PGDM Specialisation
IT & Analytics Domain
Where management instinct meets data intelligence. Not to make you a coder, but to make you the person who knows exactly what to build, why, and when.
The Big Picture
Not a Coding Boot Camp. An Analytics State of Mind.
The IT & Analytics domain at XIME Chennai is built on a single conviction: the most dangerous person in a boardroom is one who can speak the language of data and business. Our programme does not set out to produce computer scientists. It sets out to produce judgement-heavy, tool-agnostic managers who know how to tame technology, not just consume it.
Every course in this domain ships with a clear TTF: Tools, Technologies & Frameworks, so you always know what you will be working with. The tools may evolve. Your ability to pick up any tool and deploy it for business impact? That is permanent.
What Makes It Different
- Integrated IT, analytics and business orientation.
- Industry-practitioner-led teaching model.
- Role-linked elective pathways and majors.
- Open-source, industry-ready tool ecosystem.
Each course publishes its TTF upfront, and the TTF evolves as the industry evolves, without changing the underlying learning outcomes.
Why This Domain
Six Things That Set Us Apart
Most programmes treat technology and analytics as separate tracks. Here, they are one, because in every real organisation, they are inseparable.
You will learn concepts through tools, not be bound by them. Master one tool and you adapt instantly to any other. Every employer runs a different stack. You will fit right in.
Every course is taught by industry veterans, many occupying C-suite and senior decision-making positions, who bring real war stories, not textbook cases.
Thirteen role tracks. Each with a recommended elective map. You do not just pick courses. You build a portfolio that speaks directly to the job you are targeting.
AI Product Manager. Decision Scientist. GenAI Strategy Consultant. Data Governance Analyst. These are not future jobs. They are live, growing, and hiring now in India.
Every tool students use: Python, R, Power BI, PostgreSQL, ChatGPT, GitHub is free. Zero licensing cost. Open-source first, industry-ready always.
Who Teaches You
Practitioners, Not Theorists
The Analytics domain at XIME Chennai is taught almost entirely by industry professionals who continue to hold senior positions in their organisations. They come not just to deliver lectures, but to train, drawing from live business situations they are navigating right now.
Our visiting faculty collectively span the full width of the domain. When they share a war story, it is from a war still in progress.
This is deliberate. You graduate knowing not just the concepts, but how they play out under real organisational pressure, politics, and deadlines.
Every Course Has a TTF
Each course in this domain publishes its Tools, Technologies & Frameworks (TTF) upfront. You know exactly what you will be using before the term starts. The TTF evolves as the industry evolves, without changing the underlying learning outcomes.
The Curriculum
Electives by Term
Year 2 is where the specialisation kicks in. Across three terms, you build depth in analytics, technology strategy, and AI, choosing a path aligned to your target roles. A minimum of 6 electives across Terms 4, 5 and 6 is required to claim the Analytics major.
Term 4 Foundation Layer (4 Electives)
| Course | Code | Tools / Technologies / Frameworks | Pre-requisite |
|---|---|---|---|
| Business Analytics | BA | Python (Pandas, NumPy, Scikit-learn), R + RStudio, Jupyter Notebook | SMDM, DTAI (Year 1) |
| Data Management, Warehousing & Business Intelligence | DMBI | PostgreSQL + pgAdmin, Power BI Desktop, Databricks Community Edition, Google BigQuery | SMDM (Year 1) |
| Digital Project Management | DPM | Jira (free tier), Trello, PMBOK and Agile frameworks | None |
| Business Forecasting | BUFO | Excel with Analysis ToolPak, SPSS / JMP, Facebook Prophet (faculty demo only) | SMDM (Year 1) |
Term 5 Analytical Depth (4 Electives)
| Course | Code | Tools / Technologies / Frameworks | Pre-requisite |
|---|---|---|---|
| Applied AI & ML for Business | AAML | Python via Google Colab, Scikit-learn, SHAP, ChatGPT / Gemini free tiers | DTAI (Year 1). Recommended: BA (T4) |
| Statistical Inference & Modelling | SIM | Excel with Analysis ToolPak, SPSS / JMP, R | SMDM (Year 1) |
| Agile Product Development | APD | Jira, Miro, VS Code, GitHub Copilot (free for students) | Recommended: DPM (T4) |
| Cloud & IoT Strategy for Business | CISB | AWS Free Tier, GCP Free Tier, Excel for TCO modelling | DTAI (Year 1). Recommended: DMBI (T4) |
Term 6 Strategic & AI Integration (3 Electives)
| Course | Code | Tools / Technologies / Frameworks | Pre-requisite |
|---|---|---|---|
| GenAI & Enterprise AI Strategy for Business | GESB | ChatGPT / Gemini / Claude APIs, LangChain, Streamlit, n8n / Zapier | AAML (T5). Recommended: DMBI (T4) |
| Digital Strategy & Transformation | DST | COBIT 2019, ITIL 4, BCG/McKinsey frameworks, Excel for TCO/ROI | DTAI (Year 1). Recommended: CISB (T5) |
| Technology Governance, Risk & Compliance | TGRC | NIST CSF 2.0, ISO 27001, FAIR Model, India DPDP Act 2023, COBIT 2019 | DTAI (Year 1). Recommended: DMBI (T4) |
Career Mapping
Course Pathways for Roles
Use this as your cheat sheet. Bold entries are must-haves for that role. Non-bold are strongly recommended. Prioritise the bold ones, then fill remaining slots from the same track.
