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Demo Data

Demo Mode — Viewing sample data. Complete the BPRA Assessment for personalized results.

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skills.fusion.title

The Fusion Score combines psychometric assessment data (BPRA) with AI-extracted resume evidence to create a comprehensive candidate profile. BPRA captures potential through scientific assessment, while resume evidence validates demonstrated experience.

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Fusion = 0.6 × BPRA_Potential + 0.4 × Resume_Evidence
skills.fusion.bpraTitle60%

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skills.fusion.resumeTitle40%

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FitScore = w₁·CompetencyFit + w₂·ExperienceFit + w₃·PersonalityFit + w₄·CareerAspirationFit

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w₁ = 0.40
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w₂ = 0.25
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w₃ = 0.20
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w₄ = 0.15
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skills.fit.exampleTitle

skills.fit.candidateTitleID: #8439

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skills.fit.jobTitleID: #JR-102

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92%

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skills.dual.topMatch92% Fit

Data Scientist

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skills.dual.alternativePaths75-85% Fit

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skills.dual.highAptitudeskills.dual.strongGrowth
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Data Scientist92% Fit
skills.fit.component1Title94%
skills.fit.component2Title88%
skills.fit.component3Title91%
skills.fit.component4Title85%

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skills.xai.altRole186%
skills.xai.altRole279%
skills.xai.altRole377%
skills.parser.tag

AI Resume Intelligence Engine

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1

Named Entity Recognition (NER)

Extracts job titles, companies, skills, certifications, and education using transformer-based NLP models

2

Semantic Skill Mapping

Maps extracted skills to SkillsFuture's 2,100+ standardized skill taxonomy using embedding similarity

3

Experience Quantification

Calculates years of experience and proficiency levels per skill using temporal analysis

4

CCS Inference

Infers Critical Core Skills from behavioral evidence in work descriptions

5

Multi-format Support

Processes PDF, DOCX, and plain text resumes with layout-aware parsing

6

Fusion Integration

Combines with BPRA scores using 0.4 resume + 0.6 BPRA weighting for Fusion Score

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Document Parsing

Extract text with layout preservation

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Entity Extraction

NER for skills, roles, companies, dates

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Skill Normalization

Map to SSG taxonomy via embeddings

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Proficiency Estimation

Score skills based on context & duration

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Profile Generation

Create structured skill profile

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Fusion Scoring

Combine with BPRA for final profile

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拖拽简历到此处,或点击上传

支持 PDF、DOCX、DOC、TXT 格式 · 最大 10MB

LLM-Powered NER
SSG Skill Mapping
Fusion Scoring
skills.pipeline.tag

skills.pipeline.title

An enhanced career development model that integrates Singapore's SkillsFuture national framework with BestTop's proprietary BPRA psychometric assessment

Technical Competency Skills (TCS)

2,100+

Job-specific technical skills extracted from resumes and validated against SSG taxonomy

skills.pipeline.source

Critical Core Skills (CCS)

16

16 transferable soft skills assessed through BPRA psychometric evaluation

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Sector Knowledge

38 sectors

Industry-specific knowledge requirements mapped across 38 sectors

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skills.pipeline.logicTitle

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Profile Fusion

Combine BPRA scores (60%) with resume-extracted evidence (40%) to create a Fused Profile

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Skill Mapping

Map extracted TCS and inferred CCS to SkillsFuture's standardized skill taxonomy

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Role Matching

Calculate Fit Score using weighted multi-dimensional similarity against 1,800+ job role profiles

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Gap Analysis

Identify skill gaps between current profile and target roles, generate personalized learning paths

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Scientific psychometric foundation (vs. self-reported data)
National framework alignment (SkillsFuture SSG)
Dual-source data fusion (potential + evidence)
Continuous profile evolution (not one-time snapshot)
Transparent, explainable matching algorithms
Dreyfus 5-level proficiency with validated rubrics
Dual-Track model (Baseline + Delta) for precise matching
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B

Basic

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skills.ruler.responsibility

Work under supervision and guidance. Accountable for a set of broader tasks or performance of self.

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Use limited discretion to respond to issues. Work with others to contribute to work performance.

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Routine

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Apply understanding and knowledge when performing differentiated work activities. Follow instructions and guidelines to carry out activities and solve routine problems.

I

Intermediate

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skills.ruler.responsibility

Work under broad direction. Accountable for performance of self and others.

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Exercise judgment. Adapt and influence stakeholders to achieve work performance.

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Less Routine

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Evaluate diverse information and demonstrate advanced knowledge within a broad work area. Facilitate the implementation of innovation and integrate ideas to solve less routine problems. Share knowledge, guiding others where required.

A

Advanced

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Accountable for significant area of work, strategy or overall direction.

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Empower to chart direction and practices to exceed objectives/results.

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Complex

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Synthesise breadth and depth of knowledge to influence thinking, present new ideas and push boundaries. Drive innovation and solution development to address complex issues or problems. Role model the competency across complex, varied situations.

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1

Critical Thinking

Ability to objectively analyze and evaluate issues to form a judgment. Involves examining assumptions, discerning hidden values, evaluating evidence, and assessing conclusions.

2

Problem Solving

Capacity to find solutions to difficult or complex issues through systematic analysis, creative thinking, and structured approaches.

3

Learning Agility

Proactive, self-directed cognitive-behavioral process of acquiring new skills and knowledge rapidly. Includes digital fluency and continuous learning mindset.

4

Creativity

Ability to generate novel and useful ideas across domains. Encompasses divergent thinking, ideation, and the ability to see connections between seemingly unrelated concepts.

5

Communication

Effective verbal, non-verbal, and written information exchange. Includes active listening, clear articulation, and adapting communication style to audience.

6

Teamwork

Collaborative effort to achieve shared goals within a group. Includes coordination, conflict resolution, and leveraging diverse team strengths.

7

Empathy

Understanding and sharing the feelings of others. Includes perspective-taking, emotional intelligence, and customer-centric mindset.

8

Influence

Capacity to have an effect on the character, development, or behavior of others through persuasion, negotiation, and leadership.

9

Achievement Orientation

Drive to meet or exceed standards of excellence. Includes goal-setting, performance optimization, and developing others to achieve their potential.

10

Resilience

Ability to recover quickly from difficulties and setbacks. Includes stress management, emotional regulation, and maintaining performance under pressure.

11

Adaptability

Willingness and ability to adjust to new conditions. Includes flexibility, openness to change, and ability to pivot strategies when needed.

12

Proactiveness

Creating or controlling a situation rather than responding to it. Includes initiative, anticipation, and self-starting behavior.

13

Responsibility

State of being accountable for duties and obligations. Includes ethical behavior, global awareness, and understanding broader impact of actions.

14

Innovation Implementation

Ability to translate creative ideas into practical outcomes. Includes cross-disciplinary thinking, prototyping, and scaling innovations.

15

Attention to Detail

Thoroughness and accuracy in accomplishing tasks. Includes quality orientation, data accuracy, and systematic verification.

16

Time Management

Effective planning and control of time to increase productivity. Includes prioritization, scheduling, and work-life balance management.

skills.taxonomy.ccsTitle

Thinking Critically

Critical ThinkingCreative ThinkingProblem SolvingSense Making

Interacting with Others

CommunicationCollaborationCustomer OrientationInfluenceDeveloping PeopleBuilding InclusivityDecision MakingTransdisciplinary Thinking

Staying Relevant

Digital FluencyAdaptabilityGlobal PerspectiveSelf-management

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