Foundational Multimodal LLMs for Global E-commerce

TikTok Inc.; Seattle (WA); On-site; USD 202,160 - 368,220; Full time

Benefits offered by this job

Medical, dental, and vision insurance

401(k) savings plan with company match

Paid parental leave

Short-term and long-term disability coverage

Life insurance

Wellbeing benefits

10 paid holidays

10 paid sick days

17 days of paid personal time

Job summary

TikTok is looking for a researcher to develop a foundational large model aimed at enhancing the Global E-commerce ecosystem. The role involves designing algorithms that utilize large language models and generative techniques to match content with commerce. Candidates should have a PhD in relevant fields and a solid background in machine learning, computer vision, and natural language processing. Competitive compensation and on-site work in Seattle are offered.

Qualifications

• PhD candidates in related fields are preferred.
• Strong background in machine learning and AI technologies.
• Familiarity with big data frameworks required.

Responsibilities

• Design algorithms leveraging LLMs for content matching.
• Explore architectures for generative recommendation systems.
• Contribute to research via publications.

Skills

Machine learning

AI technologies

Big data frameworks

TensorFlow

PyTorch

Computer Vision

Natural Language Processing

Education

PhD in Software Development or related field

Tools

Hadoop

MapReduce

Spark

Job description

TikTok is looking for a researcher to develop a foundational large model aimed at enhancing the Global E-commerce ecosystem. The role involves designing algorithms that utilize large language models and generative techniques to match content with commerce. Candidates should have a PhD in relevant fields and a solid background in machine learning, computer vision, and natural language processing. Competitive compensation and on-site work in Seattle are offered.