Proven track record of building products, tools, workflows, automations, startups, or side projects that went live and delivered measurable value
Strong working knowledge of AI and machine learning tools, large language models and agent frameworks
Experience building AI agents, workflow automations or AI powered internal tools
Experience designing or improving workflows across software or product delivery lifecycles, including the use of AI tools, agents, or automations to improve speed, quality, and operational leverage
Ability to go from zero to functional prototype quickly
Strong systems thinking and comfort working across tools, processes and teams
Comfort with ambiguity and the ability to help define the problem as well as the solution
Bias toward action, with discipline around quality, evaluation and operational safety
Ability to work directly with business stakeholders and translate operational pain points into practical AI solutions

Nice to have

Experience building AI agents or service automation workflows
Experience in hospitality, retail, vertical SaaS, or B2B software environments
Experience working across multiple product lines, business units or operational functions
Familiarity with support operations, CRM workflows, or Professional Services delivery models
Experience with analytics, reporting and operational performance measurement
A bachelor’s degree in Artificial Intelligence, Software Engineering, Computer Science, Robotics, Mechanical Engineering or a related discipline

AI Engineer

Key skills