Artificial Intelligence and Data Engineeeing
This role involves designing, developing, and implementing artificial intelligence and machine learning models. It focuses on building robust data pipelines and algorithms to extract insights and automate processes.
Career role details and responsibilities
This role involves designing, developing, and implementing artificial intelligence and machine learning models. It focuses on building robust data pipelines and algorithms to extract insights and automate processes. Artificial Intelligence and Data Engineeeing sits within the 1.2 Information Technology, AI and Data Sciences career cluster and focuses on applying domain knowledge to practical problems.
Role details
This role involves designing, developing, and implementing artificial intelligence and machine learning models. It focuses on building robust data pipelines and algorithms to extract insights and automate processes. Artificial Intelligence and Data Engineeeing sits within the 1.2 Information Technology, AI and Data Sciences career cluster and focuses on applying domain knowledge to practical problems.
Responsibilities
Key responsibilities include collecting and cleaning large datasets, training AI models, validating their performance, and deploying them into production environments. This also involves collaborating with cross-functional teams to understand business needs and translate them into data-driven solutions. Typical responsibilities include understanding user or business needs, applying relevant tools and methods, and coordinating with stakeholders.
Next Gen career options
Emerging roles include MLOps Engineer, AI Ethics Specialist, DataOps Engineer, Generative AI Engineer, and AI Product Manager.
Pointer: Next Gen career options related to this role
Emerging roles include MLOps Engineer, AI Ethics Specialist, DataOps Engineer, Generative AI Engineer, and AI Product Manager.
Educational institutes
Top 5 educational institutes in India
| Name of Institute | Location | Website |
|---|---|---|
| Indian Institute of Technology Bombay | Mumbai, Maharashtra | https://www.iitb.ac.in/ |
| Indian Institute of Science Bangalore | Bengaluru, Karnataka | https://iisc.ac.in/ |
| Indian Institute of Technology Madras | Chennai, Tamil Nadu | https://www.iitm.ac.in/ |
| IIT Hyderabad | Sangareddy, Telangana | https://www.iith.ac.in/ |
| University of Delhi | Delhi, Delhi | https://www.du.ac.in/ |
Top 5 educational institutes globally
| Name of Institute | Location | Website |
|---|---|---|
| Stanford University | Stanford, USA | https://www.stanford.edu/ |
| Massachusetts Institute of Technology (MIT) | Cambridge, USA | https://www.mit.edu/ |
| Carnegie Mellon University | Pittsburgh, USA | https://www.cmu.edu/ |
| University of Oxford | Oxford, United Kingdom | https://www.ox.ac.uk/ |
| University of Toronto | Toronto, Canada | https://www.utoronto.ca/ |