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Capacity Planning Manager (Data & Analytics) - Customer Support, Trust & Safety

TikTok

Capacity Planning Manager (Data & Analytics) - Customer Support, Trust & Safety

TikTok

Dublin, Ireland

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Parental leave

Flexible work arrangements

Professional development budget

Generous paid time off and holidays

Team events and activities

Comprehensive health, dental, and vision insurance

Parental Leave

Flexible Hours

Learning

Healthcare

Required Skills

Python

React

Node.js

Responsibilities

Trust & Safety Customer Support Operations team will serve as a strategic architect of cost efficiency and operational resilience. This team is accountable for shaping end-to-end forecasting and capacity strategies that directly influence business performance, risk management, and investment decisions.

You will partner closely with cross-functional leaders to translate business priorities into actionable capacity plans, optimize global resource allocation, and proactively identify structural opportunities to improve efficiency and sustainability. Through data-driven insights and strong executive stakeholder influence, you will ensure operational capacity is continuously aligned with evolving business demands.

  • Own and drive end-to-end demand forecasting and capacity planning for Trust & Safety Customer Support via data analytics tools, modeling, and automation (e.g., pandas, Num Py, Excel etc.), ensuring alignment with global business objectives, cost efficiency, and operational readiness. This includes exercising independent judgment to recommend and influence key resource allocation decisions in response to changing business needs.

  • Design, implement, and continuously optimize planning frameworks, processes, and methodologies that translate strategic objectives into executable capacity plans. Ensure planning outputs materially contribute to business outcomes to enable targets on productivity and cost sustainability.

  • Act as a strategic thought partner to Lines of Business (LoB) stakeholders, integrating complex and evolving requirements into holistic capacity strategies. Influence alignment across functions to ensure operational plans are tightly connected to business priorities.

  • Build, maintain, and evolve forecasting and capacity models that balance cost, capacity, service levels, and user satisfaction across multiple Lo Bs and geographies.

  • Analyze demand, productivity, and capacity data to surface trends, risks, and opportunities, and convert insights into clear recommendations for senior stakeholders and decision-makers.

  • Drive BPO budgeting, cost optimization initiatives, and financial governance to ensure effective workforce allocation, cost management, and adherence to financial controls.

  • Provide functional leadership through expertise and influence, guiding stakeholders on capacity planning best practices, trade-offs, and implications, while fostering a culture of analytical rigor, accountability, and continuous improvement.

Qualifications

Minimum Qualifications

  • Bachelor's degree in a quantitative field (e.g., Finance, Mathematics, Business Analytics, Economics, Supply Chain Management).

  • Advanced proficiency in Python for data analysis, modeling, and automation (e.g., pandas, Num Py), as well as strong expertise in Microsoft Excel for advanced modeling and scenario analysis.

  • Proven experience (5+ years) in demand forecasting and capacity planning within a large-scale, multi-channel, multi-site technology or operations environment.

  • Strong analytical and problem-solving skills, with demonstrated ability to structure ambiguous problems, analyze complex datasets, and drive data-backed decisions.

  • Proven experience designing, recommending and executing complex planning initiatives across multiple stakeholders, with the ability to identify risks, manage trade-offs, and recommend pragmatic solutions.

  • Proficiency in Chinese and English is required to collaborate with global partners, including workforce planning teams and customer supporting teams based in Mandarin-speaking regions. These interactions include leading and participating in meetings that are conducted in Chinese as well as corresponding in chat or emails.

Preferred Qualifications

  • Proficiency in data analytics and visualization tools (e.g., SQL, Power BI, Tableau).

  • Experience supporting Customer Support, Trust & Safety, or other high-volume, service-driven operations.

  • Experience operating in fast-paced, ambiguous environments with frequent change and competing priorities.

  • Resilience and a commitment to self-care, given the emotional demands of the Trust & Safety domain.

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About TikTok

TikTok

TikTok

Late Stage

A short-form video entertainment app and social network platform

10,001+

Employees

Los Angeles

Headquarters

$220B

Valuation

Reviews

3.1

3 reviews

Work Life Balance

1.5

Compensation

2.0

Culture

1.2

Career

1.8

Management

1.0

5%

Recommend to a Friend

Pros

Limited positive feedback available

Company size allows for potential opportunities

Technology platform experience

Cons

Mass layoffs and poor handling of terminations

Unprofessional management and HR behavior

Exposure to traumatic content without adequate support

Salary Ranges

52 data points

Junior/L3

Junior/L3 · Anti-Fraud Data Analyst

3 reports

$143,750

total / year

Base

$125,000

Stock

-

Bonus

-

$126,500

$163,300

Interview Experience

4 interviews

Difficulty

3.5

/ 5

Duration

21-35 weeks

Experience

Positive 0%

Neutral 25%

Negative 75%

Interview Process

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Technical Phone Screen

5

Onsite/Virtual Interviews

6

Team Matching

7

Offer

Common Questions

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Data Structures