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Machine Learning Engineer


THALES SOLUTIONS ASIA PTE. LTD.
4 days ago
Posted date
4 days ago
N/A
Minimum level
N/A
Full-timeEmployment type
Full-time
ITJob category
IT
Responsibilities:
  • You will apply machine learning to a variety of modelling and relevance problems involving our users, Thales Hardware, Thales Software with the end goal of delivering the ML solutions to production.
  • You will participate in the engineering life-cycle at Thales Digital Factory, including daily scrum, sprint reviews, sprint retrospectives, community of practices etc
  • You will have to review constantly for performance improvement and decide which ML echnologies can be used in a production environment
  • You will partake in choosing the best operational architecture for deploying ML solutions in a CI/CD environment
  • You will bring the best software development practices to the MVP team to make sure the data science is maintainable, scalable and debuggable

Requirements:
  • Have working knowledge of one or more programming languages like Java, Python, JavaScript and knowing Scala would be an added advantage
  • Have working knowledge of leveraging SQL, No-SQL databases in data architectures e.g PostgreSQL, MySQL, MongoDB, Cassandra
  • Have working knowledge of writing data science code (e.g. kNN, k-means, decision tree) which runs on a machine learning architecture in production; example of such architectures would be Apache Spark, Mxnet. Knowledge of scikit-learn is assumed, if you don't then you must demonstrate the willingness to learn and acquire.
  • Ability to breakdown data science stories (think "backlog grooming" for data science stories) to workable tasks
  • Worked in a squad or guild team setup and understand the agile processes, ceremonies and appreciates them
  • Has DevOps tooling user skillset in using Jira/Confluence, GIT and a CICD tool
  • Has a continuous learning mindset and learning of new programming paradigms, techniques & practices
  • Open, strong communicator who communicates effectively across teams, locations and cultures, in-person and virtually
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JOB SUMMARY
Machine Learning Engineer
THALES SOLUTIONS ASIA PTE. LTD.
Singapore
4 days ago
N/A
Full-time

Machine Learning Engineer