PG Certificate in Forward Deployed AI Engineering
This Post Graduate Certificate Program in Forward Deployed AI Engineering, offered by IIT Roorkee through Futurense, is a 3-month intensive program designed to produce client-facing AI professionals who can design, prototype, and deploy enterprise-grade AI systems. The program bridges the gap between AI technology and real business outcomes, preparing learners to operate at the intersection of software engineering, product thinking, and consulting.\n\nThe curriculum spans 14 modules across four phases: Enterprise AI Foundations, GenAI and RAG Foundations, AI Limitations and Agentic AI, and Applied AI Strategy and Case Labs. Learners gain hands-on experience with 30+ AI tools including LangChain, LlamaIndex, CrewAI, AutoGen, and major LLM platforms. Through the Futurense AI Clinic, participants work on live enterprise projects and build 15+ portfolio-ready artefacts.\n\nThe program includes comprehensive career support—resume building, mock interviews, interview playbooks, access to the Futurense Job Board, and networking via the Futurense Leadership Council (FLC), a collective of CXOs and AI leaders from global Fortune 500 companies. Graduates are positioned for high-impact roles such as Forward Deployed AI Engineer, Applied AI Engineer, GenAI Consultant, and AI Solutions Engineer.
₹ 45,000
English
English
Overview
This Post Graduate Certificate in Forward Deployed AI Engineering is offered by the Continuing Education Centre (CEC) of IIT Roorkee in collaboration with Futurense. IIT Roorkee, founded in 1847, is one of India's oldest and most prestigious institutions with a legacy of academic leadership and technological innovation. The program is designed for professionals and graduates who want to move beyond theoretical AI knowledge into production-ready, client-facing AI deployment roles.
The 3-month program (approximately 85 learning hours) is structured as a weekend live online program with an optional 2-day campus immersion at IIT Roorkee Research Park. It spans four progressive phases: Enterprise AI Foundations, GenAI and RAG Foundations, AI Limitations and Agentic AI, and Applied AI Strategy and Case Labs. Learners work across 30+ AI tools and build 15+ portfolio artefacts including RAG architectures, red-team test reports, AI opportunity canvases, and a capstone deployment.
All learners receive access to the Futurense Bridge Course (valued at ₹29,000) at no additional cost, covering Python, MySQL, GenAI basics, and cloud foundations. Program Director is Prof. Gaurav Dixit, Associate Professor at DoMS, IIT Roorkee, with expertise in AI/ML, Information Systems, and Computational Social Science.
Why Technology & Analytics?
The Forward Deployed AI Engineer is one of the most in-demand and least-supplied roles in the global AI industry. This program is the world's first academic program structured around the FDE role—a client-facing, deployment-first AI professional who bridges the gap between enterprise business problems and scalable AI solutions. Unlike generic AI programs that focus on model building, this curriculum is built around real client engagement: from discovery sessions and problem scoping to PoV → PoC → MVP → deployment cycles.
Learners gain access to the Futurense Leadership Council (FLC)—a collective of CXOs, AI leaders, and digital transformation heads from Fortune 500 companies—providing mentorship, referrals, and career acceleration. The dual-track curriculum (Tech + Consulting) covers GenAI, RAG, Agentic AI, LLMOps, and enterprise AI strategy in a single program. The AI Clinic provides live enterprise project exposure, and graduates leave with 15+ portfolio-ready artefacts and a deployed capstone that demonstrates real deployment capability.
The IIT Roorkee certificate carries significant brand equity. The program's partnership with Futurense ensures job board access, mock interviews, interview playbooks, and salary negotiation support. With an optional 2-day campus immersion and a fully sponsored Bridge Course valued at ₹29,000 included, the program offers exceptional value for serious early-mover professionals.
What does this course have to offer?
Key Highlights
World's First Academic Program for Forward Deployed Engineers
Post Graduate Certificate from CEC, IIT Roorkee
Dual-Track Foundation: AI Engineering + Client Consulting
Progressive Pedagogy: No-Code to Low-Code to Full-Code
14 Curriculum Modules across 4 Phases
30+ Industry-Grade AI Tools
15+ Portfolio-Ready Artefacts
Live Enterprise Projects via Futurense AI Clinic
Optional 2-Day Campus Immersion at IIT Roorkee Research Park
Futurense Bridge Course (₹29,000 value) included free
Futurense Leadership Council (FLC) mentorship and networking
Structured Career Support including Job Board and Mock Interviews
Who is this programme for?
Software Developers and Engineers looking to move from building features to deploying AI in client environments
Data Analysts, ML Engineers, and AI Developers aiming to work closer to business and deployment
Early-Career Engineers and Freshers seeking a first-mover advantage in the FDE space
Consultants, Analysts, and Tech Professionals pivoting to AI deployment roles
Professionals with 0-3 years of experience in software, data, analytics, or AI
Minimum Eligibility
Bachelor's degree (minimum 3 years) in Engineering, Computer Science, IT, Mathematics, or related disciplines
MCA / M.Sc / M.Tech / MBA candidates with technical or analytical exposure are also eligible
Minimum 50% marks or equivalent CGPA required
Open to fresh graduates and early to mid-career professionals (0-3+ years)
Basic Python fundamentals and strong analytical thinking required
Must pass a 45-minute online qualifying test (logical reasoning, quantitative aptitude, digital and AI awareness)
Not sure whether you qualify for this programme?
