Engineering Manager Machine Learning Infrastructure

3 Months ago • All levels • Monetization • Research & Development • $199,500 PA - $340,100 PA

Job Summary

Job Description

ByteDance is seeking an Engineering Manager - Machine Learning Infrastructure to join its AML team and drive the development and implementation of next-generation AI infrastructure for ads, search, and live/ecom ranking. Responsibilities include leading the design and implementation of distributed inference/training/scheduling/orchestration/storage/parameter server infrastructure, overseeing the development of monitoring and management tools, identifying and resolving system inefficiencies, collaborating with product teams, and creating tools for analysis and solution implementation.
Must have:
  • Experience leading an engineering team
  • Experience in developing and deploying large-scale machine learning systems
  • Strong sense of responsibility, communication, and teamwork skills
  • Passion for solving complex problems
Good to have:
  • Experience contributing to an open-source machine learning framework (TensorFlow, JAX, PyTorch, TorchScript, MXNet, TensorRT)
  • Experience in big data frameworks (Spark, Hadoop, Flink)
  • Experience in resource management and task scheduling for large-scale distributed systems
  • Experience in Parameter Server system optimization or index structure optimization for search systems
  • Strong 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 $199500 - $340100 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

ByteDance - Research Scientist, Foundation Model, Vision

ByteDance

Singapore (On-Site)
3 Months ago
Thumbtack - Staff Software Engineer,  Machine Learning Infrastructure

Thumbtack

United States (Remote)
3 Months ago
Google - Data Scientist, Extended Workforce Solutions

Google

Hyderabad, Telangana, India (On-Site)
1 Month ago
ByteDance - Country Director, Financial Services - Global Payment

ByteDance

Taguig, Metro Manila, Philippines (On-Site)
2 Months ago
ByteDance - Product Operations Manager

ByteDance

Los Angeles, California, United States (On-Site)
1 Month ago
ByteDance - Strategy Intern, BytePlus

ByteDance

Singapore (On-Site)
5 Days ago
ByteDance - Influencer Marketing Agencies, MCN Management (Philippines, E-commerce)

ByteDance

Taguig, Metro Manila, Philippines (On-Site)
3 Months ago
Unity - Performance Manager(Supply/Unified)

Unity

Beijing, Beijing, China (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Unity - Senior ML Engineer

Unity

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
3 Months ago
NVIDIA - Senior Solutions Architect, Generative AI - Inference

NVIDIA

California, United States (Remote)
1 Month ago
ByteDance - Software Engineer Intern (Doubao (Seed) - Machine Learning System) - 2025 Summer (PhD)

ByteDance

Seattle, Washington, United States (On-Site)
3 Months ago
Applike Group - Senior Data Scientist (Recommendation Systems Expert) (f/m/d)

Applike Group

Hamburg, Hamburg, Germany (Hybrid)
4 Months ago
Google - Silicon Engineering Intern, 2025

Google

(On-Site)
2 Months ago
Microsoft - Research Intern - AI (Agentic Systems & Interaction)

Microsoft

Redmond, Washington, United States (On-Site)
1 Month ago
Eightfold - Lead Engineer- Backend

Eightfold

Bengaluru, Karnataka, India (Hybrid)
3 Months ago
Canva - Senior Computer Vision Engineer - Photo AI

Canva

London, England, United Kingdom (Remote)
3 Weeks ago
Thumbtack - Staff Software Engineer,  Machine Learning Infrastructure

Thumbtack

Ontario, Canada (Remote)
3 Months ago
G2 - Data Scientist - II

G2

Bengaluru, Karnataka, India (Hybrid)
5 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Seattle, Washington, United States

Xsolla - Growth Marketing Manager

Xsolla

Los Angeles, California, United States (Remote)
3 Months ago
ByteDance - Hardware Interaction Industrial Designer

ByteDance

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

Unity

New York, New York, United States (On-Site)
3 Months ago
Trek - Service Manager

Trek

Austin, Texas, United States (On-Site)
1 Week ago
Sleeper - Performance Creative Associate (TikTok)

Sleeper

San Francisco, California, United States (On-Site)
4 Months ago
My Fitness Pal - Director, Product Analytics

My Fitness Pal

United States (Remote)
4 Weeks ago
ArenaNet - Senior Producer (Unannounced Project)

ArenaNet

Bellevue, Washington, United States (Hybrid)
4 Months ago
HP - Service Product Manager

HP

Boise, Idaho, United States (On-Site)
4 Months ago
Alpha Sense - Director of Solution Marketing

Alpha Sense

Remote, Oregon, United States (Remote)
1 Month ago
NVIDIA - NVIDIA 2025 Internships: Mixed Signal / Circuit Design

NVIDIA

Santa Clara, California, United States (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Monetization Jobs

Inkittt - Product Manager, Monetization

Inkittt

San Francisco, California, United States (Hybrid)
3 Months ago
ByteDance - Music Partnerships Manager - SoundOn

ByteDance

Jakarta, Jakarta, Indonesia (On-Site)
3 Months ago
Inwave - Monetization Specialist

Inwave

(On-Site)
2 Weeks ago
ByteDance - Senior Software Engineer(Financing Product), Global Payments

ByteDance

San Jose, California, United States (On-Site)
3 Months ago
Playtika - Ad Monetization - Temporary

Playtika

Israel (On-Site)
3 Months ago
ByteDance - Research Scientist in Multimodal Graduate (Applied Machine Learning) - 2024 Start (PhD)

ByteDance

San Jose, California, United States (On-Site)
3 Months ago
ByteDance - Software Engineer - Unified Datastore

ByteDance

Seattle, Washington, United States (On-Site)
3 Months ago
Moon Active - Business Strategy Manager

Moon Active

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
5 Months ago
Axes InMotion - Ad Monetization Manager

Axes InMotion

Seville, Andalusia, Spain (Hybrid)
4 Months ago
Paytm - Paytm Ads ops (Monetization)

Paytm

Bengaluru, Karnataka, India (On-Site)
4 Months 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