Software Engineer in Machine Learning Infra, Recommendation Architecture (ByteDance Singapore)
6500 - 13000 SGDBYTEDANCE PTE. LTD.
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.
Job highlights
Career growth opportunity, Paid leave, Flat organization
Responsibilities
About The Team
Our Recommendation Architecture Team is responsible for building up and optimizing the architecture for our recommendation system to provide the most stable and best experience for our users. The team is responsible for system stability and high availability, online services and offline data flow performance optimization, solving system bottlenecks, reducing cost overhead, building data and service mid-platform, realizing flexible and scalable high-performance storage and computing systems.
Responsibilities
- Serving and training infra optimization of machine learning models
- Build and maintain high performance online services for recommendation system
- Build globalized large-scale recommendation system
- Research, design, and develop computer and network software or specialised utility programs
- Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis
- Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures
- Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements
Qualifications
Minimum Qualifications
- Bachelor's degree or above, majoring in Computer Science, or related fields, with experience building scalable systems.
- Experience at least one or two programming languages in Linux environment such as C/C++/golang;
- Understand GPU hardware architecture, understand GPU software stack (CUDA, cuDNN), and have experience in GPU performance analysis;
- Have experience in deep model inference/training, debugging, tuning, and familiar with model optimization tools such as TVM, MLIR, XLA;
- Familiar with mainstream machine learning frameworks (e.g., Tensorflow, Pytorch, MxNet);
6500 - 13000 SGD
...global headquarters are in Los Angeles and Singapore, and we also have offices in New York... ...Every challenge is an opportunity to learn and innovate as one team. We're... ...of a visa. About The Team Our Recommendation Architecture Team is responsible for building up and...6500 - 13000 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity and enrich... ...the forefront of developing the search recommendation algorithm for rapidly expanding global... ...commerce enterprise. Utilizing cutting-edge machine learning technology, advanced NLP, CV,...11250 - 22500 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity and enrich... ...Responsibilities About The Team Our Recommendation Architecture Team is responsible for building up... ...design, and develop computer and network software or specialised utility programs -...6500 - 13000 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity and enrich... ...Responsibilities About The Team Our Recommendation Architecture Team is responsible for building up... ...programming languages and visualisation software - Apply data mining, data modelling,...11250 - 22500 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity... .... Apply reinforcement learning, knowledge representation, and... ...- 5 years of experience in Machine Learning, preferably in a fast... ...LLM fundamentals (e.g., prompt engineering, fine-tuning workflows). -...6500 - 13000 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity and enrich... ...Responsibilities About the team Our Recommendation Architecture Team is responsible for building up... ...to the big system scale and large engineering community that covers multiple Recommendation...11250 - 22500 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity... ..., then turn to search to learn more, compare options, and... ...Qualifications 1. Solid foundation in machine learning and deep learning,... ...1. Experience in search, recommendation, or advertising algorithms,...11250 - 22500 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity and... ...commerce short videos, and commodity recommendation. Our E-ecommerce Recommendation Infra team is responsible for building... ...users. We work closely with applied machine learning engineers and build...6500 - 13000 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity... ...About the team Our Search Architecture Team is responsible for... ...architecture for our Search Engine to provide the most stable and... ...scenarios, support large-scale machine learning optimization; -...6500 - 13000 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire... ...solution for offline data in our recommendation system, which caters to more... ...computer and network software or specialised utility programs... ...techniques of computer science, engineering, and mathematical analysis....13500 - 20840 SGD
...Meta is seeking engineers to join our teams in building cutting-edge products that connect... ...and technologies Develop reusable software components for interfacing with back-end... ...in one or more of the following areas: machine learning, recommendation systems, pattern...11250 - 22500 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire... ...solution for offline data in our recommendation system, which caters to more... ...of single-node LSM engine Rocksdb-related components.... ...implement an offline/real-time data architecture for large-scale recommendation...6500 - 13000 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire... ...solution for offline data in our recommendation system, which caters to more... ...of single-node LSM engine Rocksdb-related components.... ...implement an offline/real-time data architecture for large-scale recommendation...11250 - 22500 SGD