Admission Overview
The PG Certificate in Forward Deployed AI Engineering is offered by the Continuing Education Centre (CEC), IIT Roorkee, in collaboration with Futurense. Admission requires a Bachelor's degree (minimum 3 years) in Engineering, Computer Science, IT, Mathematics, or related fields, with at least 50% marks or equivalent CGPA. MCA, M.Sc., M.Tech., and MBA candidates with technical exposure are also eligible. Freshers may apply; 1-2 years of relevant experience is preferred.
The admission process begins with online application submission and payment of a ₹5,000 non-refundable registration fee (adjusted against total fees). Shortlisted candidates take a 45-minute pre-screening qualifying test covering logical reasoning, quantitative aptitude, digital and AI awareness, and applied situational judgment—conducted online, MCQ-based. Qualified candidates receive an offer letter and must complete fee payment and Bridge Course enrollment before the program begins. Required documents include identity proof (Aadhaar and PAN), DOB proof, academic transcripts (10th, 12th, graduation), updated resume, and employment verification documents where applicable.
Selection process
How to apply?
Curriculum
The program curriculum is structured across 4 phases and 14 modules spanning approximately 85 learning hours over 3 months. Phase 1 (Enterprise AI Foundations) covers AI vs GenAI vs Agentic AI, data science pipelines, DL/NLP foundations, and GenAI basics. Phase 2 (GenAI and RAG Foundations) covers advanced prompt engineering using the role-task-context framework and RAG systems including embeddings, chunking, grounding, and hallucination control across 3 parts.
Phase 3 (AI Limitations and Agentic AI) addresses bias, adversarial prompts, attack/defense patterns, LLMOps cloud basics, latency/cost tradeoffs, and Agentic AI with multi-agent orchestration patterns. Phase 4 (Applied AI Strategy and Case Labs) covers systems thinking for AI, statistical thinking, ethical AI and governance frameworks, AI strategy aligned to KPIs, and cross-functional case studies from GCCs.
Participants also complete 10+ hands-on activities with AI tools and work on live enterprise projects through the AI Clinic. The Bridge Course covers Python, MySQL, GenAI basics, prompt engineering, and cloud foundations.
There are 6 semesters in this course
The program is divided into 14 modules across four phases. Phase 1 covers the enterprise AI landscape: understanding the differences between AI, GenAI, and Agentic AI with real adoption use cases; data science pipelines, data quality metrics, and visualization; deep learning and NLP foundations including embeddings, sequence models, and transformers; and GenAI foundations covering LLM versus ML distinctions, prompting basics, and cross-functional workflows. Phase 2 builds on GenAI with advanced prompt engineering using the role-task-context framework and chain-of-thought techniques, followed by a three-part deep dive into RAG systems covering embeddings, chunking strategies, grounding methods, hallucination control, and retrieval patterns. Phase 3 addresses AI limitations including bias, adversarial prompts, and attack/defense patterns; LLMOps cloud deployment basics with latency and cost tradeoffs; and Agentic AI systems covering autonomy, orchestration, and multi-agent design patterns. Phase 4 is applied and strategic, covering systems thinking for AI at the organizational level, statistical thinking for interpreting ML outputs and evaluating models, ethical AI and governance risk frameworks, AI strategy for business functions aligned to KPIs and roadmaps, and cross-functional mini-cases from Global Capability Centres (GCCs).
Module 1: FDE Mindset & Problem Structuring
Module 2: Data & Pipeline Thinking
Module 3: Prompt Engineering & LLM Workflows
Module 4: ML Foundations & Model Lifecycle
Module 5: Deep Learning and NLP
Module 6: Prototyping, Deployment & Consulting
Programme Length
3 Months (approximately 85 learning hours). Weekend live online sessions of 2-3 hours each day. Learners should commit approximately 10 hours per week. An optional 2-day campus immersion at IIT Roorkee Research Park may be offered at an additional cost.
Whom you will learn from?
Learn from top industry experts who bring real-world experience and deep knowledge to every lesson. The instructors are dedicated to help you achieve your goals with practical insights and hands-on guidance.
Tuition Fee
The total program fee is ₹45,000 plus 18% GST. A ₹5,000 non-refundable registration fee is required at the time of application and is adjusted against the total program fee. EMI options are available through partner NBFCs. Required documents for financing include PAN card, Aadhaar card, and bank statements for the last 3 months.
If a participant withdraws before the program start date, the program fee (excluding registration fee, GST, and any subvention or processing charges) is refundable. No refund is applicable once the program has commenced. An optional 2-day campus immersion at IIT Roorkee Research Park is available at an additional cost of approximately ₹10,000 (subject to actuals). Travel, boarding, and lodging for campus immersion are borne by the participant. Self-funding with flexible payment scheduling is also available.
Fee Structure
Payment options
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About the University
Established in 1847, IIT Roorkee is one of the oldest engineering institutions in India and was designated as an Indian Institute of Technology in 2001. Located in Roorkee, Uttarakhand, it is recognized for its academic excellence and research contributions in engineering, science, and technology. IIT Roorkee offers a variety of undergraduate, postgraduate, and doctoral programs across multiple disciplines.
6
NIRF Ranking (2024)
335
QS World University Ranking (2024)
23
Number of academic departments
Affiliation & Recognition
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Affiliation & Recognition
Featured Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
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Career services
The Placement and Internship Cell at IIT Roorkee provides comprehensive support for students' career development. Services include career counseling, resume workshops, job fairs, and networking events with industry professionals. The cell also facilitates internships and co-op opportunities to enhance practical experience.
95%
Placement rate
₹12 LPA
Average salary offered to graduates
200+
Number of recruiters visiting annually
Numerous
Internship Opportunities
₹ 45,000
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.