Machine Learning Engineer

1 day ago


Kuala Lumpur, Kuala Lumpur, Malaysia SEEK Full time

We are a purpose driven business at SEEK that works with heart, making a positive impact on a truly global scale through our diverse portfolio of businesses.

About the Role

The Data Scientist role is based in Kuala Lumpur within the Artificial Intelligence Platform Services (AIPS) team. The team is structured into small, cross-disciplinary squads with members from Data Science, Strategy and Engineering who work together to research, design, build and support end-to-end machine learning based products delivering direct value to hirers and job seekers.

The successful performance in this role will be demonstrated through the business value contributed by developed and supported products.

Responsibilities

Data Analysis and Machine Learning

  • Forming clear data addressable problem statements from current business problems.
  • Gathering, validating and understanding data relevant to the problem statement.
  • Designing and building data transformation pipelines and machine learning algorithms to solve business problems.

Team Collaboration

  • Working with product management and other business stakeholders to review and iterate data products to fit emerging market trends.
  • Evangelising appropriate ML methods and explaining them, and their associated benefits and limitations to team members from Engineering and Strategy.

Qualifications, Skills and Experience

  • Post graduate qualification in a quantitative field (e.g. Physics, Mathematics, Bioinformatics, Computer Science).
  • Advanced data extraction and processing skills using SQL, Spark, etc.
  • Familiarity with S3, EC2 and/or EMR in AWS.
  • Deep knowledge of machine learning algorithms and efficient data structures, ensembling and model performance tuning.


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