Dietrich College of Humanities and Social Sciences

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Build skills CMU Statistics & ML employers hire for

What's your professional goal?

Career Readiness

Top Employers Hiring BS Statistics & ML Graduates

Google
Google
Jane Street
Jane Street
Amazon
Amazon
Goldman Sachs
Goldman Sachs
McKinsey
McKinsey
Two Sigma
Two Sigma
Microsoft
Microsoft
  • Mock interviews
  • Industry news
  • Core concepts
  • AI fluency

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.

Google

Data Scientist

Google

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What makes Socratify different

Deeply researchedSkills-basedAdaptive

Deeply researched

Built from real company filings, calls, and publications — not generic slop.

SEC filings
Earnings calls
Investor materials
Company blogs
Exec appearances
Conference talks
Patent filings
Federal labor data

Skills-based

Hard skills, soft skills, AI fluency — all tracked against the bar your target actually sets.

Structured Problem Solving
Practitioner
  • Broke the ambiguous prompt into a MECE issue tree before solving

  • Prioritized the highest-leverage branch and said why out loud

Next Focus

  • Surface second-order effects before the interviewer prompts for them

  • Tie the recommendation back to a quantified business impact

Adaptive

A curriculum that adapts to your rate of learning.

Google
Data ScientistGoogle
Level 01
Query Intent Decomposition
Level 02
Experiment Design Rigor
Level 03
Metric Selection Judgment
Soon
+ 17 more levels

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