Purpose-built for HK & Macau Recruitment · AI-Powered System

Job Agency System

Redefining Recruitment Efficiency in HK & Macau with AI

Built around four core scenarios — Sourcing, Matching, Client Discovery and Delivery —an intelligent business system for the HK & Macau recruitment market.

AI Matching · Precise & FastHK & Macau Job Insights · Real-timePrivate Deployment · Data Stays Local
98.7%Matching Accuracy
<15msAI Response Time
1M+Multi-channel CV Data
1,000+Consultants & HRs Active

Move recruitment from experience-driven to AI-driven

The Reality

In HK & Macau recruitment, the real challenge is not “no people”
— it is “efficiency that cannot be replicated”

As talent flows accelerate between HK, Macau and the Mainland, job requirements fragment and sourcing channels multiply. Manual screening, gut-feel judgment and hand-tracked follow-ups are under growing efficiency and margin pressure.

01

Slow Sourcing

  • CVs scattered across channels with inconsistent formats and tags
  • Consultants spend hours on repetitive screening — labor cost stays high
  • The best-fit candidates are buried in massive CV pools: finding them takes luck, finding them fast takes a system
02

Hard Matching

  • Candidate experience, language skills and location preferences rarely align quickly with HK & Macau job requirements
  • Complex, shifting requirements and multi-condition matching are easy to miss by manual judgment
  • Imprecise recommendations and low submission efficiency leave consultants without confident job advice
03

Client Discovery by Gut Feel

  • Employer signals scattered across public information, job boards and fragmented leads
  • Consultants and BDs can only wait passively for demand — follow-ups always lag behind
  • Hard to identify genuinely valuable opportunities in time; quality clients slip away
04

Hard to Scale

  • Data sinks into WeChat threads, spreadsheets, chat logs and personal memory
  • When a senior consultant leaves, client relationships and know-how leave with them
  • As the team grows, efficiency and service quality cannot be reliably replicated

The next stage of competition is not about who works harder, but who is smarter, who is more systematic, and who turns recruiting capability into an organizational asset earlier.

Positioning

An AI System

Point tools solve one link. Generic CRMs don't get recruiting —
this is an operating system born for HK & Macau job agencies.

For HK & Macau recruitment agencies, cross-border teams and in-house recruiting departments. Around talent matching, job recommendation, employer intelligence, private deployment and white-label delivery, we build an intelligent platform that is deployable, collaborative and extensible. It serves the daily work of frontline consultants and gives management a continuous view of data, efficiency and results. It starts fast, and scales to private deployment, open capability integration and customized delivery.

Designed for HK & Macau Scenarios

Deep understanding of local job profiles, talent structures and recruiting workflows — the system fits the business reality.

For Consultants and Management

Boosts consultant productivity while giving management a data view and business insights.

For Long-term Capability Building

Standard, private and customized delivery helps agencies accumulate capability and build lasting competitiveness.

Positioning in one line

From talent matching, job navigation and employer insights to local deployment and customized delivery — covering the core business chain of a recruitment agency.

Find People Faster

AI parses job requirements in seconds and locks onto best-fit candidates.

Match Jobs Better

Understands candidate capability and intent to recommend the right HK & Macau jobs.

Spot Opportunities Earlier

Tracks target employers and captures high-value hiring signals first.

More Control, More Security

Private deployment keeps data secure and fully under your control.

Core Modules

Four Core Modules — the Intelligent Engine

Around the core actions of a recruitment agency — sourcing, matching and client discovery — with Talent Harbor accumulating talent assets, the system builds four modules that raise efficiency, improve hit rates, and gradually accumulate reusable business capability.

Lock onto best-fit candidates

AI-driven, millisecond-level understanding of job requirements, generating structured candidate recommendations

Understand Job Requirements

Smart JD parsing, keyword extraction and condition recognition turn unstructured job descriptions into executable matching criteria.

Batch Scanning & Smart Ranking

Extracts core tags from massive CV pools and scores candidates across experience, language, certificates, region and industry.

Explainable, Actionable Results

Beyond match results, the system flags strengths, items to verify and match reasons — helping consultants evaluate and recommend faster.

