Position Description

Data Engineer (Big data / Machine Learning / AI)
Job Code 12912
Division GMP TECHNOLOGIES (S) PTE LTD (EA Licence:11C3793)
Job Placement Location Singapore
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Responsibilities

 

  • Administration and monitoring of the Enterprise Information Management (EIM) systems to ensure EIM operations run efficiently with the desired SLA and security compliance.
  • Monitoring performance and advising any necessary infrastructure changes to the EIM landscape. Work with the infrastructure teams to implement such changes.
  • Design and develop architecture for data services ecosystem spanning Relational, Columnar, NoSQL, In-Memory, Data Warehouses and BI & Big Data technologies. This include designing and implementing data pipelines & ETL processes.
  • Design data models for mission critical and high volume data management, real-time and distributed data process aligning with the business requirements.
  • Promote and develop data architecture best practices, guidelines, procedures and repeatable and scalable frameworks.
  • Work with business units on their analytics initiatives, providing the data science expertise and resources besides being responsible for extracting the data from EIM as required for the project.
  • Work with analytics vendors, providing the data sets as required and support the business users in assessments & validation of the analytics/statistical & machine learning models.
  • Work with and help business units with tools like Tableau to visualize and create dashboards with the relevant data in EIM.
  • Work closely with our application teams to operationalise & integrate analytics/machine learning models into our production systems.

 


Requirements  

 

  • BS in Computer Science or other related discipline is required. Advanced degree related to Analytics, Machine Learning & AI preferred.
  • At least 3 years of relevant industry experience in following areas:
    • Knowledge and working experience with Machine Learning, AI, statistical techniques, and information retrieval as well as on data management systems, practices and standards.
    • Knowledge and working experience with at least one visualization tools like Tableau, PowerBI, Qlik, or similar open source tools.
    • Working experience in architecting highly performant databases using RedShift, PostgreSQL and Cassandra or NoSQL.
    • Knowledge & working experience in Big Data technologies like In-Memory, New SQL, NoSQL, Hadoop Hive/Spark, etc.
    • Knowledge & experience in shell scripting, R, Python, Perl, Ruby, or any other scripting language. Should be proficient in at least shell scripting and R or Python.
    • Experience with commercial ETL platforms with in-depth knowledge and understanding of ETL methodology & design supporting data transformations layer. Working experience with Ab Initio would be a bonus.
  • Strong knowledge and experience with Agile/Scrum methodology and iterative practices in a service delivery lifecycle is a PLUS.
  • Working experience in an AWS or similar public cloud environment is another PLUS.
  • Excellent interpersonal & communication skills and proven ability as a problem-solver.

 

To apply, please visit www.gmprecruit.com and search for Job Reference: 12912

To learn more about this opportunity, please contact Yingying at yingying.lai@gmprecruit.com  

We regret that only shortlisted candidates will be notified.

 

GMP Technologies (S) Pte Ltd   |   EA Licence: 11C3793   |   EA Personnel: Lai Yingying   |   Registration No: R1110239

Contact Person: Lai, YingYing - Reg No:R1110239 (yingying.lai@gmprecruit.com)

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