...global headquarters are in Los Angeles and Singapore, and we also have offices in New York... ...Every challenge is an opportunity to learn and innovate as one team. We're... ...Responsibilities About The Team The Recommendation Architecture Middle - Platform Team is responsible...11250 - 22500 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity and enrich... ...Responsibilities About the team Our Recommendation Architecture Team is responsible for building up... ...personalized recommendations, search engine, machine learning, distributed storage...11250 - 22500 SGD
...global headquarters are in Los Angeles and Singapore, and we also have offices in New York... ...Every challenge is an opportunity to learn and innovate as one team. We're... ...Responsibilities About The Team Our Recommendation Architecture Team is responsible for building up and...7000 - 10000 SGD
...We are seeking a skilled machine Learning engineer to join one of our agile development teams in our ML & AI field. In this role, you will play a... ...probability, linear algebra, and optimization ~ Understanding software development best practices, including version control,...3000 - 4500 SGD
...advanced AI and video intelligence solutions for real-world applications. They are looking for a Junior Machine Learning Engineer to join their Model Engineering team in Singapore. This is a hands-on opportunity for someone who wants to work deeply with machine learning...18080 - 27000 SGD
...Meta is seeking talented engineers to join our teams in building cutting-edge products that connect billions of people around the world.... ...Experience with frameworks like TensorFlow, PyTorch, or Scikit-learn Meta builds technologies that help people connect, find communities...5700 - 8300 SGD
...datasets. Translate business problems into analytical and machine learning solutions. Design, develop, train, and optimise machine... ...existing applications through APIs. Collaborate with software engineering and DevOps teams to build scalable, production-ready AI solutions...4600 - 8000 SGD
...customer engagement. What’s the role? We're looking for a Machine Learning Engineer to help build the next generation of AI-powered commerce... ...capabilities. Communicate technical findings and recommendations clearly to both technical and non-technical stakeholders....15000 - 20000 SGD
...As the Machine Learning Engineering Manager for the Joule Work Platform Services team, you will lead efforts to build a scalable, enterprise-grade... ...your teams to execute on it — from foundational service architecture through to reliable, production-grade delivery. As a platform...11000 - 20000 SGD
...Lead Machine Learning Engineers at Thoughtworks use modern architectures to develop end-to-end scalable machine learning systems and applications. They use their specialized depth and breadth of knowledge to impact the achievement of client, project or service objectives and...9000 - 11000 SGD
...the technology and telecoms industry, located in Singapore. Job Description Develop and implement machine learning models to address business challenges.... ...Successful Applicant A successful Machine Learning Engineer should have: Strong proficiency in programming...8100 - 9900 SGD
...within the financial services industry, located in Singapore. Job Description Develop, train, and deploy machine learning models to solve business problems.... ...Successful Applicant A successful Machine Learning Engineer should have: A strong background in computer...6500 - 11500 SGD
...opportunity to work with world-class ML engineers and research scientists, whose mission... ...the latest research and advancements in machine learning and computer vision and apply them to... ...development experience Knowledge of software engineering principles including software...8000 - 16000 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire... ...data ecosystem of the TikTok Recommendation System, focusing on creating... ...real-time and offline data architecture for large-scale recommendation... ...in Artificial Intelligence, Software Development, Computer Science...6000 - 8000 SGD
...applications. They are looking for a ML Research Engineer to join their AI Product team in Singapore. This is a hands-on research and engineering opportunity... ...for someone who wants to work deeply with machine learning and deep learning models , rather than simply consuming...8000 - 16000 SGD
...About Us Founded in 2012, ByteDance's mission is to inspire creativity and... ...the design and development of the Recommendation and Search system architecture for TikTok. It ensures the stability... .... Our Team focuses on system and engineering innovations to overcome key technical...9000 - 13000 SGD
...Establish Data Governance Council and operating model across Product, Engineering, Analytics, and Business Define KPIs: catalog coverage, data... ...Align with AI Governance frameworks: NIST AI RMF, Singapore Model AI Governance Framework, AI Verify, ISO 42001 Monitoring...
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Software Engineer in Machine Learning Infra, Recommendation Architecture (ByteDance Singapore). Be the first to apply!
