- Machine learning jobs are one of the hottest and highest paid jobs in technology.
- Data scientists and other roles can earn up to $ 160,000.
- Insider has compiled 10 concepts and skills that companies look for when hiring machine learning experts.
Most modern products and tools have at least some artificial intelligence or machine learning element. From personal search results to photo identification tools, experts use a variety of tools and techniques that are evolving at a breakneck pace to build these algorithms.
As a result, it is now one of the hottest and highest paid jobs in technology. Some roles may require high-level degrees to work with the most groundbreaking technology, but experience with a few tools and math can still get graduate jobs.
It includes several different roles, such as data researchers analyzing massive data sets for trends to inform company decisions. They earn $ 122,431, according to a snippet of data based on H-1B visa applications from 2021. The U.S. Citizenship and Immigration Services office requires companies to disclose payroll information on H-1B visa applications when hiring international workers. The data does not include additional compensation such as cash bonuses or stock rewards.
Production model data researchers earn $ 143,960 according to the H-1B data. Advanced data researchers generally build machine learning models that work within products, such as personalization algorithms. Or workers can pursue the new field of machine-learning engineers, who put the models into production and fine-tune them. They earn $ 159,775 according to H-1B data.
At the top of the pay scale, researchers are at the forefront of artificial intelligence, developing new techniques for complex models. These employees often have extensive experience, training, or both, and they earn $ 161,944 according to H-1B data.
Due to the wide range of positions available, breaking into machine learning can range from learning basic computer science techniques to more advanced deep-learning skills. The field is complex and evolving, but workers can start with a few basic skills.