Machine Learning Engineer
5 days ago
We are looking for a Machine Learning Lead to be part of our AI-Video Analytics team, who is passionate about building products that the customers love. You will join a dynamic and fast-paced environment and work with our product development team to design, build and roll-out our "Deep Learning enabled" Video Analytics Software suite that delivers STEngg's vision and strategy in this domain. In this role, you will have a sharp focus on product offerings from the deep learning perspective, and utilize your knowledge to solve real-world video analytics problems from a machine learning perspective. You will be expected to deliver solutions that can be deployed to scale and deployed to last, and make justified decisions based on that. Our product development team has demonstrated its ability to create innovative solutions in the area of video analytics, and we are poised for the next phase of growth and expansion. **Responsibilities**: - Collaborate with product managers, software engineers, and data scientists to conceptualize, research, design, and build high-performance, low latency, and scalable machine learning solutions. - Make and justify choices with regards to throughput, latency and cost, in the addition of machine learning models. - Work with the Application team to implement and optimize these models for deployment with awareness in hardware acceleration. - Develop tooling and processes to accelerate and standardize machine learning workflows. **Requirements**: - Bachelor's Degree in Computer Engineering or related technical discipline. - Knowledge in deep learning frameworks. (Tensorflow, PyTorch, Mxnet, Scikit-learn, Numpy, Pandas, etc) - Industry experience using MLOps and ML lifecycle management platforms such as MLFlow, KubeFlow, AirFlow, AWS Sagemaker, Azure ML, etc. - Experience using Docker and Kubernetes. - Familiar with one or more model serving frameworks. (Tensorflow Serving, TorchServe, NVIDIA Triton Inference Server) - Strong problem solving, analytical and conceptual skills, with good communication skills - Able to work independently with minimum guidance and monitoring, a good team player **Preferable**: - Experience in GPU servers, and NVIDIA development stack. (CUDA, Deepstream, TensorRT, Nvidia-docker, etc) - Experience in building and optimizing high throughput video processing pipelines. - Experience in distributed databases or systems. (Hadoop, Spark, MinIO) - Experience in message queuing protocols. (Kafka, MQTT, RabbitMQ, AMQP) - Experience in software packaging, deployment, UAT, and production.
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Machine Learning Engineer
1 week 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...
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Machine Learning Engineer
1 week ago
Singapore ALMR Consulting Pte Ltd Full time**Role: Machine Learning Engineer** **Responsibilities**: - Design and create an ML-based pricing system that delivers personalized experiences for our customers. - Work closely with data scientists, engineers, and platform teams to put machine learning models into production, automate processes, and make sure everything runs smoothly. - Collaborate with...
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Machine Learning Engineer
1 week ago
Singapore SGX Group Full timeOverview 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 will...
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Machine Learning Engineer
1 day ago
Singapore SGX Full timeCustom Field 1: Singapore Exchange - Location: Singapore, SG - Facility: Operations & Technology - Job Type: Contract (Project IO) - Custom Field 2: 2927 **Job 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...
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Machine Learning Engineer
2 weeks 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
1 week ago
Singapore Canalasset Full timeResponsibilities Model Development and Deployment: Design, implement, and deploy machine learning models to solve complex problems across various domains, ensuring models are scalable, efficient, and production-ready. Data Collection and Preprocessing: Collaborate with data scientists and engineers to collect, clean, and preprocess large datasets, ensuring...
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Machine Learning Engineer
2 weeks 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
1 day ago
Singapore Tangspac Full timeOur client a fintech company is looking to hire Machine learning Engineer to join their AI and machine learning development team Roles - Work closely with data scientists and data engineers to support them to develop ML models - Developing scalable platforms to improve AI's capabilities - Responsible for scaling, productionising and performance tuning...
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Machine Learning Engineer
1 week ago
Singapore PLUANG TECHNOLOGIES PTE. LTD. Full timeRoles & Responsibilities As 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...
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Machine Learning Engineer
2 weeks ago
Singapore STRAITDEER PTE. LTD. Full timeWe’re looking for a Machine Learning Engineer to join our dynamic AI/ML team. You’ll build and enhance the intelligent systems and models that power our products. You’ll work closely with data scientists, data engineers, and product teams to translate research prototypes into AI‑powered solutions that drive business value. Responsibilities Build ML...
