YeboJobs Product Requirements Document (PRD)

Product: YeboJobs - African Job Matching Platform
Version: 1.0
Last Updated: 2026-03-19
Generated From: Actual Codebase Analysis

1. Vision & Problem Statement

Problem

Africa faces a massive employment disconnect:

Formal job market: University graduates and professionals struggle to find jobs that match their skills; employers waste time sifting through unqualified applicants
Informal economy: Skilled workers (plumbers, electricians, beauticians) have no way to build verifiable work credentials; customers can't find trustworthy service providers
Word of mouth culture: African hiring relies heavily on trust and reputation, but there's no digital way to capture or transfer this trust
Mobile-first reality: Most job seekers access opportunities via mobile, yet existing platforms are desktop-focused and clunky

Vision

YeboJobs is building Africa's job ecosystem that works for both:

Formal employment: TikTok-style job discovery with AI-powered matching and interviewing
Informal services: A trust marketplace where workers earn verifiable credentials (YeboScore) based on real work performance

Core Philosophy: In Africa, word of mouth > formal credentials. Repeat customers = real trust. YeboJobs digitizes this reality.

2. Solution Overview

YeboJobs is a dual-marketplace platform consisting of:

2.1 Formal Jobs Platform (Job Seekers & Employers)

TikTok-style job discovery: Swipe through jobs with video content
AI-powered interviews: Okia Service provides automated candidate screening
Smart matching: Personality and culture fit scoring
Experience Lab: Micro-credential courses that prove job readiness

2.2 Informal Services Platform (Workers & Clients)

Service worker profiles: Video-first portfolios showcasing real work
Client requests: Post service needs, get quotes from matched workers
YeboScore: Universal work credential based on customer reviews, reliability, repeat business
In-app messaging: Communicate and negotiate directly

2.3 Supporting Systems

Credits Economy: Monetization via purchasable credits for actions
Stripe Subscriptions: Tiered plans for advanced features
AI Onboarding: Chat-based profile creation via Okia
Admin Dashboard: Full billing, trial, and promotion management

3. Core Features (Based on Actual Code)

3.1 User Management

User Roles (UserRole enum)

Role	Description
`job_seeker`	Formal job seeker looking for employment
`service_worker`	Informal service provider (plumber, cleaner, etc.)
`client`	Needs services done
`hybrid`	Both worker and client

User Profile Fields

Basic: name, email, phone (unique), location, bio, profile picture
Video: profileVideo (intro video support)
Matching: personalityMatch[], culturePreferences[]
Privacy: showInterviewScores (boolean)
GPS: latitude, longitude (for services)

Authentication

Phone-based OTP via WhatsApp (NotificationService)
JWT access + refresh tokens
Separate auth flows for User vs Employer
bcrypt password hashing

3.2 Job Marketplace

Job Listings

Full job details: title, company, location, salary, currency
Job types: full_time, part_time, contract, internship, remote
Experience levels: entry, mid, senior, executive
Rich content: requirements[], benefits[], hashtags[]
Video: videoContent URL support
AI Interview config: aiInterviewEnabled, autoInviteOnApply, interviewQuestions, interviewTimeLimit
Engagement: applicationsCount, savesCount, sharesCount, boostLevel

Swipe System

TikTok-style discovery: like, dislike, superlike
Swipe history tracking (SwipeHistory model)
Saved jobs functionality

Applications

Status	Description
pending	Just applied
reviewed	Employer viewed
shortlisted	Made it to next round
rejected	Not selected
hired	Got the job

Cover letter support
CV upload (cvUrl)
AI Interview integration: interviewSessionId, interviewScore, interviewGrade

Placements

Tracks successful hires
Records: hiredDate, startDate, salary, currency
Links User → Job → Employer → Application

3.3 Employer Portal

Employer Profile

Company info: companyName, industry, companySize (enum: startup → enterprise)
Contact: email, phone, whatsappNumber
Branding: logo, website, description
Stats: jobsPosted, activeJobs
Verification: isVerified boolean

Employer Actions

Post jobs with AI interview configuration
Review applications
Invite candidates to AI interviews
Track hiring funnel
Access billing/subscription management

3.4 Informal Services Marketplace

Service Categories

Hierarchical: parent/child relationships
AI-generated categories from user input
Examples: plumber, kitchen renovation, electrician
Usage tracking for trending categories

Service Worker Profile

Headline & Bio: "Experienced Plumber - 10+ years"
Skills: Specific abilities like "burst pipe repair", "geyser installation"
Pricing (African negotiation style):
- priceMin / priceMax (ranges, not fixed!)
- priceNote: "Price depends on job complexity"
- negotiable: Boolean
- currency: Default "SZL" (Eswatini Lilangeni)
Location & Availability:
- GPS coordinates (latitude, longitude)
- serviceRadius (km willing to travel)
- availableDays[], availableFrom/To (hours)
- locationName: "Manzini, Eswatini"
Portfolio Media (Video-first!):
- introVideo: Short TikTok-style intro
- portfolioVideos[], portfolioImages[]
- certificateUrls[]
Trust & Verification:
- isVerified, idVerified, phoneVerified
Performance Stats:
- jobsCompleted, averageRating, reviewCount
- responseRate (%), responseTimeMin (avg minutes)
AI Profile:
- onboardingComplete, aiProfileScore (0-100)

Service Listings

Worker-created service offerings
Category-linked with subcategory option
Pricing ranges with notes
Duration estimates
Includes/excludes lists
Requirements (what client provides)
Stats: viewCount, inquiryCount, bookingCount

Service Requests (Client Posts)

Client describes what they need
AI extracts categoryTags from description
Location with GPS
Timing: preferredDate, preferredTime, isUrgent
Budget ranges with notes
Status: open, in_progress, completed, cancelled
AI matching: aiMatchedWorkers[] (suggested worker IDs)

Quotes System

Workers submit quotes on requests
Pricing: amount (and optional amountMax range)
Personal message to client
Availability info: canStartToday, availableDate
Status: pending, accepted, rejected, expired, withdrawn

Booking Lifecycle

Status	Description
pending	Request awaiting acceptance
accepted	Worker confirmed
declined	Worker declined
in_progress	Work started
completed	Work finished
cancelled	Called off
disputed	Issue raised

Full scheduling: date, time, estimated duration
Location: GPS + address
Agreed pricing
Source tracking: isOnPlatform (true = booked via app, false = word-of-mouth)
Payment tracking (future-ready): paymentStatus, paymentMethod, transactionId, platformFee

