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Engineering Manager – Forward Deployed Engineering
Warner Music Group. Lead, coach, hire, and manage a high-performing Forward Deployed Engineering team .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in leading and managing Forward Deployed Engineering teams while establishing technical standards and operational playbooks. Proficient in translating business needs into technical solutions and promoting reusable assets and best practices across engineering functions.
Highest-signal resume keywords
7+ Years Software Engineering Experience2+ Years Managing EngineersOperational Playbook DevelopmentExperience with Databricks and GeminiExceptional Communication Skills
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Solution ArchitectureData EngineeringAI/ML DeliveryOperational GovernanceIntake StandardsRouting ModelsReusable Delivery ModelsMeasuring Engineering ROIProduction GraduationAgent Delivery
Soft Skills
LeadershipCoachingTransforming Ambiguous ProcessesCollaborationPlayer-Coach Mindset
Tools & Technologies
DatabricksGemini EnterpriseClaudeAirtableCursor
Industry Keywords
Forward Deployed EngineeringTechnical ConsultingMatrixed EnvironmentMusic Industry ExperienceMedia Industry ExperienceEntertainment Industry Experience
Tech Stack
Tools & technologiesCloud
About the role
Key responsibilities & impact- Lead, coach, hire, and manage a high-performing Forward Deployed Engineering team
- Embed engineers in business units while maintaining centralized technical standards and reporting
- Define and maintain the FDE technical operating playbook, including intake standards, routing rules, reusable delivery models, and engagement lifecycle
- Create repeatable frameworks for intake routing, priority rubrics, and graduation gateways
- Align engineers, product owners, business sponsors, and executive partners around technical standards, priorities, and roadmaps
- Promote reusable assets, developer tooling, ADK/SDK patterns, internal asset marketplaces, and best practices
- Set technical standards for AI agents and automation using enterprise frameworks including Databricks, Gemini Enterprise, Claude, and Airtable
- Own security, compliance, Cost of AI telemetry, and lifecycle management from prototype through production or retirement
- Translate business pain points into technical requirements and educate business units on working with technology
- Report FDE capacity, outcomes, and aggregate AI costs to leadership
- Define success metrics and operate intake SLAs, reuse, and outcomes as demand scales
- Report to the Director of FDE & AI Optimization and partner with Data Engineers, Product Owners, and business sponsors
Requirements
What you’ll need- 7+ years of experience in software engineering, solution architecture, data engineering, or AI/ML delivery
- 2+ years managing engineers
- Experience leading teams in a Forward Deployed Engineering, technical consulting, or heavily matrixed environment
- Experience defining, scaling, and maintaining operational playbooks, intake standards, routing, and reusable delivery models
- Ability to transform ambiguous processes into clear, repeatable frameworks
- Experience championing reusable assets, developer tooling, ADK/SDK patterns, and best practices
- Experience owning operational governance across the delivery lifecycle, including compliance, cost telemetry, and production graduation
- Deep familiarity with modern LLM ecosystems, agentic workflows, and cloud data platforms such as Databricks, Gemini, Claude, and Cursor
- Ability to distinguish short-term optimization opportunities from initiatives requiring a product roadmap
- Exceptional written and verbal communication skills
- Experience measuring engineering ROI and managing vendor, licensing, or infrastructure costs in production
- Experience rolling out intake and routing models in matrixed enterprises
- Hands-on delivery of agents, automation, or internal platforms on Databricks, Gemini Enterprise, Claude, Airtable, and/or Cursor
- Experience establishing reuse paths and production ownership standards
- Music, media, or entertainment industry experience is an additional qualification
- Comfort operating as a player-coach
Benefits
Comp & perks- Equal opportunity and inclusion-focused workplace
- Full-time employment