Machine Learning Engineer - Machine Learning Infrastructure

5 Months ago • All levels • Research & Development • $145,000 PA - $355,000 PA

Job Summary

Job Description

ByteDance's AML team is seeking a Machine Learning Engineer - Machine Learning Infrastructure to develop and maintain a cutting-edge AI infrastructure for its various platforms, including feeds, ads, and search ranking. You'll design and implement a global-scale machine learning system, enhance the usability and flexibility of the ML infrastructure, optimize workflows for model training and serving, and work with data pipelines, storage systems, and resource management for multi-tenancy machine learning systems. You'll also be responsible for designing and developing key components of the ML infrastructure and mentoring interns.
Must have:
  • Proficient in Go/Python
  • Experience with Kubernetes, Yarn, Mesos, Celery, HDFS, Redis, S3
  • Expertise in distributed systems
  • Strong analytical and problem-solving skills
  • Excellent communication and documentation skills
Good to have:
  • Experience with TensorFlow/PyTorch
  • Experience with Spark, Hadoop, Flink
  • Experience with TFX
Perks:
  • 100% premium coverage for employee medical insurance
  • 75% premium coverage for dependents
  • Health Savings Account (HSA) with company match
  • Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans
  • Flexible Spending Account (FSA) Options
  • 10 paid holidays per year
  • 17 days of Paid Personal Time Off (PPTO)
  • 10 paid sick days per year
  • 12 weeks of paid Parental leave
  • 8 weeks of paid Supplemental Disability
  • 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, Helo, and Resso, 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 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 - Machine Learning Infrastructure to join our team to support and advance that mission. Responsibilities: - Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models. - Responsible for improving use-ability and flexibility of the machine learning infrastructure. - Responsible for improving the workflow of model training and serving, data pipelines, storage system and resource management for multi-tenancy machine learning systems. - Responsible for designing and developing key components of ML infrastructure and mentoring interns. Job requirements - Proficient in at least one programming language such as Go/Python in Linux environment, with excellent coding skills. - Familiar with open source distributed scheduling/orchestration/storage frameworks, such as Kubernetes (K8S), Yarn (Flink, MapReduce), Mesos, Celery, HDFS, Redis, S3, etc., with rich practical experience in machine learning system development. - Master the principle of distributed systems and participate in the design, development and maintenance of large-scale distributed systems. - Possess excellent logical analysis ability, able to perform reasonable abstraction and decomposition of business logic. - Have a strong sense of responsibility, good learning ability, communication ability and self-motivation, and be able to respond and act quickly. - Have good working document habits, and write and update work flow and technical documents in a timely manner as required.
Qualifications
- Experience contributing to an open sourced machine learning framework (TensorFlow/PyTorch). - Experience in big data frameworks (e.g., Spark/Hadoop/Flink), experience in resource management and task scheduling for large scale distributed systems. - Experience in using/designing open-source machine learning lifecycle management systems: TFX 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 dataecommerce.accommodations@bytedance.com.
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

Meta - Research Scientist Intern, Smart Glasses in Wearables AI (PhD)

Meta

Washington, District Of Columbia, United States (On-Site)
5 Months ago
Rackspace Technology - Senior Machine Learning Engineer

Rackspace Technology

Vietnam (Remote)
2 Months ago
NVIDIA - Software Engineering Intern, AI Engineering - 2025

NVIDIA

Shanghai, Shanghai, China (On-Site)
3 Months ago
Meta - Research Scientist Intern, Machine Perception for Input and Interaction (PhD)

Meta

Burlingame, California, United States (On-Site)
5 Months ago
Google - Software Engineer III, Distributed Machine Learning, YouTube

Google

Mountain View, California, United States (On-Site)
4 Days ago
Google - Software Engineer III, Research Infrastructure

Google

Mountain View, California, United States (On-Site)
1 Week ago
NVIDIA - Senior Platform Software Engineer, PCIe

NVIDIA

Santa Clara, California, United States (On-Site)
1 Week ago
Sony Interactive Entertainment - PlayStation向けカスタムLSIの開発・評価エンジニア

Sony Interactive Entertainment

Tokyo, Japan (On-Site)
6 Months ago
Tesla - Senior Power Electronics Controls Engineer

