Software Engineer - Data Speech

TIKTOK PTE. LTD.; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

TikTok PTE. LTD. in Singapore seeks a backend-focused engineer for the Data Speech Team. You will develop service architecture and backend pipelines for AI speech products, enabling scalable, production-ready platforms.

You will implement large-model frameworks, explore AI capabilities to enhance user experience, and contribute to high-concurrency online services used by hundreds of millions of users.

Qualifications

• Backend development experience with distributed and microservice principles.
• Proficient in Go; C++ or Python knowledge is a bonus.
• Familiar with device-cloud communication protocols such as WSS and HTTP/2.
• Strong curiosity about large model technologies and applications.
• Excellent system-architecture design and code quality.

Responsibilities

• Undertake R&D of service architecture for speech AI products and quickly build AI speech-related platform applications.
• Implement and apply speech and multimodal dialogue frameworks based on large models to business scenarios.
• Continuously explore AI capabilities to enhance product experience and engineering efficiency.
• Provide advanced speech capabilities for related products and enable AI-driven services for millions of users.

Skills

Backend development

Distributed systems

Algorithms & data structures

Go programming

Microservices

Tools

C++

Python

HTTP/2

WSS

Job description

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

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.

About The Team

The Data Speech Team specializes in R&D and product innovation of speech and music AIGC large models. Our mission is to empower content creation and voice interaction with multimodal AIGC audio technologies, enabling simpler, more immersive and diversified production, consumption and interaction of audio content. We have built multimodal audio technologies covering large-model speech synthesis, speech comprehension and music generation, and keep iterating end-to-end large-model voice interaction solutions. As an internal middle platform, we support the company's full portfolio of products. On the other hand, we deliver production-ready voice tech capabilities and services to enterprises externally.

Responsibilities

• 1. Undertake the research and development of service architecture for our speech AI products; quickly build AI speech-related platform applications and backend service pipelines, and continuously optimize service experience and stability.
• 2. Implement and apply speech and multimodal dialogue technology frameworks based on large models to practical business scenarios.
• 3. Continuously explore the use of AI capabilities to enhance product experience and improve engineering efficiency across various scenarios.
• 4. Provide advanced speech capabilities for our related products, empower businesses as well as AI products, and influence hundreds of millions of users through AI technology.

Minimum Qualifications

• 1. At least two years of backend development experience with a solid grasp of distributed and microservice principles and corresponding technology stacks.
• 2. Exceptional programming skills with proficient application of mainstream data structures and algorithms; skilled in Go. Experience with C++ or Python is a bonus.
• 3. Familiar with the characteristics of common device-cloud communication protocols such as WSS and HTTP/2, with relevant hands-on practical experience.
• 4. Strong curiosity about large model technologies and applications, able to rapidly absorb emerging technologies and technical paradigms.
• 5. Broad technical vision and excellent system architecture design capabilities. Meticulous, thorough and responsible, with high standards for engineering specifications and code quality.

Preferred Qualifications

• 1. Practical experience in speech systems, dialogue agents, smart hardware or ToB delivery projects.
• 2. In-depth understanding of speech algorithms and underlying technical principles; familiar with technical metrics and iteration processes for product commercialization.
• 3. Experience building large-scale online services featuring high concurrency and massive traffic; proven experience tuning performance for complex systems is highly desirable.
• 4. Public code contributions to influential AI open-source projects, or in-depth hands-on practice and thorough comprehension of renowned AI projects.
• 5. Award winners of ACM, NOI, IOI or TopCoder contests.