AI Product Operations Specialist, Customer Service Platform - USDS

TikTok USDS Joint Venture; San Jose (CA); On-site; USD 110,000 - 165,000; Full time

Job summary

TikTok USDS Joint Venture LLC is seeking an AI/NLP Operations Specialist to optimize our AI-driven customer service platform. You will improve model accuracy for feedback recognition and routing, partnering with algorithm teams to drive data-driven improvements across the support workflow.

The role requires a strong business sense, hands-on experience with NLP models, and the ability to translate technical concepts for non-technical stakeholders.

Qualifications

• Bachelor's degree with 2+ years of relevant experience in operations (AI/NLP operations, product operations, or data analysis) or equivalent practical experience (e.g., 4+ years of relevant experience without a degree).
• Strong understanding of NLP models (e.g., BERT, GPT) and their practical business applications.
• Quick to learn and adapt, with the ability to master complex business processes and AI logic.

Responsibilities

• Model optimization and strategy in collaboration with algorithm teams to refine NLP models and routing.
• Design and maintain a business label structure to enhance training and classification quality.
• Data labeling processes with customer service teams and regular quality reviews of model outputs.
• Cross-team communication translating AI concepts for non-technical stakeholders.

Skills

NLP knowledge

Analytical thinking

Stakeholder communication

Learning agility

Education

Bachelor's degree

4+ years experience without degree

Tools

NLP platforms

Job description

Responsibilities

About the TeamAt TikTok, we are passionate about building a world-class support experience for every user. Our team creates and powers the all-in-one customer support platform for TikTok and international business teams, with a focus on intelligent customer service solutions.

We sit at the center of the user support journey, making sure that whenever someone needs help, they receive fast, accurate, and meaningful assistance.

Our work is driven by three core priorities:

• 1. Easy Access to Support: We design streamlined help channels that make it simple and intuitive for users to find the support they need, minimizing wait times and enhancing satisfaction.
• 2. Precise Ticket Routing: Through intelligent categorization and routing systems, we ensure user inquiries reach the right teams quickly, improving resolution efficiency and user outcomes.
• 3. Empowering Internal Teams: We build smart, reliable platforms and tools that equip our support teams to deliver professional, efficient, and user-centered service.

We are seeking an AI/NLP Operations Specialist to optimize and enhance our AI-driven customer service platform. You will be responsible for improving model accuracy in feedback recognition and routing, ensuring inquiries are efficiently distributed to the right support teams. This role requires deep business understanding, collaboration with AI/algorithm teams, and data-driven optimization to enhance overall system performance.

Responsibilities

1. Model Optimization and Strategy:

• - Partner closely with algorithm teams to refine NLP models, improving intent recognition accuracy and routing efficiency
• - Define optimization strategies based on business needs and model performance metrics
• - Design and maintain a business label structure to enhance model training and classification quality

2. Data and Quality Assurance:

• - Collaborate with customer service teams to design and implement high-quality data labeling processes
• - Conduct regular quality reviews of model outputs, validating results and driving continuous improvement initiatives

3. Data Analysis and Monitoring:

• - Build and maintain data monitoring systems to track model performance, detect anomalies, and identify root causes
• - Analyze performance trends and use data-driven insights to propose actionable optimizations for both models and operational workflows

4. Cross-team Collaboration and Communication:

• - Act as a bridge between business and algorithm teams, ensuring technical solutions are aligned with operational goals
• - Communicate complex AI concepts and project updates clearly and effectively to non-technical stakeholders

Qualifications

Minimum Qualifications

• - Bachelor's degree with 2+ years of relevant experience in operations (AI/NLP operations, product operations, or data analysis) or equivalent practical experience (e.g., 4+ years of relevant experience without a degree).
• - Strong understanding of NLP models (e.g., BERT, GPT) and their practical business applications
• - Quick to learn and adapt, with the ability to master complex business processes and AI logic
• - Exceptional problem-solving skills, with the ability to independently analyze issues and drive solutions to completion

Preferred Qualifications

• - Familiarity with AI tools and platforms for model training, fine-tuning, and evaluation, particularly in the context of customer service applications

About USDS

TikTok USDS Joint Venture LLC is dedicated to the safety and security of millions of Americans who create, discover, and connect with what they love on the apps we operate. The Joint Venture has been established in compliance with the Executive Order signed by President Trump on September 25, 2025. Our foundation is a comprehensive data privacy and cybersecurity program we operate under defined safeguards to protect national security and secure U.S. user data, apps and the algorithm. We safeguard the U.S. content ecosystem, holding decision-making authority for trust and safety policies and moderation. USDS Joint Venture helps ensure Americans can continue to express their creativity, discover new hobbies and interests, and build thriving communities and businesses on a global scale.

On-site presence across teams allows the company to operate with greater speed, alignment, and agility — especially in areas like real-time decision-making, team development, and integrated execution. As such, the company is shifting from a hybrid work model to a fully in-person schedule up to 5 days a week.

Why Join Us

Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.

We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

USDS Reasonable Accommodation

USDS is committed to providing reasonable