Music Content Ops AI/ML Program Lead

The Digital Asset Management Consortium, Inc.; Cupertino (CA); Vor Ort; USD 180.000 - 260.000; Vollzeit

Zusammenfassung

Apple is seeking a Music Content Operations AIML Program Lead in Cupertino to drive scaling of music curation through models, agents, and automation. You will define the future operating model for curation, balance agentic automation with human review, and translate operational challenges into actionable specs for engineering and data science teams.

You will own the strategy and execution plan to scale curation, partner with Engineering and Data Science to deploy agents, and shape how agentic

Qualifikationen

• 5+ years in operations, program management, or technical product roles with AI/ML‑driven workflows.
• Experience translating operational or product problems into ML requirements and working with data scientists/engineers.
• Exposure to LLM‑based workflows, prompt evaluation, or agentic automation in content moderation or workflows.
• Understanding content classification and content‑risk tradeoffs to judge when human review is needed.
• Experience managing multiple concurrent workstreams with on‑time delivery and stakeholder communication.
• Experience evaluating model outputs with eval sets, metrics, and human feedback loops.
• Designing or specifying review tooling that surfaces AI inputs to human reviewers.
• Familiarity with core analytics principles like sampling and hypothesis testing.
• Executive‑ready written narratives and presentations.
• Leading ambiguous initiatives end‑to‑end with minimal direction.
• Handling sensitive information with integrity and discretion
• Ability to be onsite; this role is an in‑person, onsite position
• Willingness to work some nights and weekends; up to 15%+ travel (domestic/international)

Aufgaben

• Translate operational challenges into actionable specifications for engineering and data science teams.
• Break down problems into well‑scoped, prioritized workstreams sequenced by impact.
• Evaluate proposals and model outputs; participate in design reviews and establish evaluation frameworks.
• Design human‑in‑the‑loop tooling showing AI outputs, confidence scores, and risk signals for reviewers.
• Lead ROI and impact analyses to distinguish short‑term wins from long‑term solutions.
• Communicate progress, tradeoffs, and recommendations to senior leadership.
• Partner with Engineering, Data Science, Product, Editorial, Analytics, and Operations teams to surface interdependencies.

Kenntnisse

AI/ML workflows

Prompt evaluation

LLM‑based workflows

Content classification

Executive storytelling

Ambiguity navigation

Cross‑functional leadership

Ausbildung

Bachelor's degree in Engineering, Business/Economics, or equivalent experience

Tools

SQL

Tableau

Jobbeschreibung

Apple is seeking a Music Content Operations AIML Program Lead in Cupertino to drive scaling of music curation through models, agents, and automation. You will define the future operating model for curation, balance agentic automation with human review, and translate operational challenges into actionable specs for engineering and data science teams.

You will own the strategy and execution plan to scale curation, partner with Engineering and Data Science to deploy agents, and shape how agentic