The Problem
A continuum of uncertainty — not a moment of indecision.
Research consistently shows that children are largely unaware of the breadth of job roles that exist. Older students are more aware, but remain uncertain about which roles suit them, how their skills translate, and what work actually involves day to day.
This uncertainty does not resolve with age — it compounds. Early lack of exposure turns into later doubt, second-guessing, and misalignment between skills, interests, and pathways. Existing education systems prioritise standardised attainment over early skill awareness, leaving many talents unseen until formal choices are already made.
"Career uncertainty does not emerge suddenly at the point of higher education but develops gradually from early gaps in exposure, understanding, and self-perception."
Research Finding
What young people aspire to. What the market needs.
A survey of 233,000 young people by the Careers and Enterprise Company reveals a consistent pattern: career aspirations cluster tightly around a small set of visible, prestigious roles — while the roles the labour market most urgently needs remain almost entirely invisible. The gap is not a motivation problem. It is an exposure problem.
Top aspirations · Ages 13–16 · 2025
Source: BBC Bitesize Careers Survey 2025
High demand · Low awareness · UK shortage list
Source: ONS Longitudinal Data · Skills England 2025/2026
Gender split in aspirations
Girls — medicine, law, teaching, creative and caring professions
Boys — engineering, building trades, sport — traditional technical routes
Both groups show low awareness of the actual shortage roles
Fastest-growing interest areas (2025)
Source: CEC national survey, 233,000 young people
The implication: Young people pursue narrow, high-competition routes while overlooking high-demand, well-paid roles. This is not a motivation problem — it is a visibility problem. Career guidance fails to connect existing interests and abilities to the breadth of work that exists. MySkillGap is built to close that gap through observable skills, not personality tests.
Evidence
What the research shows.
of school-age children report having a clear idea of a future job — but early clarity often masks limited real exposure to what that work involves
Illustrative — see research paperof 16-year-olds do not feel career ready at the point of GCSE decisions — when subject choices begin to shape long-term pathways
CEC, 2024of 15-year-olds feel anxious about whether their chosen path will even be available to them
OECD PISA, 2021of university applicants are not confident they will get the job they desire after graduation
HEPI/Unite, 2024Optimistic but unaware
Children systematically overestimate positive outcomes and have limited concrete exposure to the effort, training, or constraints most roles require.
Realistic but anxious
Self-efficacy drops sharply in the first semester when students encounter the gap between ideal jobs and required credentials — the result of delayed exposure.
The Approach
Built on understanding, not matching.
Most career platforms focus on matching students to careers via personality tests, interest inventories, and "best fit" recommendations. MySkillGap takes the opposite approach: it provides the understanding of work that precedes any decision.
Principles
Non-negotiable design decisions.
No personality typing
Skills are defined as observable actions, not traits. "Coordinates multiple tasks under time pressure" rather than "organised".
No ranking or prestige
Jobs are not weighted by salary, status, or social desirability. A Railway Signaller and a Surgeon are presented with equal rigour.
Bidirectional exploration
Users navigate from skills to jobs and from jobs to skills — revealing connections traditional career tools obscure.
Invisible work made visible
Roles that are essential, skill-rich, and impactful but overlooked in careers education are given equal prominence.
Education-first
Not recruitment-driven, not ad-funded. No employer visibility paid promotion. The product earns through institutional subscriptions.
No individual tracking
For schools: cohort-level insight into exposure gaps and misconceptions — without labelling, profiling, or tracking individuals.
Roadmap
Where we are and where we're going.
- ·Observable skills mapped to roles across 14 categories
- ·A relational skill–role web running in the live database
- ·Galaxy Map visualising the full skill–role web
- ·Skill pages, role pages, tool pages, explore page, student dashboard
- ·Signed pilots with schools and companies (Q3–Q4 2026)
- ·Live outcome data: career clarity, skill self-awareness, benchmark compliance
- ·Student dashboard with bookmarking, comparison, and reflection tools
- ·Cohort-level insight dashboards for educators
- ·Adoption across school trusts and employer networks
- ·Enterprise ATS integration via skills taxonomy licensing
- ·Expand role and skill coverage beyond UK market
- ·The canonical skills language for UK careers guidance
- ·Government and CEC partnership for Gatsby Benchmark evidence
- ·Taxonomy licensing to HR tech, governments, and economic forecasters
Page Depth
What each page actually contains.
This is not a directory of job titles. Every skill page and every role page is a structured piece of research — built to replace the vague, prestige-biased descriptions that dominate careers content.
Each skill page includes
Observable definition
The specific action someone performs — not a trait, not a buzzword
Systemic bottleneck
The real-world problem this skill solves when it fails or is absent
Myths vs. Truths
Common media misconceptions addressed with direct, evidence-based corrections
Evolution timeline
How the skill has changed across decades — proving the behaviour persists as tools change
Growth & Evidence
Actionable ways to practise, develop, and demonstrate the skill to employers
Roles that use it
Every role in the database where this skill shapes the daily feel of the job
Each role page includes
The core problem
The specific problem this role exists to solve — not a job title, not a department
Inputs and outputs
What comes in, what goes out, what transformation the role performs
Work environment
Pace, sensory load, social dynamic, physical location — the real texture of the job
Feedback loops
Whether success is immediate or delayed — a signal many students never consider
Invisible Labour
The hidden value most people never notice — powerful for building empathy and challenging assumptions
AI Risk and Future Outlook
Grounded projections on which observable actions are at risk and which are not
Use Cases
Eight ways to use it right now.
By Age Group
How it helps at every stage.
Key Stage 3 / Early Secondary
Age 11–14
At this age, most career content is overwhelming or irrelevant. MySkillGap gives this group something they can actually engage with: real descriptions of what jobs involve, written in plain language.
