhances analytical thinking, programming expertise, AI model development skills, and data-driven problem-solving capabilities.

Why Choose an M.Tech in Generative AI & Data Science (Executive)?

An Executive M.Tech in Generative AI & Data Science is ideal for engineering and IT graduates who want to develop advanced expertise in AI, machine learning, and enterprise data science.

  • Advanced AI & Data Science Knowledge: Develop expertise in generative AI, machine learning, deep learning, big data analytics, and AI model deployment.
  • Industry-Relevant Technical Skills: Learn practical concepts including Python programming, AI frameworks, neural networks, and enterprise data pipelines.
  • Growing Demand for AI Professionals: Organizations across sectors are increasingly leveraging AI and data science, creating strong demand for skilled professionals.
  • Opportunities in Research and Innovation: Graduates can contribute to innovation in AI, data-driven product development, analytics research, and AI strategy implementation.
Online M.Tech in Generative AI & Data Science (Executive) Syllabus

M.Tech in Generative AI & Data Science (Executive) Subjects and Curriculum

The Indian Institute of Technology Jammu M.Tech in Generative AI & Data Science (Executive) program offers an advanced curriculum focused on AI, machine learning, data science, and generative AI technologies.

The program is designed for working professionals to develop deep expertise in AI model development, data analytics, neural networks, NLP, computer vision, and AI-driven enterprise applications.

Students gain hands-on experience with programming tools, AI platforms, and cloud-based analytics systems, enabling them to implement end-to-end AI solutions.

Semester 1
1.Programming for AI and Data Science
2.Data Analytics for AI
3.Foundation for Machine Learning and Deep Learning
4.Artificial Intelligence and Computational Intelligence
Semester 2
1.Pattern Recognition and Fuzzy Logic
2.Natural Language Processing
3.Computer Vision
4.Elective 1
Semester 3
1.Elective 2
2.Elective 3
3.Elective 4
4.Project / Dissertation I
Semester 4
1.Project / Dissertation II
2.Relevant Elective from Swayam Portal
3.Elective 5 (Project Mode only)
4.Elective 6 (Project Mode only)
electivePool
1.MLOps and Production AI Systems (Production AI)
2.Generative AI: Foundations and Applications (Production AI)
3.Agentic AI and Multi-Agent Systems (Production AI)
4.Advanced Topics in LLMs and Context Engineering (Production AI)
5.Big Data Engineering (Data Engineering)
6.Data Wrangling with SQL (Data Engineering)
7.Data Visualization and Interpretation - Power BI (Data Engineering)
8.Data Mining (Data Engineering)
9.Computer Vision (Specialized AI)
10.Speech and Audio Processing (Specialized AI)
11.Machine Learning for Signal Processing (Specialized AI)
12.Digital Signal Processing (Specialized AI)
13.Optimization Methods (Theory & Optimization)
14.Soft Computing (Theory & Optimization)
15.Data Structures and Algorithms (Theory & Optimization)
16.Neural Processing (Theory & Optimization)
17.Internet of Things (Emerging Tech)
18.Multi-core and Cloud Computing (Emerging Tech)
19.Artificial Intelligence for Biomedicals (Emerging Tech)
20.Granular Computing (Emerging Tech)

How Are M.Tech in Generative AI & Data Science (Executive) Exams Conducted?

Assessments in the M.Tech in Generative AI & Data Science program are conducted through structured online evaluations to ensure comprehensive testing of theoretical knowledge, coding skills, and AI/data science problem-solving capabilities.

The evaluation includes assignments, coding labs, AI projects, analytics exercises, quizzes, and end-of-semester examinations to measure practical and conceptual understanding.

  • Online Examinations :

    End-semester exams are conducted online through secure platforms to assess conceptual understanding and problem-solving skills.

  • Continuous Evaluation :

    Assignments, coding exercises, case studies, and project work are evaluated continuously throughout the program.

  • Laboratory and Project Assessments :

    Hands-on coding labs and AI project evaluations test learners’ ability to implement real-world AI and data science solutions.

  • Capstone / Dissertation Project :

    Learners complete a major project or dissertation in the final semesters demonstrating generative AI and data science expertise under faculty supervision.

