Discover Your
Career DNA
with AI-Powered Precision
BestTop combines psychometric science with AI-driven analytics to map your professional profile across two assessment tracks — Full (16 dimensions) or Quick (8 dimensions) — matched against 1,575+ job roles across 38 sectors. Career paths backed by data, not guesswork.
Since 2014
Partner Universities & Institutions
Our 4-Step AI Pipeline
From resume upload to personalized career recommendations — powered by psychometric science and AI.
Input
Upload your resume and choose your assessment track — Full Version (16 dimensions, 48 questions) or Quick Version (8 dimensions, 38 questions) — to create your comprehensive career profile.
AI Processing
Our AI engine uses Named Entity Recognition and semantic analysis to extract Technical Competency Skills (TCS) and Critical Core Skills (CCS) from your data.
SkillsFuture Integration
Your fused profile is matched against 1,575+ job roles and 3,905+ skills from the SkillsFuture framework using our proprietary Fit Score algorithm.
Output
Receive personalized career recommendations, skill gap analysis, and short/medium/long-term development roadmaps tailored to your goals.
Built on the SkillsFuture Plus Framework
Our dual-track BPRA framework offers Full (16 dimensions) and Quick (8 dimensions) assessments, both mapped to Singapore's Critical Core Skills (CCS) framework for industry-aligned competency measurement.
16 + 8 BPRA Dimensions
CCS Categories
Thinking Critically
Interacting with Others
Staying Relevant
Dual-Score Career Intelligence Fusion Score + Fit Score
Our proprietary dual-score system combines psychometric potential with resume evidence for the most accurate career matching.
Fusion Score Formula
Empirically validated 60/40 weighting based on regression analysis of 120+ student profiles.
FitScore™ Algorithm
Cosine Similarity + Proficiency Gap Penalty
Logarithmic Function within Desired Range
BPRA-Derived Trait Profile Distance
Goal Alignment Scoring
SkillsFuture Plus
An enhanced career development model that integrates Singapore's SkillsFuture national framework with BestTop's proprietary BPRA psychometric assessment
Technical Competency Skills (TCS)
3,905+Job-specific technical skills extracted from resumes and validated against SSG taxonomy
Source: SkillsFuture SSG Database
Critical Core Skills (CCS)
1616 transferable soft skills assessed through BPRA psychometric evaluation
Source: BPRA Assessment
Sector Knowledge
38 sectorsIndustry-specific knowledge requirements mapped across 38 sectors
Source: SSG Skills Framework
Matching Logic Pipeline
Profile Fusion
Combine BPRA scores (60%) with resume-extracted evidence (40%) to create a Fused Profile
Skill Mapping
Map extracted TCS and inferred CCS to SkillsFuture's standardized skill taxonomy
Role Matching
Calculate Fit Score using weighted multi-dimensional similarity against 1,575+ job role profiles
Gap Analysis
Identify skill gaps between current profile and target roles, generate personalized learning paths
Designed for Every Career Stage
Students & Graduates
Discover your strengths, explore career paths, and build a data-driven career plan before entering the workforce.
- Self-discovery assessment
- Career path exploration
- Skill gap identification
- Learning recommendations
- Internship matching
Employers & HR
Find the ideal candidates through scientific competency matching and reduce hiring risk with validated assessments.
- Candidate competency profiling
- Role-candidate matching
- Team composition analysis
- Talent pipeline insights
- Batch assessment tools
Career Centers
Provide data-driven career guidance at scale with institutional-grade assessment and tracking tools.
- Batch student assessment
- Progress tracking dashboards
- Curriculum alignment insights
- Outcome reporting
- SkillsFuture integration
Smart Resume Parser
Our NER + Semantic Analysis engine extracts both Technical Competency Skills (TCS) and Critical Core Skills (CCS) from your resume, creating a structured skill profile that feeds into the Fusion Score algorithm.
Named Entity Recognition (NER)
Extracts job titles, companies, skills, certifications, and education using transformer-based NLP models
Semantic Skill Mapping
Maps extracted skills to SkillsFuture's 3,905+ standardized skill taxonomy using embedding similarity
Experience Quantification
Calculates years of experience and proficiency levels per skill using temporal analysis
CCS Inference
Infers Critical Core Skills from behavioral evidence in work descriptions
Illustrative Student Success Stories
The following illustrative profiles demonstrate how students and professionals can leverage BPRA assessments and AI-driven insights to discover their ideal career paths. These are representative examples, not actual user data.