"What does a Sound Engineer actually DO?" answered with specifics, not corporate language
Galaxy Map is visual and explorable — no reading required to start
Emotional hooks make unfamiliar roles feel meaningful and vivid
No pressure to "pick a career" — pure exploration
GCSE / Subject Choice Years
Age 14–16
The highest-stakes age for careers content — subject choices at 14 have long-term consequences many students don't understand.
Skill pages show which subjects develop which skills, helping students understand why subject choice matters practically
"Skill Neighbours" section shows which roles share skills — one skill opens many doors, not just one career
Work Environment filter helps students who know HOW they want to work even if they don't know WHAT they want
Student Dashboard tracks "skills I have" vs "skills I want" and shows which roles that combination points towards
A-Level / College / Sixth Form
Age 16–18
Students who are narrowing options and thinking about university or work.
Role profiles explain real-world performance expectations — bridging school and professional life
"Future Outlook" and "AI Risk" fields inform decisions about long-term value of different careers
Compare page helps weigh two options side by side — e.g. Civil Engineering vs Architecture
"How Work Changes" prepares students for a career in flux rather than a static job description
University / Early Career
Age 18–25
People entering or navigating the job market for the first time.
Skills section shows what to build next, how to practise it, and how to PROVE it to an employer
"Growth Levels" on skill pages give a structured progression path from beginner to expert
Galaxy Map shows lateral moves — which adjacent roles share 70% of the same skills?
Professional bodies (the "Tribe" section on role pages) help early-career people find their community
Career Changers / Returners
Age 25+
People considering a change who don't know how transferable their experience actually is.
"Shared Skills Bridge" shows exact skill overlap between two roles — making the case for a career pivot clearer
Skill bookmarking maps existing skills and discovers which new roles are within reach
"Downstream Impact" sections give language to describe invisible value — useful for CVs in new fields
No personality tests, no judgement — just information
Supporting Roles
Educators, Parents & Advisors
The people who guide others through career decisions.
Teachers get structured, printable role content for PSHE and careers lessons
Parents can explore alongside their children — "Invisible Labour" sections often change how parents talk about work
Career advisors get a neutral, non-prescriptive tool to use in 1:1 sessions
Institutions get a platform built for their context, not retrofitted from a recruitment tool
Education Standards
Aligned to the Gatsby Benchmarks.
The 8 Gatsby Benchmarks are the UK government's statutory framework for careers guidance — used by over 4,700 secondary schools, colleges, and training providers. Updated in 2024 and mandated from September 2025. MySkillGap maps directly to four of them.
Learning from career & labour market information
The entire platform is structured LMI — AI risk ratings, future outlook, value trajectory, real tools used. MySkillGap does exactly what this benchmark requires, better than most tools currently in use.
Addressing the needs of each pupil
No scores, no "you should be X", just information. The Student Dashboard and skill bookmarking let each student build their own map without being funnelled — ideal for SEND and disadvantaged students.
Linking curriculum learning to careers
Skill pages explicitly connect subject knowledge to career application. A Maths teacher can pull up "Financial Modelling" or "Structural Analysis" and show students exactly why what they're learning matters.
Encounters with employers and employees
Benchmark 5 means real encounters with people — so it is only ever addressed through verified work-experience placements and employer visits arranged with the school, never through platform content. MySkillGap's role is the skills language around those encounters.
The route to scale: The Careers & Enterprise Company (CEC) oversees Gatsby implementation across England. A pilot with one school showing measurable Benchmark 2/3/4 improvement is the evidence needed for a CEC conversation. The goal: own Benchmark 2 completely — and become the tool schools reach for when they need to evidence it, in the same way Unifrog has become the default for Benchmark 7.
Audiences
Who this is built for.
Students
From age 8 upwards — early exposure before pathways are locked in. No pressure to decide, just clarity to explore.
Universities & Colleges
Reduce first-year anxiety and course dropout by improving students' understanding of how skills translate across work before they arrive.
Schools
Structured career exploration without labelling or tracking. Cohort-level insight for teachers on exposure gaps and misconceptions.
Vision
The Future of MySkillGap
This prototype solves one problem — the gap between what students study and what people actually do. But the same architecture scales much further.
Children, Colleges & Universities
Solving "The Continuum of Uncertainty" — the gap between what students study and what people actually do.
Systems Awareness
Move children past prestige roles. Show them the hidden world — how things are actually made and delivered.
The Reality Check
Debunk media myths. A safe, non-judgemental space to explore roles without the pressure of "choosing a career."
Language Acquisition
Find the observable actions inside your degree. Prepare for interviews with grounded, non-vague skill language.
Exposure Audit
Prove Gatsby Benchmark compliance. Identify exposure gaps — e.g. "Our students have 0% awareness of Engineering."
Every Role & Skill in the World
The standard data layer for the global labour market — built for recruitment, corporations, governments, and AI.
Recruitment Agencies
Find hidden talent. Candidates with the right behaviours but the "wrong" job title — surfaced via the Skill Web.
Large Corporations
Internal mobility and upskilling. See exactly how your workforce shifts into new departments as technology changes.
Governments & Economists
Automation impact mapping. Instead of "Accountants are at risk," see exactly which actions are automated.
Individuals (Adults)
Career pivoting. A retail manager can see they have 80% of the core skills for a project coordinator role in construction.
The Business Case
Four Business Doors This Opens
LIVE MVP · PHASE 1 · 2026
This is a concept prototype.
We want your honest reaction.
We are testing whether this way of framing skills, roles, and the impact of work actually resonates — with students, educators, and career specialists. Feedback at this stage shapes the product direction.