Ai Engineer
3 days ago
As an ML Engineer, your pivotal role involves operationalizing ML Models developed by Client data scientists. You will serve as the focal point for ML model refactoring, optimization, containerization, deployment, and quality monitoring. Your main responsibilities will include:Conduct reviews for compliance of the ML models in accordance with overall platform governance principles such as versioning, data / model lineage, code best practices and provide feedback to data scientists for potential improvements
Develop pipelines for continuous operation, feedback and monitoring of ML models leveraging best practices from the CI/CD vertical within the MLOps domain. This can include monitoring for data drift, triggering model retraining and setting up rollbacks.
Optimize AI development environments (development, testing, production) for usability, reliability and performance.
Work with data engineers to ensure data storage (data warehouses or data lakes) and data pipelines feeding these repositories and the ML feature or data stores are working as intended.
Evaluate open-source and AI/ML platforms and tools for feasibility of usage and integration from an infrastructure perspective. This also involves staying updated about the newest developments, patches and upgrades to the ML platforms in use by the data science teams.
**Technical Skills**
Proficiency in Python used both for ML and automation tasks
Good knowledge of Bash and Unix/Linux command-line toolkit is a must-have.
Hands on experience building CI/CD pipelines orchestration by Jenkins, GitLab CI, GitHub Actions or similar tools is a must-have.
Knowledge of OpenShift / Kubernetes is a must-have.
Good understanding of ML libraries such as Panda, NumPy, H2O, or TensorFlow.
Knowledge in the operationalization of Data Science projects (MLOps) using at least one of the popular frameworks or platforms (e.g., Kubeflow, AWS Sagemaker, Google AI Platform, Azure Machine Learning, DataRobot, Dataiku, H2O, or DKube).
Knowledge of Distributed Data Processing framework, such as Spark, or Dask.
Knowledge of Workflow Orchestrator, such as Airflow or Ctrl-M.
Knowledge of Logging and Monitoring tools, such as Splunk and Geneos.
Experience in defining the processes, standards, frameworks, prototypes and toolsets in support of AI and ML development, monitoring, testing and operationalization.
Experience in ML operationalization and orchestration (MLOps) tools, techniques and platforms. This includes scaling delivery of models, managing and governing ML Models, and managing and scaling AI platforms.
Knowledge of cloud platforms (e.g. AWS, GCP) would be an advantage.
-
Senior AI Engineer
2 weeks ago
Singapore QUILT AI PTE. LTD. Full timeRoles & ResponsibilitiesReady to build the future of cultural intelligence? Come shape how the world understands human behavior through AIAbout Quilt AIWe're building something revolutionary at Quilt AI - a cultural intelligence platform that helps brands and organizations understand human behavior at unprecedented scale. Our AI-powered platform analyzes...
-
Junior AI Engineer
4 weeks ago
Singapore QUILT AI PTE. LTD. Full timeRoles & ResponsibilitiesAbout Quilt AIWe're building something revolutionary at Quilt AI - a cultural intelligence platform that helps brands and organizations understand human behavior at unprecedented scale. Our AI-powered platform analyzes billions of digital footprints to uncover the cultural codes that drive human decisions and desires.Think of us as...
-
Ai Engineer
23 hours ago
Singapore Lasso Full time**Join us at Lasso**: Lasso is an AI-powered agent designed to manage and resolve issues in production environments autonomously. It uses an LLM based reasoning engine to react to, interpret, and implement solutions to production issues, even those it's encountering for the first time. Technology companies are grappling with the complexity of production...
-
Ai Engineer
4 days ago
Singapore CIS Full time**Department**: Artificial Intelligence Jobs - AI Engineer **Skills Required**: Artificial Intelligence **Experience Required**: 2 years - 6 years **Educational Qualification(s) Required**: **BE / ME (CS / IT) or equivalent** **Duties & Responsibilities**: - Design, develop, and implement AI/ML algorithms and models to solve business challenges. -...
-
Ai Engineer
2 days ago
Singapore Eagle Outsourcing Pte ltd Full timeJob Description: An AI Engineer specializes in developing and implementing Artificial Intelligence solutions, including machine learning and natural language processing. Job Scope and Responsibilities: Collaborate with data scientists to preprocess and analyze data. Train and optimize machine learning models using relevant libraries and...
-
Ai Engineer
3 days ago
Singapore EM2AI PTE. LTD. Full time**Get to know EM2AI** EM2AI Pte Ltd is an IT solution firm backed by SGX Listed Company with a vision to promote ethical medical practices through the evolution of AI Machine Learning. We specialize in artificial intelligence and healthcare software for the dental industry. Our ultimate aim is to improve patients’ health and health administration through...
-
AI Engineer
3 weeks ago
Singapore HYPERSCAL SOLUTIONS PTE. LTD. Full timeRoles & Responsibilities COMPANY DESCRIPTION Mediacorp is Singapore's largest content creator and national media network, operating a suite of TV channels, radio stations, and multiple digital platforms. Its mission is to engage, entertain, and enrich audiences by harnessing the power of creativity.We are committed to creating an inclusive and diverse...
