Graduate ML System Engineer - Large-Scale Systems

ByteDance; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

ByteDance is seeking recent graduates to join their team in 2026. This role involves research on large-scale recommendation systems and other engineering projects. Candidates must hold a doctoral degree, preferably in Computer Science or Software Engineering, and have proficiency in programming languages such as C/C++/Go/Python/Java.

The position requires strong logical analysis skills, collaboration spirit, and responsibility. Good habits in technical documentation are also necessary. Apply now to join our innovative teams!

Qualifications

• Doctoral degree, preferably in Computer Science, Software Engineering or related fields.
• Proficiency in one or more programming languages (C/C++/Go/Python/Java) in a Linux environment.
• Deep understanding of distributed system principles and experience designing, developing and maintaining large-scale distributed systems.
• Excellent logical analysis skills, able to abstract and decompose complex business logic, with a collaborative team spirit.
• Strong sense of responsibility, good learning ability, communication skills and self-motivation.
• Good habits in technical documentation, including timely writing and updating of work processes and technical documents as required.

Responsibilities

• Research project on large-scale recommendation systems.
• Other engineering research directions such as multimodal, high-performance inference engine/training framework.
• Algorithmic research directions such as search, recommendation, ranking.

Skills

Proficiency in C/C++/Go/Python/Java

Logical analysis skills

Collaboration

Communication skills

Self-motivation

Education

Doctoral degree in Computer Science, Software Engineering or related fields

Job description

Responsibilities

Team Introduction

Data AML is ByteDance's machine learning middle platform, providing training and inference systems for recommendation, advertising, CV (computer vision), speech, and NLP (natural language processing) across businesses such as Douyin, Toutiao, and Xigua Video.

AML provides powerful machine learning computing capabilities to internal business units and conducts research on general and innovative algorithms to solve key business challenges. Additionally, through Volcano Engine, it delivers core machine learning and recommendation system capabilities to external enterprise clients.

Beyond business applications, AML is also engaged in cutting-edge research in areas such as AI for Science and scientific computing.

We are looking for talented individuals to join our team in 2026. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth. Launch your career where inspiration is infinite at ByteDance.

Successful candidates must be able to commit to an onboarding date by end of year 2026. Please state your availability and graduation date clearly in your resume.

Responsibilities

• Research Project on Large-scale recommendation systems
• Other Engineering research directions such as multimodal, high performance inference engine/training framework
• Algorithmic research directions such as search/recommendation/ranking
  
  
  

Qualifications

Minimum Qualifications:

• Holds a doctoral degree, with preference for candidates majoring in Computer Science, Software Engineering, or related fields.
• Proficiency in 1 or more programming languages such as C/C++/Go/Python/Java in a Linux environment;
• Deep understanding of distributed system principles, with experience in designing, developing, and maintaining large-scale distributed systems;
• Possess excellent logical analysis skills, able to abstract and decompose complex business logic effectively, with a collaborative team spirit;
• Strong sense of responsibility, with good learning ability, communication skills, and self-motivation;
• Good habits in technical documentation, including timely writing and updating of work processes and technical docs as required.
  
  
  

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Job Information

About Us

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico 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 ByteDance

Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.

As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

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.