Career Roadmap Engine
Personalized career plans with skills, projects, and milestones
AI Engineer
Avg Salary: $150k–$250k · Demand: Extremely High
Skills Roadmap
PythonProgramming
90%Machine LearningAI/ML
75%Deep LearningAI/ML
60%MathematicsFoundation
80%Data EngineeringData
50%MLOpsDeployment
30%Career Milestones
Master Python & Math Foundations
3 months
Complete ML Fundamentals
3 months
3
Build Deep Learning Projects
4 months
4
Specialize in NLP or Computer Vision
3 months
5
Deploy Production ML Systems
3 months
6
Contribute to Open Source AI
Ongoing
Certifications
Google ML Certificate
AWS ML Specialty
Deep Learning Specialization (Coursera)
TensorFlow Developer Certificate
Portfolio Projects
Overall Progress
33%
Career readiness