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Structured placement mentorship for high-impact analyst and business roles.

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Analyst fellowship cohort

Data, Business & Product Analyst Fellowship

πŸ“… Get Job/Internship Ready in Just 10 Days!

Live

2
months

Mentorship

Placement for
18M

50% OFF

39th cohort starts on

10th Oct

Cost

β‚Ή8,999/-β‚Ή17,998

!Price increase from 10th Oct 23:59

Price up in00h:00m:00s
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Cohort Highlights

Tap or hover to reveal full curriculum details

What Will You Learn?

Day 1 to 3

Introduction

  • 1What's App Group Formation & Rule Setting
  • 2Non-Tech Industry Overview & Essential Skills
  • 3Resume Crafting & Narrative Development
  • 4Aptitude & Puzzle-Solving Strategies Using AI
  • 5Project Building Using AI Tools (Manus, Claude)
  • 6LinkedIn & Naukri Profile Optimization.
  • 7Tools Setup: SQL, Python, Excel, Looker Studio.
Day 4 to 5

Guesstimates

  • 1Guesstimates Overview
  • 2Discussion of Various Approaches to Solve Guesstimates
  • 3The Universal Guesstimate Framework (Structure β†’ Assumptions β†’ Calculate β†’ Sanity Check)
  • 4Demonstrating Guesstimate Problems: Market sizes, populations, revenues
  • 5Guesstimates 101: Practice and Preparation
  • 6Three Mock Interviews: Guesstimate Round + Resume Round
Day 5 to 6

Business Case Problems

  • 1Case Study Overview: What is a case study and why it matters
  • 2Discussion of Various Approaches & Strategies to Solve Case Studies
  • 3Profitability Framework: Revenue tree, cost structure, EBITDA analysis
  • 4Market Entry Framework: TAM/SAM/SOM, 5 Forces, entry modes
  • 5Merger & Acquisition Overview: Synergies, due diligence, valuation basics
  • 6Three Mock Interviews: Profitability Case + Market Entry Case + Resume Round
Day 7 to 8

Business Case Problems

  • 1Guesstimates Doubt Clarification Session
  • 2Business Case Study (Doubt Practice): Solve real past cases
  • 3Profitability, Market Entry, M&A Framework β€” Advanced Applications
  • 4GTM (Go-To-Market) Strategy Framework
  • 5Business Case Study 101: Practice and Preparation
  • 6Three Mock Interviews: Full Case + GTM Case + Company-Specific Round
Day 9 to 10

Excel + Looker Studio β€” Data Visualization

  • 1Excel Advanced: VLOOKUP, HLOOKUP, XLOOKUP, INDEXMATCH
  • 2Statistical Formulas: SUMIF, SUMIFS, COUNTIF, AVERAGEIF
  • 3Text & Date Functions: CONCATENATE, TEXT, DATEDIF, EDATE
  • 4Looker Studio: Connect data sources, build dashboards
  • 5Looker Studio: Interactive filters, scorecards, geo charts, time series
  • 6Dashboard Design: Color theory, layout, storytelling with data
  • 7Three Mock Interviews
Day 11 to 14

SQL β€” Database Mastery

  • 1SQL Fundamentals: SELECT, WHERE, GROUP BY, ORDER BY, HAVING
  • 2SQL All Functions: String, Date, Aggregate, Math functions
  • 3Joins Mastery: INNER, LEFT, RIGHT, FULL OUTER, CROSS, SELF joins
  • 4Window Functions: ROW_NUMBER, RANK, DENSE_RANK, LAG, LEAD, NTILE
  • 5SQL Database Design: Normalization, ERD, Foreign Keys
  • 6SQL Problem Practice: 50+ real interview
  • 7Three Mock Interviews
Day 15 to 17

Python

  • 1Introduction to Python: Setup, syntax, first program, variables, data types, operators, I/O
  • 2Control Flow: if/else, for loops, while loops, list comprehension and data structures β€” lists, tuples, sets, dictionaries
  • 3String Manipulation, Regular Expressions and Pandas (DataFrames, groupby, merge), NumPy
  • 4Data Cleaning: Handling nulls, duplicates, outliers, type conversions
  • 5Visualization: Matplotlib, Seaborn β€” bar charts, histograms, heatmaps
  • 63 Mock Interviews: Python Technical, EDA Case, and Company-Specific
Day 18 to 19