Review System

Ratings (1-5 stars):
- overallRating (required)
- qualityRating (work quality)
- punctualityRating (timeliness)
- communicationRating
- valueRating (value for money)
Title, comment, images (photos of completed work)
Worker can respond (workerResponse)
Verified only after completed booking

3.5 YeboScore: Universal Work Credential

Philosophy: African context considerations:

Word of mouth > formal credentials
Repeat customers = real trust
Community reputation matters
Showing up and doing good work > fancy certificates

Score Components (Weighted for Africa)

Component	Weight	Description
Customer Reviews	35%	Word of mouth is king
Reliability	25%	Do you show up and finish?
Repeat Business	20%	Do people come back?
Response Time	15%	Are you available?
Okia Interview	5%	Optional, for formal roles

Tiers

Tier	Min Score	Requirements
Platinum	80+	20+ jobs, 4.5+ rating, 50%+ repeat customers
Gold	60+	10+ jobs, 4.0+ rating, 30%+ repeat
Silver	40+	5+ jobs, 3.5+ rating
Bronze	0+	New worker

Badges

top_rated: 4.8+ stars with 10+ reviews
trusted: 50%+ repeat customers
fast_responder: <30 min avg response, 90%+ response rate
reliable: 95%+ completion rate
veteran: 1+ year, 50+ jobs
verified: ID verified

3.6 AI Onboarding (Okia Service Integration)

Session Types

worker_onboarding: Set up service worker profile via chat
service_matching: Find right service for needs
request_creation: AI helps write service request
general_work_interview: Okia interview for YeboScore

Okia Service (Separate Python FastAPI App)

Located in okia-service/
Uses Claude AI for conversations
Socket.IO for real-time chat
Webhook callbacks to YeboJobs backend
Extracts structured data from conversations

3.7 AI Interview System

Integration Flow

Employer enables AI interview on job posting
Candidate applies → optionally auto-invited
Okia creates interview session
Candidate completes interview via Okia interface
Okia sends webhook with scores
YeboJobs updates application with:
- interviewScore (0-100)
- interviewGrade (A+, A, B+, B, C, D, F)
- interviewStatus (pending, in_progress, completed, expired)

Score Categories

Technical
Communication
Problem Solving
Cultural Fit

Privacy Control

Users can toggle showInterviewScores to hide scores from employers.

3.8 Experience Lab (Gamified Learning)

Tracks

Categories: customer_service, data_entry, professional_communication
Difficulty: beginner, intermediate, advanced
Free or paid tracks
Can be employer-created

Tasks

Types: multiple_choice, text_response, file_upload, scenario
Auto-grading for MCQ and basic text analysis
XP rewards on completion
Max attempts limit (default 3)
Passing score (default 70%)

Progression System

XP & Levels:
- Level 1: 0 XP
- Level 2: 100 XP
- Level 10: 4,500 XP
Track Completion: Issues verifiable certificate
Certificates: Unique verification codes (YJ-XXXXXXXX)
Badges: first_task, perfect_score, first_try, track_complete_*, etc.

3.9 Credits System (Monetization)

Credit Costs (Actions)

Job Seeker:

Action	Credits
JOB_APPLY_ENTRY	5
JOB_APPLY_MID	8
JOB_APPLY_SENIOR	12
JOB_APPLY_COVER_LETTER	3
JOB_SAVE	1
MESSAGE_AFTER_FREE	3
INTERVIEW_RETAKE	15
INTERVIEW_TRANSCRIPT	10

Employer:

Action	Credits
POST_JOB	25
POST_JOB_FEATURED	50
POST_JOB_URGENT	35
VIEW_CV	3
SEND_INTERVIEW_INVITE	10
ACCESS_CONTACT_INFO	8
BULK_MESSAGE_10	20
HIRING_SUCCESS	50

Service Workers:

Action	Credits
CREATE_WORKER_PROFILE	10
ADD_EXTRA_CATEGORY	5
SUBMIT_QUOTE	2
BOOST_PROFILE_7_DAYS	30
PREMIUM_BADGE_MONTHLY	50

Clients:

Action	Credits
LIKE_WORKER	1
POST_SERVICE_REQUEST	8
POST_SERVICE_REQUEST_URGENT	20
MESSAGE_WORKER_AFTER_FREE	2
BOOK_WORKER_DIRECT	5

Credit Rewards

Reward	Credits
SIGNUP	5
VERIFY_PHONE	5
VERIFY_EMAIL	3
COMPLETE_PROFILE	10
ADD_PROFILE_PHOTO	3
CONNECT_WHATSAPP	5
FIRST_CV_UPLOAD	5
FIRST_INTERVIEW_COMPLETED	10
ADD_INTRO_VIDEO	10
REFERRAL_SIGNUP	15
REFERRAL_FIRST_PURCHASE	10
FIVE_STAR_REVIEW	2
DAILY_STREAK_7	5
DAILY_STREAK_30	25
YEBOSCORE_SILVER	20
YEBOSCORE_GOLD	50
YEBOSCORE_PLATINUM	100

Multi-Currency Support

Currencies table with PPP-adjusted pricing
Credit rate per currency
Tier system (1-5) for regional pricing
Supported: USD, ZAR, SZL, KES, NGN, etc.

Credit Packages

Multiple packages: Starter, Popular, Pro, Business
Base credits + bonus credits
Multi-currency prices

Payment Flow (Manual)

User selects package and currency
Payment request created (48h expiry)
User pays via local method (MTN MoMo, bank transfer, M-Pesa, etc.)
User submits payment reference
Admin confirms → credits added
Full audit trail via CreditTransaction

Worker Cashout

Minimum 100 credits
Freeze credits during processing
Platform fee: 15% on bookings
Multiple payout methods

3.10 Stripe Billing System

Subscription Tiers

Tier	Description
free	Basic access
pro	Advanced features
business	Full platform access
enterprise	Custom pricing

Subscription Status

active, trialing, past_due, canceled, unpaid, paused

Admin Controls

Free Trials: Admin can grant custom trial periods
Vouchers: Create discount codes with:
- Types: percentage, fixed_amount, free_trial, credits
- Scope: all_users, new_users_only, specific_users
- Usage limits, date ranges, stackability rules
Promotions: Site-wide banners with voucher links

Billing Features

StripeCustomer linking (User or Employer)
Multiple payment methods on file
Invoice tracking
Webhook event idempotency (WebhookEvent model)

