01 Outflow 02 Mismatch 03 AI impact 04 Capital flow 05 LER thesis

GigCareer Research — 2026

Market thesis:
regional talent misalignment
& the LER opportunity

This research frames a repeatable global pattern: spatial mobility, dual labor markets, and AI displacement intersect to hollow out secondary cities. Korea (Daejeon–Chungcheong) is our controlled pilot — validating why job boards fail and why proof-of-work infrastructure (LER) is the investable layer.

01 — Macro context

The youth outflow paradox

Root causes of mobility and the enroll-in / graduate-out funnel in our pilot corridor

2024 national migration by reason
Mobility rate 12.3% (6.28M) — led by ages 20–39

Housing ranks first for net outflow from major cities — often combined with job-related relocation.

University graduate outflow — pilot region (2020)
Total graduates (employable): 15,094
Employed in region
42.1%
~6,354
Outflow to other regions
57.9%
~8,740

02 — Structural mismatch

Why existing rails fail

Not a jobs shortage — a verification and matching failure across HR platforms

Regional job–candidate mismatch (Worknet DB)
Supply–demand imbalance by field
Non-STEM oversupply

2.86 applicants per role in non-STEM fields (9,749 openings vs 27,888 seekers).

Expectation gap

Talent wants growth and culture; many regional employers cannot signal or deliver it.

KM.
Gig marketplaces (KMango, Soomgo)

No portfolio: regional talent cannot win first projects without existing references.

Price race: undercut by capital-city and global experienced sellers.

No local stickiness: fragmented gigs do not build regional employability.

JK.
Job boards (JobKorea, Saramin)

Credential filtering: pedigree over proof — regional talent excluded.

Information asymmetry: employers cannot signal real growth paths.

Outcome: intermediation without fixing verification.

B2G.
Public workforce programs

Short-term gigs: admin tasks with no durable hireable record.

Subsidy cliff: retention collapses when incentives end.

No skill artifact: programs do not produce portable proof-of-work.

03 — AI impact

Task automation & capability shift

The rungs junior talent used to climb are disappearing.

Generative AI is shifting entry-level demand from routine execution to AI-augmented problem definition.

Declining tasks

Routine knowledge work · basic coding · summarization · admin support

Rising capabilities

AI workflow design · domain prompting · complex problem solving

Projected shift in junior role requirements
Routine execution tasks
AI problem-solving skills

04 — Capital flows

Who pays for what

How budgets flow today — and where willingness-to-pay is moving

B2G (government) spend
Inefficiency zone
Regional revitalization / infraHardware-heavy
Youth employment subsidiesWage support — short-term
Startup grantsLow survival / concentrated
University industry programsWeak outcome linkage

Large public spend fails to produce verifiable work history or reduce hiring risk — capital evaporates without durable rails.

B2B (enterprise) spend
Rising WTP
Skills verification spendWTP rising ↑
Regional project outsourcingWTP rising ↑
LER platform subscriptionWTP rising ↑
Traditional headhunting feesFlat / declining ↓

Enterprises increasingly pay for verified work data outside the resume — the core driver of skills-based hiring.

05 — Strategy

Assetizing experience with LER

Local gigs → Learning & Employment Records → global career mobility

Skills-based hiring & WTP
Verification trust vs enterprise WTP

Global hiring is shifting from degrees to verified project experience. LER data commands the highest premium where it reduces uncertainty.

Degrees: high verification cost, low signal
D-GIG LER: immediate deployability signal
D-GIG solution architecture
01
Local Gig
Local projects

Short-cycle projects with regional employers and institutions — real business outcomes, not simulated tasks.

02
LER Data
Experience → data

Outcomes encoded as verified LER records — skills, reviews, and deliverables stored automatically.

03
Global Match
Global match

Skills-based remote hiring — global careers without relocation.

This satisfies growth and recognition locally — a psychological alternative to blind migration to capital cities.