Product

  • 1Product Case Studies: Overview and structured approach
  • 2KPI Questions: Defining metrics for success, North Star Metric
  • 3Product Improvement Framework: Identify β†’ Prioritize β†’ Design β†’ Measure
  • 4RCA (Root Cause Analysis): Why a metric dropped β€” structured investigation
  • 5GTM (Go-To-Market) Strategy: Product launch playbook
  • 6RAC Framework: Responsible, Accountable, Consulted
  • 7Three Mock Interview
Day 20 to 21

Product

  • 1Agile & Scrum in Project Management: Sprints, standups, backlogs
  • 2Product Lifecycle & Roadmaps: Prioritization with RICE, MoSCoW
  • 3Wireframing & Prototyping: Balsamiq basics
  • 4Writing PRDs & MRDs: Product Requirements Documents
  • 5Mock Interviews: Product Case, KPI Round, and PM Company-Specific
  • 6Company Prep: Unifyapps, AdvantageClub, Meesho PM interview formats
  • 73 Mock Interview

Program Timeline

Detailed week-by-week schedule covering Live Sessions, Mentor Labs, and Placement Updates.

Day / Theme

Session 1

  • β€’(Live Content)

Session 2

  • β€’(Live Content)

Mentor Labs / Mocks

Mentor Mock Interviews
  • β€’(Tue / Thu / Fri)

Placement Update

Placement Update
  • β€’(Sat 10 PM)

Day 1–3 (Oct 10–12)

1β€’ WhatsApp Group Formation & Rule Setting

  • β€’2β€’ Non-Tech Industry Overview & Essential Skills
  • β€’3β€’ Resume Crafting & Narrative Development
  • β€’4β€’ Aptitude & Puzzle-Solving Strategies Using AI

5β€’ Project Building Using AI Tools (Manus, Claude)

  • β€’6β€’ LinkedIn & Naukri Profile Optimization
  • β€’7β€’ Tools Setup: SQL, Python, Excel, Looker Studio

Mentor Labs / Mocks

Resume Round
  • β€’(Peer intro + narrative check)

Placement Update

Sat Oct 13
  • β€’Cohort kickoff + placement orientation

Day 4–5 (Oct 13–14)

1β€’ Guesstimates Overview

  • β€’2β€’ Discussion of Various Approaches to Solve Guesstimates
  • β€’3β€’ The Universal Guesstimate Framework
  • β€’ (Structure β†’ Assumptions β†’ Calculate β†’ Sanity Check)

4β€’ Demonstrating Guesstimate Problems:

  • β€’ Market sizes, populations, revenues
  • β€’5β€’ Guesstimates 101: Practice and Preparation
  • β€’6β€’ Three Mock Interviews: Guesstimate Round + Resume Round

Mentor Labs / Mocks

Mock 1: Guesstimate Round
  • β€’Mock 2: Resume Round
  • β€’Mock 3: Guesstimate (advanced)

Placement Update

Sat Oct 20
  • β€’Placement Update #2
  • β€’(Internship openings shared)

Day 5–6 (Oct 14–15)

1β€’ Case Study Overview: What is a case study and why it matters

  • β€’2β€’ Discussion of Various Approaches & Strategies
  • β€’3β€’ Profitability Framework: Revenue tree, cost structure, EBITDA analysis

4β€’ Market Entry Framework: TAM/SAM/SOM, 5 Forces, entry modes

  • β€’5β€’ M&A Overview: Synergies, due diligence, valuation basics
  • β€’6β€’ Three Mock Interviews: Profitability Case + Market Entry Case + Resume Round

Mentor Labs / Mocks

Mock 1: Profitability Case
  • β€’Mock 2: Market Entry Case
  • β€’Mock 3: Resume Round

Placement Update

Sat Oct 20
  • β€’Placement Update #3
  • β€’(Consulting roles featured)

Day 7–8 (Oct 16–17) I

1β€’ Guesstimates Doubt Clarification Session

  • β€’2β€’ Business Case Study (Doubt Practice): Solve real past cases
  • β€’3β€’ Profitability, Market Entry, M&A Framework β€” Advanced Applications

4β€’ GTM (Go-To-Market) Strategy Framework

  • β€’5β€’ Business Case Study 101: Practice and Preparation
  • β€’6β€’ Three Mock Interviews: Full Case + GTM Case + Company-Specific Round