-
Ai Engineer
24 hours ago
Singapore SYNAXG TECHNOLOGIES PTE. LTD. Full time**Job Overview**: **Core Responsibilities**: **AI-RAN System Development & Optimization**: - Contribute to the design, development, and optimization of AI-RAN systems to improve the performance of wireless access networks. - Identify bottlenecks in RAN systems using AI technologies and implement solutions to enhance efficiency. **AI Models & Algorithm...
-
Ai Engineer
3 days ago
Singapore Aon Corporation Full timeAI Engineer **AI Engineer** **Aon is in the business of better decisions** At Aon, we shape decisions for the better to protect and enrich the lives of people around the world. As an organization, we are united through trust as one inclusive, diverse team, and we are passionate about helping our colleagues and clients succeed. **About ACIA** Aon's...
-
Generative Ai Engineer
24 hours ago
Singapore ELLIOTT MOSS CONSULTING PTE. LTD. Full time**About Us**: We are at the forefront of AI-driven transformation, leveraging cutting-edge technologies to build innovative, scalable, and efficient solutions. We are seeking a Generative AI Engineer who is passionate about integrating advanced AI capabilities to meet evolving business needs. If you have a strong technical background, hands-on experience in...
-
AI Engineer
4 weeks ago
Singapore HENDRICKS CORP. PTE. LTD. Full timeWe are seeking a skilled AI Engineer with a strong background in Large Language Models (LLMs) and Generative AI (GenAI). The ideal candidate will also possess a broad understanding of general AI principles and applications. This role involves designing, developing, and implementing AI models and algorithms to drive innovation and efficiency across our...
-
Senior Ai Engineer
2 days ago
Singapore Hays Full time**Key Responsibilities**: - Write efficient, maintainable code adhering to software engineering best practices. - Utilize DevSecOps tools for code deployment and versioning. - Conduct in-depth research and analysis of retrieval techniques, language models, and generative AI methodologies. - Collaborate with data engineers to enhance data pipeline efficiency...
-
AI Engineer
3 weeks ago
Singapore REAL ESTATE ANALYTICS PTE. LTD. Full timeRoles & ResponsibilitiesWe are an ambitious startup revolutionizing how people access and interpret real estate data. Our focus is on developing AI-driven solutions that provide deep market insights, personalized property recommendations, and data-backed decision-making tools for buyers, sellers, and investors.About the Role:We are seeking an AI Engineer /...
-
AI Software Engineer
2 weeks ago
Singapore IDC TECHNOLOGIES (SINGAPORE) PTE. LTD. Full timeRoles & ResponsibilitiesThis is a specialised role for an AI software engineer design, build and deploy scalable AI models and systems.They work with machine learning frameworks, cloud platforms and data engineering tools to create and optimize AI solutions.Skills -Proficient : Languages/ Framework : Fast API, Azure UI Search API (React) Cloud : Azure...
-
AI Research Engineers
4 weeks ago
Singapore RINGS PTE. LTD. Full timeRoles & ResponsibilitiesWe are looking for a motivated and enthusiastic Junior AI Engineer to join our dynamic team. As a Junior AI Engineer, you will work closely with senior engineers and data scientists to help develop, implement, and optimize AI and machine learning models to solve real-world problems. You will have the opportunity to contribute to...
-
Embodied AI Engineer
2 days ago
Singapore NTU (Nanyang Technology University- Main Office-HR) Full timeNanyang Technological University's School of Electrical and Electronic Engineering is a leading institution for its innovative research and cutting-edge technology. We are currently seeking a highly skilled Embodied AI Engineer to join our team and contribute to our exciting projects in embodied AI research. As an engineer in our group, you will have the...
-
Engineering Lead, Ai
24 hours ago
Singapore Airwallex Full time**About Airwallex** Airwallex is the only unified payments and financial platform for global businesses. Powered by our unique combination of proprietary infrastructure and software, we empower over 100,000 businesses worldwide - including Brex, Rippling, Navan, Qantas, SHEIN and many more - with fully integrated solutions to manage everything from business...
-
Lead Ai Engineer
4 days ago
Singapore Prudential plc Full timePrudential’s purpose is to be partners for every life and protectors for every future. Our purpose encourages everything we do by creating a culture in which diversity is celebrated and inclusion assured, for our people, customers, and partners. We provide a platform for our people to do their best work and make an impact to the business, and we support...
-
Senior Software Engineer
23 hours ago
Singapore Hypotenuse AI Full time**About Us** Hypotenuse AI is a platform that uses AI to automatically create written content for e-commerce businesses, including product descriptions, advertising text and blog posts. We're reshaping what takes weeks to do, and turning it into days. Our mission is to build the best experience that powers every e-commerce store. We're backed by top global...
-
Senior Ai
2 days ago
Singapore Hays Full time**Your new role** As Senior AI Engineer in the engineering team, you will be responsible for: - Assist in the development and implementation of generative AI models and algorithms. - Collaborate with other developers to build, train and fine-tune AI models using frameworks such as TensorFlow, PyTorch or similar. - Participate in data preprocessing, feature...