Software Architect - PNS AI Governance
Core
Design and implement scalable, reliable, high-performance systems for data and model governance across the full ML lifecycle at TikTok scale. (via careerplan.io/jobs/7668066478278052101-software-architect-pns-ai-governance-at-tiktok)
Role type
Senior IC software architect (AI governance)
Builds
Controls for large-scale model training and deployment, including training-data lineage, model registries, evaluation gates, and safe-release workflows.
Domain
Generative AI, large-scale distributed systems, regulatory compliance
Deliverable
production ML models
Required skills
large-scale distributed systems, databases, messaging and streaming systems, caching, ML lifecycle at production scale, data and model governance, microservices architecture, containerization, cloud platforms, Agile development, DevOps
Preferred skills
privacy-enhancing technologies, applicable regulations, foundation-model training, RLHF, red-teaming frameworks
Technologies
Docker, Kubernetes, AWS, GCP
Responsibilities
Design and implement scalable systems for data and model governance; Architect controls for large-scale model training and deployment; Develop innovative solutions for emerging risks in Generative AI; Partner with ML platform and research teams to embed governance hooks; Collaborate with privacy, security, and legal to ensure regulatory compliance; Drive the technical roadmap for AI governance platform capabilities; Provide technical leadership and mentorship to engineers.
Seniority
Senior, hands-on IC