Mentor Labs / Mocks

Mock 1: Full Case Round
  • β€’Mock 2: GTM Case
  • β€’Mock 3: Company-Specific Round

Placement Update

Sat Oct 20
  • β€’Placement Update #4
  • β€’(BA/Consulting openings)

Day 9–10 (Oct 18–19)

1β€’ Excel Advanced: VLOOKUP, HLOOKUP, XLOOKUP, INDEX‑MATCH

  • β€’2β€’ Statistical Formulas: SUMIF, SUMIFS, COUNTIF, AVERAGEIF
  • β€’3β€’ Text & Date Functions: CONCATENATE, TEXT, DATEDIF, EDATE

4β€’ Looker Studio: Connect data sources, build dashboards

  • β€’5β€’ Interactive filters, scorecards, geo charts, time series
  • β€’6β€’ Dashboard Design: Color theory, layout, storytelling with data
  • β€’7β€’ Three Mock Interviews

Mentor Labs / Mocks

Mock 1: Excel Round
  • β€’Mock 2: Dashboard Case
  • β€’Mock 3: Visualization Presentation

Placement Update

Sat Oct 20
  • β€’Placement Update #5
  • β€’(DA roles, analytics internships)

Day 11–14 (Oct 20–23) SQL β€” Database Mastery

1β€’ SQL Fundamentals: SELECT, WHERE, GROUP BY, ORDER BY, HAVING

  • β€’2β€’ SQL All Functions: String, Date, Aggregate, Math functions
  • β€’3β€’ Joins Mastery: INNER, LEFT, RIGHT, FULL OUTER, CROSS, SELF joins
  • β€’4β€’ Window Functions: ROW_NUMBER, RANK, DENSE_RANK, LAG, LEAD, NTILE

5β€’ SQL Database Design: Normalization, ERD, Foreign Keys

  • β€’6β€’ SQL Problem Practice: 50+ real interview questions
  • β€’7β€’ Three Mock Interviews

Mentor Labs / Mocks

Mock 1: SQL Technical Round
  • β€’Mock 2: Data Analyst Round
  • β€’Mock 3: Company-Specific

Placement Update

Sat Oct 27
  • β€’Placement Update #6
  • β€’(SQL/DA heavy roles)

Day 15–17 (Oct 24–26)

1β€’ Introduction to Python: Setup, syntax, variables, data types, operators, I/O

  • β€’2β€’ Control Flow: if/else, loops, list comprehension; Data Structures β€” lists, tuples, sets, dicts
  • β€’3β€’ String Manipulation, Regular Expressions and Pandas (DataFrames, groupby, merge), NumPy

4β€’ Data Cleaning: Handling nulls, duplicates, outliers, type conversions

  • β€’5β€’ Visualization: Matplotlib, Seaborn β€” bar charts, histograms, heatmaps
  • β€’6β€’ 3 Mock Interviews: Python Technical, EDA Case, and Company-Specific

Mentor Labs / Mocks

Mock 1: Python Technical
  • β€’Mock 2: EDA Case
  • β€’Mock 3: Company-Specific

Placement Update

Sat Oct 27
  • β€’Placement Update #7
  • β€’(Python/Data roles)

Day 18–19 (Oct 27–28)

1β€’ Product Case Studies: Overview and structured approach

  • β€’2β€’ KPI Questions: Defining metrics for success, North Star Metric
  • β€’3β€’ Product Improvement Framework: Identify β†’ Prioritize β†’ Design β†’ Measure
  • β€’4β€’ RCA (Root Cause Analysis): Why a metric dropped β€” structured investigation

5β€’ GTM (Go-To-Market) Strategy: Product launch playbook

  • β€’6β€’ RAC Framework: Responsible, Accountable, Consulted
  • β€’7β€’ Three Mock Interviews

Mentor Labs / Mocks

Mock 1: Product Case
  • β€’Mock 2: KPI Round
  • β€’Mock 3: Company-Specific PM Round

Placement Update

Sat Nov 3
  • β€’Placement Update #8
  • β€’(PM/APM internships)

