Machine learning engineers are responsible for designing, developing, and implementing machine learning algorithms. They need to have a strong understanding of mathematics, statistics, and computer science.

Data scientists are responsible for collecting, cleaning, and analyzing data. They need to have a strong understanding of statistics and programming languages.

AI research scientists are responsible for developing new AI algorithms and techniques. They need to have a strong understanding of mathematics, computer science, and artificial intelligence.

Computer vision engineers are responsible for developing algorithms that allow computers to understand and interpret visual information. They need to have a strong understanding of computer vision, mathematics, and programming.

Fill in somNatural Language Processing Engineer Natural language processing engineers are responsible for developing algorithms that allow computers to understand and process human language. They need to have a strong understanding of natural language processing, linguistics, and computer science.

Robotics engineers are responsible for designing, developing, and building robots. They need to have a strong understanding of mechanical engineering, electrical engineering, and computer science.

Developer Business intelligence developers are responsible for developing and maintaining business intelligence systems. They need to have a strong understanding of data warehousing, data mining, and business intelligence tools.

AI product managers are responsible for developing and managing AI products. They need to have a strong understanding of artificial intelligence, product management, and business.

 AI consultants advise businesses on how to implement and use AI. They need to have a strong understanding of artificial intelligence, business, and consulting.

Data analysts collect, clean, and analyze data to help businesses make better decisions. They need to have a strong understanding of statistics, data analysis, and programming.