Machine Learning Engineer

Singapore - Singapore

Monthly Salary: Not Disclosed

Posted on: Yesterday

Vacancies: 1 Vacancy

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 will augment our users in their work or enable business opportunities. By enhancing our machine learning platform you will enable us to make data-driven decisions and drive innovation across the organization. This is a 2-year contract role with an option for extension.

Job Responsibilities

Design and build scalable data platforms (including machine learning platforms) to support AI/GenAI use cases streamline data storage democratization model deployment and support feature engineering modeltraining deployment model monitoring and inference.
Develop and integrate data pipelines for continuous development integration testing and scalable machine learning services.
Migrate existing data science projects to the new cloud machine learning platform.
Collaborate with data scientists and data engineers to design implement and integrate data pipelines.
Improve/automate existing model training feature engineering and evaluation pipelines enabling the feedback loop of taking in labelled data from users/source systems for model re-training/tuning.
Design and develop CI/CD pipeline consistent logging tracking and monitoring of pipelines and model performance to ensure consistent model performance and alert mechanisms for model drift.
Support data extraction and transformation for projects and users needs.
Review support improve and run the platform including the existing data platform/machine learning server and environment management.
Provide support for data-related queries extraction and discrepancies.
Stay abreast of and analyze industry developments to identify areas of continuous improvement.

Job Requirements

Bachelors or Masters degree in Computer Science Artificial Intelligence Machine Learning or a related field.
2-4 years of experience in setting up a machine learning platform developing and deploying machine learning models and AI solutions.
Familiarity with machine learning platforms LLM Lang Chain.
Proficiency in Python SQL and modern AI/ML algorithms with experience in deploying solutions into production. Experience with GCP/Vertex AI is a plus.
Highly driven proactive and a strong team player. Excellent interpersonal written and verbal communication skills in English. Ability to multitask effectively and handle large amounts of data.

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 impac...

Job Summary

Job Responsibilities

Design and build scalable data platforms (including machine learning platforms) to support AI/GenAI use cases streamline data storage democratization model deployment and support feature engineering modeltraining deployment model monitoring and inference.
Develop and integrate data pipelines for continuous development integration testing and scalable machine learning services.
Migrate existing data science projects to the new cloud machine learning platform.
Collaborate with data scientists and data engineers to design implement and integrate data pipelines.
Improve/automate existing model training feature engineering and evaluation pipelines enabling the feedback loop of taking in labelled data from users/source systems for model re-training/tuning.
Design and develop CI/CD pipeline consistent logging tracking and monitoring of pipelines and model performance to ensure consistent model performance and alert mechanisms for model drift.
Support data extraction and transformation for projects and users needs.
Review support improve and run the platform including the existing data platform/machine learning server and environment management.
Provide support for data-related queries extraction and discrepancies.
Stay abreast of and analyze industry developments to identify areas of continuous improvement.

Job Requirements

Bachelors or Masters degree in Computer Science Artificial Intelligence Machine Learning or a related field.
2-4 years of experience in setting up a machine learning platform developing and deploying machine learning models and AI solutions.
Familiarity with machine learning platforms LLM Lang Chain.
Proficiency in Python SQL and modern AI/ML algorithms with experience in deploying solutions into production. Experience with GCP/Vertex AI is a plus.
Highly driven proactive and a strong team player. Excellent interpersonal written and verbal communication skills in English. Ability to multitask effectively and handle large amounts of data.