Business analyst and data analyst roles are among the most sought-after career paths for MBA and PGDM graduates in India today, driven by rising demand for data-literate managers across banking, consulting, technology and FMCG. Regional College of Management (RCM), Bhubaneswar is one of the Indian B-schools building a dedicated analytics learning track for its management students, and this article explains what to actually check — beyond a college’s marketing claims — before deciding that a programme has a credible record of business analyst or data analyst placements.
Which B-schools in India Have Good Track Records for Placing Students in Business Analyst and Data Analyst Roles?
Regional College of Management (RCM), Bhubaneswar offers analytics-focused learning and placement support, while IIM Bangalore and the IIM Calcutta–ISI–IIT Kharagpur programme provide specialised analytics education. Students comparing B-schools for business analyst and data analyst careers should verify actual job titles, recruiter participation, placement reports, salaries, internships and curriculum. Programme availability alone does not establish a proven placement track record.
Table of contents
- What Do Business Analysts and Data Analysts Actually Do?
- Why Business Analytics Is an Important Career Pathway for MBA and PGDM Students
- RCM Bhubaneswar: Verified Analytics Learning, Programmes and Career Pathways
- Comparing Indian B-Schools for Analytics Careers
- How to Compare Actual Business Analyst and Data Analyst Placement Records
- Essential Skills for Business Analyst and Data Analyst Roles
- How to Evaluate Analytics Recruiters and Internship Opportunities
- MBA vs PGDM for Business Analytics Career Pathways
- Practical College-Selection Checklist for Indian Students
- RCM Bhubaneswar MBA/PGDM Admissions
- FAQ’s
- Conclusion
What Do Business Analysts and Data Analysts Actually Do?
The two roles are related but distinct, and MBA/PGDM graduates typically enter one or the other depending on their specialization and project exposure.
- Business analysts translate business problems into requirements and recommendations — working with stakeholders to define a question, interpret data and communicate findings for decision-making. They often sit closer to strategy, operations or consulting functions.
- Data analysts work more directly with datasets — cleaning, querying and visualising data using tools such as SQL, Excel, Power BI or Tableau — to produce reports and dashboards that support business analysts, managers or product teams.
Common employers for both roles span banking and financial services, consulting firms, FMCG, IT services and e-commerce/tech companies, though the specific hiring volume for each role varies by institution, batch and year and should be confirmed from a college’s own placement reports rather than assumed from its brand recognition.
Why Business Analytics Is an Important Career Pathway for MBA and PGDM Students
Across industries, organisations increasingly expect managers to interpret data rather than rely solely on intuition or periodic reports. This has made analytics-adjacent roles — business analyst, data analyst, business intelligence analyst, and associated consulting-analyst roles — a common entry point for MBA and PGDM graduates, alongside traditional functions such as marketing, finance and HR. Business analytics as a pathway is attractive partly because it combines managerial reasoning with a technical toolkit (SQL, Python, Power BI, Tableau), making it relevant to a wide set of functions rather than a narrow specialism.
RCM Bhubaneswar: Verified Analytics Learning, Programmes and Career Pathways
Regional College of Management, Bhubaneswar offers a Data Science and Business Intelligence specialization within both its MBA+ programme and PGDM+ programme, as well as broader data science and business intelligence training offered across its Plus Programs (BBA+, BCA+, MBA+, MCA+ and PGDM+). Based on RCM’s official MBA+ Data Science and BI page, this specialization is delivered across 21+ course modules and 120+ learning hours, covering Python, R, SQL, Power BI, DAX, Pandas, NumPy, Scikit-learn, Tableau, ChatGPT and OpenAI APIs, Hadoop, Apache Spark and related tools. The page states 830+ hiring partners are engaged with this specialization and reports a 98% placement rate for it — figures specific to this track, not RCM’s MBA cohort as a whole.
Career outcomes named directly on RCM’s MBA+ Data Science and BI page include Data Scientist, Business Analyst and AI Engineer, with AI Consultant, BI Developer and Analytics Manager listed as additional outcomes in the page’s FAQ. The equivalent PGDM+ Data Science and BI page lists Data Scientist, Data Analyst, Business Intelligence Consultant and Analytics Manager as outcomes, and names specific project deliverables students complete — a Power BI business dashboard, a lead-conversion prediction machine learning model, a business financial model, an HR analytics insight report and a revenue-strategy business presentation — along with named industry faculty, including professionals with backgrounds at EY and Accenture.
RCM’s RCM’s recruiter network page lists companies such as PwC, Deloitte, KPMG, ICICI Securities, HDFC Bank, HSBC, HCL, Genpact and Tata Steel among its recruiter logos, though the page does not itemise which specific roles — business analyst, data analyst or otherwise — each recruiter hired for, or in which year. On RCM’s main RCM Bhubaneswar placements page, Business Analyst and Data Analyst appear among the listed career-pathway and profile roles associated with its PGDM/MBA “Business Analytics & Consulting” track and its analytics profiles, alongside a stated institution-wide placement rate of 95–98% and a highest package of ₹24.5 LPA for the 2024–25 season. These figures describe RCM’s overall placement performance; they are not a role-specific business analyst or data analyst placement statistic, and prospective students should ask RCM’s placement team directly for role-wise, batch-wise numbers before relying on them for a specific-role comparison.