3.11 Messaging System

Conversation Types

Type	Context
job_inquiry	About a job application
booking_inquiry	About a service booking/quote

Features

Multi-participant conversations
Message types: text, image, system
Status tracking: sent, delivered, read
Unread counts per participant
Reply-to threading
Typing indicators (lastTypingAt)
Mute, pin, archive, delete (soft)

3.12 CV Management

AI-Generated CVs

Created via Okia chat sessions
Structured data extraction:
- personal_info: full_name, email, phone, location, profile_summary
- experience: company, position, dates, achievements
- education: institution, degree, field, graduation
- skills: technical[], soft[]
- languages: language, proficiency
- certifications: name, issuer, year

CV Features

Multiple CVs per user
Default CV flag
Privacy control (isPublic)
Source tracking: ai_chat, manual, import

3.13 WhatsApp Alerts

Alert Types

new_job_match
booking_update
new_quote
review_received

Integration

Uses shared Eneza notification worker
HTTP client with retry logic (exponential backoff)
Status tracking: pending, sent, failed

3.14 Blog System

Full CMS with BlogPost model
Slug-based URLs
Categories, tags
Scheduled publishing
AI author support

4. User Journeys

4.1 Job Seeker Journey

1. SIGNUP
   ├── Enter phone number
   ├── Receive OTP via WhatsApp
   ├── Verify and create account
   └── Receive 5 signup credits

2. PROFILE SETUP
   ├── Basic info (name, location)
   ├── Upload profile picture (+3 credits)
   ├── Add education & experience
   ├── Complete AI onboarding (+10 credits)
   └── Upload/generate CV (+5 credits)

3. JOB DISCOVERY
   ├── Browse TikTok-style job feed
   ├── Swipe right (like) / left (dislike) / up (superlike)
   ├── Save interesting jobs
   └── View job details and videos

4. APPLICATION
   ├── Apply with CV (-5 to -12 credits based on level)
   ├── Optional: Add cover letter (-3 credits)
   ├── If AI interview enabled → invited
   └── Track application status

5. AI INTERVIEW
   ├── Receive interview invitation
   ├── Complete via Okia interface
   ├── Get scored (0-100)
   └── Optionally hide scores from employers

6. HIRED
   ├── Employer marks as hired
   ├── Placement record created
   └── Update profile with new experience

4.2 Employer Journey

1. SIGNUP
   ├── Company registration (email-based)
   ├── Set up company profile
   └── Select subscription tier

2. POST JOB
   ├── Job details + requirements
   ├── Set salary and benefits
   ├── Configure AI interview (optional)
   ├── Pay credits (-25 to -50)
   └── Job goes live

3. REVIEW APPLICATIONS
   ├── Browse applicant profiles
   ├── View CVs (-3 credits per view)
   ├── Check AI interview scores
   └── Shortlist candidates

4. HIRE
   ├── Send interview invites (-10 credits)
   ├── Conduct additional interviews
   ├── Mark successful candidate as hired
   └── Complete placement

5. MANAGE BILLING
   ├── View subscription status
   ├── Purchase credit packages
   ├── Apply voucher codes
   └── Download invoices

4.3 Service Worker Journey

1. SIGNUP
   ├── Phone verification
   ├── Choose role: service_worker
   └── Receive signup credits

2. PROFILE SETUP (via AI Onboarding)
   ├── Chat with Okia
   ├── Describe skills & experience
   ├── Set pricing ranges
   ├── Upload intro video
   ├── Add portfolio images/videos
   └── AI generates profile

3. CREATE LISTINGS
   ├── Define services offered
   ├── Set pricing with negotiation notes
   ├── Specify what's included/excluded
   └── Add service images

4. FIND WORK
   ├── Swipe through client requests
   ├── Submit quotes (-2 credits)
   ├── Respond to direct messages
   └── Accept bookings

5. COMPLETE JOBS
   ├── Arrive on time
   ├── Mark job started
   ├── Complete work
   ├── Mark job completed
   └── Receive payment

6. BUILD YEBOSCORE
   ├── Get client reviews
   ├── Build repeat customer base
   ├── Improve response time
   ├── Earn tier upgrades
   └── Unlock badges

7. CASHOUT
   ├── Request cashout (min 100 credits)
   ├── Select payment method
   ├── Admin processes
   └── Receive funds (minus 15% fee)

4.4 Client Journey

1. SIGNUP
   ├── Phone verification
   ├── Choose role: client
   └── Receive signup credits

2. FIND WORKERS
   ├── Browse service worker profiles
   ├── Filter by category, location, rating
   ├── Watch intro videos
   ├── Check YeboScore
   └── Like workers (-1 credit)

3. POST REQUEST
   ├── Describe what you need
   ├── AI extracts category tags
   ├── Set budget range
   ├── Set preferred date/time
   ├── Mark urgent if needed
   ├── Pay credits (-8 or -20)
   └── AI matches relevant workers

4. RECEIVE QUOTES
   ├── Workers submit quotes
   ├── Compare pricing & availability
   ├── Chat with workers
   └── Negotiate if needed

5. BOOK SERVICE
   ├── Accept a quote
   ├── Confirm booking details
   ├── Worker accepts/declines
   └── Job scheduled

6. AFTER SERVICE
   ├── Worker completes job
   ├── Mark as completed
   ├── Submit review (detailed ratings)
   ├── Upload photos of work
   └── Optionally tip/recommend

4.5 Admin Journey

1. BILLING MANAGEMENT
   ├── Review pending payment requests
   ├── Confirm or reject payments
   ├── Process cashout requests
   ├── Manage subscriptions
   └── Issue refunds

2. TRIAL MANAGEMENT
   ├── Grant free trials to users
   ├── Set custom duration
   ├── Send expiry reminders
   ├── Extend or revoke trials
   └── Track conversions

3. VOUCHER MANAGEMENT
   ├── Create voucher codes
   ├── Set discount rules
   ├── Limit to specific users
   ├── Track usage
   └── Deactivate expired vouchers

4. PROMOTIONS
   ├── Create site-wide banners
   ├── Link to vouchers
   ├── Target specific user types
   ├── Schedule start/end dates
   └── A/B test messaging

5. ANALYTICS
   ├── Revenue reports
   ├── Subscription analytics
   ├── Trial conversion rates
   ├── Voucher performance
   └── User breakdowns

