Ai Principal Engineer - Singapore - ST Engineering Group

ST Engineering Group
ST Engineering Group
Verified Company
Singapore

1 week ago

Wei Jie

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Wei Jie

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Description

AI Principal Engineer:


Date:20 Nov 2023


Location:
Singapore, SG


Company:
ST Engineering Group


Responsibilities:


  • Develop, refine, and implement stateoftheart algorithms for product research and development or solutions via ensemble or artificial intelligence model workflow.
  • Build APIs to host models as a microservice / container
  • Perform architectural/technical design, technical prototyping, development, and reviews
- of sophisticated data/algorithmic pipelines

  • Communicate and negotiate technical/analytical solutions and architectural designs with diverse stakeholders
  • Staying abreast of developments in data science
  • Write Technical Documentation

Requirements:


  • Advanced degree in a quantitative discipline (e.g., statistics, computer science, applied mathematics, or similar) or equivalent practical experience with 5 years of industry experience.
  • At least 3 years of experience working with Python, Pytorch and TensorFlow or relevant experience in data science team where the analytical solutions are deployed/integrated into mature production systems.
  • Experience with
  • Univariate and multivariate Linear models, machine learning and deep learning models.
  • Machine learning Operations (MLOps):
  • Exploratory data analysis (EDA)
  • Data Prep and Feature Engineering
  • Model training and tuning
  • Model review and governance
  • Model inference and serving
  • Model monitoring
  • Automated model retraining
**Work location: near Jurong East MRT
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