Engineering Manager Machine Learning Infrastructure

3 Months ago • All levels • Monetization • Research & Development • $210,000 PA - $358,000 PA

Job Summary

Job Description

ByteDance is looking for an Engineering Manager - Machine Learning Infrastructure to lead the development and implementation of next-generation AI infrastructure for their recommendation platforms in ads, search, and live & ecom areas. Responsibilities include managing a team to design and build distributed inference, training, scheduling, orchestration, storage, and parameter server infrastructure. You'll also oversee the development of monitoring and management tools to ensure system reliability and scalability, identify and prioritize system inefficiencies, and collaborate with product teams to deliver tailored solutions.
Must have:
  • Experience leading engineering teams
  • Experience developing and deploying large-scale ML systems
  • Strong sense of responsibility and communication skills
  • Experience contributing to open-source ML frameworks (TensorFlow, JAX, PyTorch, MXNet, etc.)
  • Experience with big data frameworks (Spark, Hadoop, Flink)
  • Experience with resource management and task scheduling in distributed systems
Good to have:
  • Experience in Parameter Server system optimization or index structure optimization for search systems
  • Background in Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (GPU/RDMA), or ML for Systems
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 through EAP and Lyra
  • 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. 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 Engineer Manager - Machine Learning Infrastructure to join our team to support and advance that mission. Responsibilities: - Lead the team to design and implement distributed inference/training/scheduling/ochestration/storage/parameter_server infrastructure for feeds, ads and search ranking models. - Oversee the development of monitoring and management tools to ensure the reliability and scalability of machine learning infra. - Manage the identification and prioritization of system inefficiencies and bottlenecks, leading efforts to enhance system performance. - Lead the team in creating tools to analyze bottlenecks and sources of instability, formulating and implementing effective solutions. - Collaborate with product teams, offering comprehensive solutions tailored to their specific requirements. Job requirements - Experience in leading an engineering team - Experience in developing and deploying large-scale machine learning systems. - Strong sense of responsibility and good at communication and teamwork - Passionate about solving complex and challenging problems
Qualifications
- Experience contributing to an open sourced machine learning framework (tensorflow / jax / pytorch / torchscript / mxnet / tensorrt). - Experience in big data frameworks (e.g., Spark/Hadoop/Flink), experience in resource management and task scheduling for large scale distributed systems. - Participated in Parameter Server system optimization, or index structure optimization for search systems. - 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. 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 $210000 - $358000 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

Stonewall Collision & Auto Painting - Senior Data Scientist

Stonewall Collision & Auto Painting

Vijayawada, Andhra Pradesh, India (On-Site)
5 Months ago
The Walt Disney Company - Senior Machine Learning Engineer - Ad Platforms

The Walt Disney Company

California, United States (On-Site)
1 Month ago
ByteDance - Research Engineer - Multimodal Model

ByteDance

Singapore (On-Site)
3 Months ago
Epic Games - Principal Research Scientist

Epic Games

Pittsburgh, Pennsylvania, United States (On-Site)
1 Month ago
ION - Senior AI Engineer, Italy

ION

Pisa, Tuscany, Italy (On-Site)
4 Months ago
ByteDance - Research Scientist Intern (Doubao (Seed) - Music Foundation Model) - 2024 Summer (PhD)

ByteDance

San Jose, California, United States (On-Site)
3 Months ago
ByteDance - SoC System Software Architect

ByteDance

San Jose, California, United States (On-Site)
3 Months ago
ByteDance - NLP Researcher - 2025 Start

ByteDance

Singapore (On-Site)
3 Months ago
ByteDance - Full Stack Software Engineer, Lark

ByteDance

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

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Sphere Entertainment Co - Director Production Technology Innovation

Sphere Entertainment Co

Burbank, California, United States (On-Site)
3 Months ago
Verve - Senior Machine Learning Engineer

Verve

Bengaluru, Karnataka, India (Hybrid)
4 Months ago
Unity - Scientifique de données sénior | Senior Data Scientist

Unity

Montreal, Quebec, Canada (On-Site)
3 Months ago
Arrise Solutions (India)   - Lead ML Engineer

