With more and more companies looking into developing their artificial intelligence (AI) capabilities, consultancy company KPMG has published five top AI jobs that businesses need to create to succeed in their AI quest. According to KPMG, companies will need well-prepared data scientists, who are able to 'clean' vast amounts of data, and design and implement appropriate algorithms to put the data to use. AI ethicist jobs should also be considered, and the occupants of these jobs will have to 'establish AI frameworks that uphold company standards and codes of ethics'. AI architects, AI products managers, and software engineers are the other three jobs that companies should create, if they want to be successful in embedding AI in their businesses, developing AI solutions, and ensuring an optimal environment in which people and machines can work well together.