Information Technology
AI/ML Engineer
Develops, implements, and deploys machine learning models and artificial intelligence solutions.
Science
Role overview
Develops, implements, and deploys machine learning models and artificial intelligence solutions.
Career role Name
AI/ML Engineer
Career Cluster
Information Technology
Career Role details
Develops, implements, and deploys machine learning models and artificial intelligence solutions.
Job duties and Responsibilities
Collecting and preparing data for ML models; designing and training ML algorithms; evaluating model performance; deploying models into production environments.
Industry alignment
Technology, Healthcare, Finance, Automotive, E-commerce - sectors leveraging AI for insights and automation.
Work environment
Collaborative and research-oriented; can be deadline-driven for project milestones; indoor, office or remote.
Opportunity Type
Extremely high growth potential; high work stress due to rapid advancements and complexity; high creativity opportunity; very stable career.
Key skills needed
Machine learning algorithms (advanced), deep learning frameworks (TensorFlow, PyTorch) (advanced), Python (advanced), data science (advanced), statistics (advanced).
Interest type alignment
Investigative (research and analysis), Realistic (building models), Conventional (evaluating results). Aptitude for advanced mathematics, statistics, and programming.
Career growth Path
Junior ML Engineer (3-5 yrs) -> ML Engineer (5-10 yrs) -> Senior ML Engineer (10-15 yrs) -> AI Architect/Research Scientist (15+ yrs).
Suggested education Pathways 10th standard onwards
1. Master's/Ph.D. in Computer Science/AI/ML. 2. Bachelor's in Computer Science with strong ML focus and practical projects. 3. Online courses and certifications in AI/ML.
Education Stream recommendations
Science
Demand in India
High and rapidly growing. Driven by innovation and automation needs.
Demand globally
Very High. Global demand driven by AI advancements and applications.
Career & Job Prospects
Data Scientist, AI Researcher, Computer Vision Engineer, Natural Language Processing (NLP) Engineer.