5. Data Models (Complete)

5.1 Core User Models

User

prisma

model User {
  id                  String    @id @default(cuid())
  name                String
  email               String?
  password            String
  phone               String    @unique
  location            String
  bio                 String?
  profilePicture      String?
  profileVideo        String?
  personalityMatch    String[]  @default([])
  culturePreferences  String[]  @default([])
  isActive            Boolean   @default(true)
  lastLogin           DateTime?
  refreshToken        String?
  showInterviewScores Boolean   @default(true)
  role                UserRole  @default(job_seeker)
  latitude            Float?
  longitude           Float?
  subscriptionTier    SubscriptionTier @default(free)
  subscriptionStatus  SubscriptionStatus?
  createdAt           DateTime  @default(now())
  updatedAt           DateTime  @updatedAt
}

Employer

prisma

model Employer {
  id             String      @id @default(cuid())
  companyName    String
  email          String      @unique
  password       String
  industry       String
  companySize    CompanySize
  description    String
  phone          String
  whatsappNumber String?
  logo           String?
  website        String?
  location       String
  isVerified     Boolean     @default(false)
  jobsPosted     Int         @default(0)
  activeJobs     Int         @default(0)
  joinedDate     DateTime    @default(now())
  refreshToken   String?
  subscriptionTier   SubscriptionTier @default(free)
  subscriptionStatus SubscriptionStatus?
  createdAt      DateTime    @default(now())
  updatedAt      DateTime    @updatedAt
}

5.2 Job Models

Job (All Fields)

prisma

model Job {
  id                 String          @id @default(cuid())
  title              String
  company            String
  location           String
  salary             Decimal         @db.Decimal(12, 2)
  currency           String          @default("USD")
  description        String
  requirements       String[]        @default([])
  benefits           String[]        @default([])
  jobType            JobType         // full_time, part_time, contract, internship, remote
  experienceLevel    ExperienceLevel // entry, mid, senior, executive
  applicationsCount  Int             @default(0)
  savesCount         Int             @default(0)
  sharesCount        Int             @default(0)
  videoContent       String?
  isActive           Boolean         @default(true)
  postedDate         DateTime        @default(now())
  expiryDate         DateTime
  hashtags           String[]        @default([])
  trending           Boolean         @default(false)
  boostLevel         Int             @default(0) @db.SmallInt
  cultureFit         String[]        @default([])
  personalityMatch   String[]        @default([])
  whatsappContact    String?
  email              String
  employerId         String
  aiInterviewEnabled Boolean         @default(false)
  autoInviteOnApply  Boolean         @default(false)
  interviewQuestions Int             @default(10)
  interviewTimeLimit Int             @default(15)
  createdAt          DateTime        @default(now())
  updatedAt          DateTime        @updatedAt
}

Application

prisma

model Application {
  id                   String            @id @default(cuid())
  userId               String
  jobId                String
  employerId           String
  status               ApplicationStatus @default(pending)
  coverLetter          String?
  cvUrl                String?
  appliedDate          DateTime          @default(now())
  lastUpdated          DateTime          @default(now()) @updatedAt
  interviewSessionId   String?
  interviewStatus      String?   // pending, in_progress, completed, expired
  interviewScore       Int?      // 0-100
  interviewGrade       String?   // A+, A, B+, B, C, D, F
  interviewCompletedAt DateTime?
  createdAt            DateTime          @default(now())
  updatedAt            DateTime          @updatedAt

  @@unique([userId, jobId])
}

5.3 Services Models

ServiceWorkerProfile (All Fields)

prisma

model ServiceWorkerProfile {
  id              String   @id @default(cuid())
  userId          String   @unique
  headline        String
  bio             String?
  skills          String[] @default([])
  yearsExperience Int      @default(0)
  priceMin        Decimal? @db.Decimal(10, 2)
  priceMax        Decimal? @db.Decimal(10, 2)
  priceNote       String?
  currency        String   @default("SZL")
  negotiable      Boolean  @default(true)
  latitude        Float?
  longitude       Float?
  locationName    String
  serviceRadius   Int      @default(25)
  isAvailable     Boolean  @default(true)
  availableDays   String[] @default(["monday","tuesday","wednesday","thursday","friday"])
  availableFrom   String?  @default("08:00")
  availableTo     String?  @default("17:00")
  introVideo      String?
  portfolioVideos String[] @default([])
  portfolioImages String[] @default([])
  certificateUrls String[] @default([])
  isVerified      Boolean  @default(false)
  idVerified      Boolean  @default(false)
  phoneVerified   Boolean  @default(true)
  jobsCompleted   Int      @default(0)
  averageRating   Decimal  @default(0) @db.Decimal(2, 1)
  reviewCount     Int      @default(0)
  responseRate    Int      @default(100)
  responseTimeMin Int      @default(60)
  onboardingComplete Boolean @default(false)
  aiProfileScore  Int?
  createdAt       DateTime @default(now())
  updatedAt       DateTime @updatedAt
}

ServiceBooking (All Fields)

prisma

model ServiceBooking {
  id              String        @id @default(cuid())
  clientId        String
  workerId        String
  listingId       String?
  requestId       String?
  categoryId      String?
  description     String
  categoryTags    String[]      @default([])
  scheduledDate   DateTime
  scheduledTime   String?
  estimatedDuration String?
  latitude        Float
  longitude       Float
  locationName    String
  address         String
  agreedPrice     Decimal       @db.Decimal(10, 2)
  currency        String        @default("SZL")
  priceNotes      String?
  status          BookingStatus @default(pending)
  acceptedAt      DateTime?
  startedAt       DateTime?
  completedAt     DateTime?
  cancelledAt     DateTime?
  clientPhone     String
  workerPhone     String
  notes           String?
  isOnPlatform    Boolean       @default(true)
  sourceNote      String?
  paymentStatus   String        @default("unpaid")
  paymentMethod   String?
  transactionId   String?
  platformFee     Decimal?      @db.Decimal(10, 2)
  createdAt       DateTime      @default(now())
  updatedAt       DateTime      @updatedAt
}