Course Code Reference
Table 1: Primary Tracks Established roles with proven placement
| Track | Key Roles / Paired Domain | BA | DMBI | DPM | BUFO | AAML | SIM | APD | CISB | GESB | DST | TGRC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Business & Consulting Analytics | Business Analyst, Data Analyst, Risk Analyst, Associate Consultant | M | R | M | R | M | R | M | R | M | M | |
| Digital & Product Analytics | Digital Analyst, Product Analyst, Presales Consultant | M | R | M | M | R | R | M | R | |||
| Analytical Depth | Senior Data Analyst, Forecasting Analyst, BI Analyst | M | M | R | M | R | M | R | M | |||
| Technology Consulting & Strategy | IT Strategy Consultant, Digital Transformation Consultant, PM | M | M | M | M | R | M | M | R | |||
| Risk, Cyber & Governance | Digital Risk Specialist, IT Auditor, Compliance Analyst | M | M | R | R | R | R | R | M |
Table 2: Dual Specialisation Tracks Analytics + domain area
| Track | Key Roles / Paired Domain | BA | DMBI | DPM | BUFO | AAML | SIM | APD | CISB | GESB | DST | TGRC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Supply Chain / Operations Analytics | Operations area electives | M | R | R | M | R | R | R | R | R | ||
| Marketing Analytics | Marketing area electives | M | R | R | R | M | R | R | M | R | ||
| Financial Analytics | Finance area electives | M | M | R | M | M | M | R | R | |||
| HR Analytics | HR area electives | M | R | R | R | R | R | R |
Table 3: Emerging Tracks Validated, high-growth roles
| Track | Role / Paired Domain | BA | DMBI | DPM | BUFO | AAML | SIM | APD | CISB | GESB | DST | TGRC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AI Product Manager | Associate AI PM, AI Features PM | M | R | M | M | R | M | M | R | |||
| Decision Scientist | Decision Scientist (Mu Sigma, Fractal, EXL, AmEx) | M | M | R | R | M | M | M | ||||
| AI / GenAI Strategy Consultant | AI Strategy Consultant, Data & AI Consultant (McKinsey, BCG, Accenture) | R | M | M | R | R | M | M | R | |||
| Data Governance / CDO Track | Data Governance Analyst, Data Privacy Officer, Data Steward | M | M | R | R | R | R | R | M |
Where You Can Go
Roles You Can Target
From proven placement roles to high-growth emerging opportunities, the Analytics domain prepares you across a wide spectrum.
Problem structuring, hypothesis-driven analysis, KPI design and stakeholder communication.
Customer journey analysis, funnel metrics, experimentation and data-driven product decisions.
Technology evaluation, ROI justification, governance frameworks and vendor strategy.
Cyber risk quantification, DPDP Act compliance, IT audit and regulatory frameworks.
Bridging business strategy and AI reality. Approx. 9,000 open roles on Glassdoor India. 30% year-on-year growth globally.
Answers what should we do by integrating statistical modelling, behavioural economics and business framing.
AI use-case identification, ROI modelling and enterprise AI deployment. McKinsey, BCG X, Accenture AI are hiring.
DPDP Act 2023 enforcement is creating sustained demand. GCCs growing headcount 18 to 27 percent annually.
Your Technology Arsenal
The Software Stack
Open-source first. Every tool listed below is free. No licensing cost, no vendor lock-in, just the tools that industry actually uses.
Programming & Analytics
Data Visualisation & BI
Databases & SQL
AI & GenAI Tools
Cloud & Infrastructure
Governance Frameworks
Project / Agile
Device Policy
BYOD: Bring Your Own Device
XIME Chennai follows a Bring Your Own Device policy. Every student is expected to own a laptop. The laptop is your primary learning device. No dependency on computer labs for any coursework. All tools install and run locally on your machine.
Recommended Laptop Specifications
Accounts to Create Before Joining (All Free)
- OpenAI (chat.openai.com): Free account for ChatGPT and GPT Builder access
- Google Account: For Gemini, Google Colab, Looker Studio and Kaggle
- Microsoft Account: For Copilot, Power BI Service and Copilot Studio free tier
- GitHub (github.com): Free account for code sharing, version control and portfolio building
- Kaggle (kaggle.com): Free account for datasets, notebooks and learning pathways
- AWS (aws.amazon.com): Free tier account for Cloud and IoT Strategy for Business elective
- Tableau Public (public.tableau.com): Free account for Data Visualisation coursework
Domain Leadership
Meet the Area Head
IT & Analytics Domain | Area Head
Prof. Swaminathan Nagarajan
"An alumnus of IIM Calcutta with 35+ years of making technology work for business, not the other way around."
Academic Role at XIME Chennai
Associate Professor and Area Head, IT & Analytics Domain. Teaches and designs curriculum across Digital Strategy, IT Consulting, Business Analytics, and Gen AI courses.
Brings a rare combination: deep practitioner credibility built over three decades, and the classroom discipline to translate that into structured learning. Students get the war stories and the frameworks behind them.
Active researcher and columnist. Published articles on Digital Transformation, AI Strategy, Decision Science, and Process Mining. Speaker at international academic conferences.