Senior Machine Learning Engineer
1 day ago
Splore PTE. LTD. is seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our ML/AI team, you will be responsible for overseeing the entire ML lifecycle, from translating business use cases to developing, deploying, and monitoring machine learning models in production environments.
Key Responsibilities:- Translate business needs into technical requirements and collaborate with product and sales teams to define ML requirements and execution plans.
- Stay updated on the latest AI advancements, especially in generative AI, and evaluate potential technologies to apply to our domain for continuous ML feature upgrades.
- Design and customize solutions for customer Proof of Concepts (POCs) and evaluate these solutions using appropriate metrics to demonstrate their value.
- Develop and deploy scalable tools and services for managing ML data pipelines, model training, and inferencing.
- Develop effective tracking mechanisms with relevant data and metrics to continuously monitor ML service performance and conduct model retraining using appropriate evaluation criteria.
- Provide technical guidance to junior ML engineers, ensuring high-quality technical delivery and continuous product improvement.
- MS/PhD in Computer Science/Information Technology or a related field with a minimum of 6+ years' experience in ML engineering or a related field.
- High proficiency in Python and extensive hands-on experience with DL frameworks such as TensorFlow and PyTorch.
- Expertise in MLOps practices, including continuous training, model deployment, and monitoring.
- In-depth knowledge of software testing, benchmarking, and continuous integration.
- Over 5 years of experience working with cloud platforms such as Microsoft Azure, AWS, or GCP, including building custom integrations between cloud-based systems using APIs.
- Ability to translate business needs into technical requirements, with a strong understanding of software testing, benchmarking, and continuous integration.
As a Senior Machine Learning Engineer at Splore PTE. LTD., you will have the opportunity to work on cutting-edge AI projects, collaborate with a talented team of engineers and researchers, and contribute to the development of our proprietary Human Centric AI Platform. If you are passionate about machine learning and AI, and are looking for a challenging and rewarding role, we encourage you to apply.
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Singapore SPLORE PTE. LTD. Full timeSenior Machine Learning EngineerSplore PTE. LTD. is seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our ML/AI team, you will be responsible for overseeing the entire ML lifecycle, from translating business use cases to developing, deploying, and monitoring machine learning models in production environments.Key...
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