AI ML Deployment Engineer

6 days ago


Singapore Tech Aalto Full time $120,000 - $180,000 per year
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 productsMinimum 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 When you apply, you voluntarily consent to the disclosure, collection and use of your personal data for employment/recruitment and related purposes in accordance with the Tech Aalto Privacy Policy, a copy of which is published at Tech Aalto's website )

Confidentiality is assured, and only shortlisted candidates will be notified for interviews.

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