Algorithm Engineer

3 weeks ago

Singapore TIKTOK PTE. LTD. Full time
Roles & Responsibilities

About TikTok

TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok sponsorship of a visa.

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 its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About the team

Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as NLP, Computer Vision, Multimodal, and Recommender Systems. We embrace a culture of self-direction, intellectual curiosity, openness, and problem-solving.

Responsibilities

Responsible for the internationalization of Tako algorithm landing of new short video products, researching new application forms and solutions based on new technologies in fields such as search, recommendation, and dialogue, meeting the growing intelligent interaction needs of users, comprehensively improving the user experience of using products, stimulating creativity, and providing value. The main work directions include:

1. Enhance the experience of dialogue interaction and expand the capabilities of current new technologies, such as search enhancement and the introduction of plug-ins;

2. Apply the latest technologies to improve the effectiveness of search and recommendation systems, including data production, model training/distillation, performance tuning, etc.

3. Track cutting-edge technologies in the industry, such as prompt engineering, instruction fine-tuning, plug-in selection, and session management, and put them into practice in the business;

4. Conduct in-depth research and exploration on more future application scenarios to keep the team's technology at the forefront.

Qualifications

Minimum Qualifications

- Excellent coding ability, data structure and basic algorithm foundation

- Proficient in C/C++ or Python

- Familiar with NLP-related algorithms and technologies, with experience in LLM, abstract, NER, and other practical or prompt engineering tuning and instruction fine-tuning.


Preferred Qualifications

- Winners of ACM/ICPC, NOI/IOI, Top Coder, Kaggle and other competitions are preferred

- Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress

- Excellent problem analysis and problem-solving skills, able to deeply solve the problems existing in the application of LLM


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.


Tell employers what skills you have

Information Retrieval
TensorFlow
Machine Learning
Image Processing
Natural Language Processing
Mathematics
Artificial Intelligence
User Experience
Computer Vision
Tuning
PyTorch
Python
Performance Tuning
Statistics
Signal Processing

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