Machine Learning Engineer

2 days ago

Singapore NTT Data Singapore Full time

**Job Description**:

- 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

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.
- 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.

  • Machine Learning Engineer

    1 week ago

    Singapore Johnson & Johnson Full time

    An 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...

  • 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...

  • Machine Learning Engineer

    1 week ago

    Singapore SGX Group Full time

    Overview 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...

  • Machine Learning Engineer

    2 days ago

    Singapore SGX Full time

    Custom 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...

  • Machine Learning Engineer

    2 weeks ago

    Singapore SGX Full time $120,000 - $180,000 per year

    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 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...

  • Machine Learning Engineer

    1 week ago

    Singapore Canalasset Full time

    Responsibilities 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...

  • Machine Learning Engineer

    2 weeks ago

    Singapore SGX Full time $120,000 - $200,000 per year

    Custom 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...

  • Machine Learning Engineer

    2 days ago

    Singapore Tangspac Full time

    Our 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...

  • Machine Learning Engineer

    1 week ago

    Singapore PLUANG TECHNOLOGIES PTE. LTD. Full time

    Roles & 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...

  • Machine Learning Engineer

    2 weeks ago

    Singapore STRAITDEER PTE. LTD. Full time

    We’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...