Individuals thrive in local economies by benefitting from the skills learned at home, in the school and at workplaces. The skills available locally are critical for firms and for policy as they determine development potentials. We are investigating labor mobility and skill-relatedness networks to understand factors of individual career upgrades and aim to reveal how social connections can facilitate matching demand and supply of skills.