8 часов назад
Infrastructure Engineer (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Infrastructure Engineer (AI/ML): Building and scaling AI inference infrastructure with an accent on GPU resource management, orchestration, and high-concurrency performance. Focus on optimizing inference pipelines and ensuring system reliability for a 3D generative AI platform.
Location: Beijing (Hybrid)
Company
is a leading 3D generative AI company transforming content creation by enabling users to generate 3D assets from text and images in minutes.
What you will do
- Build and scale AI inference infrastructure, including serving, scheduling, and orchestration.
- Design and optimize CPU/GPU resource management systems for maximum cost-efficiency.
- Implement production-level GPU scheduling and multiplexing technologies like MIG and MPS.
- Optimize inference pipelines for throughput, latency, and stability under high concurrency.
- Contribute to system reliability, disaster recovery, and cloud cost governance.
Requirements
- 3–5 years of experience in Backend or Infrastructure engineering.
- Strong mastery of Go or Python with solid engineering foundations.
- Deep understanding of Linux internals, networking, and distributed systems.
- Proven hands-on experience with Kubernetes, Docker, and microservices.
- Prior project experience in inference systems, task scheduling, or resource management.
- Must be based in or able to work from the Beijing office.
Nice to have
- Experience with GPU platforms or customizing Kubernetes schedulers.
- Familiarity with Ray, model serving frameworks, or distributed inference architectures.
- Practical experience with GPU multiplexing technologies (MIG, MPS, vGPU).
- Engineering background in SRE, observability, or cloud cost optimization.
Culture & Benefits
- Competitive salary, equity, and stock options for core team members.
- Comprehensive health, dental, and vision insurance.
- 401(k) plan.
- Flexible work environment with hybrid options.
- Unlimited, flexible time off.
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