Online M.Tech in Generative AI & Data Science (Executive) Course Top Universitites

Best M.Tech in Generative AI & Data Science Colleges & Universities in India

If you aim to advance your career in Artificial Intelligence, Data Science, and Generative AI technologies, the Indian Institute of Technology Jammu offers an Executive M.Tech in Generative AI & Data Science program tailored for professionals seeking advanced skills in AI, machine learning, and data-driven technologies.

The program combines AI theory, data analytics, and project-based learning with hands-on exposure to programming, AI frameworks, and advanced computational tools, preparing students for leadership roles in AI research, data engineering, and technology-driven industries.

Top Universities Coming Soon ....
NOTE :

Admission criteria may vary across institutions. Many universities consider academic qualifications and work experience, while some may conduct entrance tests, interviews, or profile evaluations before final selection.

Entrance Process for M.Tech in Generative AI & Data Science Programs

Admission to the M.Tech in Generative AI & Data Science program typically involves evaluation of the candidate’s academic background, professional experience, and overall profile. Applicants are also required to qualify the institute-conducted pre-screening test to assess readiness for advanced AI and data science studies.

Common Admission Evaluations

  • Profile Evaluation

    The institute reviews academic transcripts, professional experience, and prior knowledge in programming, AI, or data-related fields to shortlist candidates.

  • Pre-Screening Test

    Applicants must qualify a non-technical qualifying test that evaluates logical reasoning, data interpretation, programming basics, AI foundations, and Python coding skills.

  • Personal Interview or Interaction

    Shortlisted applicants may attend an interview to assess analytical thinking, AI knowledge, problem-solving ability, and career motivation in the field of AI and Data Science.

These evaluations assess analytical aptitude, technical knowledge, and professional experience.

Tips to Prepare for M.Tech in Generative AI & Data Science Admissions

Applicants preparing for admission into the M.Tech in Generative AI & Data Science (Executive) program can follow these strategies:

  • Strengthen Analytical Thinking :

    Develop problem-solving and mathematical reasoning skills essential for AI, machine learning, and data science programs.

  • Programming and Python Skills :

    Gain confidence in Python programming, data structures, and basic coding practices used in AI and data science applications.

  • Stay Updated on AI & Data Science Trends :

    Understand key developments in generative AI, large language models, machine learning, and data analytics frameworks.

  • Review Core Mathematics and Statistics :

    Revisit fundamental concepts in linear algebra, probability, statistics, and optimization as they form the foundation for AI and ML algorithms.

  • Prepare a Clear Career Vision :

    Candidates should outline their goals in AI, Data Science, or Generative AI research and explain how the program aligns with their professional growth plans.

Online M.Tech in Generative AI & Data Science (Executive) Admission Process

Admission Process for IIT Jammu M.Tech – Generative AI & Data Science (Executive)

Admission to the M.Tech in Generative AI & Data Science (Executive) is conducted through a structured online process.

Applicants should regularly check official communication channels for updates related to admission timelines, application status, and fee payment schedules.

  • Program Research and Selection :

    Explore the M.Tech in Generative AI & Data Science (Executive) offered by Indian Institute of Technology Jammu. Review the curriculum, AI and data science subjects, and career opportunities to ensure the program aligns with your professional goals in AI, machine learning, and data-driven technologies.

  • Check Eligibility Requirements :

    Applicants must hold a BE/B.Tech (ECE / EE / IT / EI / CSE / ME) or MSc (IT / CS) degree with minimum CGPA 6.0 (relaxable to 5.5 for candidates with 10+ years experience) and at least 2 years of professional work experience. Candidates must qualify the institute’s short qualifying test.

  • Prepare Required Documents :

    Keep all required documents ready, including graduation mark sheets and certificates, government-issued ID proof, passport-size photographs, updated resume, and professional experience certificates.

  • Application Submission :

    Complete the online application form, upload required documents, and submit your application following official admission guidelines.