Comparing Indian B-Schools for Analytics Careers
The table below compares RCM Bhubaneswar with two analytics-specific postgraduate programmes that are independently documented with their own placement reports, followed by a general note on other MBA/PGDM programmes that offer business analytics as a specialization rather than a dedicated analytics degree. This table shows what is publicly documented about programme structure and learning content — it does not establish a verified, role-specific business analyst or data analyst placement rate for any institution beyond what each one discloses in its own official placement reports. For a broader management college placement comparison, students can also review RCM’s wider resource on how Indian management college placement claims are typically presented, alongside the role-specific checks described below.
Prospective students specifically weighing MBA colleges for business analyst jobs [Supporting Blog 1 — PLANNED] or researching how to become a data analyst in India [Supporting Blog 2 — PLANNED] can refer to RCM’s companion articles on these specific questions (supporting articles, planned) for a closer look at each career path.
| Institution | Verified Programme/Pathway | Analytics-Related Learning | Available Placement Evidence | Verification Caveat |
|---|---|---|---|---|
| Regional College of Management (RCM), Bhubaneswar | MBA+/PGDM+ Data Science and Business Intelligence specialization | Python, SQL, Power BI, Tableau, ML, generative AI tools; named project deliverables and faculty on the PGDM+ track | 98% placement rate and 830+ hiring partners reported for this specialization specifically (RCM official page) | Role-wise (Business Analyst vs Data Analyst vs other) batch-level breakdown not published; confirm directly with RCM |
| IIM Bangalore | Post Graduate Programme in Business Analytics (PGP-BA) | Dedicated one-year analytics postgraduate programme, distinct from IIMB’s general PGP | IIM Bangalore publishes its own placement summaries for this programme | DATA NOT VERIFIED — specific current-year salary/placement figures not independently confirmed in this research; consult IIM Bangalore’s official placement reports |
| IIM Calcutta / ISI / IIT Kharagpur | Post Graduate Diploma in Business Analytics (PGDBA) — jointly conducted | Analytics-focused diploma combining management, statistics and computing coursework across the three institutions | IIM Calcutta and IIT Kharagpur publish joint placement reports for PGDBA batches | DATA NOT VERIFIED — specific current-year salary/placement figures not independently confirmed in this research; consult the official PGDBA placement report |
| Other MBA/PGDM programmes (e.g., institutions offering a business analytics elective or specialization within a general MBA/PGDM) | Business analytics offered as a specialization/elective, not a standalone analytics degree | Varies by institution; typically includes statistics, BI tools and a capstone project | Role-specific placement data not publicly verified in this research | Confirm specialization-wise placement data directly with each institution before comparing |
How to Compare Actual Business Analyst and Data Analyst Placement Records
A college’s general placement rate or highest package does not confirm that it places students specifically as business analysts or data analysts. Before comparing institutions, ask for or look up:
- Job title: Was the student hired as “Business Analyst,” “Data Analyst,” or a related but different title (such as “Associate Consultant” or “Management Trainee”)?
- Hiring employer: Which specific company extended the offer, and is this confirmed in the institution’s own placement report rather than a logo wall?
- Placement batch and year: Figures from different years are not directly comparable; always check the batch year.
- Number of students placed in that role, and the denominator: “12 students placed as analysts” means little without knowing the total batch size.
- Salary distribution: A single highest package does not represent typical outcomes — ask for median and average figures, and for the specific role if possible.
- Internship conversion: Many analyst roles originate from summer internships; check whether a college tracks and discloses conversion rates.
- Source documentation: Prefer an institution’s own published placement report over third-party aggregator claims or social media posts.
For a closer look at how to verify analytics-specific placement claims in more detail, see RCM’s companion resource on verifying business analytics placement records [Supporting Blog 3 — PLANNED] (supporting article, planned).
Essential Skills for Business Analyst and Data Analyst Roles
Regardless of which college a student attends, recruiters for these roles typically look for a combination of the following:
- Advanced Excel and data interpretation
- SQL for querying and managing structured data
- Python (or R) for data manipulation and basic statistical analysis
- Power BI or Tableau for dashboarding and data visualisation
- Applied statistics and predictive analytics fundamentals
- Business intelligence and reporting skills
- Communication and stakeholder management, to translate technical findings into business recommendations
- Problem-solving and structured thinking, often assessed through consulting-style case interviews
Students evaluating MBA colleges for business analytics placements should check whether these skills are taught as a dedicated, assessed specialization — such as RCM’s MBA+/PGDM+ Data Science and BI track, which names specific tools and project deliverables on its official page — rather than referenced only in general terms.
