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01We extract your experience, infer transferable skills, and map evidence from your CV in seconds.
9 benchmarked career tracks · Africa-first
Audit your skills.
Close the gaps.
Land your data role.
SkillVyb benchmarks your resume against role-specific competency maps, surfaces your highest-value gaps, and keeps you aligned with what employers in Data, Analytics, AI, and Geospatial roles actually screen for.
SQLPower BIPythonMachine LearningGeospatial AIAI GovernanceMLOpsData EngineeringLLM Integration
Benchmark engine
Career Readiness Snapshot
72% ready
SQLStrong
Power BI storytellingPriority gap
Cloud data platformsEmerging need
Responsible AIHigh-growth differentiator
The roadmap favors the next skills with the highest hiring signal for your chosen role — not a generic course list.
9
Career tracks
35+
Skill benchmarks
2 min
To your readiness score
Africa-first
Platform designed for you
Career changers joining from
Banking / Financial ServicesFinTechConsultingHealthcare / PharmaceuticalsE-Commerce / RetailTelecomsFMCG / Consumer GoodsEducation / EdTechGovernment / Public SectorInsurance
How SkillVyb works
Resume in.
Benchmark out. Next steps obvious.
The audit engine reduces noise — see what matters now, where you're behind, and how to close the gap.
Choose a career target
02Pick a role and see your readiness against the competencies employers screen for right now.
Prioritize the highest-value gaps
03Focus on skills with the biggest payoff — from SQL to MLOps, geospatial, or AI governance.
Move into opportunities
04Your audit becomes the backbone for pathways, mentorship, projects, and role matching.
Career paths
Nine paths. Each benchmark reflects the job market today.
Data Analyst
SQL, BI, analysis, communication, and decision support.
Benchmarked roleExplore
Business Analyst
Problem structuring, stakeholder management, BI, and analysis.
Benchmarked roleExplore
Product Analyst
Experimentation, product metrics, and modern analytics tooling.
Benchmarked roleExplore
Data Engineer
ETL pipelines, cloud platforms, and production data work.
Benchmarked roleExplore
Data Scientist
Statistics, modelling, experimentation, MLOps, and AI workflows.
Benchmarked roleExplore
AI Engineer
Machine learning, deployment, LLM integration, and ML engineering.
Benchmarked roleExplore
Geospatial AI
Geospatial analysis, GIS, remote sensing, and AI-related modelling.
Benchmarked roleExplore
AI Policy & Governance
Responsible AI, policy, risk, compliance, and governance.
Benchmarked roleExplore
AI Product Manager
Product thinking, AI literacy, governance, and cross-functional leadership.
Benchmarked roleExplore
In-demand skills
Grow toward what's in demand, not what's familiar.
SkillVyb reflects sought-after competencies across every supported role — cloud data tooling, MLOps, prompt design, geospatial analytics, and AI governance.
The gaps surfaced for a Data Engineer are meaningfully different from what a Product Analyst or AI Governance professional sees.
See your gap analysis↑ Hot skillSQL & Analytics Engineering
↑ Hot skillPower BI & Looker Storytelling
↑ Hot skillCloud Data Platforms
MLOps & Deployment
↑ Hot skillLLM Integration & Prompt Design
Geospatial Analysis & GIS
Remote Sensing
↑ Hot skillResponsible AI & Governance
AI Policy & Compliance
Why SkillVyb
The audit is only useful if the benchmark is relevant.
Benchmarks that stay current
Each role maps to high-demand competencies so you don't train against outdated checklists.
Role-specific gap detection
Geospatial AI surfaces GIS gaps. Data Engineering surfaces ETL and cloud gaps. Governance surfaces policy and risk gaps.
Readable readiness scoring
See exactly where you're strong, where you're underpowered, and what to tackle first to move faster.
Built for career transitions
Translate prior experience into a stronger path into Data, Analytics, AI, and emerging specializations.
Resume-to-readiness in 2 minutes
Know exactly what to
learn next.
Start with the skill audit, surface your real gaps, and make progress against the competencies that matter now for the role you want.