To thrive at the San Francisco Municipal Transportation Agency (SFMTA), whether in operations, engineering, or administrative roles, candidates typically need relevant education or experience in transportation, urban planning, or public administration. Familiarity with transit management software, GIS mapping tools, and applicable certifications such as a commercial driver's license (CDL) or engineering accreditation is often required depending on the specific role. Strong communication, problem-solving abilities, and a commitment to public service are important soft skills. These competencies ensure the effective delivery, safety, and improvement of San Francisco's transit systems and services.