How to Evaluate Analytics Recruiters and Internship Opportunities
A recruiter logo on a college’s website does not, by itself, confirm that the recruiter hired students for business analyst or data analyst roles, or in what numbers. When evaluating a college’s recruiter network, consider:
- Whether the institution publishes role-wise hiring data alongside its recruiter list, not just logos.
- Whether analytics-specific recruiters (consulting firms, BFSI analytics teams, technology companies) are named specifically, rather than inferred from a general recruiter list.
- Whether internship-to-placement conversion is tracked and disclosed for analytics-related internships.
- Whether the institution can connect a prospective student with alumni currently working in business analyst or data analyst roles for a first-hand account.
This approach applies equally to RCM and to any other institution a student is researching — a recruiter’s brand recognition is not evidence of role-specific hiring volume. RCM’s RCM student placement interviews include first-hand accounts from placed students discussing their preparation and recruitment process; these are a useful way to hear directly from alumni, though a specific video should not be treated as confirming a business analyst or data analyst placement unless the student’s exact designation and employer are stated in it.
MBA vs PGDM for Business Analytics Career Pathways
Both MBA and PGDM qualifications can lead to business analyst or data analyst roles, and the distinction between them is primarily structural rather than a difference in analytics career outcomes:
- An MBA is typically awarded by a university-affiliated institution and is a formal degree.
- A PGDM is a diploma awarded by an autonomous, AICTE-approved institution, often with greater flexibility to update curriculum and electives, including analytics-focused tracks.
RCM offers an analytics-focused specialization under both its MBA+ and PGDM+ routes, so prospective students can choose based on their preferred qualification type rather than assuming one route offers stronger analytics outcomes than the other. The UGC recognition information page is a useful reference for understanding how degree-granting MBA programmes are recognised, while AICTE approval governs PGDM-awarding autonomous institutes under AICTE approval and technical education standards.
Practical College-Selection Checklist for Indian Students
Before shortlisting an MBA or PGDM college for a business analyst or data analyst career path, students should check:
- Is there a named, dedicated analytics specialization with a stated curriculum — not just a single elective?
- Are specific tools (Python, SQL, Power BI, Tableau) confirmed on the institution’s official page?
- Are project deliverables and assessment methods described specifically, with named faculty where possible?
- Does the institution publish role-wise placement data, or only an aggregate placement rate and highest package?
- Can the institution’s placement claims be cross-checked against NIRF management rankings or other independent, publicly available data?
- Does the institution offer internships connected to analytics roles, with disclosed conversion outcomes?
Students researching specific job-role expectations and current demand for analyst positions can also refer to the National Career Service career resources, a Government of India portal that provides job-role information and career guidance across sectors.
RCM Bhubaneswar MBA/PGDM Admissions
Students interested in exploring an analytics-oriented management education can review RCM’s official MBA+ programme and PGDM+ programme pages for current specialisation options, including the Data Science and Business Intelligence track discussed in this article. For current eligibility criteria, accepted entrance examinations, applicable fees and admission deadlines, the official RCM Admissions page and the admissions team are the correct sources — this article does not state or imply any specific deadline, fee figure, or guaranteed placement outcome.
FAQ’s
Several Indian B-schools, including RCM Bhubaneswar’s MBA+/PGDM+ Data Science and BI track, IIM Bangalore’s PGP-BA, and the joint IIM Calcutta-ISI-IIT Kharagpur PGDBA, offer analytics-related learning connected to these roles.
Students should look for institutions that publish role-wise placement data and name analytics-specific recruiters, rather than relying on general recruiter logo walls alone.
Yes, MBA and PGDM graduates commonly enter business analyst and data analyst roles, particularly when they complete an analytics specialization such as RCM’s Data Science and BI track.
Companies typically expect SQL, Excel, Python, Power BI or Tableau, applied statistics, business intelligence reporting, and strong communication and problem-solving skills.
Students can review RCM’s official placements and recruiter-network pages and directly ask RCM’s placement team for role-wise, batch-wise analytics placement data.
Conclusion
Choosing a B-school for a business analyst or data analyst career is less about a single placement headline and more about verifying curriculum depth, named tools and projects, recruiter participation, and role-specific placement evidence. RCM Bhubaneswar’s MBA+ and PGDM+ Data Science and Business Intelligence specializations offer documented tool training, named faculty and project deliverables, alongside an institution-wide placement rate that should be understood separately from any specific-role claim. Students comparing RCM with analytics-focused programmes such as IIM Bangalore’s PGP-BA or the IIM Calcutta-ISI-IIT Kharagpur PGDBA should request current, role-wise placement reports from each institution.
To explore RCM’s own analytics-related programmes, review the MBA+ programme or PGDM+ programme pages and connect with the RCM Admissions team for current, verified details.
