Site Reliability Engineer - Machine Learning Systems - Singapore

5 Months ago • 3 Years + • Research & Development

Job Summary

Job Description

ByteDance's Large Model Team is committed to developing the most advanced AI large model technology in the industry. The Machine Learning (ML) System sub-team combines system engineering and the art of machine learning to develop and maintain massively distributed ML training and inference system/services around the world, providing high-performance, highly reliable, scalable systems for LLM/AIGC/AGI. You'll have the opportunity to build the large scale heterogeneous system integrating with GPU/NPU/RDMA/Storage and keep it running steadily and reliably, enrich your expertise in coding, performance analysis and distributed system, and be involved in the decision-making process. You'll also be part of a global team with members from the United States, China and Singapore working collaboratively towards unified project direction.
Must have:
  • Bachelor's degree or above, majoring in Computer Science, computer engineering or related fields
  • Strong proficiency in at least one programming languages such as Go/Python/Shell in Linux environment
  • Strong hands-on experience with Kubernetes and containers skills
  • Have ≥3 years of relevant operation and maintenance experience
Good to have:
  • Possess excellent logical analysis ability, able to reasonably abstract and split business logic
  • A strong sense of responsibility, good learning ability, communication ability, self-driven and good team spirit
  • Have good documentation principles and habits to be able to write and update workflow and technical documentation as required on time.
  • Engage in the operation and maintenance of large-scale ML distributed system
  • Experience in operation and maintenance of GPU servers

Job Details

Responsibilities
ByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance sponsorship of a visa. About ByteDance Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok and Helo as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content. Why Join Us 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. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us. About the team The ByteDance Large Model Team is committed to developing the most advanced AI large model technology in the industry, becoming a world-class research team, and contributing to technological and social development. The Large Model Team has a long-term vision and determination in the field of AI, with research directions covering NLP, CV, speech, and other areas. Relying on the abundant data and computing resources of the platform, the team has continued to invest in relevant fields and has launched its own general large model, providing multi-modal capabilities. The Machine Learning (ML) System sub-team combines system engineering and the art of machine learning to develop and maintain massively distributed ML training and inference system/services around the world, providing high-performance, highly reliable, scalable systems for LLM/AIGC/AGI. In our team, you'll have the opportunity to build the large scale heterogeneous system integrating with GPU/NPU/RDMA/Storage and keep it running steadily and reliably, enrich your expertise in coding, performance analysis and distributed system, and be involved in the decision-making process. You'll also be part of a global team with members from the United States, China and Singapore working collaboratively towards unified project direction. Responsibilities - Responsible for ensuring our ML systems are operating and running efficiently for large model deployment, 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 utilisation 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
Qualifications
Minimum Qualifications - Bachelor's degree or above, majoring in Computer Science, computer engineering or related fields; - Strong proficiency in at least one programming languages such as Go/Python/Shell in Linux environment; - Strong hands-on experience with Kubernetes and containers skills, and have ≥3 years of relevant operation and maintenance experience; Preferred Qualifications - Possess excellent logical analysis ability, able to reasonably abstract and split business logic, a strong sense of responsibility, good learning ability, communication ability, self-driven and good team spirit; - Have good documentation principles and habits to be able to write and update workflow and technical documentation as required on time. - Engage in the operation and maintenance of large-scale ML distributed system; - Experience in operation and maintenance of GPU servers ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Similar Jobs

Tencent - Senior Backend Developer - Global Realistic 3A Action Game

Tencent

Shenzhen, Guangdong Province, China (On-Site)
1 Month ago
Google - Technical Solutions Engineer, Data, Google Cloud

Google

Seoul, South Korea (On-Site)
1 Week ago
Cequence Security - Data plane Engineer

Cequence Security

Pune, Maharashtra, India (On-Site)
6 Months ago
NVIDIA - Performance Engineer Intern, Deep Learning and HPC

NVIDIA

Shanghai, Shanghai, China (On-Site)
3 Months ago
Google - Senior Software Engineer, Storage Technologies, Google Cloud Platform

Google

New Taipei, New Taipei City, Taiwan (On-Site)
1 Week ago
Google - Staff Software Engineer, Google Cloud

Google

Hyderabad, Telangana, India (On-Site)
5 Months ago
Assystems - Administrateur AVEVA PDMS E3D H/F

Assystems

Courbevoie, Île-de-France, France (Hybrid)
5 Months ago
NVIDIA - Senior Chip Design Engineer

