Machine Learning Engineer - Applied AIGC, TikTok Monetization GenAI

$129,960 - $194,750/Yr

Tiktok - Seattle, WA

Full-time - Mid Level

Seattle, WA

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services

About the position

TikTok is the leading destination for short-form mobile video, with a mission to inspire creativity and bring joy. The Generative AI team under Monetization Technology is focused on developing cutting-edge Generative AI technologies across various modalities, including text, image, video, and landing pages. This team is dedicated to creating industry-leading technical solutions that enhance creative efficiency for advertisers, agencies, and creators. By leveraging Generative AI technologies, the team aims to automate creative workflows and increase overall revenue for clients and the ecosystem. We are looking for Machine Learning Engineers who are eager to deepen their business understanding, build scalable and reliable software and infrastructure, collaborate with global teams, and make significant impacts in the field of advertising technology. If you thrive on challenges and innovation, we would love to have you join our team!

Responsibilities

• Develop automated creative generation across various modalities for advertising, including text, image, video, etc., exploring and applying LLM/SD models for high-quality content creation.
• Develop next-generation conversational assistants on top of LLMs to enhance user intention and context understanding and complex task completion capabilities.
• Be self-motivated to come up with new solutions that can improve chat experience, model outputs, and explore new products with generative AI at its core.

Requirements

• Bachelor's degree or above, majoring in Computer Science or related fields.
• 3+ years of relevant development experience and demonstrated knowledge of machine learning technology (RecSys/NLP/CV).
• Experience in utilizing Generative AI technology in marketing texts, images, and videos, familiar with LLMs and model finetuning (instruct tuning, SFT, RLHF, etc.).
• Passion for new technologies and proven capability in analysis and problem-solving.
• Good team player with communication skills and project management experience preferred.
• Strong perseverance and courage to help the business to a higher level.

Nice-to-haves

• Experience in project management.
• Familiarity with various Generative AI tools and platforms.

Benefits

• 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents.
• Health Savings Account (HSA) with a company match.
• Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans.
• Flexible Spending Account (FSA) options like Health Care, Limited Purpose and Dependent Care.
• 10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) and 10 paid sick days per year.
• 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.
• Mental and emotional health benefits through EAP and Lyra.
• 401K company match, gym and cellphone service reimbursements.