1 день назад
Machine Learning Engineer (AI)
129 960 - 246 240$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (AI) (Risk & Integrity): Building AI-driven algorithmic solutions and risk representation models for TikTok's U.S. ecosystem with an accent on multimodal data, social graphs, behavior sequences, and adversarial defense. Focus on integrating LLMs and generative AI, designing self-evolving defense systems, and solving large-scale adjudication and interpretability challenges.
Location: Seattle, United States; fully in-person schedule up to 5 days a week
Salary: $129,960–$246,240 annually, with potential discretionary bonuses, incentives, and restricted stock units.
Company
USDS Joint Venture operates TikTok and related platforms in the United States, focusing on data privacy, cybersecurity, national security, and content ecosystem integrity.
What you will do
- Architect algorithmic governance and integrity solutions across account integrity, incentive abuse, content safety, and financial risk.
- Build high-precision risk representation models using video, live streams, audio, behavioral sequences, and social graphs.
- Research and counter automated attacks, harmful AIGC, data drift, and rapidly changing adversarial tactics.
- Design self-evolving defense systems for large-scale risk infrastructure.
- Integrate generative AI, LLMs, and multimodal technologies into risk detection, adjudication, and enforcement workflows.
- Balance model precision, interpretability, product goals, and automated enforcement at scale.
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.
- Experience designing model evaluation systems that balance technical performance with product goals.
- 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.
- Ability to communicate effectively in a global, cross-cultural environment.
Nice to have
- Experience building LLM-based agents for task planning, tool use, or autonomous decision-making.
- Experience with LLM post-training or fine-tuning, including SFT, RLVR, or RLHF.
- Experience with video understanding and multimodal representation using visual, audio, and textual features.
- Background 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, paid parental leave, disability coverage, and life insurance.
- Wellbeing benefits, 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Work in an environment focused on curiosity, humility, resilience, continuous learning, and measurable impact.
- Inclusive workplace with reasonable accommodations available during recruitment.
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