Machine Learning Engineer - Model Serving Infrastructure

3 Months ago • 5 Years + • Devops • $317,300 PA - $413,250 PA

Job Summary

Job Description

ByteDance's AML team seeks a Machine Learning Engineer to design and implement distributed inference infrastructure for feeds, ads, and search ranking models. Responsibilities include building monitoring/managing tools for online inference servers, triaging system inefficiencies, analyzing bottlenecks, and collaborating with product teams. The ideal candidate has 5+ years of experience in developing and deploying large-scale systems, contributing to open-source ML frameworks, and expertise in areas like Hardware-Software Co-Design or ML Hardware Acceleration. The role involves optimizing GPU performance and building tools to analyze instability sources.
Must have:
  • 5+ years experience in large-scale system development and deployment
  • Experience with open-source ML frameworks (TensorFlow/PyTorch etc.)
  • Expertise in HPC, ML Hardware Acceleration, or Hardware-Software Co-Design
  • Design & implement distributed inference infrastructure
  • Build monitoring and management tools for online inference servers
Good to have:
  • Proficient in C/C++/CUDA
  • Familiarity with deep learning serving frameworks (TensorFlow Serving/TorchScript)
  • GPU performance optimization experience
  • Independent project completion
  • Excellent communication and teamwork skills
Perks:
  • Medical, dental, and vision insurance
  • 401(k) savings plan with company match
  • Paid parental leave
  • Paid time off (holidays, sick days, personal time)
  • Wellbeing benefits

Job Details

Responsibilities
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 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. The mission of our AML team is to push the next-generation AI infrastructure and recommendation platform for the ads ranking, search ranking, live & ecom ranking in our company. We also drive substantial impact on core businesses of the company. Currently, we are looking for Machine Learning Engineer - Model Serving Infrastructure to join our team to support and advance that mission. Responsibilities: - Responsible for the design and implementation of distributed inference infrastructure for feeds, ads and search ranking models. - Responsible for building monitoring/managing tools to oversee the reliability and scalability of online inference servers - Responsible for triaging system inefficiency and bottlenecks and improving system performance - Responsible for building tools to analyze bottlenecks and sources of instability and then design and implement solutions - Responsible for collaboration with product teams and providing general solutions to meet their requirements
Qualifications
Minimum Qualifications: - At least 5 years of experience in developing and deploying large-scale systems. - Experience contributing to an open sourced machine learning framework (tensorflow / jax / pytorch / torchscript / mxnet / tensorrt). - Strong background in one of the following fields: Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (e.g., GPU/RDMA) or ML for Systems. Preferred Qualifications: - Proficient in C/C++/CUDA, and have solid programming skills. - Familiar with deep learning serving frameworks (TensorFlow Serving/TorchScript). - Experience in GPU performance optimization - Ability to work independently and complete projects from beginning to end and in a timely manner. - Good communication and teamwork skills to clearly communicate technical concepts with other teammates. 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 $317300 - $413250 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.

Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).

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

Qualcomm - Staff Engineer - Modem Systems

Qualcomm

San Diego, California, United States (On-Site)
1 Month ago
Vertx Inc. - Director - Emerging Models and Alliances

Vertx Inc.

(Remote)
1 Month ago
Tencent - Public Affairs Director

Tencent

(On-Site)
3 Months ago
Unbroken Studios - Assistant Manager

Unbroken Studios

Bastrop, Texas, United States (On-Site)
1 Week ago
Riot Games - Senior Visual Designer - Teamfight Tactics, Gameplay

Riot Games

Los Angeles, California, United States (On-Site)
5 Months ago
Apple - Engineering Project Manager, DevOps/SRE

Apple

Cupertino, California, United States (On-Site)
1 Month ago
bytedance - Senior Software Engineer - Traffic Infrastructure

bytedance

Singapore (On-Site)
8 Months ago
GoReel - DevOps Lead

GoReel

Poland (Remote)
3 Months ago
Sailpoint - Manager, DevOps (AWS Infrastructure)