Day 20–21 (Oct 29–30) I + FINAL

1β€’ Agile & Scrum in Project Management: Sprints, standups, backlogs

  • β€’2β€’ Product Lifecycle & Roadmaps: Prioritization with RICE, MoSCoW
  • β€’3β€’ Wireframing & Prototyping: Balsamiq basics
  • β€’4β€’ Writing PRDs & MRDs: Product Requirements Documents

5β€’ Mock Interviews: Product Case, KPI Round, and PM Company-Specific

  • β€’6β€’ Company Prep: Unifyapps, AdvantageClub, Meesho PM interview formats
  • β€’7β€’ 3 Mock Interviews

Mentor Labs / Mocks

Mock 1: Product Case
  • β€’Mock 2: KPI Round
  • β€’Mock 3: PM Company-Specific

Placement Update

Sat Nov 3
  • β€’FINAL Placement Update οŽ‰
  • β€’+ Celebration & Next Steps
Verified Certification

Earn Your Industry-Recognized Certificate

Upon successful completion of the fellowship and the final capstone project, you will be awarded a verified CrackNonTech certificate to showcase your skills to top employers.

  • Shareable on LinkedIn & Resumes
  • Verified by Industry Leaders & Mentors
  • Proof of Hands-on Project Experience
  • Highlight your structured problem-solving skills
CrackNonTech Certificate of Completion
Verified Alumni Outcomes

Real stories from students who cracked top companies

Join 1500+ students who transformed their placement outcomes through structured prep and mentor-led support.

Mohd Aadil

Mohd Aadil

Business Analyst

Placed
Wiom logoWiom
Business Analyst

β€œCrackNonTech showed me that non-tech careers don't require LeetCode grinds. Structured business frameworks and mentor sessions got me placed as a Business Analyst at Wiom.”

Before: Uncertain about non-tech options, saturated coding market fatigue

After: Placed at Wiom

DTU
|Engineering Student
Anshul Kumar

Anshul Kumar

Head of Product

Placed
Credenta Technologies logoCredenta Technologies
Head of Product

β€œLanding Head of Product as an engineer felt ambitious until CrackNonTech broke down product teardowns, metrics, and PRDs. The preparation was transformative.”

Before: Transitioning from engineering to leadership product roles

After: Placed at Credenta Technologies

DTU
|Engineering Student
Aditya Kumar

Aditya Kumar

Technology Consultant

Placed
PwC
Technology Consultant

β€œFrom engineering classrooms to consulting boardrooms at PwC. CrackNonTech built the structured roadmap, case prep, and mock interviews that made this breakthrough happen.”

Before: No consulting case strategy, unsure about non-tech consulting options

After: Placed at PwC

DTU
|Engineering Student
Pranjal Singh

Pranjal Singh

Senior Associate

Placed
Genpact logoGenpact
Senior Associate

β€œA non-tech role at a global firm like Genpact seemed distant. CrackNonTech gave me the business thinking, rigorous case drills, and interview confidence to stand out.”

Before: Competitive CS grind fatigue, looking for structured non-tech corporate roles

After: Placed at Genpact

AKTU
|Engineering Student
Yash Jain

Yash Jain

Associate Product Manager

Placed
Prime Pathway logoPrime Pathway
Associate Product Manager

β€œComing from BITS, I wanted a role where analytical thinking drives business impact. CrackNonTech's product teardowns and mentor mocks helped me land APM at Prime Pathway.”

Before: Unstructured product case preparation, no mock drills

After: Placed at Prime Pathway

BITS Pilani
|Engineering Student
Umesh Sahu

Umesh Sahu

Growth Manager

Placed
ShopDeck logoShopDeck
Growth Manager

β€œCrackNonTech helped me master real business metrics, growth experimentation, and case studies. Their continuous 1:1 mentorship helped me secure Growth Manager at ShopDeck.”

Before: Transitioning into growth strategy and e-commerce analytics

After: Placed at ShopDeck

DTU
|Engineering Graduate
Md Rehan

Md Rehan

Assistant Executive Sales

Placed
Bharat Petroleum logoBharat Petroleum
Assistant Executive Sales

β€œCrackNonTech's fellowship transformed my communication, market strategy, and executive presence. Cracking Bharat Petroleum (BPCL) was a dream come true.”

