ByteDance

Production Engineer - Applied Machine Learning

ByteDance  •  $156k - $388k/yr  •  San Jose, CA (Onsite)  •  3 hours ago
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Job Description

The mission of our AML team is to push next-generation recommendation-based algorithms and platform for the company. We also drive substantial impact for core businesses of the company. Currently we are looking for Production Engineers to join our team to support and advance that mission

Responsibilities:
- System Stability & Production Management: Responsible for the production management and stability assurance of AML (Applied Machine Learning) training, inference, and storage systems. This covers core pipelines including scheduling and orchestration, K8s/GPU clusters, distributed training, online inference serving, and ParameterServer/NoSQL storage.
- Reliability Engineering: Build and maintain mechanisms for SLO/SLA, observability, alerting, On-call processes, fault diagnosis, auto-healing, disaster recovery, and incident reviews (post-mortems).
- Engineering Excellence: Drive engineering capabilities such as CI/CD, canary releases, auto-rollback, automated inspections, pre-flight checks, capacity forecasting, and elastic auto-scaling.
- Resource & Cost Management: Oversee resource governance across GPU/CPU/storage/network, including quota management, cost attribution, and performance tuning, to improve system availability, resource utilization, and overall R&D efficiency.

The base salary range for this position in the selected city is $156000 - $387600 annually.
ByteDance

About ByteDance

ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok.

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users.

We have over 110,000 employees based in more than 30 countries globally. Join us.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
China, CN
Year Founded
Unknown
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