YeboScore (All Fields)

prisma

model YeboScore {
  id               String   @id @default(cuid())
  userId           String   @unique
  generalScore     Int?     // Okia interview (0-100)
  generalGrade     String?  // A+, A, B+, B, C, D, F
  skillScores      Json?    // {"plumbing": 85, "electrical": null}
  lastInterviewAt  DateTime?
  reliabilityScore Int      @default(50)
  responseScore    Int      @default(50)
  customerRating   Decimal  @default(0) @db.Decimal(2, 1)
  reviewCount      Int      @default(0)
  overallScore     Int      @default(0)
  tier             YeboTier @default(bronze)
  badges           String[] @default([])
  lastCalculatedAt DateTime @default(now())
  createdAt        DateTime @default(now())
  updatedAt        DateTime @updatedAt
}

5.4 Billing Models

UserCredits

prisma

model UserCredits {
  id             String   @id @default(cuid())
  userId         String   @unique
  balance        Int      @default(0)
  frozenBalance  Int      @default(0)  // In escrow
  totalPurchased Int      @default(0)
  totalSpent     Int      @default(0)
  totalEarned    Int      @default(0)
  totalBonuses   Int      @default(0)
  createdAt      DateTime @default(now())
  updatedAt      DateTime @updatedAt
}

CreditTransaction

prisma

model CreditTransaction {
  id            String   @id @default(cuid())
  userId        String
  type          String   // purchase, spend, earn, refund, freeze, unfreeze, bonus, referral
  amount        Int      // Positive = add, Negative = deduct
  action        String   // job_apply, post_job, booking, signup, etc.
  description   String
  referenceType String?
  referenceId   String?
  balanceBefore Int
  balanceAfter  Int
  createdAt     DateTime @default(now())
}

Subscription

prisma

model Subscription {
  id                   String             @id @default(cuid())
  stripeSubscriptionId String?            @unique
  stripeCustomerId     String
  tier                 SubscriptionTier   @default(free)
  status               SubscriptionStatus @default(active)
  priceId              String?
  currentPeriodStart   DateTime?
  currentPeriodEnd     DateTime?
  billingInterval      BillingInterval?
  trialStart           DateTime?
  trialEnd             DateTime?
  isAdminGrantedTrial  Boolean            @default(false)
  trialGrantedBy       String?
  trialNote            String?
  cancelAtPeriodEnd    Boolean            @default(false)
  canceledAt           DateTime?
  cancelReason         String?
  featuresJson         Json?
  createdAt            DateTime           @default(now())
  updatedAt            DateTime           @updatedAt
}

Voucher (All Fields)

prisma

model Voucher {
  id                  String              @id @default(cuid())
  code                String              @unique
  name                String
  description         String?
  type                VoucherType         // percentage, fixed_amount, free_trial, credits
  discountValue       Decimal?            @db.Decimal(10, 2)
  maxDiscountAmount   Decimal?            @db.Decimal(10, 2)
  bonusCredits        Int                 @default(0)
  trialDays           Int                 @default(0)
  scope               VoucherScope        @default(all_users)
  applicableTiers     SubscriptionTier[]  @default([])
  applicableIntervals BillingInterval[]   @default([])
  subscriberTypes     SubscriberType[]    @default([user, employer])
  maxTotalUses        Int?
  maxUsesPerUser      Int                 @default(1)
  currentUses         Int                 @default(0)
  isActive            Boolean             @default(true)
  startsAt            DateTime            @default(now())
  expiresAt           DateTime?
  isStackable         Boolean             @default(false)
  isExclusive         Boolean             @default(false)
  stripeCouponId      String?
  createdBy           String
  createdAt           DateTime            @default(now())
  updatedAt           DateTime            @updatedAt
}

5.5 Experience Lab Models

ExperienceTrack

prisma

model ExperienceTrack {
  id             String   @id @default(cuid())
  name           String
  slug           String   @unique
  description    String
  category       String   // customer_service, data_entry, etc.
  difficulty     String   // beginner, intermediate, advanced
  estimatedHours Float
  iconUrl        String?
  isActive       Boolean  @default(true)
  isFree         Boolean  @default(true)
  employerId     String?  // null = YeboJobs official
  createdAt      DateTime @default(now())
  updatedAt      DateTime @updatedAt
}

ExperienceTask

prisma

model ExperienceTask {
  id               String  @id @default(cuid())
  trackId          String
  orderIndex       Int
  title            String
  description      String
  instructions     String  // markdown
  taskType         String  // multiple_choice, text_response, file_upload, scenario
  taskData         Json    // questions, options, rubric
  estimatedMinutes Int
  passingScore     Int     @default(70)
  maxAttempts      Int     @default(3)
  resources        Json?   // [{title, url}]
  xpReward         Int     @default(50)
  createdAt        DateTime @default(now())
  updatedAt        DateTime @updatedAt
  
  @@unique([trackId, orderIndex])
}

5.6 All Enums

prisma

enum CompanySize { startup, small, medium, large, enterprise }
enum JobType { full_time, part_time, contract, internship, remote }
enum ExperienceLevel { entry, mid, senior, executive }
enum ApplicationStatus { pending, reviewed, shortlisted, rejected, hired }
enum SwipeAction { like, dislike, superlike }
enum UserRole { job_seeker, service_worker, client, hybrid }
enum BookingStatus { pending, accepted, declined, in_progress, completed, cancelled, disputed }
enum YeboTier { bronze, silver, gold, platinum }
enum SubscriptionTier { free, pro, business, enterprise }
enum SubscriptionStatus { active, trialing, past_due, canceled, unpaid, paused }
enum SubscriberType { user, employer }
enum VoucherType { percentage, fixed_amount, free_trial, credits }
enum VoucherScope { all_users, new_users_only, specific_users }
enum PromotionStatus { draft, scheduled, active, ended, paused }
enum TrialStatus { active, expired, converted, revoked }
enum BillingInterval { monthly, yearly }
enum MessageStatus { sent, delivered, read }
enum MessageType { text, image, system }
enum ConversationType { job_inquiry, booking_inquiry }

6. API Reference

6.1 Authentication Routes (`/api/auth`)

Method	Endpoint	Description
POST	`/register`	User registration with phone OTP
POST	`/login`	User login (phone + password)
POST	`/employer/register`	Employer registration
POST	`/employer/login`	Employer login (email + password)
POST	`/refresh`	Refresh access token
POST	`/logout`	Invalidate refresh token
POST	`/verify-otp`	Verify phone OTP
POST	`/resend-otp`	Resend OTP code
POST	`/forgot-password`	Password reset request
POST	`/reset-password`	Complete password reset

