74 applicants

Company

Original Job Post

ByteDance · 2 days ago

Senior Machine Learning Ops Engineer

Seattle, WA

Full-time

Onsite

Senior Level

$184K/yr - $337K/yr

2+ years exp

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Comp. & Benefits

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Responsibilities

Responsible for ensuring our ML systems are operating and running efficiently for large model development, training, evaluation, and inference

Responsible for the stability of offline tasks/services in multi-data center, multi-region, and multi-cloud scenarios

Responsible for resource management and planning, cost and budget, including computing and storage resources

Responsible for global system disaster recovery, cluster machine governance, stability of business services, resource utilization improvement, and operation efficiency improvement

Build software tools, products, and systems to monitor and manage the ML infrastructure and services efficiently

Be part of the global team roster that ensures system and business on-call support

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Programming (Go/Python/Shell)Linux EnvironmentKubernetesContainersAbstractionWorkflowTechnical DocumentationProblem-SolvingLogical AnalysisDocumentationResponsibilityLearning AbilityCommunicationSelf-DriveTeam SpiritML Distributed SystemsGPU Servers

Required

Bachelor's degree or above, major in computer science, computer engineering or related

Strong proficiency in at least one programming language such as Go/Python/Shell in Linux environment

Strong hands-on experience with Kubernetes and containers skills, and have more than 2 years of relevant operation and maintenance experience

Possess excellent logical analysis ability, able to reasonably abstract and split business logic

Have good documentation principles and habits to be able to write and update workflow and technical documentation as required on time

Possess a strong sense of responsibility, good learning ability, communication ability and self-drive, good team spirit

Preferred

Engaged in the operation and maintenance of large-scale ML distributed systems

Experience in operation and maintenance of GPU servers

Company

ByteDance

Glassdoor

3.8

ByteDance is an internet technology company that operates creative content platforms.

Founded in 2012

Beijing, Beijing, CHN

10,001+ employees

http://bytedance.com

H1B Sponsorship

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2020 (272)