Machine Learning Platform Senior Engineer
3 days ago
4 weeks ago Be among the first 25 applicants Get AI-powered advice on this job and more exclusive features. The EGO team is dedicated to building an industry-leading machine learning platform to effectively support the implementation of algorithms across various business domains such as recommendation, search, and advertising. It focuses on extreme optimization for CTR/CVR prediction in large-scale sparse parameter scenarios, ensuring maximum performance in e-commerce applications and delivering greater value to the company. The EGO platform covers the entire deep machine learning workflow — from sample organization and training to model building and publishing, and further to online model loading and inference services. It comes with a user-friendly Web UI and Restful API, providing an end-to-end, one-stop machine learning platform. Job Description Develop distributed Parameter Server (PS) systems for large-scale sparse model training and inference platforms in the search, advertising, and recommendation domains. The system should support high-throughput parameter read/write and update operations, handle hundreds of billions of features and TB-level sparse models, enable online real-time learning, and meet algorithmic needs such as feature admission and expiration. Participate in the development of the one-stop machine learning platform, integrating the PS system into the platform to provide a user-friendly, stable, high-performance, and platform-level distributed parameter service system. Enhance the platform’s efficiency and usability, accelerating the model iteration process for algorithm teams. Requirements Bachelor’s degree or above in Computer Science, Electronics, Automation, Software Engineering, or related fields At least 3 years of relevant hands-on experience Proficient in C++ programming with strong low-level technical skills; adept at multi-threaded programming, lock optimisation, memory pool, thread pool, template programming, GDB debugging, performance tuning, and RPC frameworks. Familiarity with distributed PS systems, distributed system backend optimization, high-performance in-memory KV systems, KV storage systems based on NVMe-SSD, and high-performance client-server architecture systems is a plus. Highly passionate about computer technology, proactive in learning, with a strong spirit of in-depth research and hands-on practice. Maintains high standards and strict requirements for delivered code; works with rigor and attention to detail. Strong team player with excellent continuous learning ability. Seniority level Mid-Senior level Employment type Full-time Job function Engineering and Research Industries Internet Marketplace Platforms #J-18808-Ljbffr
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Machine Learning Engineer
2 weeks ago
Singapore SGX Group Full timeOverview Machine Learning Engineer role at SGX Group . SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to...
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Senior Machine Learning Engineer
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Singapore Portcast Full timeJoin to apply for the Senior Machine Learning Engineer role at Portcast 2 days ago Be among the first 25 applicants Join to apply for the Senior Machine Learning Engineer role at Portcast About Us: Portcast is a venture-backed startup which predicts global trade flows to help logistics and shipping companies become more profitable. We are a predictive...
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Senior Principal Machine Learning Engineer
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Singapore Grab Full timeSenior Principal Machine Learning Engineer Join to apply for the Senior Principal Machine Learning Engineer role at Grab Senior Principal Machine Learning Engineer 3 days ago Be among the first 25 applicants Join to apply for the Senior Principal Machine Learning Engineer role at Grab About Grab and Our Workplace Grab is Southeast Asia's leading superapp....
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Singapore ByteDance Full timeJoin to apply for the Backend Engineer, Applied Machine Learning Platform - 2025 Start role at ByteDance 6 days ago Be among the first 25 applicants Join to apply for the Backend Engineer, Applied Machine Learning Platform - 2025 Start role at ByteDance Get AI-powered advice on this job and more exclusive features. ResponsibilitiesByteDance will be...
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Singapore ByteDance Full timeJoin to apply for the Backend Engineer, Applied Machine Learning Platform - 2025 Start role at ByteDance 6 days ago Be among the first 25 applicants Join to apply for the Backend Engineer, Applied Machine Learning Platform - 2025 Start role at ByteDance Get AI-powered advice on this job and more exclusive features. Responsibilities ByteDance will be...
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Machine Learning Engineer
1 week ago
Singapore SGX Full timeJob Summary SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to build and deliver AI/ML use cases that...
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Machine Learning Engineer
2 weeks ago
Singapore PLUANG TECHNOLOGIES PTE. LTD. Full timeAs a Machine Learning Engineer (Trading & Financial Intelligence) , you will contribute to the development of AI-powered systems and autonomous agents that transform how financial analysis and decision-making are conducted. Working under the guidance of senior team members, you will help build intelligent solutions that analyze markets, extract insights from...
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Machine Learning Engineer
6 days ago
Singapore SGX Full time $120,000 - $180,000 per yearJob Summary SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to build and deliver AI/ML use cases that...
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Machine Learning Engineer
4 days ago
Singapore SGX Full time $120,000 - $200,000 per yearCustom Field 1: Singapore ExchangeLocation:Singapore, SGFacility: Operations & TechnologyJob Type: Contract (Project IO)Custom Field 2: 2927Job SummarySGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role...
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Machine Learning Engineer
7 days ago
Singapore Johnson & Johnson Full timeAn opportunity has arisen for an extraordinary and enthusiastic Machine Learning Engineer. This role requires a deep understanding of machine learning algorithms, strong software engineering skills, and the ability to translate business requirements into scalable machine learning solutions. As a member of the Global Finance Data Science team, you will...
