17 часов назад
Machine Learning Engineer (TikTok Risk & Integrity - USDS)
136 800 - 359 720$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (TikTok Risk & Integrity - USDS) (AI/LLM): Building large-scale risk representation models and algorithmic defenses for TikTok's US ecosystem with an accent on multimodal modeling, adversarial threat detection, and automated enforcement. Focus on applying Transformers, GNNs, LLMs, and generative AI to heterogeneous behavioral data, evolving attack patterns, and complex adjudication challenges.
Location: San Jose R&D; fully in-person schedule up to 5 days a week
Salary: $136,800–$359,720 annually
Company
Develops and operates TikTok and related platforms with a focus on data privacy, cybersecurity, trust and safety, and protection of U.S. user data.
What you will do
- Design algorithmic architecture and governance for account integrity, incentive abuse, content safety, and financial risk.
- Build high-precision risk representation models using video, livestream, audio, behavioral sequence, and social graph data.
- Research and counter large-scale automated attacks, harmful AIGC, data drift, and rapidly changing adversarial tactics.
- Develop self-evolving defense systems and core machine learning infrastructure for large-scale risk intelligence.
- Integrate generative AI, LLMs, and multimodal technologies into risk detection, adjudication, interpretability, and enforcement.
Requirements
- Bachelor’s degree or higher in Computer Science, Mathematics, Statistics, or a related field.
- Strong machine learning foundation with experience applying Transformer and GNN architectures.
- Strong engineering and coding skills in at least one of Python, C++, or Go.
- Familiarity with distributed computing such as Spark or Flink and deep learning frameworks such as PyTorch.
- Experience designing model evaluation systems that balance technical performance with product goals.
- Ability to communicate effectively in a global, cross-cultural environment.
Nice to have
- Experience building LLM-based agents with task planning, tool use, or autonomous decision-making.
- Experience with LLM post-training or fine-tuning, including SFT, RLVR, or RLHF.
- Expertise in video understanding or multimodal representation using visual, audio, and textual features.
- Experience in integrity, anti-abuse, safety, or trustworthy AI at a large-scale internet platform.
Culture & Benefits
- Medical, dental, and vision insurance from day one.
- 401(k) savings plan with company match, life insurance, and disability coverage.
- Paid parental leave, 10 paid holidays, 10 paid sick days, and paid personal time.
- Work in a rapidly growing environment focused on curiosity, resilience, continuous iteration, and measurable impact.
- Inclusive workplace with reasonable accommodations available during recruitment.
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