Assoc Data Engineer

This is a position for a MLOps FunctionalAnalyst, doubling as a Developer for MLOps projects. He will manage MLOps platform projects such as AI Medical Imaging Platform.

Roles and responsibilities

• 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 
• Hands-on experience to:

1. Analyze, design and develop test for model deployment and automation
2. Design and implement API interfaces
3. Set up Continuous Integration / Continuous Deployment pipeline
4. Work with Data Scientists on understanding and enhancing data models for deployment
5. Liaise with Data Engineers on the requirements for each data sources, understand the ETL required
6. Work with DBA to manage the DB servers , Cloud infra engineers for on-boarding to AWS and MS Azure

Requirements
  

• 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, QlikSense, Power BI
• Agile and Scrum experience is preferred
• At least 3 - 5 years’ experience in developing, implementing and maintaining IT systems