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
1 Month ago
NVIDIA - System Memory Validation Software Engineer

NVIDIA

Shenzhen, Guangdong Province, China (On-Site)
3 Months ago
Google - ASIC Design Verification Engineer

Google

Bengaluru, Karnataka, India (On-Site)
6 Days ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

ByteDance - Site Reliability Engineer, Edge Services

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
Nielsen Holdings - Software Engineer - Bigdata (Java/ Scala/ Python ,SQL , AWS)

Nielsen Holdings

Bengaluru, Karnataka, India (Hybrid)
6 Months ago
Rackspace Technology - Site Reliability Engineer III

Rackspace Technology

India (Remote)
1 Month ago
Bigpoint - Associate DevOps Engineer (m/f/d) - #5720

Bigpoint

Hamburg, Hamburg, Germany (Remote)
8 Months ago
ByteDance - Site Reliability Engineer (Systems), Bytedance Engineering

ByteDance

Singapore (On-Site)
5 Months ago
Google - Memory Characterization Engineer, Silicon

Google

Bengaluru, Karnataka, India (On-Site)
6 Days ago
Google - Technical Solutions Engineer, Infrastructure, GKE/Anthos

Google

Maharashtra, India (On-Site)
1 Week ago
Aristocrat Gaming - Associate Principal Engineer

Aristocrat Gaming

Noida, Uttar Pradesh, India (Hybrid)
1 Month ago
ByteDance - Software Engineer, SRE - Platform Services

ByteDance

Seattle, Washington, United States (On-Site)
1 Week ago

Get notifed when new similar jobs are uploaded

Jobs in Singapore

Nagarro - Principal Engineer, Java Fullstack

Nagarro

Singapore, Singapore (On-Site)
5 Months ago
ByteDance - Research Scientist, Multimodal Foundation Model

ByteDance

Singapore (On-Site)
6 Months ago
ByteDance - Service Framework Software Engineer Intern

ByteDance

Singapore (On-Site)
1 Month ago
Google - Technical Program Manager, Network Infrastructure

Google

Singapore (On-Site)
6 Days ago
Microsoft - Senior Researcher

Microsoft

Singapore (On-Site)
1 Week ago
Google - Regional Security Architect, Google Cloud

Google

Singapore (On-Site)
1 Week ago
ByteDance - Backend Engineer - Applied Machine Learning Platform

ByteDance

Singapore (On-Site)
5 Months ago
InMobiInMobi - Head of Sales, SEA & Hong Kong

InMobiInMobi

Singapore (On-Site)
4 Weeks ago
Riot Games - Senior Manager, Art Direction - Teamfight Tactics

Riot Games

Singapore (On-Site)
8 Months ago

Get notifed when new similar jobs are uploaded

Research & Development Jobs

Google - Silicon Networking RTL Design Engineer

Google

Bengaluru, Karnataka, India (On-Site)
6 Days ago
NVIDIA - Senior Manager, High-Speed Optical Transceiver Design

NVIDIA

Yokne'am Illit, North District, Israel (On-Site)
2 Months ago
Krafton  - IT Strategy Manager

Krafton

Seoul, South Korea (On-Site)
1 Month ago
Cadence - Design Engineer II

Cadence

Bengaluru, Karnataka, India (On-Site)
7 Months ago
The Walt Disney Company - Systems Engineer

The Walt Disney Company

Lake Buena Vista, Florida, United States (On-Site)
1 Week ago
NVIDIA - Senior Post-Silicon Characterization Engineer

NVIDIA

Yokne'am Illit, North District, Israel (On-Site)
2 Weeks ago
Tesla - Senior Power Electronics Engineer

Tesla

Baden-Württemberg, Germany (On-Site)
2 Months ago
NVIDIA - Senior Software Engineer - Windows for ARM and Tegra

NVIDIA

Santa Clara, California, United States (On-Site)
3 Months ago
ByteDance - Software Engineer, Machine Learning Platform

ByteDance

Seattle, Washington, United States (On-Site)
5 Months ago
NVIDIA - Physical Design Engineer

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

Dublin, County Dublin, Ireland (On-Site)

London, England, United Kingdom (On-Site)

Bangkok, Bangkok, Thailand (On-Site)

San Jose, California, United States (On-Site)

State Of São Paulo, Brazil (On-Site)

San Jose, California, United States (On-Site)

View All Jobs

Get notified when new jobs are added by ByteDance

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug