Backend Engineer, AML Framework Development (Search, Ads, and Recommendation Direction)

3 Months ago • 1 Years + • Monetization • Research & Development

Job Summary

Job Description

ByteDance seeks a Backend Engineer for AML Framework Development, focusing on search, ads, and recommendation systems. Responsibilities include framework design, module development, model optimization tool creation, and implementation of machine learning frameworks in Python. The role requires expertise in deep learning frameworks (TensorFlow, PyTorch, Keras), knowledge of network models (DNN, CNN, LSTM), and proficiency in Python and C++. The engineer will contribute to model performance analysis and support algorithm implementation across various business areas. The ideal candidate should have excellent framework design skills, understand data structures, and be comfortable working in a fast-paced environment. Prior experience in distributed training project optimization is highly valued.
Must have:
  • Framework design & module development
  • Python & C++ proficiency
  • Deep learning framework expertise
  • Model optimization & analysis
  • Understanding of DNN, CNN, LSTM
Good to have:
  • Distributed training experience
  • Model computation efficiency optimization
  • Ability to thrive in fast-paced environments

Job Details

Responsibilities
ByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa. 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. 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 & e-commerce ranking in our company. We also drive substantial impact on core businesses of the company. Responsibilities - Framework Design, Module Encapsulation/Development, and Model Optimization Tools Development; - Responsible for the design and implementation of the machine learning framework at the Python layer; - Responsible for the general and efficient encapsulation of model structures at the Layer/Module level; - Responsible for the design and development of components for model performance and effectiveness analysis; - Support the research and implementation of model algorithms related to various business areas within the company.
Qualifications
Minimum Qualifications - Bachelor’s degree in Computer Science or equivalent with at least 1 year of relevant experience - Familiar with at least one deep learning framework, such as TensorFlow, PyTorch, or Keras, and knowledgeable about automatic differentiation implementation. - Familiar with basic network models such as DNN, CNN, and LSTM, and understand commonly used model architectures in search and recommendation. - Excellent programming skills, solid understanding of basic data structures, proficient in Python, and familiar with C++. - Outstanding framework design and interface encapsulation abilities, with knowledge of common design patterns. Preferred Qualifications - Ability to thrive in a fast-paced environment. - Experience in the overall design and optimization of distributed training projects. - Familiarity with model computation efficiency optimization solutions for mainstream deep learning frameworks. 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.

Similar Jobs

Google - Senior Software Engineer, Distributed Machine Learning

Google

Mountain View, California, United States (On-Site)
1 Week ago
Google - Senior Software Engineer, Generative AI, Google Cloud AI

Google

Sunnyvale, California, United States (On-Site)
1 Week ago
Talentica Software - Data Scientist

Talentica Software

India (Remote)
6 Months ago
ByteDance - Research Scientist- Applied Machine learning Graduates (AML) - 2024 Start (PhD)

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
HP - Machine Learning Intern

HP

Austin, Texas, United States (On-Site)
7 Months ago
ByteDance - E-commerce Agency Partnership Intern (Philippines) - 2025 Start

ByteDance

Taguig, Metro Manila, Philippines (On-Site)
1 Month ago
Yodo1 - UA Manager (Gaming)

Yodo1

India (Remote)
9 Months ago
ByteDance - Special Project Manager, Fashion (Philippines E-Commerce)

ByteDance

Taguig, Metro Manila, Philippines (On-Site)
1 Week ago
ByteDance - Quality Analyst - ADSEO (Safety)

ByteDance

Gurugram, Haryana, India (On-Site)
2 Months ago
ByteDance - Transfer Pricing Manager - US

ByteDance

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

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Tencent - Game AI Researcher

Tencent

Tokyo, Japan (On-Site)
3 Weeks ago
PwC - Senior AI Developer - Roma [DIG]

PwC

Rome, Lazio, Italy (On-Site)
6 Months ago
ByteDance - Software Engineer in Large Model System Graduate (Machine Learning Sys-US) - 2024 Start (BS/MS)

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
Google - Senior Software Engineer, Machine Learning, Applied AI

Google

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

ByteDance

Seattle, Washington, United States (On-Site)
1 Week ago
Google - Senior Security Engineer, AI Systems Security

Google

San Francisco, California, United States (On-Site)
1 Week ago
ByteDance - Research Scientist in Foundation Model, Speech Understanding - 2024 Start (PhD)

ByteDance

Seattle, Washington, United States (On-Site)
5 Months ago
HP - Machine Learning Intern

HP

Austin, Texas, United States (On-Site)
7 Months ago
Salesforce - 2025 PhD Intern - AI Research, Singapore

Salesforce

Singapore, Singapore (On-Site)
6 Months ago
Meta - Software Engineer, Machine Learning

Meta

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

Get notifed when new similar jobs are uploaded

Jobs in Singapore

ByteDance - Backend Engineer Intern, Video-On-Demand

ByteDance

Singapore (On-Site)
1 Month ago
OKX - Senior Product Manager, Local Markets

OKX

Singapore, Singapore (On-Site)
6 Months ago
Tencent - Senior Legal Counsel, Privacy & Data Protection

Tencent

Singapore (On-Site)
6 Months ago
IGG - Editor

IGG

Singapore (On-Site)
6 Months ago
Netflix - Senior Manager, Art & Print & Production Operations Lead

Netflix

Singapore, Singapore (On-Site)
5 Months ago
ByteDance - Ethics and Compliance Specialist (Center of Excellence)

ByteDance

Singapore (Hybrid)
1 Month ago
ByteDance - Senior Technology Internal Auditor (Global Technology Audit)

ByteDance

Singapore (Hybrid)
4 Weeks ago
ByteDance - Fraud Strategy Expert - Global Payment - Singapore

ByteDance

Singapore (On-Site)
5 Months ago
Tencent - Global Talent Sourcing Intern 104590

Tencent

Singapore (On-Site)
4 Months ago

Get notifed when new similar jobs are uploaded

Monetization Jobs

ByteDance - Research Scientist in Large Language Model

ByteDance

Seattle, Washington, United States (On-Site)
5 Months ago
Ubisoft - Live Performance Specialist

Ubisoft

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

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
ByteDance - Machine Learning Engineer, SMB

ByteDance

San Jose, California, United States (On-Site)
2 Months ago
ByteDance - Quality Assurance Specialist - Global Payment

ByteDance

Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia (On-Site)
3 Months ago
ByteDance - Data Center Design Manager (Mechanical) - Data Center Development

ByteDance

Singapore (On-Site)
5 Months ago
Amanotes - Ads Monetization Specialist

Amanotes

Ho Chi Minh City, Ho Chi Minh City, Vietnam (On-Site)
2 Months ago
ZiMAD - Product Manager (Web Games)

ZiMAD

(Remote)
2 Months ago
ByteDance - Machine Learning Engineer

ByteDance

San Jose, California, United States (On-Site)
1 Week ago
ByteDance - Financial Risk Strategy Expert - Global Payment

ByteDance

Singapore (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