6.2 User Routes (`/api/user`)

Method	Endpoint	Auth	Description
GET	`/profile`	User	Get own profile
PUT	`/profile`	User	Update profile
GET	`/profile/:id`	Optional	Get user public profile
POST	`/profile/picture`	User	Upload profile picture
POST	`/education`	User	Add education
PUT	`/education/:id`	User	Update education
DELETE	`/education/:id`	User	Delete education
POST	`/experience`	User	Add work experience
PUT	`/experience/:id`	User	Update experience
DELETE	`/experience/:id`	User	Delete experience
GET	`/applications`	User	Get user's applications

6.3 Job Routes (`/api/jobs`)

Method	Endpoint	Auth	Description
GET	`/`	Optional	List jobs (with filters)
GET	`/feed`	Optional	TikTok-style job feed
GET	`/:id`	Optional	Get job details
POST	`/`	Employer	Create job posting
PUT	`/:id`	Employer	Update job
DELETE	`/:id`	Employer	Delete job
POST	`/:id/swipe`	User	Swipe on job
POST	`/:id/save`	User	Save job
DELETE	`/:id/save`	User	Unsave job
GET	`/saved`	User	Get saved jobs

6.4 Application Routes (`/api/applications`)

Method	Endpoint	Auth	Description
POST	`/`	User	Apply for job
GET	`/`	User	Get user's applications
GET	`/:id`	User/Employer	Get application details
PUT	`/:id/status`	Employer	Update application status
DELETE	`/:id`	User	Withdraw application

6.5 Employer Routes (`/api/employer`)

Method	Endpoint	Auth	Description
GET	`/profile`	Employer	Get company profile
PUT	`/profile`	Employer	Update company profile
GET	`/jobs`	Employer	List employer's jobs
GET	`/applications`	Employer	List all applications
GET	`/stats`	Employer	Get hiring stats

6.6 Services Routes (`/api/services`)

Method	Endpoint	Auth	Description
GET	`/categories`	Public	List service categories
GET	`/categories/:slug`	Public	Get category by slug
POST	`/worker/profile`	User	Create worker profile
PUT	`/worker/profile`	User	Update worker profile
GET	`/worker/profile/:id`	Public	Get worker profile
GET	`/workers`	Public	Search workers
GET	`/workers/feed`	User	TikTok-style worker feed
POST	`/workers/:id/swipe`	User	Swipe on worker
POST	`/listings`	Worker	Create service listing
GET	`/listings/:id`	Public	Get listing details
PUT	`/listings/:id`	Worker	Update listing
DELETE	`/listings/:id`	Worker	Delete listing

6.7 Booking Routes (`/api/bookings`)

Method	Endpoint	Auth	Description
POST	`/`	User	Create booking
GET	`/`	User	List user's bookings
GET	`/:id`	User	Get booking details
PUT	`/:id/status`	User/Worker	Update booking status
POST	`/:id/complete`	Worker	Mark completed
POST	`/:id/review`	Client	Submit review

6.8 Reviews Routes (`/api/reviews`)

Method	Endpoint	Auth	Description
GET	`/worker/:workerId`	Public	Get worker reviews
POST	`/:bookingId`	User	Create review
PUT	`/:id`	User	Update review
POST	`/:id/respond`	Worker	Worker response

6.9 Credits Routes (`/api/credits`)

Method	Endpoint	Auth	Description
GET	`/balance`	User	Get credit balance
GET	`/transactions`	User	Get transaction history
GET	`/packages`	Public	List credit packages
POST	`/purchase`	User	Create payment request
POST	`/purchase/:id/reference`	User	Submit payment reference
GET	`/currencies`	Public	List supported currencies
POST	`/cashout`	User	Request cashout
GET	`/cashout`	User	Get cashout history

6.10 Billing Routes (`/api/billing`)

Method	Endpoint	Auth	Description
GET	`/subscription`	User	Get subscription status
POST	`/checkout`	User	Create Stripe checkout session
POST	`/manage`	User	Create Stripe portal session
GET	`/plans`	Public	List subscription plans
POST	`/voucher/validate`	User	Validate voucher code
POST	`/voucher/apply`	User	Apply voucher
GET	`/invoices`	User	Get invoice history

6.11 Subscription Routes (`/api/subscriptions`)

Method	Endpoint	Auth	Description
GET	`/`	User	Get active subscription
POST	`/cancel`	User	Cancel subscription
POST	`/resume`	User	Resume cancelled subscription

6.12 Interview Routes (`/api/interviews`)

Method	Endpoint	Auth	Description
POST	`/invite`	Employer	Invite to AI interview
GET	`/status/:applicationId`	User/Employer	Get interview status
GET	`/pending`	User	Get pending interviews
GET	`/`	User	Get all interviews
GET	`/session/:applicationId`	User	Get interview session URL
PUT	`/privacy`	User	Update score visibility
GET	`/employer`	Employer	Get applications with interviews
POST	`/webhook/completed`	System	Okia webhook handler

6.13 Experience Routes (`/api/experience`)

Method	Endpoint	Auth	Description
GET	`/tracks`	Public	List all tracks
GET	`/tracks/:slug`	Public	Get track by slug
POST	`/tracks/:id/enroll`	User	Enroll in track
GET	`/enrollments`	User	Get user enrollments
GET	`/tasks/:id`	User	Get task with progress
POST	`/tasks/:id/submit`	User	Submit task
GET	`/certificates`	User	Get user certificates
GET	`/certificates/verify/:code`	Public	Verify certificate
GET	`/progress`	User	Get full progress summary
GET	`/leaderboard`	Public	Get XP leaderboard

6.14 AI Onboarding Routes (`/api/ai-onboarding`)

Method	Endpoint	Auth	Description
POST	`/session`	User	Start AI onboarding session
GET	`/session/:token`	User	Get session status
POST	`/session/:token/message`	User	Send message to AI
POST	`/session/:token/complete`	User	Complete session

6.15 Messages Routes (`/api/messages`)

Method	Endpoint	Auth	Description
GET	`/conversations`	User	List conversations
POST	`/conversations`	User	Create conversation
GET	`/conversations/:id`	User	Get conversation messages
POST	`/conversations/:id/messages`	User	Send message
PUT	`/conversations/:id/read`	User	Mark as read
PUT	`/conversations/:id/archive`	User	Archive conversation

6.16 Placement Routes (`/api/placements`)

Method	Endpoint	Auth	Description
POST	`/`	Employer	Create placement
GET	`/employer`	Employer	Get employer placements
GET	`/user`	User	Get user placements
GET	`/:id`	Any	Get placement details

