Given Josh's master’s degree in business administration and supply chain management, he would likely be most interested in a position that aligns with his education and skills. Therefore, the best option from the provided choices would be:
A large transportation company looking for an operations manager.
This role would utilize his expertise in supply chain management and business administration, making it a suitable fit for his qualifications.