Sailpoint

Austin, Texas, United States (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Qualcomm - Engineer, Staff -Devops

Qualcomm

Hyderabad, Telangana, India (On-Site)
2 Months ago
Ubisoft - Regional Project Intelligence Director (Nordics & Romania)

Ubisoft

Malmö, Skåne County, Sweden (Hybrid)
2 Months ago
techholding - Lead Salesforce Solutions Architect

techholding

London, England, United Kingdom (Hybrid)
1 Month ago
Rackspace Technology - Global Head of Application Services

Rackspace Technology

United States (Remote)
1 Month ago
Adyen - Manager - Account Management

Adyen

Berlin, Berlin, Germany (On-Site)
1 Month ago
Wargaming - Game Data Analyst/Data Scientist (World of Tanks)

Wargaming

Vilnius, Vilnius County, Lithuania (On-Site)
2 Weeks ago
zeta - Associate Solution Architect I

zeta

Bengaluru, Karnataka, India (On-Site)
8 Months ago
Rippling - Implementation Data Specialist

Rippling

Bengaluru, Karnataka, India (On-Site)
1 Month ago
appier - Staff Software Engineer, Data Backend

appier

Tokyo, Japan (Hybrid)
1 Month ago
WebMD - Senior Manager, Strategic Accounts

WebMD

Newark, New Jersey, United States (On-Site)
3 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Seattle, Washington, United States

Saviynt - UX Researcher Intern

Saviynt

Atlanta, Georgia, United States (Hybrid)
12 Months ago
Next Level Business Services - Sr. SAS Developer

Next Level Business Services

San Antonio, Texas, United States (On-Site)
8 Months ago
Saviynt - Distinguished Security Engineer – FedRAMP

Saviynt

Atlanta, Georgia, United States (Remote)
2 Months ago
Nintendo - Senior Consumer Programs Specialist - Nintendo San Francisco Store

Nintendo

San Francisco, California, United States (Hybrid)
7 Months ago
HCL Tech - Sr. project manager with agile

HCL Tech

New York, United States (On-Site)
1 Month ago
Apple - AIML - Staff Machine Learning Engineer, Siri Search Quality

Apple

Cupertino, California, United States (On-Site)
4 Weeks ago
Canva - K-12 District Education Advocate - Strategic Sales

Canva

Austin, Texas, United States (On-Site)
1 Week ago
Next Level Business Services - JAvA Full Stack Developer

Next Level Business Services

New York, New York, United States (On-Site)
8 Months ago
Respawn Entertainment - Studio

Respawn Entertainment

Los Angeles, California, United States (On-Site)
3 Days ago
Cadence - Sr Staff Business Systems Analyst

Cadence

San Jose, California, United States (On-Site)
9 Months ago

Get notifed when new similar jobs are uploaded

Devops Jobs

Motorola solutions - Senior AWS DevOps Engineer

Motorola solutions

Framingham, Massachusetts, United States (Remote)
1 Month ago
Ion - Senior DevSecOps Engineer, Italy

Ion

Milan, Lombardy, Italy (On-Site)
8 Months ago
Razer - Solutions Architect

Razer

Singapore (On-Site)
9 Months ago
CyberArk - Solutions Engineer, Enterprise Accounts

CyberArk

United States (On-Site)
1 Month ago
NVIDIA - Senior Solution Architect - Hardware

NVIDIA

Beijing, Beijing, China (On-Site)
5 Months ago
Razer - Solutions Architect

Razer

Singapore (On-Site)
9 Months ago
Octopus - Senior Software Engineer - Cloud Platform

Octopus

(Remote)
11 Months ago
Palo Alto Networks - Marketplace Operations Manager (Cloud Service Providers)

Palo Alto Networks

Amsterdam, North Holland, Netherlands (On-Site)
1 Month ago
Capgemini - Cloud Solution Architect

Capgemini

Bengaluru, Karnataka, India (On-Site)
4 Weeks ago
WebMD - Senior Salesforce Solution Architect

WebMD

Boise, Idaho, United States (On-Site)
11 Months 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