Da VIP Academy / Careers
🤖 AI / DATA SPECIALIST
AI and data specialists prepare data, build models, and evaluate whether systems are accurate and fair.
What you'd do day to day
- • Clean and organize data
- • Train and test models
- • Check for bias
- • Explain results to non-experts
Skills that matter
- • Statistics
- • Programming
- • Critical thinking
- • Ethical judgment
Training steps
- • Statistics coursework
- • Python projects
- • Internships
Certifications & licenses
- • Cloud machine-learning certificates
- • Data analytics certificates
Every route into this career
Education
Strong math plus programming; degrees are common at higher levels.
College route
Data science, statistics, or computer science degree.
Trade / apprenticeship route
Analytics certificate programs and apprenticeships.
Business ownership
Data consulting and AI-powered small products.
Start studying for it now
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