Parts of this loop already exist.
Most of the pieces are familiar. Each tool does its part and hands the person the job of joining them up.
Match you to roles
A score against today's resume. Nothing changes it except you rewriting the resume.
Teach from a catalogue
The same course, written for everyone who picks it. Finishing it updates nothing else.
Personalise for employees
Useful inside one employer. It does not follow a person's own career or the open job market.
Know only what you tell them
A study plan in a minute, and some now remember you. They cannot score you against real job postings or update your resume when you learn.
Five steps, and the second one is new.
Tailoring learning to one person’s gap and role used to cost too much. Generative AI changed that. SkillDrift uses it for one job: matching the learning to the gap your resume shows, for the role you want.
Measure the gap
Against the role you want, from your resume, a job description or a mock interview.
Build the learning
Built around your gap and your target role, not picked by topic.
Prove it
Finish a short sprint and earn the certificate for it.
Update everything
The certificate goes on your resume, your gaps shrink and jobs are rescored out of 100.
Measure again
The next gap is visible instead of guessed at. The loop starts again.
The same subject, framed for the person reading it.
Hyper-personalised learning is built around one person’s measured gap and framed in the language of the role they want. The lesson itself changes, not only the order of recommendations.
Design systems
Written once, for designers and engineers. Every learner who picks it reads the same opening.
Recommended to you. Written for everyone.
Design Systems at Scale
“As a senior sales leader, your advantage is that you can connect design-system decisions directly to revenue outcomes.”
Built around one person’s gap and target role. Quoted from a live SkillDrift track.
Four tests for hyper-personalised learning.
The first two tests make learning personal. The fourth makes it closed loop.
Does it start from a gap that was measured, against a named role or a real posting, rather than a topic you chose?
Is it framed for that role? The same subject should read differently for a sales leader and for a software engineer.
Is it small enough to finish? One named gap at a time, in short sprints.
Does finishing it move something you can see: your resume, your remaining gaps, the jobs you match?
Same job. Same person. Two gaps closed.
An example of what step 4 looks like. The job did not change. The resume did, without anyone editing it.
Questions people ask about the loop.
For the full loop, end to end, see how it works.
What is closed loop career development?
Closed loop career development measures the gap between a person and the role they want, closes it with learning built around that gap and that role, and updates their resume, gaps and job matches as they go. Closed means the end of one step feeds the start of the next, so finishing a course changes something you can see.
What is hyper-personalised learning?
Hyper-personalised learning is learning built around one person's measured gap between their current skills and a specific role, and framed in the language of that role. It starts from what you are missing, not from a topic you picked, so what you learn next depends on your own gaps.
How is this different from an online course platform?
A course platform starts from its library: you choose a topic and take the same course as everyone else who chose it. SkillDrift starts from you. Each roadmap is built from your own gaps and matched to the role you are aiming at, and when you finish it your resume, your remaining gaps and your job match scores update.
Is there an AI that tells me which skills I am missing and helps me learn them?
Yes. That is what closed loop career development does. SkillDrift reads your resume against the role you want, names the skills you are missing, builds the learning around each gap, and rescores your job matches out of 100 as you close them.
What should I learn next for my career?
Start from the role you want, not from a topic. Compare your resume with a real job posting for that role, then learn the skill the posting asks for that your resume shows least. SkillDrift does this for you and updates the answer each time you finish something.
Where does the loop start?
With your resume. Upload it and SkillDrift names your gaps against the role you want, or against any job description you paste. A mock interview for the same role finds the gaps a resume cannot show, and those become learning too. The gap analysis is free.