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Tech Aalto Pte ltd

Singapore / Global

AI ML Deployment Engineer

Job Description

AI/ML Deployment Engineer

Key Responsibilities

To provide operational support for the overall Agile AI/ML applications, which includes:

Responsible for ensuring that ML models and pipelines are deployed successfully into production

Implementation of ML features for new and existing systems

Deploy applications to AWS cloud leveraging on the full spectrum of the AWS cloud services

Automate model training, testing and deployment using CI/CD

Understand and implement metrics to verify effectiveness and soundness of the ML model

Continuous monitoring of health of Agile products

Minimum Requirements

Formal training in a quantitative discipline (e.g., statistics, operations research, economics, computer science, mathematics)

5 years of relevant work experience in data analysis, data science or related fields, with deep expertise in statistical data analysis

Experience with Python and related ML libraries (eg. Pandas, Pytorch)

Experience with database languages (e.g. SQL)

Experience working in a multi-disciplinary team of data scientists, software engineers, product managers and subject domain experts

Experience in Agile working environment

Preferred Requirements

Experience with AWS cloud services like AWS Textract and Comprehend is preferred

Experience with Dagster/Airflow is preferred

Experience in MLOps

Experience in delivering Natural language processing (NLP) products

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