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TikTok

Short-form video platform with ads

Technology Internal Audit Lead

Internal Audit & ControlsConfirmed live in the last 24 hours
Full-timeSan Jose, CA, USAIn-person

About the Job

Requirements

  • At least 5 years of relevant experience in technology audits, product security, security engineering, or security compliance, preferably in the technology sector or consulting firms.
  • Strong understanding of security fundamentals across cyber domains, including identity and access management, applied cryptography, key management systems, data security, application security, web security, security protocols, API design, threat intelligence, network security, hardware security, and vulnerability management.
  • Proven analytical ability to assess complex technology environments against risk assessment outcomes, industry best practices, internal standards, and external regulatory requirements.
  • Ability to provide credible technical challenge to the business.

Responsibilities

  • Lead planning and execution of technology audit programs and complex technology control assessments for products powered by large language models, information security, infrastructure, and privacy.
  • Assess technical architectures for artificial intelligence and machine learning systems, focusing on data flow, model training and fine-tuning processes, model-serving infrastructure, and integration with downstream applications.
  • Use data analytics to detect risk signals and uncover insights for artificial intelligence and machine learning models.
  • Review controls for data quality, privacy, security, access management, safety testing, hallucination mitigation, evaluation metrics, red-teaming procedures, and output monitoring.
  • Develop practical, risk-based recommendations that address root causes while considering product, engineering, regulatory, and business requirements.
  • Understand complex homegrown technology stacks and communicate with engineers and product teams.
  • Develop and maintain collaborative working relationships with management, understand the business to provide value-added services, and establish credibility as a management consultant and internal controls resource.
  • Partner with engineering and product teams to advise on the design and implementation of technology solutions.
  • Ensure the overall quality and consistency of audit work in accordance with department and professional standards.
  • Seek opportunities for audit process improvement.

Desired Qualifications

  • Deep understanding of large language models, machine learning pipelines, model lifecycle management, and data engineering architectures.
  • Experience working in a fast-paced, global technology company or rapidly scaling environment across different time zones.
  • Experience with large language models or machine learning frameworks such as PyTorch, TensorFlow, or Hugging Face.
  • Experience with common application and infrastructure security vulnerabilities and mitigations, including OWASP Top 10 and CWE 25.
  • Experience with source code and DevOps management tools such as GitHub or Bitbucket.
  • Experience with software as a service and infrastructure as a service cloud platforms such as AWS, Azure, or Google Cloud Platform.
  • Professional certifications such as CISSP, CISM, GIAC, CCNA, CISA, CRISC, or CIA.

About the Company

TikTok

Short-form video platform with ads

TikTok is a short-form mobile video platform that lets people create, discover, and share quick videos. Users upload vertical clips, edit them with built-in tools, and browse a personalized feed powered by an algorithm that highlights relevant content. Advertisers can use in-feed ads, branded hashtags, and the Business Center to plan and measure campaigns, making it easy for brands to reach a global audience. Its goal is to inspire creativity and bring joy by helping people express themselves and by connecting brands with a wide audience.

Company size
10,001+
Company stage
Grant
Total funding
$740K
Headquarters
Santa Monica, CA
Founded
2016

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