6.17 Dashboard Routes (`/api/dashboard`)

Method	Endpoint	Auth	Description
GET	`/metrics`	Dashboard	Get dashboard metrics

6.18 Admin Billing Routes (`/api/admin/billing`)

Method	Endpoint	Auth	Description
GET	`/subscriptions`	Admin	List subscriptions
POST	`/subscriptions/:id/cancel`	Admin	Cancel subscription
POST	`/subscriptions/:id/refund`	Admin	Refund subscription
GET	`/trials`	Admin	List free trials
POST	`/trials`	Admin	Grant free trial
PUT	`/trials/:id`	Admin	Extend trial
DELETE	`/trials/:id/revoke`	Admin	Revoke trial
GET	`/vouchers`	Admin	List vouchers
POST	`/vouchers`	Admin	Create voucher
PUT	`/vouchers/:id`	Admin	Update voucher
DELETE	`/vouchers/:id`	Admin	Deactivate voucher
GET	`/promotions`	Admin	List promotions
POST	`/promotions`	Admin	Create promotion
GET	`/analytics/*`	Admin	Various analytics endpoints

6.19 Webhook Routes (`/api/webhooks`)

Method	Endpoint	Auth	Description
POST	`/stripe`	Stripe Signature	Stripe webhook handler

7. Service Architecture

7.1 Backend Structure

yebojobs/backend/
├── prisma/
│   └── schema.prisma          # Database schema
├── src/
│   ├── config/
│   │   ├── prisma.ts          # Prisma client
│   │   └── stripe.ts          # Stripe configuration
│   ├── controllers/           # Request handlers
│   ├── services/              # Business logic
│   ├── routes/                # API routes
│   ├── middleware/
│   │   ├── auth.middleware.ts # JWT auth
│   │   └── validation.middleware.ts
│   ├── utils/
│   │   ├── ApiResponse.ts     # Standardized responses
│   │   └── jwt.ts             # Token utilities
│   └── app.ts                 # Express setup

7.2 External Services

Okia Service: AI interviews (Python/FastAPI + Claude)
Eneza Notifications: WhatsApp messaging
Stripe: Payment processing
Cloudflare R2: File storage (implied)
GCP Cloud Run: Hosting

7.3 Key Services

YeboScoreService

calculateScore(userId): Calculates weighted score
updateInterviewScore(): Updates from Okia
getScoreWithBreakdown(): Full score details

CreditsService

spendCredits(): Deduct credits
earnCredits(): Add earned credits
freezeCredits(): Escrow for bookings
releaseEscrow(): Complete booking payment
addBonusCredits(): Reward system

NotificationService

sendVerificationCode(): WhatsApp OTP
Retry with exponential backoff

ExperienceService

Track/task management
Auto-grading (MCQ, text analysis)
XP/leveling system
Certificate generation

8. Authentication & Authorization

8.1 Authentication Methods

Users: Phone + OTP + Password
Employers: Email + Password

8.2 Token System

Access Token: Short-lived JWT
Refresh Token: Long-lived, stored in DB
Decoded payload: { id, type: 'user' | 'employer' }

8.3 Middleware

Middleware	Description
`authMiddleware`	Requires valid JWT
`userAuth`	Requires `type === 'user'`
`employerAuth`	Requires `type === 'employer'`
`optionalAuth`	Sets user if token valid, doesn't require
`dashboardAuthMiddleware`	Admin dashboard access

8.4 OTP Flow

Request OTP → WhatsApp via Eneza notification service
OTP code hashed with bcrypt, stored in VerificationCode
Max 5 attempts, 10-minute expiry
Verify → Create account / Reset password

9. Payment/Billing

9.1 Dual Payment System

Manual Credits (Africa-focused)

Credit packages with multi-currency pricing
Local payment methods: MTN MoMo, M-Pesa, bank transfer, Airtel Money
Manual confirmation by admin
48-hour payment window

Stripe (International)

Subscription management
Card payments
Webhook-based updates
Automatic renewal

9.2 Platform Fee

15% on service bookings
Deducted when escrow released to worker

9.3 Escrow System

Client books service → credits frozen
Worker completes job → marked complete
Escrow released: worker gets 85%, platform 15%
If cancelled: full refund to client

10. Matching Algorithm

10.1 Job Matching (Implicit)

Location-based filtering
Job type and experience level matching
Personality/culture fit arrays (for future scoring)
Hashtag matching potential

10.2 Service Worker Matching

GPS-based radius search (serviceRadius km)
Category matching via tags
AI extraction of categoryTags from request description
Availability filtering (days, hours)
Rating/YeboScore sorting

10.3 AI Matching (Service Requests)

aiMatchedWorkers[] field on ServiceRequest
Populated by AI analysis of request vs worker profiles
Considers: skills, location, availability, ratings

11. Notifications

11.1 WhatsApp Alerts

Sent via Eneza notification worker
Types: new_job_match, booking_update, new_quote, review_received
Status tracking: pending → sent/failed

11.2 Notification Triggers

New job matching user profile
Booking status changes
New quotes on requests
Review received
Interview invitations

12. Technical Stack

12.1 Backend

Runtime: Node.js with TypeScript
Framework: Express.js
ORM: Prisma
Database: PostgreSQL (Neon serverless)
Auth: JWT (jsonwebtoken)
Validation: Joi
Payments: Stripe SDK

12.2 Frontend

Framework: React 18 with TypeScript
Build Tool: Vite
Styling: Tailwind CSS
UI Components: Headless UI
Animation: Framer Motion
State: React Context (implied)
Real-time: Socket.io client

12.3 Admin Dashboard

Separate React app (yebojobs-admin/)
Full billing/trial/voucher management
Analytics dashboards

12.4 Okia Service (AI Interviews)

Language: Python
Framework: FastAPI
AI: Claude (Anthropic)
Real-time: Socket.IO
Database: PostgreSQL (SQLAlchemy/Alembic)

12.5 Infrastructure

Hosting: GCP Cloud Run
Database: Neon (serverless Postgres)
Files: Cloudflare R2 (implied)
Notifications: Eneza notification service
CI/CD: GCP Cloud Build

13. Gaps & What's Missing

13.1 Not Yet Implemented

Real-time chat: Socket.IO for messages (client exists, server implementation unclear)
Push notifications: Mobile app push (only WhatsApp currently)
Video upload processing: No video transcoding pipeline visible
Search: Full-text search enabled in Prisma but implementation unclear
Escrow payment integration: Credits system ready, but no mobile money API integration
Referral tracking: Reward logic exists but referral link generation missing
Analytics events: User behavior tracking for recommendations