Smart JD Parsing

Start from job requirements, lock onto best-fit candidates

Data Extraction 100%

Feature Extraction 100%

AI Matching 100%

Result Generation 100%

Region: Mainland China ✕Active within 1 month ✕Expected Salary: TOP 100Found 128 candidates
CandidateKey ProfileStrengthsTo VerifyMatchActions
1

Yu Mingdong

Male · 33 · Mainland China

Wok chef, 8 yrsCantonese cuisine
Star-rated hotel experienceCantonese cooking
Flavor controlStable development
90%
View
2

Chen Litao

Male · 36 · Mainland China

中餐炒锅 6年Cantonese cuisine
Consistent outputManagement experience
Western-style rangesPlating & presentation
75%
View
3

Zhong Qiumin

Male · 34 · Mainland China

HK kitchen, 5 yrsCantonese prep
HK work experienceStrong teamwork
Certification checkJob stability
45%
View
4

Zhang Zhiyong

Male · 35 · Mainland China

中餐炒锅 6年Sichuan cuisine
Top-100 restaurant backgroundConsistent output
HK experienceBackground check
38%
View
Showing 1-4 of 128 results
12326

1M+

CVs Scanned

Multi-channel CV data sources

90%+

AI Matching Accuracy

More precise candidate recommendations

70%+

Consultant Efficiency

Time saved on repetitive screening

40%+

Recommendation Success

Higher-quality recommendations

Cut the screening cost. Raise the consultant value.

Four modules working as one form the complete business backbone for the HK & Macau recruitment market: find people faster, match jobs better, spot opportunities earlier, and keep accumulating talent assets.

Sourcing
Matching
Client Discovery
Delivery
Open Capabilities

Open AGI Platform
Recruiting intelligence, packaged as callable building blocks

The system breaks Talent Radar, Career Compass, Employer Insights and Talent Harbor into standardized Skills, with open APIs and workflow orchestration — supporting internal system integration, secondary development, and more complex recruiting automation.

Standardized Capability Packaging

Job search, CV parsing, AI scoring, job recommendation and intelligence retrieval are modularized for independent or combined calls.

Multiple Integration Methods

API calls, Workflow orchestration, Agent execution, and integration with existing CRM, OA, ERP and recruiting systems.

The System as an Intelligence Base

More than a standalone back office — it embeds into your existing processes as a universal layer for recruiting intelligence.

— Recruiting Intelligence Hub —

Talent Radar Skill

CV parsing & talent matching

  • Smart JD parsing
  • CV feature extraction
  • Multi-dim matching & ranking
  • Candidate scoring

Career Compass Skill

Job recommendation & two-way matching

  • Candidate profiling
  • Job search & recommendation
  • Two-way fit scoring
  • One-click submit / share

Employer Insights Skill

Company intelligence & opportunity discovery

  • Employer tracking
  • Hiring signal detection
  • Priority scoring
  • Lead management

Talent Harbor Skill

Private CV library & on-device search

  • Bulk CV ingest & dedup
  • Grouping & tag management
  • On-device talent search
  • Format conversion & profiles

AGI Capability Hub

Universal layer for recruiting intelligence

API Access
Workflow Orchestration
Agent Execution
MCP Compatible
Standardized Data Output
Security & Permissions

Recruiting Teams

Use intelligent capabilities flexibly in daily work to raise productivity and matching accuracy.

Engineering Teams

Integrate quickly via API and Workflow to build more recruiting automation scenarios.

Integration Partners

Build product integrations and packaged solutions on open capabilities to serve more agencies.

Private Deployment Clients

Connect and use capabilities securely in local environments — your own intelligence base.

Upgrade from “using a system” to “owning an extensible intelligence platform”.

Private Deployment

Put the AI recruiting engine
inside your own machine

From the desktop appliance to the on-premise server edition, deployment options fit every team size. Data, models, logs and business processes stay inside your own environment — balancing efficiency, privacy and control.

Desktop Mini Appliance · Rack-mounted Local Server

Desktop Mini Appliance · Rack-mounted Local Server

Core Value of Private Deployment

Data Never Leaves

All data stored and processed locally

Deployment Control

Deployed in your own environment

Model Governance

Models and policies keep improving

Extensible Architecture

Scale capability as business grows

Continuous Upgrades

Ongoing releases keep it usable long-term

Desktop / Mini Appliance

For startups, small agencies and quick pilot scenarios

  • Plug and play, deploy fast
  • Low power, low noise, energy efficient
  • Runs core recruiting intelligence locally

Performance

Mid-range processor

Team Size

1 – 10 users

Scenarios

Pilot / small agency

Enterprise Choice

On-premise Server

For mid-to-large enterprises, institutions and higher concurrency needs

  • Stronger inference, higher concurrency
  • Large-scale tasks and parallel businesses
  • Complete on-premise deployment architecture

Performance

High-end processor

Team Size

10 – 500+ users

Scenarios

Mid-large agency / enterprise

Lightweight to land, ready for enterprise scale.

Data Security

Local storage and compute keep enterprise data safe

Ops Control

Self-managed operations and monitoring

Scale on Demand

Modular expansion of storage, compute and features

Long-term Usable

Continuous iteration that grows with your business

OEM White-label Delivery

Turn the Job Agency System
into your own recruiting platform

Brand replacement, workflow customization, system integration and private delivery. Whether you are a team with years of HK & Macau recruiting experience or a newcomer, the system lands with your brand, your workflow and your delivery model — helping you own an operable recruiting platform at lower cost and in less time.

