Senior Site Reliability Engineer, ML System

8 Months ago • 2 Years + • Devops • $145,000 PA - $355,000 PA

Job Summary

Job Description

ByteDance's Doubao (Seed) Team is seeking a Senior Site Reliability Engineer to help build and maintain large-scale ML systems. You will be responsible for ensuring the efficiency and stability of these systems for large model development, training, evaluation, and inference in multi-data center, multi-region, and multi-cloud environments. You'll be involved in resource management, cost optimization, disaster recovery, and building monitoring and management tools. The role involves collaborating with a global team and providing on-call support.
Must have:
  • Bachelor's degree in CS or related
  • Proficiency in Go/Python/Shell
  • Strong Kubernetes and containers experience (2+ years)
  • Logical analysis and problem-solving skills
  • Documentation skills
  • Strong sense of responsibility
  • Good learning and communication skills
  • Team player
Good to have:
  • Experience with large-scale ML distributed systems
  • Experience with GPU server operation and maintenance
Perks:
  • 100% medical insurance for employee
  • 75% medical insurance for dependents
  • Health Savings Account (HSA) with company match
  • Dental, Vision, Disability, Life, AD&D insurance
  • Flexible Spending Account (FSA) options
  • 10 paid holidays, 17 days Paid Personal Time Off (PPTO)
  • 10 paid sick days
  • 12 weeks paid Parental leave
  • 8 weeks paid Supplemental Disability
  • Employee Assistance Program (EAP)
  • Lyra mental and emotional health benefits
  • 401K company match
  • Gym and cellphone service reimbursements

Job Details

Responsibilities
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. ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment, and enterprise services - over 2.5 billion people interact with ByteDance products, including TikTok 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. Team Intro Founded in 2023, the ByteDance Doubao (Seed) Team, is dedicated to pioneering advanced AI foundation models. Our goal is to lead in cutting-edge research and drive technological and societal advancements. With a strong commitment to AI, our research areas span deep learning, reinforcement learning, Language, Vision, Audio, AI Infra and AI Safety. Our team has labs and research positions across China, Singapore, and the US. Leveraging substantial data and computing resources and through continued investment in these domains, we have developed a proprietary general-purpose model with multimodal capabilities. In the Chinese market, Doubao models power over 50 ByteDance apps and business lines, including Doubao, Coze, and Dreamina, and is available to external enterprise clients via Volcano Engine. Today, the Doubao app stands as the most widely used AIGC application in China. 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 stable and reliable, 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: 1. Responsible for ensuring our ML systems are operating and running efficiently for large model development, training, evaluation, and inference 2. Responsible for the stability of offline tasks/services in multi-data center, multi-region, and multi-cloud scenarios 3. Responsible for resource management and planning, cost and budget, including computing and storage resources 4. Responsible for global system disaster recovery, cluster machine governance, stability of business services, resource utilisation improvement and operation efficiency improvement 5. Build software tools, products and systems to monitor and manage the ML infrastructure and services efficiently 6. Be part of the global team roster that ensures system and business on-call support
Qualifications
Minimum Qualifications: - 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 Qualifications - Engaged in the operation and maintenance of large-scale ML distributed systems - 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. ByteDance Inc. is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://shorturl.at/cdpT2
Job Information
【For Pay Transparency】Compensation Description (annually)

The base salary range for this position in the selected city is $145000 - $355000 annually.

Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.

Our company benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support our employees to give their best in both work and life. We offer the following benefits to eligible employees:

We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match. As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans. In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.

Our time off and leave plans are: 10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.

We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra. A 401K company match, gym and cellphone service reimbursements. The Company reserves the right to modify or change these benefits programs at any time, with or without notice.

For Los Angeles County (unincorporated) Candidates:

Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:

1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;

2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and

3. Exercising sound judgment.

Similar Jobs

Balbix - Staff DevOps Engineer

Balbix

Gurugram, India (On-Site)
3 Months ago
Wooga - Site Reliability Engineer - Backend

Wooga

Berlin, Berlin, Germany (Hybrid)
6 Days ago
160over90 - Director, Partnerships (Cricket)

160over90

Dubai, Dubai, United Arab Emirates (On-Site)
1 Month ago
GoTo Group - Food and Mart Researcher

GoTo Group

Jakarta, Indonesia (On-Site)
2 Weeks ago
Xentrix studios - Modeling – Senior Artist

Xentrix studios

India (On-Site)
7 Months ago
Canva - Senior Frontend Engineer - Apps API Platform

