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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates strong leadership in managing high-performing engineering teams, with a focus on technical execution, operational excellence, and the ability to translate complex problems into actionable plans. Familiarity with enterprise security and healthcare compliance is essential for ensuring reliable AI solutions.
Highest-signal resume keywords
Team LeadershipTechnical JudgmentExperience with LLMsEnterprise Security FamiliarityProduct Judgment
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Production Software SystemsArchitectureReliabilityOperational ExcellenceTechnical PlanningAI SystemsModel BehaviorOrchestrationIncident ResponsePerformance Management
Soft Skills
Direct CommunicationLow EgoHigh StandardsCoachingCross-Functional Collaboration
Industry Keywords
Healthcare WorkflowsHIPAASOC 2PHIAuditabilityData AccessPermissionsLogging
About the role
Key responsibilities & impact- The performance, development, and effectiveness of a team of up to 12 engineers
- Technical execution across a meaningful area of Magical’s AI platform
- Engineering quality, delivery speed, ownership, planning, architecture reviews, and incident response
- The systems required to make probabilistic AI reliable enough for enterprise healthcare workflows
- Clear technical direction within your team, in partnership with senior engineers and engineering leadership
- Translating ambiguous product and customer problems into executable technical plans
- Improving the platform so customer deployments become faster, more repeatable, and more scalable
- Hiring, onboarding, coaching, and retaining exceptional engineers
- Creating an environment where engineers have high autonomy, clear accountability, and room to grow
- Cross-functional execution with Product, Design, Deployment, Security, and customer-facing teams
Requirements
What you’ll need- Experience leading a high-performing engineering team through an ambiguous, fast-growing stage
- Strong technical judgment in production software systems, architecture, reliability, and operational excellence
- Meaningful experience with LLMs, agents, evals, orchestration, model behavior, or other production AI systems
- The ability to earn the respect of strong engineers without needing to make every technical decision yourself
- Strong product judgment and an instinct for balancing speed, quality, scalability, and customer impact
- A track record of developing engineers, addressing performance issues directly, and raising the talent bar
- Experience turning broad objectives into clear ownership, technical plans, and measurable outcomes
- Comfort operating close to customers and understanding the real-world consequences of engineering decisions
- Familiarity with enterprise security and healthcare trust requirements, including HIPAA, SOC 2, PHI, permissions, auditability, logging, and data access
- Low ego, high standards, direct communication, and founder-level urgency.
Benefits
Comp & perks- Flexible work arrangements
