Advertising Policy Escalation Specialist

apartmentMorgan McKinley placeDublin calendar_month 
Job Title: Advertising Policy Escalation Specialist - Machine Learning & Compliance
Duration: ASAP start until 15th September 2026
Working Schedule: Hybrid (Tuesday-Thursday in office)

Working Hours: 40 per week

Job Overview:
We are seeking a highly skilled Advertising Policy Escalation Specialist to serve as the primary point of contact for high-priority ad policy issues. This role combines policy expertise, data analysis, and machine learning to ensure compliance, streamline processes, and improve overall efficiency.

The ideal candidate will collaborate with cross-functional teams, analyze complex issues, and develop innovative solutions to address high-risk cases while supporting the broader sales and policy enforcement strategy.

Key Responsibilities:

Policy Escalation & Subject Matter Expertise
  • Serve as the primary point of contact and subject-matter expert for high-priority ad policy escalations.
  • Provide clear, actionable guidance on ad policy matters to internal teams, including sales and customer support.
  • Handle escalations efficiently, ensuring high-risk policy cases are resolved in a timely manner.
Machine Learning & Automation
  • Architect, build, and deploy ML systems to improve policy compliance.
  • Develop a Retrieval-Augmented Generation (RAG) AI Agent to answer complex policy questions by referencing internal resources.
  • Create Smart Escalation Models that assign priority scores and classification signals to route critical policy cases to the appropriate reviewers.
Data Analysis & Reporting
  • Own the creation and maintenance of reliable data pipelines to support policy reporting, trend analysis, and model serving.
  • Automate internal reporting and policy newsletter generation to improve team efficiency and decision-making.
Cross-Functional Collaboration
  • Work closely with sales, engineering, and Trust & Safety teams to ensure cohesive ad policy enforcement.
  • Embed within existing processes to analyze friction points and outdated documentation, recommending improvements.
Process Improvement & Best Practices
  • Identify opportunities to enhance ad policy management and escalate solutions to relevant stakeholders.
  • Contribute to the development and documentation of best practices for policy enforcement and automation initiatives.

Minimum Qualifications:

  • Strong expertise in digital advertising policy and compliance.
  • Experience with data analysis, pipeline management, and reporting automation.
  • Familiarity with machine learning applications, ideally in policy or operational contexts.
  • Excellent communication and problem-solving skills with the ability to guide internal teams.
  • Proven ability to collaborate with cross-functional teams and manage escalations effectively.

Preferred Skills & Attributes:

  • Experience developing AI agents or ML models for operational or compliance purposes.
  • Strong understanding of automation and workflow optimization in high-volume environments.

Analytical mindset with attention to detail and ability to handle complex policy scenarios.

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