Tesla

Baden-Württemberg, Germany (On-Site)
2 Months ago
ByteDance - High-Performance Computing Research Scientist (Algorithm Acceleration)

ByteDance

San Jose, California, United States (On-Site)
1 Week ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

NVIDIA - Software Engineering Intern, AI Engineering - 2025

NVIDIA

Shanghai, Shanghai, China (On-Site)
3 Months ago
ByteDance - Tech Expert - Machine Learning Infrastructure

ByteDance

Singapore (On-Site)
5 Months ago
Samsung Semiconductor - Staff Engineer, AI/ML Software Compiler

Samsung Semiconductor

San Jose, California, United States (Hybrid)
4 Months ago
Google - Solution Engineer, Innovation, Cloud Solution Accelerator Workshops

Google

New York, New York, United States (On-Site)
1 Week ago
ByteDance - Software Engineer, Model Inference

ByteDance

Seattle, Washington, United States (On-Site)
1 Week ago
Google - Software Engineering Manager, Google Kubernetes AI Infrastructure

Google

Kirkland, Washington, United States (On-Site)
1 Week ago
ByteDance - Research Scientist - Multimodal Foundation Model - 2025 Start

ByteDance

Singapore (On-Site)
5 Months ago
ByteDance - Video Analysis and Quality Algorithm Intern 2023 Summer/Fall (PHD)

ByteDance

Seattle, Washington, United States (On-Site)
5 Months ago
Krafton  - Lead of Physical AI Agent, Research Scientist

Krafton

Seoul, South Korea (On-Site)
5 Days ago
ByteDance - Student Researcher (Doubao (Seed) - Foundation Model) - 2025 Start (PhD)

ByteDance

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

Get notifed when new similar jobs are uploaded

Jobs in San Jose, California, United States

Google - Senior Data Scientist, Product, YouTube Growth

Google

Mountain View, California, United States (On-Site)
4 Days ago
Survios - Senior Technology Engineer - Unreal Engine 5

Survios

California, United States (On-Site)
5 Months ago
Universal Music - Coordinator, Commercial Partnerships

Universal Music

Santa Monica, California, United States (On-Site)
2 Months ago
Google - Software Engineer III, Infrastructure, Spanner

Google

Kirkland, Washington, United States (On-Site)
1 Week ago
The Walt Disney Company - Senior Manager, Environmental Sustainability

The Walt Disney Company

Glendale, California, United States (On-Site)
4 Days ago
Google - Developer Relations Engineer, AR Glasses, Android

Google

Kirkland, Washington, United States (On-Site)
6 Days ago
Evolution - In Studio Game Presenter - Overnight -  11pm-7am Shift/Full Time Benefits/(Restaurant Alternative)  $20-$25/hr.

Evolution

Atlantic City, New Jersey, United States (On-Site)
5 Months ago
Epic Games - QA Specialist

Epic Games

Cary, North Carolina, United States (On-Site)
1 Week ago
Mattel  Inc  - American Girl Food Expeditor

Mattel Inc

Illinois, United States (On-Site)
1 Month ago
Warner Bros Games - Sr. Manager, Brand Management and Product Marketing

Warner Bros Games

Burbank, California, United States (Hybrid)
1 Week ago

Get notifed when new similar jobs are uploaded

Research & Development Jobs

Microsoft - Senior Researcher

Microsoft

Beijing, Beijing, China (On-Site)
1 Week ago
Meta - Software Engineer (Technical Leadership) - Machine Learning

Meta

New York, New York, United States (On-Site)
5 Months ago
W Beyond   - Embedded C

W Beyond

Bengaluru, Karnataka, India (On-Site)
7 Months ago
Krafton  - PUBG Mobile Marketing Manager (Korea)

Krafton

Seoul, South Korea (On-Site)
4 Weeks ago
ByteDance - Research Scientist - Multimedia Lab

ByteDance

San Diego, California, United States (On-Site)
1 Month ago
NVIDIA - Senior GTM Program Manager

NVIDIA

Yokne'am Illit, North District, Israel (On-Site)
2 Weeks ago
Riot Games - Principal Software Engineer (ML Focused) - League Studio, League Data Central

Riot Games

Los Angeles, California, United States (On-Site)
5 Months ago
ByteDance - Research Scientist, Applied GAI-Vision

ByteDance

San Jose, California, United States (On-Site)
5 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