Arrise Solutions (India)

Hyderabad, Telangana, India (On-Site)
5 Months ago
Balbix - Staff AI Engineer

Balbix

Bengaluru, Karnataka, India (On-Site)
4 Months ago
NVIDIA - Solutions Architect, Generative AI Agents and Data Processing

NVIDIA

Santa Clara, California, United States (On-Site)
1 Month ago
Microsoft - Senior Applied Scientist- Content Service

Microsoft

Beijing, Beijing, China (On-Site)
1 Month ago
Rackspace Technology - Data Scientist

Rackspace Technology

Alexandria, Alexandria Governorate, Egypt (Remote)
1 Month ago
Luxoft - Senior/Lead Machine Learning and Image Processing Specialist

Luxoft

Poland, Ohio, United States (Remote)
3 Months ago
Homa games - Senior Machine Learning Engineer

Homa games

Paris, Île-de-France, France (On-Site)
7 Months ago

Get notifed when new similar jobs are uploaded

Jobs in San Jose, California, United States

Bally's Interactive - BI Developer

Bally's Interactive

Malta, New York, United States (On-Site)
1 Month ago
NVIDIA - Distinguished Software Architect - Deep Learning and HPC Communications

NVIDIA

Santa Clara, California, United States (On-Site)
3 Weeks ago
The Walt Disney Company - Staff Support Analyst - Finance Systems

The Walt Disney Company

Burbank, California, United States (On-Site)
1 Month ago
Scopely - Principal Content Designer - Unannounced AAA Action RPG

Scopely

United States (Remote)
3 Months ago
Meta - Software Engineer, Computer Vision (Technical Leadership)

Meta

Bellevue, Washington, United States (Remote)
3 Months ago
Microsoft - Research Intern - Product Strategy Intern

Microsoft

Redmond, Washington, United States (On-Site)
1 Month ago
Google - Software Engineering Manager II, Google Ads

Google

Mountain View, California, United States (On-Site)
1 Month ago
Undead Labs - Senior Combat Designer

Undead Labs

Seattle, Washington, United States (On-Site)
4 Days ago
Entrata - Sr Enterprise Marketing Manger

Entrata

Lehi, Utah, United States (On-Site)
4 Months ago
Epic Games - Senior Engine Programmer, Verse Framework

Epic Games

Cary, North Carolina, United States (On-Site)
2 Weeks ago

Get notifed when new similar jobs are uploaded

Monetization Jobs

Voodoo - Lead Creative Manager - Gaming

Voodoo

Paris, Île-de-France, France (On-Site)
2 Months ago
ByteDance - Creator Operations Intern (Philippines)

ByteDance

Taguig, Metro Manila, Philippines (On-Site)
1 Month ago
ByteDance - Product Leader - Product Strategy - Singapore

ByteDance

Singapore (On-Site)
3 Months ago
Jam City - Monetization Manager - Mobile Gaming Industry

Jam City

Toronto, Ontario, Canada (On-Site)
7 Months ago
ByteDance - Software Engineer, Speech & Audio

ByteDance

Singapore (On-Site)
3 Months ago
ByteDance - Research Scientist in Foundation Model (Music) - 2025 Start (PhD)

ByteDance

San Jose, California, United States (On-Site)
3 Months ago
ByteDance - Product Manager - LLM Training

ByteDance

Singapore (On-Site)
3 Months ago
Activision - Associate Director of Product, Monetization

Activision

Santa Monica, California, United States (On-Site)
1 Month ago
Netflix - Manager, FS&A Ads (Platform)

Netflix

Los Angeles, California, United States (On-Site)
3 Months ago
SuperPlay - SENIOR MONETIZATION MANAGER - DISNEY SOLITAIRE

SuperPlay

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

Taguig, Metro Manila, Philippines (On-Site)

Singapore (On-Site)

Dubai, Dubai, United Arab Emirates (On-Site)

State Of São Paulo, Brazil (On-Site)

Seattle, Washington, United States (On-Site)

San Jose, California, 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