Before: Needed enterprise sales strategy and corporate interview confidence

After: Placed at Bharat Petroleum

DTU
|Engineering Student
Harsh Dalal

Harsh Dalal

Business Analyst

Placed
Indofast Energy logoIndofast Energy
Business Analyst

β€œCrackNonTech taught me how to solve real energy business cases and present structured insights with confidence. Secured Business Analyst at Indofast Energy!”

Before: Looking for business analyst edge and case study preparation

After: Placed at Indofast Energy

NSUT
|Engineering Student
Keshav Jha

Keshav Jha

Product Manager

Placed
AdvantageClub.ai logoAdvantageClub.ai
Product Manager

β€œThe hands-on product management cases, user journey mapping, and mentor feedback at CrackNonTech gave me the exact skills needed to crack AdvantageClub.ai.”

Before: No hands-on product management portfolio or case preparation

After: Placed at AdvantageClub.ai

DTU
|Engineering Student
Shreya Aggarwal

Shreya Aggarwal

Graduate Management Trainee

Placed
Hewlett Packard Enterprise logoHewlett Packard Enterprise
Graduate Management Trainee

β€œThanks to CrackNonTech's guidance and support, I secured a prestigious internship at Hewlett Packard Enterprise.”

Before: Unstructured prep phase with no interview strategy

After: Placed at Hewlett Packard Enterprise

Graduate
|Student
Malaika Singh

Malaika Singh

Marketing Analyst

Placed
Magicpin logoMagicpin
Marketing Analyst

β€œCrackNonTech played a crucial role in my internship journey. Before joining the fellowship, I was genuinely lost.”

Before: No interview strategy, unclear about data-driven marketing roles

After: Placed at Magicpin

Graduate
|Student
Kaashvi Gupta

Kaashvi Gupta

GCO Intern

Placed
Siemens logoSiemens
GCO Intern

β€œI cracked my very first on-campus interview and secured a 2-month summer internship at Siemens. CrackNonTech prepared me well.”

Before: Nervous about interviews, no prior mock drill exposure

After: Placed at Siemens

Graduate
|Student
Kaushal Kumar

Kaushal Kumar

R&D Engineer

Placed
Honda Cars India Ltd logoHonda Cars India Ltd
R&D Engineer

β€œCrackNonTech helped me refine not just answers, but mindset. The focused mentoring turned every interview into a success.”

Before: No mock interview exposure, needed structured prep

After: Placed at Honda Cars India Ltd

Engineering Graduate
|Student
Sachin Kumar

Sachin Kumar

Associate Consultant

Placed
PwC
Associate Consultant

β€œWith CrackNonTech, every mock interview felt like a real challenge. That intensity built my confidence and helped me secure my role.”

Before: Lacked confidence in consulting frameworks, needed structured case prep

After: Placed at PwC

Graduate
|Student
Aakarsh Dwivedi

Aakarsh Dwivedi

Graduate Engineer Trainee

Placed
Godrej & Boyce Mfg. Co. Ltd logoGodrej & Boyce Mfg. Co. Ltd
Graduate Engineer Trainee

β€œCrackNonTech was not just prep β€” it was perspective. The personal guidance and sharp strategies helped me approach interviews differently.”

Before: Needed better interview strategies and clearer self-presentation

After: Placed at Godrej & Boyce Mfg. Co. Ltd

Engineering Graduate
|Student
Shubh Sharma

Shubh Sharma

Data Engineer

Placed
Fractal Analytics logoFractal Analytics
Data Engineer

β€œCrackNonTech's focused prep and data-driven approach helped me crack Fractal. Their insights made me interview ready.”

Before: Needed data engineering and SQL-specific preparation

After: Placed at Fractal Analytics

Graduate
|Student
Rudra Jaisara

Rudra Jaisara

Consultant

Placed
PwC
Consultant

β€œCrackNonTech's mock interviews pushed me beyond basic prep. Their sharp, real-world approach helped me crack my dream company.”

Before: Basic preparation level, not interview-ready for consulting firms

After: Placed at PwC

Graduate
|Student
Placed
Wells Fargo logoWells Fargo
Analyst

β€œCrackNonTech sharpened my approach to interviews. Their honest feedback and practical tips helped me confidently crack Wells Fargo.”

Before: Low shortlist confidence, unclear on analyst role expectations

After: Placed at Wells Fargo

Graduate
|Student
Ayush Kumar

Ayush Kumar

Product Development Analyst

Placed
Verizon logoVerizon
Product Development Analyst

β€œCrackNonTech's expert mentorship and mock interview sessions were pivotal in securing my placement in Product Development at Verizon.”

