Artificial Intelligence Specialists

Higher-level AI professionals need a minimum of several years of experience using AI in applied research settings. Entry-level workers must have completed an internship, fellowship, or cooperative education opportunity in artificial intelligence, ideally at a large employer that frequently uses AI in its operations.

Artificial intelligence specialists need a variety of technical skills to be successful on the job. Although skill requirements vary by position and employer, here are some in-demand technical skills:

• experience with research and development protocols
• understanding of natural language processing and neural networks
• knowledge of programming and software design fundamentals
• knowledge of basic algorithms and object-oriented and functional design principles
• experience with a Python programming environment and related technologies
• experience in probability and statistics modeling procedures
• experience with data mining, analytics, and modeling
• the ability to perform graphics processing unit programming

Review job advertisements to learn about specific software and other technical requirements to learn what’s required for your target career or industry.

Artificial intelligence specialists also need a variety of soft skills, including top-notch interpersonal and communication, problem-solving, organizational, time-management, and leadership skills; a detail oriented personality; the ability to think critically; a passion for working in AI; and a willingness to continue to learn throughout their careers.