13.2 Future Enhancements Indicated in Code

Service matching AI: aiMatchedWorkers field exists, needs implementation
Daily streak tracking: Reward constants exist, tracking logic needed
Payment method storage: Schema ready for saved payment methods
Employer job analytics: View counts, application funnel
Worker calendar/scheduling: Availability exists, calendar view needed

13.3 Admin Features Needed

User/employer management UI
Content moderation (reviews, profiles)
Dispute resolution workflow
Financial reconciliation

13.4 Mobile App

Frontend is web-only currently
Progressive Web App or native needed for full experience

13.5 Documentation

API docs (Swagger/OpenAPI) not found
Developer onboarding docs missing

Appendix A: Environment Variables

env

# Database
DATABASE_URL=postgresql://...
DIRECT_URL=postgresql://...

# Auth
JWT_SECRET=...
JWT_REFRESH_SECRET=...

# Stripe
STRIPE_SECRET_KEY=sk_...
STRIPE_PUBLISHABLE_KEY=pk_...
STRIPE_WEBHOOK_SECRET=whsec_...

# Okia Integration
OKIA_SERVICE_URL=https://okia-service-xxx.run.app
OKIA_WEBHOOK_SECRET=...

# Notifications
NOTIFICATION_SERVICE_URL=https://notifications.eneza.app
NOTIFICATION_SERVICE_API_KEY=...

# Environment
NODE_ENV=production
PORT=8080

Appendix B: Database Indexes

Key performance indexes defined in schema:

users: phone, location, (latitude, longitude)
jobs: location, employerId, isActive+postedDate, expiryDate
applications: employerId+status, appliedDate, interviewSessionId
service_worker_profiles: (latitude, longitude), isAvailable+averageRating, locationName
service_bookings: clientId+status, workerId+status, scheduledDate
reviews: workerId+overallRating, workerId+createdAt
credit_transactions: userId+createdAt, action, type
yebo_scores: tier+overallScore

This PRD represents the actual implemented state of YeboJobs as of the codebase analysis date. Features marked as "exists" are present in the code; gaps are identified based on incomplete implementations or missing integrations.

API

Backend API

Okia AI Service

Frontend

Student Dashboard

Teacher Dashboard

Parent Dashboard

School Admin Dashboard

YeboJobs Product Requirements Document (PRD) ​

1. Vision & Problem Statement ​

Problem ​

Vision ​

2. Solution Overview ​

2.1 Formal Jobs Platform (Job Seekers & Employers) ​

2.2 Informal Services Platform (Workers & Clients) ​

2.3 Supporting Systems ​

3. Core Features (Based on Actual Code) ​

3.1 User Management ​

User Roles (UserRole enum) ​

User Profile Fields ​

Authentication ​

3.2 Job Marketplace ​

Job Listings ​

Swipe System ​

Applications ​

Placements ​

3.3 Employer Portal ​

Employer Profile ​

Employer Actions ​

3.4 Informal Services Marketplace ​

Service Categories ​

Service Worker Profile ​

Service Listings ​

Service Requests (Client Posts) ​

Quotes System ​

Booking Lifecycle ​

Review System ​

3.5 YeboScore: Universal Work Credential ​

Score Components (Weighted for Africa) ​

Tiers ​

Badges ​

3.6 AI Onboarding (Okia Service Integration) ​

Session Types ​

Okia Service (Separate Python FastAPI App) ​

3.7 AI Interview System ​

Integration Flow ​

Score Categories ​

Privacy Control ​

3.8 Experience Lab (Gamified Learning) ​

Tracks ​

Tasks ​

Progression System ​

3.9 Credits System (Monetization) ​

Credit Costs (Actions) ​

Credit Rewards ​

Multi-Currency Support ​

Credit Packages ​

Payment Flow (Manual) ​

Worker Cashout ​

3.10 Stripe Billing System ​

Subscription Tiers ​

Subscription Status ​

Admin Controls ​

Billing Features ​

3.11 Messaging System ​

Conversation Types ​

Features ​

3.12 CV Management ​

AI-Generated CVs ​

CV Features ​

3.13 WhatsApp Alerts ​

Alert Types ​

Integration ​

3.14 Blog System ​

4. User Journeys ​

4.1 Job Seeker Journey ​

4.2 Employer Journey ​

4.3 Service Worker Journey ​

4.4 Client Journey ​

4.5 Admin Journey ​

YeboJobs Product Requirements Document (PRD)

1. Vision & Problem Statement

Problem

Vision

2. Solution Overview

2.1 Formal Jobs Platform (Job Seekers & Employers)

2.2 Informal Services Platform (Workers & Clients)

2.3 Supporting Systems

3. Core Features (Based on Actual Code)

3.1 User Management

User Roles (UserRole enum)

User Profile Fields

Authentication

3.2 Job Marketplace

Job Listings

Swipe System

Applications

Placements

3.3 Employer Portal

Employer Profile

Employer Actions

3.4 Informal Services Marketplace

Service Categories

Service Worker Profile

Service Listings

Service Requests (Client Posts)

Quotes System

Booking Lifecycle

Review System

3.5 YeboScore: Universal Work Credential

Score Components (Weighted for Africa)

Tiers

Badges

3.6 AI Onboarding (Okia Service Integration)

Session Types

Okia Service (Separate Python FastAPI App)

3.7 AI Interview System

Integration Flow

Score Categories

Privacy Control

3.8 Experience Lab (Gamified Learning)

Tracks

Tasks

Progression System

3.9 Credits System (Monetization)

Credit Costs (Actions)

Credit Rewards

Multi-Currency Support

Credit Packages

Payment Flow (Manual)

Worker Cashout

3.10 Stripe Billing System

Subscription Tiers

Subscription Status

Admin Controls

Billing Features

3.11 Messaging System

Conversation Types

Features

3.12 CV Management

AI-Generated CVs

CV Features

3.13 WhatsApp Alerts

Alert Types

Integration

3.14 Blog System

4. User Journeys

4.1 Job Seeker Journey

4.2 Employer Journey

4.3 Service Worker Journey

4.4 Client Journey

4.5 Admin Journey

5. Data Models (Complete)

5.1 Core User Models

User

Employer

5.2 Job Models

Job (All Fields)

Application

5.3 Services Models