Job Overview
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Job Description
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, model training, 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.
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SGX is actively hiring for this Machine Learning Engineer position
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