Data Science and Engineering Expert
3 weeks ago
About the Role
We are seeking an experienced Data Science and Engineering expert to join our team at TikTok and contribute to the development of large language models. As a key member of our team, you will be responsible for sourcing high-quality data from various sources, managing external annotation teams, and collaborating with our R&D team to ensure model training and optimization.
Key Responsibilities
- Data Acquisition: Responsible for collecting data for large language models, including sourcing ready-made data from public datasets, commercial data providers, and developing data scraping tools to acquire data from the internet and other sources.
- Data Preparation: Collaborate with the R&D team to define data annotation rules and quality standards, review annotation results to ensure data quality meets model training requirements, and explore industry-leading data production methods to continually optimize data acquisition and preparation processes.
- Data Compliance: Collaborate with the legal team to handle data compliance issues, ensuring data acquisition and usage comply with relevant laws and regulations.
- Team Management: Responsible for recruitment and management of internal data products or operations teams.
Minimum Qualifications
- Experience in traditional AI data collection or data annotation areas.
- Excellent communication skills, strong initiative, excellent product and business integration capabilities, strong execution and results-oriented.
- Proven experience in leading overseas teams.
Preferred Qualifications
- Passion for technology, good communication skills, and team spirit.
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