Paths
A role that looks impossible from the outside is really a staircase. Every job below is broken into the part you can copy - the replicable lever - sitting honestly next to the part you can't: the unfair advantage.
23 real roles Β· no promised outcomes Β· the truth, including the unfair parts
Founding & building
Roles you get by making the thing, then naming yourself the person who made it.
Co-founder, CEO & CTO
2026Truth Computing
You become a founder the day you ship something real and call yourself one - the title is downstream of the work, never the other way around.
Founding AI Engineer
2025Stanford GSB / Medicaid & behavioral-health startup
Founding-engineer roles go to whoever can turn a founder's vague problem into running software the fastest - not to the best resume.
Forward-Deployed / Product Engineer
2024Demystifyd
A forward-deployed engineer is hired for one trait: you'll sit in the actual user's mess and ship the fix, instead of filing a ticket.
Co-founder, Truth Computing Media
2022Truth Computing Media
An audience is just trust at scale, and it compounds from one honest explanation posted before anyone is watching.
Inside research labs
Labs hire the person who can already do a piece of the lab's unglamorous work.
Graduate AI/ML Research Assistant
2026Stanford AI Laboratory (SAIL)
Research labs don't hire credentials; they hire the person who can already do a piece of the lab's unglamorous work better than a grad student wants to.
Research Assistant (CS Education Platform)
2025Stanford University, Dept. of Computer Science
Professors hand real responsibility to the student who already builds the thing they were going to ask a student to build.
AI Researcher (Computer Vision)
2025Stanford University School of Medicine
Applied-ML research seats open for whoever can take a messy real dataset and get a model to do something useful with it.
Research Assistant
2023Stanford Deliberative Democracy Lab
Social-science labs need someone who can wrangle and analyze large survey data carefully - that competence is the whole entry ticket.
Product & growth
Owning whether real users activate, retain, and come back.
Product Engineer & Growth
2025Lasso
Growth roles go to whoever can find, with data, the exact place users fall out of the funnel - and then close it.
Campus Ambassador
2025Perplexity
Ambassador programs are open doors with an application form - the only filter is whether you'll actually do the visible work.
Project Manager (Growth & New Ventures)
2024Lumiere Education
Short project-manager gigs go to whoever can take an open-ended growth question and turn it into a plan someone can execute.
Consultant (Imagine Cup)
2023Microsoft
Brand-name seasonal seats often come through a program or competition you can simply enter - the brand is the prize, the door is open.
Inside big companies
Internships and consulting seats at companies with a brand on the door.
AI Solutions (Business Leadership Accelerator)
2026Synchrony
Returning to a company in a bigger seat is the easiest job you'll ever get - you already proved you can be trusted there.
Enterprise Architect (Business Leadership Accelerator)
2025Synchrony
A big-company internship is won by being legibly capable on paper and then prepared in the room - it's a process you can study and pass.
Senior Consultant (Pixel Studio)
2025Product-research seats are won by whoever can turn interviews and market noise into a recommendation a team can act on.
Finance & investing
Judging companies for a living: due diligence and theses.
Service, teaching & leadership
Fellowships, mentoring, civic work, the roles built on showing up for other people.
Member
2026ACM (Association for Computing Machinery)
Some 'credentials' are simply memberships you opt into - value comes from using the community, not from being admitted.
Mentor & Technical Communicator
2025Curious Cardinals
You can mentor the moment you're one real step ahead of someone and can explain the path simply.
XFund Ethics Fellow
2024STVP - Stanford Technology Ventures Program
Fellowships select for a story of building plus values, told well in an application - they're won on paper and in conversation.
Project Manager (CAUTI Consulting)
2024Stanford Health Care
Consulting-style PM work is won by whoever can take a defined operational problem and drive a small team to a recommendation.
Stanford Research Conference Co-Director
2023Stanford Undergraduate Research Association
Leadership of an event is earned by volunteering for the unglamorous organizing work until you're the one who knows how it all runs.
Campaign Associate (CA-16)
2023Joby For Congress
Campaigns will take anyone who shows up willing to do the field work - it's the most open door in professional life.
Where it started
The bottom rung is a real rung. Nobody starts at the summit.
Built in the Feynman spirit: take the thing that looks gated behind a wall and show the staircase - honestly, including which steps were unfair - and give it away free.
