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27 Architecture Jobs in Malaysia | Job Vacancies | September 2026 | Maukerja
Showing 27 jobs results for
"architecture"
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Undisclosed
Singapore
- Responsible for the search system of TikTok and its affiliated products, and solving the architecture optimization problem of the search architecture system;
- Support the design and development of the search system , and the output core search capabilities of bytes and high-quality content to partners;
- Focus on architecture abstraction and process optimization for search scenarios, support large-scale machine learning optimization; ...
Posted
22 days ago
Undisclosed
Singapore
- Responsible for the search system of TikTok and its affiliated products, and solving the architecture optimization problem of the search architecture system;
- Focus on architecture abstraction and process optimization for search scenarios, support large-scale machine learning optimization;
- Focus on large-scale systems with high concurrency and high throughput, improve system stability, performance, and scalability; ...
Posted
14 days ago
Undisclosed
Singapore
- Design and optimize recommendation system architectures to improve development efficiency, performance, scalability, and recommendation effectiveness across feeds and vertical content scenarios.
- Build and optimize backend systems and services for data security, modularity, computational efficiency, and scalability.
- Ensure production system stability through troubleshooting, mechanism design, and tooling development. ...
Posted
14 days ago
Undisclosed
Singapore
- Design and evolve scalable recommendation system architectures supporting multi-scenario business requirements across feeds and vertical content
- Build high-performance distributed storage systems and computing frameworks optimized for recommendation workloads
- Trouble-shooting of the production system, design and implement the necessary mechanisms and tools to ensure the stability of the overall operation of the production system ...
Posted
14 days ago
Undisclosed
Singapore
- Solve core architecture optimization problems for large-scale search engines including retrieval, ranking, and recall systems
- Design and implement heterogeneous computing architectures supporting large-scale machine learning model optimization in search scenarios
- Build high-concurrency, low-latency search system architectures supporting high-throughput global user query processing ...
Posted
14 days ago
Undisclosed
Singapore
- Building next-generation generative AI infrastructure for search, advertising, and recommendation businesses.
- Through the co-design of large models, multimodal technologies, and system-level innovations, we aim to overcome performance bottlenecks and enable ultra-long context handling, millisecond-level response latency, and high-precision information understanding, thereby driving intelligent upgrades across the business.
- Individuals who are completing or have recently completed a PhD degree in Artificial Intelligence, Software Development, Computer Science, Computer Engineering or a related discipline. ...
Posted
14 days ago
Undisclosed
Singapore
- Build and maintain high-performance online services and data pipelines for TikTok Live recommendation systems.
- Design and develop high-performance computing frameworks and storage systems to support real-time live streaming scenarios.
- Build globalized large-scale recommendation systems for live broadcast use cases. ...
Posted
14 days ago
Undisclosed
Singapore
- Build low-latency online services and real-time data processing pipelines for live broadcast recommendation scenarios
- Design and optimize high-performance computing frameworks supporting real-time interactive feature calculation in live streaming scenarios
- Build globalized recommendation system architectures supporting multi-region live broadcast business requirements ...
Posted
14 days ago
Undisclosed
Singapore
- Design and implement reasonable offline data architecture for large-scale recommendation systems. Design and implement flexible, scalable, and high-performance storage and computing systems
- Troubleshoot production systems, design and implement supporting mechanisms and tools to maintain overall production system stability
- Build industry-leading distributed systems such as storage and computing to provide reliable infrastructure for massive data and large-scale business systems ...
Posted
14 days ago
Undisclosed
Singapore
- Conduct novel research on distributed training and inference system optimization for large-scale recommendation models and Large Language Models
- Design and implement high-performance GPU kernel architectures and communication primitives to accelerate deep learning workloads
- Publish original research findings at top-tier academic conferences and collaborate with cross-functional teams to translate research into production impact ...
Posted
14 days ago
Undisclosed
Singapore
- Design, build and optimize distributed training infrastructure and low-latency online inference systems for large-scale recommendation models and Large Language Models
- Develop high-performance GPU kernel implementations and efficient inter-node communication primitives to improve training and inference efficiency
- Build compiler optimization passes and operator fusion technologies for deep learning frameworks to accelerate model execution ...
Posted
14 days ago
Undisclosed
Singapore
- Strategy Management and Optimization:
- Adaptive Tuning and Fault Diagnosis:
- Cost-Efficiency Balance: ...
Posted
14 days ago
Undisclosed
Singapore
- Build and optimize infrastructure for large-scale model training and online inference.
- Develop distributed systems supporting large recommendation models and LLMs.
- Improve training and inference performance through GPU optimization and efficient communication. ...
