Software Engineer (AI/Devops/ML)

Location Singapore
Job reference BBBH108613_1640069831
Salary Negotiable
Consultant name Goel Navneet
Consultant email navneet.goel@experis.com.sg
Consultant contact no. 65515581
EA License No. 02C3423
Consultant Registration No. R1982194

Responsibilities will include:

  • Developing scalable and performant pipelines.
  • Deploying and maintaining cloud resources and infrastructure (Infrastructure as Code pattern).
  • Designing and maintaining observable and reliable systems.
  • Identifying opportunities for improving existing systems and spear-heading alternatives - we are keen to learn about new and exciting technologies and ideas that we can leverage in the team.

    Current team projects include:
  • Implementing NLP data to our financial Knowledge Graph
  • An AI Financial Analyst, approaches for financial modelling and analysis
  • Understanding data bias with application to transfer learning

    Requirements

    Core Skills:
  • Master's Degree (or equivalent) in Computer Science or Engineering
  • Research experience in at least one field in machine learning including supervised and unsupervised learning,?ensembling, etc
  • Advanced knowledge of Python
  • Experience with cloud computing (preferably Google Cloud Platform)
  • Advanced knowledge of Docker/Kubernetes
  • SQL and NoSQL database systems
  • Entrepreneurial and commercial mindset
  • Experience designing and developing APIs
  • Experience with operations (e.g. observability, CI/CD)

    Our nice-to-haves:
  • Published peer-reviewed papers in top conferences or journals
  • Experience with workflow orchestrators (e.g. Argo, Kubeflow, Airflow)
  • Experience with graph databases
  • Proficiency in other languages (e.g. Go, Scala)
  • Experience with financial predictions
  • Experience with data processing frameworks like Apache Spark and Apache Beam
  • Experience with High Performance Computing
  • Tensorflow or Pytorch experience

Goel Navneet License No.: 02C3423 Personnel Registration No.: R1982194

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