







How Staff Engineer, Engineering Manager (EM), Product Manager (PM), Tech Lead Manager (TLM) and Technical Program Manager (TPM) positions overlap in Big Tech and at high-growth startups – and their di
Engineering Career Paths at Big Tech and High-Growth Startups
Levels at big tech, the most common career paths, and what comes after making it to Staff

Staff archetypes
Most career ladders define a single, uniform set of expectations for Staff engineers operating within the company. Everyone benefits from clear role expectations, but career ladders are a tool that applies better against populations than people. This is particularly true for Staff-plus engineers, whose career ladders often paper over several distinct roles hidden behind a single moniker. The more folks I spoke with about the role of Staff-plus engineers at their company, the better their experiences began to cluster into four distinct patterns. Most companies emphasized one or two of the patterns, and one pattern only existed in companies with many hundreds or thousands of engineers. A few companies didn’t feature any technical leadership pattern and pushed all their experienced engineers towards engineering management. In literature, recurring character patterns are called archetypes, such as the “hero” or the “trickster,” and the archetype term is helpful for labeling these frequent variants of Staff-plus engineers.
Engineering managers have a new job description
Why engineering managers are expected to be hands-on again and how AI tools are making it possible to stay technically sharp while still leading.

Management Coach & Trainer for the Tech Industry
Lara Hogan levels up tech industry organizations and managers through her coaching and workshops.

The engineering manager's attention budget
Every Engineering Manager has 5 jobs - most distribute their 100 'attention points' across only 2-3 of them

Quality Assurance Jobs
The premier job board for Quality Assurance, SDET, and all other Test Automation Engineer opportunities

Scaling Engineering Teams: Lessons from Google, Facebook, and Netflix
After spending over a decade in engineering leadership roles at some of the world’s most chaotic innovation factories—Google, Facebook, and Netflix—I’ve learned one universal truth: scaling e…

Hiring (and Retaining) a Diverse Engineering Team
Stories from six engineering leaders who succeeded in building and growing diverse teams. Hiring approaches, retention tactics and strategies.

Which direction is forward?
Software role changes tell us something about the goals in LLM deployment.
China's overlapping tech-industrial ecosystems
EVs, batteries, lidar, drones, robotics, smartphones, AI. China's progress across a range of overlapping industries creates a mutually reinforcing feedback loop.

LLM Neuroanatomy: How I Topped the LLM Leaderboard Without Changing a Single Weight
ML, Biotech, Hardware, and Coordination Problems. Sometimes I write about hard problems and how to solve them.
AI Isn't Management. Try Explaining That to Matthew Prince
At last we have created the Corporation That Eliminates Middle Managers from classic management text Don't Eliminate the Middle Managers!

Association for Talent Development | ATD
Association for Talent Development offers top resources, training, research, and team solutions to help L&D professionals develop talent and transform organizations worldwide.
Case Studies — Team Topologies - Organizing for fast flow of value
Examples of Team Topologies used in industry

Execs are embracing AI more than their employees are, new research suggests
Research from HR software company Dayforce suggests that executives are leaning into AI far more than their employees.