Senior Search Algorithm Engineer
1 month ago
About TikTok
TikTok is a leading short-form mobile video platform, dedicated to inspiring creativity and bringing joy to over 1 billion users. With global headquarters in Los Angeles and Singapore, and offices in cities like New York, London, and Tokyo, we prioritize innovation and collaboration.
Why Work with Us?
We aim to inspire creativity and foster a collaborative environment where every challenge is an opportunity to learn and grow. Our team is responsible for developing and maintaining TikTok's search engine, providing users with the best search experience.
About the Role
You will lead the internationalization of our Tako algorithm for new short video products, researching innovative applications in search, recommendation, and dialogue to enhance user interaction and experience. Your responsibilities include:
- Improving dialogue interaction and expanding capabilities of current technologies, including search enhancements and plugin integration.
- Applying cutting-edge technologies to enhance the effectiveness of search and recommendation systems through data production, model training, and performance tuning.
- Staying updated on industry advancements such as prompt engineering, instruction fine-tuning, and session management, implementing these in our business.
- Conducting in-depth research on future application scenarios to keep our technology at the forefront.
Requirements
To succeed in this role, you should have:
- At least 3 years of experience in an algorithm or machine learning role.
- Strong coding skills and foundational knowledge in data structures and algorithms.
- Proficiency in C/C++ or Python.
- Familiarity with NLP-related algorithms and technologies, with practical experience in LLMs, Named Entity Recognition (NER), and prompt engineering.
Preferred Qualifications
We also look for candidates with recognized achievements in competitions like ACM/ICPC, NOI/IOI, Top Coder, or Kaggle, strong communication and collaboration skills, and excellent problem analysis and problem-solving skills, particularly in applying LLMs.
Salary Range
The estimated salary range for this position is $120,000-$180,000 per year, based on factors such as location, industry standards, and level of experience. We offer competitive compensation and benefits packages to ensure that our employees are well-supported in their careers and personal lives.
Benefits
TikTok offers a range of benefits to support our employees' physical and mental well-being, including health insurance, retirement plans, and paid time off. We also provide opportunities for professional development and growth, including training programs, mentorship, and education assistance.
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