Machine Learning, is a field of computer science and artificial intelligence that aims to develop techniques that allow computers to learn. In practice, this means creating predictive models that are able to improve their own actions based on data analysis.
Prompt Engineering is a relatively new field that focuses on the effective use of AI-based language models, such as GPT-4 from OpenAI. Prompt Engineering techniques involve creating complex "questions" or "prompts" to help guide the answers generated by the language models.
This is the person responsible for designing, implementing and maintaining machine learning systems. This requires knowledge of various ML algorithms and models, as well as the ability to implement them using appropriate tools and libraries.
This specialist analyzes and interprets complex data sets to help organizations make decisions. They often work with Machine Learning Engineers to develop effective ML models.
This new role focuses on creating and customizing prompts for AI language models. This is a creative role that requires a deep understanding of both human language and the mechanisms of AI.
This is the person who will design the strategy and architecture that will be used to implement AI and ML-based solutions. He or she should have broad skills that include both AI/ML technologies and business understanding.