Data Management Office - Machine Learning Data Management Office - Machine Learning …

Kaskal Executive
in Singapore, Singapore, Singapore
Permanent, Full time
Last application, 25 Jun 19
Up to 120K + Attractive Bonus
Kaskal Executive
in Singapore, Singapore, Singapore
Permanent, Full time
Last application, 25 Jun 19
Up to 120K + Attractive Bonus
This is an exciting new role with a reputable financial institution. An excellent opportunity for DMO candidates who are keen to join a team which is in the front line of the latest data management technology .

Job Responsibilities           

  • Design solution architectures for data science/machine learning products and ensure its production quality from data-ops perspective.
  • Work alongside Technology team to translate successful data science/machine learning proof-of-concepts into production grade solutions for deployment.
    • Build solid end-to-end pipeline from raw data ingestion, storage to model servicing and inference for both batch and stream processing.
    • Establish proper monitoring of online/offline models and perform re-training whenever necessary, preferably through an automated procedure.
  • Facilitate machine learning model experiments at scale.
  • To support and inspire data scientists and data analysts in writing high-performance, modularized, and reproducible codes.
  • Keep track and evaluate cutting edge technology and industrial trends in the field of machine learning model deployment and operation.

Job Requirements

  • Minimum Bachelor/Postgraduate in Statistics, Mathematics, Engineering, Computer Science or a related field.
  • Minimum 3 - 5 years of working experience in machine learning model deployment and operation in production scale preferably with good knowledge in big data platforms.
  • Strong competence in software programming using Java/Scala/Python and a variety of both traditional relational databases and modern distributed file systems.
  • Familiarity with Apache Spark (and/or any other mainstream distributed computing platform) and the Hadoop eco-system (including but not limited to Hive, Hue, HBase, etc).

 

Interested candidates can send a word copy of their CV to joyce.lim@kaskal-executive.com

Regret only shortlisted candidates will be contacted.

Joyce Lim

Reg No. R1109191

EA License 15C7408

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