Track This Job
Add this job to your tracking list to:
- Monitor application status and updates
- Change status (Applied, Interview, Offer, etc.)
- Add personal notes and comments
- Set reminders for follow-ups
- Track your entire application journey
Save This Job
Add this job to your saved collection to:
- Access easily from your saved jobs dashboard
- Review job details later without searching again
- Compare with other saved opportunities
- Keep a collection of interesting positions
- Receive notifications about saved jobs before they expire
AI-Powered Job Summary
Get a concise overview of key job requirements, responsibilities, and qualifications in seconds.
Pro Tip: Use this feature to quickly decide if a job matches your skills before reading the full description.
Role Overview
We are seeking a Backend Software Developer / Data Engineer to support the development, validation, and governance of data pipelines and algorithmic services used in a clinical product. This role focuses on building robust unit testing frameworks, implementing data archiving mechanisms, and ensuring reliable analytics delivery in collaboration with engineering, QA, and business teams.
Key Responsibilities
- Design and implement comprehensive unit tests across data ingestion, feature engineering, and algorithmic pipelines.
- Develop input/output validation tests for algorithmic services, including black-box machine learning model validation.
- Establish and maintain automated test execution workflows integrated into the product release lifecycle.
- Implement mechanisms to archive and snapshot algorithm inputs and outputs to support historical reproducibility and audit readiness.
- Collaborate closely with frontend, QA, and DevOps teams to communicate data validation, reproducibility, and governance requirements.
- Support business and analytics teams in resolving data quality, validation, and reporting issues.
- Contribute to service analytics, including data completeness, user engagement, and algorithm action metrics.
Requirement
- Bachelor's degree in Computer Science, Engineering, Analytics, or a related field.
- Minimum 2+ years of experience in backend development, data engineering, or analytics platforms.
- Proficiency in Python, including hands-on experience writing unit tests.
- Solid understanding of algorithm validation methodologies and data quality controls.
- Experience in healthcare or regulated environments is a plus.
Rupa Kankariya EA License No. 02C3423 Personnel Registration No. R1441955
Please note that your response to this advertisement and communications with us pursuant to this advertisement will constitute informed consent to the collection, use and/or disclosure of personal data by ManpowerGroup Singapore for the purpose of carrying out its business, in compliance with the relevant provisions of the Personal Data Protection Act 2012. To learn more about ManpowerGroup's Global Privacy Policy, please visit https://www.manpower.com.sg/privacy-policy
Key Skills
Ranked by relevanceReady to apply?
Join Manpower Singapore and take your career to the next level!
Application takes less than 5 minutes

