Are AI layoffs at McKinsey and consulting firms a real threat for IIM Calcutta grads?
The short answer is: yes, it is a real threat, but a differentiated one. Not every IIM Calcutta graduate in consulting faces the same level of risk, and the pattern breaks down quite clearly by performance tier.
The Three-Tier Reality
Recent observations from people who have moved through consulting careers point to a consistent segmentation:
- Top 5-10% (strong performers): AI functions as a productivity multiplier for this group. Output quality rises, compensation accelerates, and client-facing credibility compounds. This cohort is not threatened - it is advantaged.
- Middle 65-70% (solid but not exceptional): This is the uncomfortable majority. Work is not immediately automatable, but the pressure to upskill is real and sustained. Promotion cycles slow. The next two to three years will involve genuine uncertainty for people in this band.
- Bottom 25% (under-performers): The clearest displacement risk. Routine work - basic research, slide formatting, standard model-building - maps closely to what AI tools already handle well.
The framing from people who have watched this play out is that the bottom quartile faces replacement risk, the top decile faces opportunity, and the large middle faces an extended period of existential pressure rather than immediate job loss.
What McKinsey's Reported Layoffs Actually Look Like
The AI-related headcount reductions that have been reported at McKinsey and similar firms have largely concentrated in back-office, non-client-facing roles, not in junior consultant positions on active engagements.
IIM C grads entering at the junior consultant level are not the primary target of these cuts, at least not yet. That could change, but the current evidence does not support the "junior consultants are getting replaced" narrative at MBB specifically.
Roles Most at Risk vs. Least at Risk
| Risk Level | Roles |
|---|---|
| Higher risk | Junior analyst roles at Big 4 consulting (data entry + routine modeling); research analyst positions at tier-2 consulting; back-office strategy roles; formatting and model-heavy positions |
| Lower risk | Senior consultant and manager roles at MBB (client relationship + strategy synthesis); expert network and deep-domain advisory; C-suite advisory; implementation and change management consulting |
The pattern is consistent: roles that are primarily relational, synthesizing, and judgment-heavy are durable. Roles that are primarily production-oriented are not.
What IIM C Grads Should Actually Do
Given that IIM C's 2024 batch average sits at approximately Rs 34.2 LPA against fees of Rs 27.0L, the ROI calculus is tight enough that the mid-career risk matters. Staying in the top tier is not optional - it is the whole strategy.
- 01Master AI tools actively, not defensively. ChatGPT, Claude, and coding assistants used well make a junior consultant measurably more productive. Use them to pull ahead, not just to keep up.
- 02Build domain depth in two or three industries. Generalist research is automatable. Sector-specific judgment is not.
- 03Prioritize client-facing exposure early. Request project roles that put you in front of clients, even in a supporting capacity.
- 04Develop basic data science and coding literacy. You do not need to become an engineer, but being fluent enough to scope and critique AI-assisted analysis is increasingly baseline.
- 05Build lateral optionality. Networks within and outside consulting matter more when internal promotion pipelines compress.
The Non-AI Factor That Gets Underweighted
Corporate politics and internal favoritism remain a bigger short-term driver of consulting career outcomes than AI displacement for most people. Allocation to high-visibility projects, access to strong mentors, and political capital within a practice group are what separate the top 10% from the middle tier in practice - not just technical skill.
Students who join consulting often underweight this until they are inside.
On Switching to In-House Strategy
The ex-MBB credential does translate - people with three to five years of consulting experience typically land strategy roles in the Rs 32 to 50 LPA range, with a better title. But the hours do not reliably improve.
Work-life balance does not reset on exit. That trade-off is worth knowing before framing the move as an escape hatch.
If you want to map your profile against consulting-track placements from IIM C specifically, compare it against peer schools to understand whether the consulting pipeline there fits your target firms.