Before: Looking for expert mentorship on product and strategy roles

After: Placed at Verizon

Graduate
|Student
Nishant Kumar

Nishant Kumar

Design Engineer

Placed
Structures
Design Engineer

β€œThanks to CrackNonTech's expert mentorship and mock interview practice, I secured my placement at Structures.”

Before: Needed design role-specific interview preparation

After: Placed at Structures

Engineering Graduate
|Student
Himanshu Pal

Himanshu Pal

Data Engineer

Placed
Swiss Re
Data Engineer

β€œCrackNonTech helped me shift my mindset and build real interview skills. The practical prep and 1:1 feedback gave me an edge.”

Before: Tier-3 college background, needed to compete with top-college candidates

After: Placed at Swiss Re

Engineering Graduate
|Student
Rahul Arora

Rahul Arora

Consultant

Placed
Blue Matter logoBlue Matter
Consultant

β€œCrackNonTech's mentorship and mock interviews were transformative. Their guidance helped me land a Consultant role at Blue Matter.”

Before: Confused about breaking into strategy & management consulting

After: Placed at Blue Matter

Graduate
|Student

Verified reviews from our alumni placed at Swiss Re, Blue Matter, HPE, Honda Cars, Magicpin, Wells Fargo

Cohort Schedule

Live Sessions

Every Saturday, Sunday 09:00 PM - 11:00 PM IST

Mentor Labs

Every Tuesday 10:30 PM - 11:30 PM IST

Buddy Mock

Every Thursday 9:00 PM - 10:00 PM IST

Mock Interview With Mentor

Every Saturday or Sunday 12:00 PM - 2:00 PM IST

18 Months Placement Support

Clear the cut-off marks in your graduation project to get access to jobs at our partner companies.

Mock InterviewsResume ReviewsHiring Interviews

Your Future Job Title

Data Analyst

How Your Avg Cohort Looks Like

0%

3rd year students

0%

4th year students

0%

Graduated Students

Curriculum Focus Areas

Skills & Core Tooling you will master

Practical, case-tested methodologies and software stacks required across non-tech corporate interviews.

SQL
SQL
Python
Python
Excel
Claude & LLMs
Guesstimates
Problem Solving
Case Study
Product Improvement
RCA Frameworks
GTM Strategy
Experienced Practitioners

Hiring managers & industry experts guiding your prep

Learn directly from professionals with experience at top product, finance, and consulting firms.

15+ yrs

Combined Mentoring Experience

1,500+

Students Mentored to Placements

1:1

Mock & Performance Feedback

Praneeta Gupta

Praneeta Gupta

AVP

9+ years experience
NAB Bank, Zomato, Deloitte, Uber
Sahil Kumar

Sahil Kumar

PM @ FamPay

Product Management Track
IIT Dhanbad Alumnus
Jitendra Kumar

Jitendra Kumar

Founder

Lead Mentor & Industry Expert
CrackNonTech
Curated Opportunities

Direct access to verified non-tech roles

CrackNonTech's private job feed brings verified internships and full-time analyst roles updated weekly.

300+
Internships Added Weekly
500+
Full-Time Opportunities
100%
Included in Fellowship
Verified
Direct Employer Listings

Curated for Non-Tech Roles

Every listing is filtered and verified for Data, Business, Product, and consulting-aligned roles.

Direct Company Tracking

Our team tracks opportunities from top employers and aggregates them into a verified feed.

Priority Preparation Guidance

Get role-specific case frameworks, resume alignment, and interview blueprints before applying.

CrackNonTech official job portal
All JobsInternshipFull-timeRemote
L

Data Analyst Internship at Lumos Labs

Lumos Labs

BangaloreInternship2 days ago
View details
S

Shiprocket is Hiring – Data Analyst

Shiprocket

GurgaonFull-time1 day ago
View details
B

BCG Vantage is Hiring Analyst

BCG Vantage

GurugramFull-time3 hours ago
View details
12 new jobs added today
2,500+ Active Candidates

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πŸ“ž Request Callback
Cohort starts on10th Oct
Time Commitment8-10 hours / week
Cost
β‚Ή8,999β‚Ή17,998
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