# HR & Recruiting

76% of HR leaders believe their organizations will fall behind if they don't adopt AI solutions in the next year or two. With the rapid pace of AI innovation, we can expect AI to have a major impact on the HR role across the entire employee lifecycle.

First, AI will lead to new employee expectations about how they interact with HR and HR technologies, from recruiting and … [Read more...](/content/ai-in-hr-guide/index.html)

AI won’t take the "human" out of HR, but applying novel machine learning capabilities can eliminate repetitive and monotonous activities in recruiting and talent management.

The power of automation is based on being able to design and reimagine the daily processes that organizations rely on. However, to adopt new technologies effectively, … [Read more...](/content/ai-companies-hr-recruiting/index.html)

Netflix is a streaming media company headquartered in Los Gatos, California that has permeated culture as the largest content media company disrupted by tech. Founded in 1997, Netflix started out as a DVD rental service, and then expanded to the streaming business. Now Netflix had over 150 million paid subscriptions worldwide, including its 60 million US users. With … [Read more...](/content/netflix-data-science-interview-questions/index.html)

NVIDIA Corporation is an American technology giant based in Santa Clara, California. NVIDIA designs graphics processing units (GPUs) for the expanding gaming and professional markets, as well as system on chip units (SoCs) for the mobile computing and automotive market. Data scientists at NVIDIA leverage the most advanced data science technology in their products that … [Read more...](/content/the-nvidia-data-science-interview/index.html)

Twitter is known for its news and debates and holds the title of the SMS of the world. Created in 2006 by Jack Dorsey, Noah Glass, Evan Williams, and Biz Stone, it has grown to have more than 321 million active users per month as well as 1.6 billion search inquiries each day.

Aside from being one of the biggest tech companies, Twitter also has one of the world’s largest … [Read more...](/content/twitter-data-science-interview-questions/index.html)

Microsoft has been a big player in the data science industry after Azure and it’s machine learning tools have been slowly dominating as the biggest service provider in the cloud-computing market. As a result, Microsoft has been building out its data science team slowly but surely over the past five years to become one of the biggest companies hiring for the role.

The Data … [Read more...](/content/microsoft-data-science-interview-questions/index.html)

Apple Inc. is one of the biggest technology companies in the world that designs, develops, and sells consumer electronics, computer software, and online services. Apple is constantly in need of creative, passionate, and dedicated data scientists that can sit on any number of their teams. From its researched-based artificial intelligence development team at Siri to cloud-base … [Read more...](/content/apple-data-science-interview-questions/index.html)

Google is an American technology giant that specializes in Internet-related services and products including online advertising, search engines, cloud computing, software, and hardware. The company was founded in 1998 and headquartered in Mountain View California.

With its rapid growth since incorporation in 2002, Google has developed a wide range of products, acquired a long … [Read more...](/content/the-google-data-scientist-interview/index.html)

Over the past few years, machine learning has grown tremendously. But as young as machine learning is as a discipline, the craft of managing a machine learning team is even younger. Many of today’s machine learning managers were thrust into management roles out of necessity or because they were the best individual contributors, and many come from purely academic backgrounds. At … [Read more...](/content/building-machine-learning-team-productively/index.html)

Are you hiring technical AI talent for your company? Post your openings on the TOPBOTS jobs board to reach thousands of engineers, data scientists, and researchers currently looking for work.

Artificial Intelligence brings a promise of exponential growth and taking your business to new heights. No wonder there is a lot of excitement around the application … [Read more...](/content/what-to-do-before-hiring-a-data-scientist/index.html)