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DataFunSummit
DataFunSummit
Aug 26, 2025 · R&D Management

Can Mega‑Paychecks Build a World‑Class AI Team? Insights from Meta, Anthropic, and DeepMind

The article examines Meta's massive AI hiring spree and spending, questions whether high salaries alone can create a top‑tier AI team, and compares Meta's approach with the cultural and organizational practices of Anthropic, DeepMind, and DeepSeek to reveal sustainable strategies for building world‑class AI research groups.

AI team buildingArtificial IntelligenceMeta
0 likes · 9 min read
Can Mega‑Paychecks Build a World‑Class AI Team? Insights from Meta, Anthropic, and DeepMind
21CTO
21CTO
Mar 31, 2025 · R&D Management

Building a Scalable Engineering Manager Career Path

Katherine Spice explains how organizations can design effective engineering‑manager career frameworks, compare internal development versus external hiring, define clear responsibilities across people, culture, delivery and technology, and use measurable signals and reversible role transitions to grow successful engineering leaders.

Career DevelopmentEngineering managementLeadership
0 likes · 14 min read
Building a Scalable Engineering Manager Career Path
21CTO
21CTO
Sep 22, 2021 · R&D Management

How Blackstone Builds Elite Teams: Hiring 9‑ and 10‑Score Talent

The article shares Blackstone’s journey from its 1985 founding to becoming the world’s largest alternative asset manager, emphasizing the critical role of recruiting 9‑ and 10‑score talent, rigorous interview practices, continuous training, and a culture of excellence and integrity to sustain growth.

Talent AcquisitionTeam Buildingcompany culture
0 likes · 18 min read
How Blackstone Builds Elite Teams: Hiring 9‑ and 10‑Score Talent
21CTO
21CTO
Aug 20, 2021 · R&D Management

Mastering Management: Core Principles and a Winning Framework for Building High‑Performance Teams

This article breaks down the true nature of management, presents a top‑level framework covering strategy focus, shared foundations, talent acquisition, development and deployment, and explains how reward, punishment and digital tools can turn a team into a sustainable, high‑performing organization.

ManagementPerformance EvaluationTalent Acquisition
0 likes · 44 min read
Mastering Management: Core Principles and a Winning Framework for Building High‑Performance Teams
360 Quality & Efficiency
360 Quality & Efficiency
Sep 19, 2018 · R&D Management

Comprehensive Guide to Technical Recruitment: JD Design, Pre‑Interview Techniques, Invitation, Reception, Interview Process, Feedback, and Post‑Hire Follow‑Up

This article provides a detailed guide on technical recruitment, covering JD design, pre‑interview methods such as phone screening and online tests, invitation etiquette, interview reception, interview conduct, post‑interview interaction, feedback recording, and post‑hire follow‑up to improve hiring efficiency.

HR best practicesInterview TipsTalent Acquisition
0 likes · 9 min read
Comprehensive Guide to Technical Recruitment: JD Design, Pre‑Interview Techniques, Invitation, Reception, Interview Process, Feedback, and Post‑Hire Follow‑Up
21CTO
21CTO
Sep 29, 2017 · R&D Management

Why Not Taking Risks Is the Biggest Risk: Facebook’s Early Lessons

This article reflects on Mark Zuckerberg’s early Facebook experience, emphasizing the importance of creating value, building learning‑focused organizations, rapid experimentation, hiring talent without experience, and embracing risk as essential for successful entrepreneurship.

Talent Acquisitionlearning organizationproduct experimentation
0 likes · 8 min read
Why Not Taking Risks Is the Biggest Risk: Facebook’s Early Lessons
21CTO
21CTO
Mar 24, 2016 · R&D Management

How Google Hires Only Super‑Talented People – Lessons for Start‑ups

The article explains Google’s rigorous talent‑acquisition strategy—hiring only candidates who outperform you, using a slow, data‑driven process, talent decision committees, structured interviews, and continuous feedback—to illustrate how startups can build a high‑quality team.

Google hiringInterview ProcessR&D management
0 likes · 11 min read
How Google Hires Only Super‑Talented People – Lessons for Start‑ups
21CTO
21CTO
Dec 16, 2015 · R&D Management

How to Attract and Retain Top Tech Talent in Startups: Beyond Perks

In this article, the COO of Shimo shares real‑world observations and interviews with senior engineers to reveal that high salaries and free meals satisfy only basic needs, while meaningful work, growth opportunities, and a strong company culture are the true drivers that motivate top technical talent in startups.

HerzbergR&D managementTalent Acquisition
0 likes · 7 min read
How to Attract and Retain Top Tech Talent in Startups: Beyond Perks