Ford Motor Company: the Dearborn-based automaker

With the increasing threat of cyber attacks, cybersecurity has become a critical eld for businesses and organizations of all sizes. Michigan has a growing cybersecurity sector, with several companies focused on developing and implementing cybersecurity solutions. Companies that hire in this eld include:

• Duo Security: a Ann Arbor-based company that provides two-factor authentication and other security solutions

• Guardtime Federal: a Troy-based company that specializes in blockchain-based cybersecurity solutions

• RedTeam Security: a Grand Rapids-based company that provides penetration testing and other cybersecurity services.

3. Data Science

As more and more data is generated by businesses and organizations, data science has emerged as a critical eld for analyzing and interpreting this data. Michigan has a strong data science sector, with several companies focused on developing and implementing data-driven solutions.

Companies that hire in this eld include:

• Ford Motor Company: the Dearborn-based automaker has a dedicated data science team that works on a variety of projects, from predicting customer behavior to improving manufacturing efciency

• ProQuest: a Ann Arbor-based company that provides data and analytics solutions for libraries and other organizations

• Quicken Loans: the Detroit-based mortgage lender has a dedicated data science team that works on everything from marketing to fraud detection.

4. Human Resources

While human resources may not seem like a cutting-edge eld, it is critical for the success of any business or organization. Michigan has a strong human resources sector, with several companies focused on recruiting, training, and retaining top talent.

Companies that hire in this eld include: