AIML Data Operations - Annotations Production Team Manager
Behind every groundbreaking AI innovation at Apple is a foundation of high-quality annotated data-and behind that foundation are the vendor partnerships and production operations that make it possible at scale.
We're looking for an Annotations Production Team Manager to lead a group of crowd managers who serve as the critical link between Apple's annotation needs and our external vendor workforce. You will set strategic direction for how your team engages with vendor partners, ensuring the delivery of high-quality annotated data on time and at scale. You will develop your team's capabilities in vendor management, production operations, and quality oversight while establishing the frameworks and processes that enable consistent, scalable execution. Imagine leading the team that keeps Apple's AI data engine running, ensuring our machine learning models are trained with the highest quality data produced by a global workforce operating at peak efficiency.
Description
As a Manager in Annotations Production, you'll lead a team of crowd managers who collaborate with engineering teams and data requestors to deploy scalable data pipelines through our vendor workforce. Your team manages the full production lifecycle-from initial project requirements and vendor onboarding through delivery tracking, quality assurance, and continuous improvement. You will remain hands-on when complex vendor challenges or production escalations require your direct involvement.
You will coach your team in vendor relationship management, helping them balance quality expectations with throughput targets across multiple annotation domains. You will establish operational frameworks-ramp plans, quality monitoring systems, escalation paths, and performance benchmarks-that enable your team to run production consistently and at scale.
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Your work will directly contribute to the success of the next generation of Apple products and features.
This role leads a globally distributed team, with direct reports spanning multiple time zones across regions including [AMR / EMIEA / APAC]. You should be flexible in your working hours to accommodate collaboration across these time zones, which may include early morning or evening meetings on a regular basis.","responsibilities":"Lead, mentor, and develop a team of crowd managers that are located in multiple different time zones, fostering growth in vendor management, production operations, and stakeholder communication
Set strategic direction for vendor-facing production operations, establishing scalable frameworks and best practices
Oversee vendor performance, ensuring SLAs are met for quality, throughput, and delivery timelines across concurrent programs
Drive capacity planning and resource management across vendor partners, including volume forecasting and workforce allocation
Ensure your team bridges engineering/customer teams and vendor operations, translating complex annotation requirements into actionable production plans
Partner with QA, training, spec/process engineering, and data analytics teams to maintain quality at scale
Establish and monitor key performance metrics for vendor operations, driving continuous improvement
Manage budget allocation, financial forecasting, and vendor cost optimization
Build and maintain strong relationships with vendor leadership, ensuring alignment on Apple's quality standards
Prepare executive reports communicating production status, vendor health, and risks to senior leadership
Foster a collaborative culture where your team tackles production problems proactively and gains the trust of customers, engineering partners, and vendor organizations
Preferred Qualifications
Advanced degree in a relevant field preferred
Annotation operations, data operations, or crowd-sourcing programs at scale
Vendor/supplier management including performance management and relationship development
Budget management and financial forecasting for vendor-delivered work
Data quality issue tracking and resolution (impact analysis, root cause analysis, data analysis)
Background managing geographically distributed teams or vendor workforces
Understanding of machine learning concepts, data annotation methodologies, and quality assurance processes
Minimum Qualifications
BS degree required
10+ years of experience in program/project management, production operations, or vendor management in data operations or related fields
3+ years of experience managing and developing teams in operational or vendor-facing roles
Strong understanding of production operations including capacity planning, quality assurance frameworks, and delivery management
Excellent written and verbal communication skills, with the ability to communicate complex concepts to both technical and non-technical audiences
Proven ability to manage multiple concurrent programs with competing priorities in a fast-paced environment
Self-motivated and proactive leader who thrives in ambiguous environments and is able to establish diligent processes for global teams
Demonstrated ability to navigate ambiguity and rapidly shifting priorities, crafting creative, pragmatic near-term vendor support solutions that keep programs on track while maintaining focus on longer-term vendor strategy and scalable operational goals
Experience in leading a dispersed global team","internalDetails":null
Perks and Benefits
Health and Wellness
Parental Benefits
Work Flexibility
Office Life and Perks
Vacation and Time Off
Financial and Retirement
Professional Development
Diversity and Inclusion
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