Macalester College

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Build skills Macalester College employers hire for

Personalized interview prep and upskilling

…or type any role or company

Career Readiness

Land the Role You’re After

Goldman Sachs
Goldman Sachs
McKinsey
McKinsey
Deloitte
Deloitte
Microsoft
Microsoft
Google
Google
Amazon
Amazon

Personalized Prep

Deeply researched for any company and role

Based on annual reports, interviews & company announcements

Not affiliated with or endorsed by any company shown.

Goldman Sachs
Investment Banking AnalystUpskilling & Interview Prep
Level 1
Financial Statement Literacy
Income Statement Decomposition
Cash Flow Quality
Level 2
Valuation Fundamentals
DCF Mechanics
Comparable Company Analysis
Level 3
M&A Process
Deal Timeline
Sell-Side vs Buy-Side

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Level 19
Deal Execution
Process Management
Signing-Closing Bridge
Level 20
Senior IB Simulation
Full Deal
Trade-off Recommendation

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

McKinsey
Management ConsultantUpskilling & Interview Prep
Level 1
Problem Structuring
Hypothesis-Driven Thinking
Issue Tree
Level 2
Profitability Analysis
Revenue & Cost
Root Cause
Level 3
Market Sizing
Estimation Logic
Market Segmentation

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Level 19
Hypothesis-Driven Communication
Pyramid Principle
Executive Readiness
Level 20
Full-Length Case Simulation
End-to-End Case
Recommendation Delivery

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Microsoft
Software EngineerUpskilling & Interview Prep
Level 1
Problem Decomposition
Requirement Clarification
Constraint Identification
Level 2
Algorithm Design
Time-Space Trade-off
Pattern Recognition
Level 3
Data Structure Selection
Fit-to-Problem Reasoning
Edge Case Handling

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Level 19
Engineering Strategy
Build vs Buy
Platform Dependency Trade-off
Level 20
Senior Design Simulation
End-to-End Architecture
Trade-off Recommendation

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Microsoft
Product ManagerUpskilling & Interview Prep
Level 1
Enterprise Product Design
Buyer vs User
Workflow Fit Analysis
Level 2
Requirements Gathering
Stakeholder Need Synthesis
Use Case Mapping
Level 3
Metrics & Goal Setting
North Star Definition
Adoption Rate Framing

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Level 19
Portfolio & Platform Strategy
Product Portfolio Trade-off
Platform Dependency
Level 20
Full PM Simulation
End-to-End Case Flow
Recommendation Delivery

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Google
Software EngineerUpskilling & Interview Prep
Level 1
Problem Decomposition
Requirement Clarification
Constraint Identification
Level 2
Algorithm Design
Time-Space Trade-off
Pattern Recognition
Level 3
Data Structure Selection
Fit-to-Problem Reasoning
Edge Case Handling

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Level 19
Engineering Strategy
Build vs Buy
Platform Dependency Trade-off
Level 20
Senior Design Simulation
End-to-End Architecture
Trade-off Recommendation

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Google
Data ScientistUpskilling & Interview Prep
Level 1
Problem Framing
Business Question Translation
Success Metric Definition
Level 2
Data Exploration
Distribution Analysis
Anomaly Identification
Level 3
Experiment Design
A/B Test Design
Statistical Power Reasoning

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Level 19
Decision Science
Expected Value Framing
Risk-Return Trade-off
Level 20
Senior DS Simulation
End-to-End Analysis
Recommendation Delivery

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Amazon
Software EngineerUpskilling & Interview Prep
Level 1
Problem Decomposition
Requirement Clarification
Constraint Identification
Level 2
Algorithm Design
Time-Space Trade-off
Pattern Recognition
Level 3
Data Structure Selection
Fit-to-Problem Reasoning
Edge Case Handling

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.

Level 19
Engineering Strategy
Build vs Buy
Platform Dependency Trade-off
Level 20
Senior Design Simulation
End-to-End Architecture
Trade-off Recommendation

All company names, logos, and trademarks are the property of their respective owners. Socratify is not affiliated with, endorsed by, or sponsored by any of the companies or institutions referenced on this site.