Hiring for Data Analyst with Cloud
at PATH INFOTECH PTE LTD
Singapore, Southeast, Singapore -
Start Date | Expiry Date | Salary | Posted On | Experience | Skills | Telecommute | Sponsor Visa |
---|---|---|---|---|---|---|---|
Immediate | 13 Oct, 2024 | Not Specified | 14 Jul, 2024 | 5 year(s) or above | Cloud,Statistics,Computer Engineering,Information Systems,Python,Mathematics,Business Analytics,R,Agile,Infrastructure,Tableau,Power Bi,Data Engineering,Sql | No | No |
Required Visa Status:
Citizen | GC |
US Citizen | Student Visa |
H1B | CPT |
OPT | H4 Spouse of H1B |
GC Green Card |
Employment Type:
Full Time | Part Time |
Permanent | Independent - 1099 |
Contract – W2 | C2H Independent |
C2H W2 | Contract – Corp 2 Corp |
Contract to Hire – Corp 2 Corp |
Description:
Primary Responsibility : To handle infrastructure set-up, Cloud engineering and deployment of AI/machine learning models in the MLOps platform within the SingHealth cluster
- 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:
o Analyze, design and develop test for model deployment and automation
o Design and implement API interfaces
o Set up Continuous Integration / Continuous Deployment pipeline
o Work with Data Scientists on understanding and enhancing data models for deployment
o Liaise with Data Engineers on the requirements for each data sources, understand the ETL required
o Work with DBA to manage the DB servers
o Work with Cloud infra engineers for on-boarding to AWS and MS Azure
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, QlikSense, Power BI
- Agile and Scrum experience is preferred
- At least 5 years’ experience in developing, implementing and maintaining IT systems
Responsibilities:
Please refer the Job description for details
REQUIREMENT SUMMARY
Min:5.0Max:10.0 year(s)
Information Technology/IT
IT Software - System Programming
Software Engineering
Trade Certificate
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
Proficient
1
Singapore, Singapore