About this role
Develop and deploy AI models for business problems at Seatrium, which serves the offshore, marine and energy industries. The posting identifies the location as SGP Pioneer Yard, Singapore.
Responsibilities
- Develop, implement and optimize machine learning and deep learning models and algorithms to improve AI capabilities and system performance.
- Design, integrate and maintain natural language processing systems for AI-powered applications.
- Work with data scientists, engineers and stakeholders to improve model accuracy, efficiency and scalability. Test, validate and monitor models for reliability and real-world performance.
- Evaluate emerging AI technologies, tools and frameworks; document model development, deployment and maintenance; and keep current with AI and machine learning practices.
Requirements
- A bachelor’s or master’s degree in Computer Science, Artificial Intelligence, Data Science or a related field, plus at least 2–3 years of experience in AI engineering, machine learning or deep learning.
- Hands-on experience deploying machine learning models to production and knowledge of frameworks such as TensorFlow, PyTorch, Keras and Scikit-learn.
- Proficiency in React.js, Node.js, JavaScript, HTML and CSS; familiarity with AWS or Azure for deployment and scaling; experience with SQL and NoSQL databases; and the ability to work with APIs and integrate third-party services.
Skills for this role
Machine LearningDeep LearningNatural Language ProcessingAI Model DeploymentModel EvaluationTensorFlowPyTorchKerasScikit-learnReact.jsNode.jsJavaScriptHTMLCSSAWSAzureSQLNoSQLAPI IntegrationTechnical DocumentationCross-functional Collaboration