Teams with Existing Business

Keep client relationships and business know-how. Upgrade the system without starting over — brand independence, process accumulation and unified data.

Teams New to Recruiting

Build your platform on a mature foundation — fewer trial-and-error costs, shorter time from plan to launch.

Welcome back, Admin

Today · Business running well

Your brand console

Total Talent

12,856

vs yesterday +5.2%

Total Jobs

3,245

vs yesterday +3.1%

New CVs

856

vs yesterday +8.7%

Pending Tasks

23

vs yesterday -4.3%

Business Overview

New TalentNew Jobs

Brand Customization

Replace logo, brand name, domain and page style

Workflow Customization

Configure business processes and role permissions

System Integration

Integrate with CRM, OA, ERP systems and data flows

Private Deployment

Private deployment with independent data ownership

Not buying a tool — owning a recruiting platform of your own.

Brand Independence

Build your own brand image and client trust

Process Accumulation

Solidify workflows and team collaboration

Unified Data

Integrate business data into an organizational asset

Extensible Capability

Customize and integrate as needs evolve

Long-term Operable

Continuous iteration and support for lasting operations

Delivery & Services

From plan confirmation to go-live,
full delivery with continuous services

We deliver not just a system, but a deployable, usable and continuously improving capability. From requirement alignment, solution design, environment setup and data onboarding to training and ongoing support — a complete delivery process that smooths the path from trial to daily operations.

99.9%

System Stability

High-availability architecture

7×12

Hours of Tech Support

Fast response, effective resolution

≤4h

Urgent Issue Response

High-priority ticket response time

100%

Client Data Ownership

Data security, fully client-controlled

Standard Edition

For fast go-live and lightweight use — ready out of the box to boost recruiting efficiency.

Private Deployment

For clients who value data security and an independent environment — local storage, safe and controllable.

Customized Project

For clients needing deep customization and integration — tailored development and integration services.

Complete Delivery Process

01

Requirement Alignment

Understand business needs and goals; define project scope and delivery targets

02

Solution Design

Deliver the overall solution and implementation plan; confirm architecture and configuration

03

Environment Setup

Complete system deployment and environment setup for stable, secure operation

04

Data Onboarding

Import base data, configure business rules, complete initialization and verification

05

Training & Go-live

Provide operation training and go-live guidance; accompany the team through trial to launch

06

Continuous Support

Ongoing operations, feature iterations and support for long-term stable running

Deployment & Training

  • Deployment guidance and environment configuration
  • Basic operation training and consultant onboarding
  • Go-live accompaniment and scenario coaching
  • Help the team reach a usable state fast

Operations & Iteration

  • Version updates and feature iterations
  • 7×12 hours technical support
  • Fast issue location and resolution
  • Regular health checks and optimization advice

Data & Permissions

  • Fine-grained role permission control
  • Environment isolation and data security policies
  • Private deployment — data never leaves
  • Log auditing and traceable operations

Clients should not be “done at purchase” — they should be truly running after go-live.

Dedicated Team ThroughoutStandard Process, Fast DeliveryContinuous Iteration, Growing Value
Case Studies

An AI Recruiting System Grown from Real Business

Twelve business scenarios, one AI recruiting engine — from Hong Kong and Macao job agencies to mainland HR firms, from three-person teams to group-scale deployments and government employment services.

* Figures are illustrative estimates based on typical business scenarios.

FAQ

About ZJ.SUO — what you may want to know

Mainly HK & Macau job agencies, cross-border recruiting teams, in-house recruiting departments, software providers needing local deployment, and startups building their own recruiting platform. It is designed around four core scenarios — sourcing, matching, client discovery and delivery — and fits real HK & Macau recruiting business.

Book a Demo

Move HK & Macau recruitment
from experience-driven to AI-driven

If you are looking for an intelligent system that fits HK & Macau recruiting scenarios, or want to own a recruiting platform at lower cost with higher return, the Job Agency System offers an integrated product-to-delivery solution.

HK & Macau Job Agencies

Raise service efficiency and competitiveness

Cross-border Recruiting Teams

Efficient matching of HK & Macau jobs and talent

In-house Recruiting Departments

Optimize recruiting processes and build HR capability

Software Providers Needing Local Deployment

A secure, compliant system foundation

Startups Building a Recruiting Platform

Validate platform capability fast at low cost

Cooperation process: from first talk to go-live, we are with you all the way

1Requirement Alignment
2Product Demo
3Plan Confirmation
4Deployment
5Training & Delivery
6Continuous Support

Contact us now to book a product demo

Get a tailored solution and start a new recruiting experience

Mainland China

+86 0756-2299220

Macau

+853 6890-6869

Hong Kong

+852 4613-6662

Email

hr@oyjob.cn

Website

www.zjsuo.com

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