Data Engineer (senior System Analyst – Python/R/SQL)
Job Description
Responsibilities
To handle infrastructure set-up, Cloud engineering and deployment of AI/machine learning models
Review technical solutions for the deployment of AI models, along with the data pipelines and visualization interfaces
Utilize DevOps tools and automate model deployment / tuning via orchestration
Provide guidance for maintenance, support and enhancements to model deployment platforms
Analyse, design and develop test for model deployment and automation
Design and implement API interfaces
Set up Continuous Integration / Continuous Deployment pipeline
Work with Data Scientists on understanding and enhancing data models for deployment
Liaise with Data Engineers on the requirements for each data sources, understand the ETL required
Work with DBA to manage the DB servers, Work with Cloud infra engineers for on-boarding to AWS and MS Azure
Job Requirement
Requirements / Qualifications
Preferred Skillsets and Experience:
Practical experience of software engineering or software development experience in making AI/ML models production ready
Degree and equivalent training (e.g. specialist diploma, professional certificate) in Business Analytics, Computer Science / Computer Engineering, Computer Engineering, Information Systems, Mathematics, Statistics, Engineering or related disciplines that possesses an analytical component
Understanding of programming language such as Python, R and SQL
Foundational knowledge of Cloud computing and infrastructure setup
Foundational knowledge of data pipeline, data engineering and data pre-processing
Foundational knowledge of data visualization tools such as Tableau, Qlik Sense, Power BI
Agile and Scrum experience is preferred
At least 5 years’ experience in developing, implementing and maintaining IT systems
