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TikTok · 8 hours ago

Senior Platform Engineer - USDS

San Jose, CA

Full-time

Onsite

Senior Level

$187K/yr - $360K/yr

5+ years exp

TikTok is the leading destination for short-form mobile video, and they are seeking a hands-on Platform Engineer to architect, build, and operate the greenfield on-premise infrastructure that powers their next-generation AI initiatives. The role involves collaborating cross-functionally to enhance security tools, manage high-performance workloads, and optimize resources for AI and LLM applications.

Content CreatorsContent DiscoveryMedia and EntertainmentSocial MediaVideo

H1B Sponsor Likely

Responsibilities

Architect and operate highly available, on-premise Kubernetes-based GPU compute cluster. You will manage the scheduling and orchestration of high performance workloads. Build robust CI/CD pipelines specifically for LLM applications

Infrastructure as Code (IaC): Lead the design and implementation of IaC (using Terraform, Ansible or Saltstack) to fully automate the provisioning bare metal servers, network and storage layers, and ensuring the environment is reproducible and idempotent

Lead and perform hands-on technical work, including architecture design and code development for an on-premise, highly scalable, and parallelized infrastructure. The role includes developing internal tools to manage the entire lifecycle of a large scale RAG pipeline

Architect, implement, and manage a high-performance compute cluster for LLM workloads. This involves the selection and configuration of specialized hardware like GPUs, as well as the design of a robust network fabric to facilitate efficient inter-node communication for parallel processing

Implement security best practices for a private data center environment. This includes configuring network firewalls, managing access controls, and encrypting data at rest and in transit

Establish comprehensive monitoring and alerting systems to track the health and performance of the compute cluster and LLM workloads. This involves analyzing metrics related to GPU utilization, memory usage, network throughput, and model inference latency. You will proactively resolve performance issues to enhance platform reliability and operational support for internal teams

Collaborate with internal stakeholders to optimize resource utilization and improve the platform's efficiency. You'll work closely with data scientists and machine learning engineers to understand their compute needs and ensure the infrastructure is optimized for their specific workloads

Qualification

KubernetesInfrastructure as CodeGPU computingTerraformAnsiblePythonGoDockerNetworkingCloud platformsTeam coordinationTechnical writingCritical thinking

Required

Bachelor's degree in Computer Science, Information Technology, or a related field, with 5+ years of experience in platform, systems, or infrastructure engineering

Proven expertise in infrastructure automation using tools like Terraform, Ansible or Saltstack, with strong hands-on experience in automating deployments and managing bare-metal hardware and virtual machines

Deep experience with on-premises infrastructure, with a solid understanding of large scale data processing, distributed computing and other big data infrastructure

Strong grasp of networking, storage, and virtualization technologies, with practical knowledge of building and supporting complex distributed systems for parallel processing of LLM workloads

Hands-on experience with container technologies (e.g., Docker) and managing on-premises Kubernetes clusters in production environments

Proficiency in scripting and automation using languages like Python and Go, and experience with full-stack development in languages such as Rust to build internal platforms

Preferred

Demonstrated ability to work collaboratively with cross-functional teams to build scalable, reliable, and high-performance internal platforms and services specifically tailored for AI and LLM use cases

Relevant certifications such as Oracle Cloud Infrastructure Architect, CKA (Certified Kubernetes Administrator), RHCE (Red Hat Certified Engineer), or other Network Engineering certifications

Technical writing and communication skills that enable effective problem-solving and strengthen interpersonal relationships

Critical thinking and architectural decision making skills to support effective, collaborative leadership in a fast-paced, dynamic environment

Strong team and XFN co-ordination & management abilities

Experience with cloud platforms other than OCI e.g., AWS, Azure, GCP

Benefits

Medical, dental, and vision insurance

401(k) savings plan with company match

Paid parental leave

Short-term and long-term disability coverage

Life insurance

Wellbeing benefits

10 paid holidays per year

10 paid sick days per year

17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure)

Company

TikTok

Glassdoor3.4

TikTok is a short-form video entertainment app and social network platform. It is a sub-organization of ByteDance.

Founded in 2003

Los Angeles, California, USA

10001+ employees

https://www.tiktok.com

H1B Sponsorship

TikTok has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

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Trends of Total Sponsorships

2025 (979)

2024 (601)

2023 (387)

2022 (322)

2021 (133)

2020 (72)