Yong Wei T.
NTU
Major: Business
Career Path: Business Analyst @ Deloitte
Discovered Strengths
Jun Hao L.
NUS
Major: Computer Science
Career Path: SWE @ Bloomberg
Discovered Strengths
Xin Yi C.
SMU
Major: Finance
Career Path: Analyst @ Goldman Sachs
Discovered Strengths
Priya S.
NUS
Major: Psychology
Career Path: HR Partner @ LinkedIn
Discovered Strengths
Kai Wen N.
NTU
Major: Data Science
Career Path: Data Scientist @ Grab
Discovered Strengths
Platform Development Roadmap
Exploratory
Individual is beginning to explore career options with limited self-awareness and market understanding.
• Limited career self-awareness
• Broad and unfocused exploration
• Reliance on external guidance
Developing
Individual has identified initial interests and is building foundational skills with emerging self-awareness.
• Emerging self-awareness
• Initial skill development
• Beginning to set goals
Engaged
Individual is actively pursuing career development with clear goals and demonstrated competencies.
• Clear career direction
• Active skill building
• Strategic networking
Strategic
Individual demonstrates strategic career management with strong competencies and market positioning.
• Strategic career planning
• Strong personal brand
• Cross-functional competencies
Influential
Individual is a recognized leader who shapes career development practices and mentors others.
• Industry thought leader
• Mentors and develops others
• Shapes organizational practices
Start your assessment to see where you are on the career maturity journey, or contact our team for enterprise solutions.
Choose Your Plan
Free
Get started with core assessment
- BPRA dual-track assessment (Full & Quick)
- Basic skills gap report
- Top 5 job matches
- Basic proficiency report
Pro
or S$120/yr billed annually
Full career intelligence suite
- Everything in Free
- Full assessment report (PDF)
- Unlimited AI coaching sessions
- Complete job matching with Fit Score
- AI Resume Analysis
- AI Interview Practice
- SkillsFuture course mapping
Enterprise
For organizations and institutions
- Everything in Pro
- Batch candidate assessment
- Team composition analytics
- Custom API integration
- Dedicated account manager
- White-label options
Built by Innovation & Expertise
Han Guanchao (Mike)
韩关潮
Website Developer
Former Executive Director, Guangzhou Xinqiao Technology Development Co. Ltd.
The University of Hong Kong (HKU)
Faculty of Law & Social Sciences
Bachelor of Social Sciences (Government and Laws)
Bachelor of Laws (LLB)
Business Card
Guangzhou Xinqiao Technology Development Co. Ltd.
24 Willie Mays Plaza, San Francisco, CA 94107
TEL +86-178 0168 9140
M +85-2 6743 5140
Guangzhou · Beijing · Shanghai · Hong Kong · Sydney · Paris · Los Angeles · Silicon Valley · Boston · Toronto · Tokyo
National Patents
3 National Patents
Split-Type Microfluidic Chip and Its Operation Method
Architected a modular microfluidic platform with a negative-pressure driven control system, automating the entire Sample-to-Result diagnostic process while ensuring zero aerosol contamination and cost-effective manufacturing.
Integrated reagent storage, reaction chambers, and mechanical piercing mechanisms into a unified split-structure to optimize POCT diagnostic efficiency.
Magnetic Bead Mixing Device
Pioneered a high-efficiency mixing device utilizing rotating magnetic fields to induce circular motion of beads, significantly boosting nucleic acid capture yield and purification purity.
Optimized the interaction between magnetic beads and buffers (lysis, wash, elution) through magnetic field modulation, ensuring consistent and reliable molecular diagnostic results.
Shipboard Galley Waste Graded Compression Treatment Equipment
Engineered a patented shipboard waste treatment system featuring multi-stage solid-liquid separation and graded compression to maximize onboard storage efficiency.
Developed a robust maritime waste management solution that ensures strict compliance with international environmental standards while reducing waste volume under space-constrained conditions.
Ready to Discover Your Career Potential? Start Your Free Assessment
Discover your career potential with BestTop's dual-track assessment (Full 16-dim or Quick 8-dim) and AI-powered matching across 1,575+ roles in 38 sectors.