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Senior Research Engineer (Smart Virtual Systems)(3 year contract)
Job summary
A recruitment agency in Singapore is seeking a Senior Research Engineer to develop and maintain ML/AI systems. Candidates should have a Bachelor's or Master's degree in Computer Science/Engineering and at least 5 years of experience in software engineering. Proficiency in C# .NET, Python, and Angular is required, along with hands-on experience in cloud-native technologies and CI/CD pipelines. Excellent communication and troubleshooting skills are essential for this role.
Qualifications
- Minimum of 5 years of experience as a Software Developer/Engineer.
- Hands-on experience with container orchestration platforms.
- Excellent troubleshooting, follow-through, and problem-solving skills.
Responsibilities
- Develop and maintain enterprise systems focused on ML/AI.
- Implement MLOps best practices.
- Collaborate with data scientists to integrate solutions.
Skills
Education
Tools
Singapore, Singapore | Posted on 02/18/2025
- State/Province Advanced Remanufacturing and Technology Centre (ARTC)
- Develop, test, and maintain enterprise system and applications, with a focus in ML/AI systems.
- Implement MLOps best practices to automate model training, deployment, and monitoring processes.
- Implement and optimize machine learning algorithms and deep learning architectures.
- Collaborate with data scientists and software engineers to integrate machine learning solutions into existing systems and deliver high-quality software products.
- Optimize AI pipelines for scalability, reliability, and performance.
- Conduct performance analysis and optimization to improve model efficiency and accuracy.
- Stay updated on the latest advancements in software engineering, AI/ML technologies and best practices
- Bachelor or Master Degree in Computer Science/Engineering or relevant disciplines
- Must have a minimum of 5 years of experience as a Software Developer/Engineer
- Hands-on experience in Cloud Native Technologies such as micro-services, DevSecOps, and Containerisation Technologies
- Proficiency in designing and developing microservices and software systems using C# .NET, Python and Angular
- A good understanding of CI/CD Pipelines in a distributed environment using Git, Artifactory, Jenkins, SonarQube, Docker registry, etc.
- Hands-on experience with deploying and managing microservices using container orchestration platforms (on-prem/public cloud)
- Can do attitude and happy to interface with multiple stakeholders
- Excellent troubleshooting, follow-through, and problem solving skills, with attention to detail
- Excellent verbal and written communication skills
- Hands-on experience with machine learning frameworks/libraries
- Understanding of machine learning algorithms and techniques
- Familiarity with deep learning architectures and natural language processing (NLP) techniques.
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