  • Short Qualifying Test & Application Review :

    Applicants must qualify the institute’s short qualifying test covering data interpretation, logical reasoning, math & statistics for AI, programming logic, AI foundations, and Python coding. The admissions committee evaluates applications based on academic performance, work experience, and test results.

  • Enrollment and Fee Payment :

    After admission confirmation, candidates must complete enrollment by paying the program fees: ₹2,99,000 + ₹18,000 examination fee for Year 1 and ₹1,50,000 for Year 2, including ₹10,000 one-time registration fee.

Who Can Apply for M.Tech – Generative AI & Data Science (Executive)?

This program is ideal for professionals aiming to build skills in generative AI, machine learning, data pipelines, AI-driven product development, and analytics-based decision-making.

  • Engineering Graduates

    B.Tech graduates in relevant streams looking to gain advanced AI and data science expertise.

  • Science Graduates

    MSc (IT / CS) graduates seeking to transition into AI and data science leadership roles.

  • Working Professionals

    Professionals with 2+ years work experience wanting to enhance skills in AI, generative models, and data-driven strategy.

  • AI & Data Science Enthusiasts

    Individuals interested in applying AI, machine learning, and data science to solve real-world enterprise problems.

The program is designed for graduates and working professionals in engineering, IT, or data-related fields seeking advanced AI and data science expertise.

Is the M.Tech in Generative AI & Data Science (Executive) from IIT Jammu Valuable?

Yes, programs offered by Indian Institute of Technology Jammu are recognized for strong academic standards and executive-level curriculum.

The M.Tech in Generative AI & Data Science equips professionals with expertise in AI, machine learning, generative models, data science, and analytics-driven decision-making for enterprise applications.

Online M.Tech in Generative AI & Data Science (Executive) Career Scope

The M.Tech – Generative AI & Data Science (Executive) equips learners with advanced knowledge in AI, machine learning, generative models, and data science pipelines.

Graduates gain expertise in Python programming, AI model deployment, statistical modeling, and analytics-driven decision-making.

The program opens opportunities in AI product development, data analytics, AI research, enterprise AI strategy, and leadership roles in technology-driven organizations.

Career LeveljobRolesalaryRange

Entry-Level

AI Engineer, Data Analyst, ML Engineer, Generative AI Specialist

₹6 LPA to ₹12 LPA

Mid-Level

Senior Data Scientist, AI Solution Architect, ML Project Lead, AI Product Manager

₹12 LPA to ₹25 LPA

Senior-Level

Chief AI Officer, Head of Data Science, AI Research Director, Technology Entrepreneur

₹25 LPA to ₹50 LPA+

Top Recruiters Hiring M.Tech – Generative AI & Data Science (Executive) Graduates

industryrecruiterssalaryRange

Artificial Intelligence & ML

Google AI, Microsoft, OpenAI, NVIDIA, IBM Research

₹12-40 LPA

Data Analytics & Business Intelligence

Fractal Analytics, Mu Sigma, Tiger Analytics, LatentView

₹10-35 LPA

Tech Product Companies

Amazon, Flipkart, Microsoft AI, Adobe, SAP Labs

₹12-45 LPA

Startups & AI Innovation

AI-driven Startups, SaaS Firms, FinTech AI Labs

₹10-40 LPA+

Research & Academia

IIT Research Labs, DRDO AI Labs, Semiconductor & AI R&D Labs

₹8-25 LPA

FAQ's | Frequently Asked Questions

Yes, the program is offered by Indian Institute of Technology Jammu, known for high-quality technical education and advanced programs in AI and data science.



    Graduates can pursue roles such as AI Engineer, Data Scientist, Machine Learning Specialist, Generative AI Expert, Data Analytics Consultant, and AI Product Manager across industries.



      Yes, the Executive M.Tech program is designed to support working professionals who want to enhance their AI and data science expertise while continuing their careers.



        Yes, the curriculum includes hands-on coding labs, AI model development projects, analytics assignments, and practical applications of generative AI to real-world business scenarios.



          Applicants must hold a BE/B.Tech or MSc in a relevant field with a minimum of 60% marks and have at least 2 years of professional work experience. Candidates must also qualify the institute’s short qualifying test. The program duration is typically 2 years.