Posted
14 days ago
Undisclosed
Singapore
- Strategy Management and Optimization:
- Adaptive Tuning and Fault Diagnosis:
- Cost-Efficiency Balance: ...
Posted
14 days ago
Undisclosed
Singapore
- Design and implement offline data architectures for large-scale recommendation systems.
- Build flexible, scalable, and high-performance storage and computing systems.
- Ensure production system stability through troubleshooting and tooling development. ...
Posted
14 days ago
Undisclosed
Singapore
- Design and implement offline and real-time data processing architectures for live broadcast recommendation systems
- Build distributed storage and stream computing systems optimized for high-volume real-time live streaming data processing
- Develop real-time data analytics platforms to support live broadcast business operation and algorithm iteration ...
Posted
14 days ago
Undisclosed
Singapore
- Design and implement real-time and offline data architecture for large-scale recommendation systems.
- Build scalable and high-performance streaming Lakehouse systems that power feature pipelines, model training, and real-time inference.
- Collaborate with ML platform teams to support PyTorch-based model training workflows and design efficient data formats and access patterns for large-scale samples and features. ...
Posted
14 days ago
Undisclosed
Singapore
- Optimize model performance and memory efficiency on GPU-based systems for TikTok Live recommendation scenarios
- Deploy and scale high-throughput training and inference pipelines for live broadcast recommendation models
- Develop tools, libraries, and compiler optimizations to accelerate deep learning workloads for live streaming use cases ...
Posted
14 days ago
Undisclosed
Singapore
- Optimize recommendation model memory usage and inference latency on GPU-based heterogeneous computing systems for live scenarios
- Design and implement high-throughput distributed training and inference pipelines for live broadcast recommendation models
- Perform GPU kernel profiling and performance tuning to optimize real-time inference throughput for live streaming workloads ...
Posted
14 days ago
Undisclosed
Singapore
- Design and implement reasonable offline data architecture for large-scale recommendation systems
- Design and implement flexible, scalable, and high-performance storage and computing systems
- Trouble-shooting of the production system, design and implement the necessary mechanisms and tools to ensure the stability of the overall operation of the production system ...
Posted
14 days ago
Undisclosed
Singapore
- Design, build and optimize distributed training infrastructure and low-latency online inference systems for large-scale recommendation models and Large Language Models
- Develop high-performance GPU kernel implementations and efficient inter-node communication primitives to improve training and inference efficiency
- Build compiler optimization passes and operator fusion technologies for deep learning frameworks to accelerate model execution ...
Posted
14 days ago
Undisclosed
Singapore
- Design and implement real-time and offline data architecture for large-scale recommendation systems.
- Build scalable and high-performance streaming Lakehouse systems that power feature pipelines, model training, and real-time inference.
- Collaborate with ML platform teams to support PyTorch-based model training workflows and design efficient data formats and access patterns for large-scale samples and features. ...
Posted
14 days ago
Undisclosed
Singapore
- Build and maintain high-performance online services and data pipelines for TikTok Shop recommendation and search systems.
- Design and develop high-performance computing frameworks and storage systems for e-commerce scenarios.
- Develop and optimize search engine architecture for TikTok Shop, including retrieval systems and data processing platforms. ...
Posted
14 days ago
Undisclosed
Singapore
- Design and implement offline data architectures for large-scale e-commerce recommendation and search systems
- Build flexible, scalable, and high-performance storage and computing systems for e-commerce big data workloads
- Ensure production system stability through troubleshooting, mechanism design, and tooling development ...
Posted
14 days ago
Undisclosed
Singapore
- Design and implement offline and real-time data processing architectures for e-commerce recommendation and search systems. Build lakehouse architectures and storage systems supporting multi-source heterogeneous data in e-commerce scenarios
- Troubleshoot production systems, design and implement supporting mechanisms and tools to maintain overall production system stability
- Build industry-leading distributed systems such as storage and computing to provide reliable infrastructure for massive data and large-scale business systems ...
Posted
14 days ago
Undisclosed
Singapore
- (1) Lifelong Behavior Modeling and Model Scale-up
- (2) End-to-End Generative Recommendation
- Deeply integrate LLM and recommendation technologies; develop, deploy, and optimize LLM training and inference techniques for recommendation foundation models; and solve large-model engineering challenges in recommendation scenarios. ...
Posted
14 days ago
Undisclosed
Singapore
- Research and implement LLM-based recommendation foundation model training and inference optimization technologies for e-commerce scenarios
- Build model optimization toolchains including quantization, pruning, and distillation for deep learning frameworks
- Design and implement distributed inference serving architectures supporting large-scale LLM deployment for recommendation use cases ...
Posted
14 days ago
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