Canva

Melbourne, Victoria, Australia (Remote)
3 Months ago
London stock Exchange - Azure Senior DevOps Engineer

London stock Exchange

St. Louis, Missouri, United States (On-Site)
1 Month ago
Microsoft - Technical Support Engineer - Azure Monitoring

Microsoft

Taipei City, Taiwan (Hybrid)
2 Months ago
Newrick Network - Cloud DevOps Lead AWS

Newrick Network

Toronto, Ontario, Canada (Hybrid)
1 Month ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

New Globe - Managing Director

New Globe

Dutse, Jigawa, Nigeria (On-Site)
1 Month ago
beghou consulting - Sr. Consultant

beghou consulting

Emeryville, California, United States (Hybrid)
4 Months ago
Rippling - Associate HR Business Partner

Rippling

San Francisco, California, United States (On-Site)
1 Month ago
Hawkeye Innovations - VAR Replay Operator

Hawkeye Innovations

Vienna, Vienna, Austria (Hybrid)
2 Months ago
Axon - Senior Industrial Engineer

Axon

Scottsdale, Arizona, United States (On-Site)
1 Month ago
extreme network - Legal Operations Manager

extreme network

California, United States (Hybrid)
1 Week ago
PwC - Manager - Corporate Tax Advisory (CT1)

PwC

Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia (On-Site)
8 Months ago
Corsair - HR Operations Manager

Corsair

Milpitas, California, United States (On-Site)
3 Months ago
Toast - Territory Account Executive

Toast

Port St. Lucie, Florida, United States (On-Site)
2 Months ago
binance - Pioneer Talent Program - Security Operation Engineer (SOC)

binance

Taipei City, Taiwan (Remote)
3 Months ago

Get notifed when new similar jobs are uploaded

Jobs in San Jose, California, United States

Epic Games - Senior AI Programmer

Epic Games

Cary, North Carolina, United States (On-Site)
6 Months ago
PayPal - Sr. Manager, Voice of Customer

PayPal

Chicago, Illinois, United States (Hybrid)
3 Weeks ago
Snap Mobile INC - Account Executive

Snap Mobile INC

Louisville, Kentucky, United States (On-Site)
2 Months ago
Riot Games - Senior Visual Designer - Teamfight Tactics, Gameplay

Riot Games

Los Angeles, California, United States (On-Site)
5 Months ago
Square - Assistant Manager

Square

Fort Lupton, Colorado, United States (On-Site)
1 Week ago
NVIDIA - ASIC Verification Engineer - GPU

NVIDIA

Santa Clara, California, United States (Hybrid)
2 Months ago
Hawkeye Innovations - College Sports Systems Technician

Hawkeye Innovations

Iowa, United States (On-Site)
3 Months ago
Valve corporation - Steam Database Administrator

Valve corporation

Bellevue, Washington, United States (On-Site)
7 Months ago
NVIDIA - Senior Networking Architect

NVIDIA

Santa Clara, California, United States (Hybrid)
3 Months ago
Lionsgate - Coordinator, International Channels

Lionsgate

Santa Monica, California, United States (On-Site)
5 Months ago

Get notifed when new similar jobs are uploaded

Devops Jobs

eBay - Cloud Architect

eBay

Georgia, United States (Remote)
1 Month ago
cyara - Senior Solution Architect / Consultant / or Sales Engineer

cyara

United States (Remote)
11 Months ago
bytedance - Cloud Native Infrastructure Engineer - Foundational Technology

bytedance

Singapore (On-Site)
7 Months ago
upwork - Senior Database Automation Engineer (APAC)

upwork

(Remote)
2 Months ago
Veeam Software - Platform Engineer

Veeam Software

Prague, Czechia (Remote)
1 Month ago
Globalization Partners - Principal Solution Architect

Globalization Partners

United States (Remote)
2 Months ago
Hitachi - AWS Infrastructure Engineer/Administrator

Hitachi

Bengaluru, Karnataka, India (Remote)
8 Months ago
Apple - Cloud Security Architect, Platform Architecture

Apple

Cupertino, California, United States (On-Site)
2 Months ago
Nagarro - Principal Engineer, Cloud

Nagarro

(On-Site)
8 Months ago
Wind River - Software Architect – Real Time Operating Systems

Wind River

Ottawa, Ontario, Canada (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

About The Company

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok 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.

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

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

Seattle, Washington, United States (On-Site)

Seattle, Washington, United States (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