Roles & Responsibilities
Mirage is a pioneering platform for Synthetic Data Generation launched in February 2025. It empowers organizations to create realistic alternative datasets that preserve the statistical properties of sensitive data while safeguarding individual privacy. By combining deep learning with advanced statistical methods, Mirage operates at the frontier of privacy-preserving AI , enabling safe and innovative ways to use and share data.
Currently available as a web interface , Mirage is in its early growth phase with API integration on the roadmap. The team is actively developing new features and scaling adoption across multiple stakeholders.
As a Full-Stack Software Engineer , you will work at the intersection of privacy technology and AI research , turning cutting-edge methods into real-world tools that shape the future of data-driven innovation.
Scope of Work
1. Design & Develop
- Build responsive, user-friendly interfaces with Next.js / React .
- Integrate backend services and RESTful APIs with FastAPI , connecting the UI with the synthetic data engine.
2. Deploy & Scale
Containerize applications with Docker and deploy using AWS Lambda and Serverless Framework .Manage infrastructure with Terraform to ensure scalability, security, and cost efficiency.3. Automate & Assure Quality
Develop and maintain CI / CD pipelines in GitLab for automated builds, testing, and deployments.Participate in code reviews, refactoring, and performance tuning.4. Enable AI / Data Science Features
Work with Data Scientists to productionize models and pipelines.Integrate deep learning and statistical models into the product.Troubleshoot edge cases affecting performance or user experience.5. Shape Architecture
Contribute to system design and architectural decisions, balancing scalability, maintainability, and ML integration.6. Collaborate Cross-Functionally
Partner with product managers, engineers, and researchers to deliver secure, functional features.Translate complex technical concepts across AI, privacy, and software domains for stakeholders.7. Innovate & Evolve
Stay updated on emerging technologies in AI, privacy, and software engineering.Recommend improvements to workflows, product performance, and system security.Requirements
Degree / Diploma in Computing, Design, or related field.Minimum 3 years’ software engineering experience.Frontend expertise with Next.js / React (experience with Angular / Vue a plus).Backend experience with REST APIs using Python or other frameworks.Cloud proficiency ( AWS preferred; GCP / Azure acceptable ).Familiarity with Infrastructure as Code tools (Terraform preferred).Strong understanding of Docker and containerized deployments.Experience with Git, CI / CD, and testing.Interest in UI / UX design and API development.Bonus : Exposure to AI / ML workflows , ability to debug Python ML code, and familiarity with synthetic data generation concepts .Curiosity, collaborative mindset, and eagerness to learn.What You’ll Gain
Experience working in a multi-disciplinary team (product, software, data engineering, privacy, data science).Exposure to full-stack development , spanning frontend, backend, and cloud infrastructure.Hands-on involvement in UX design to build intuitive products.Ownership of system design and implementation , with impact on scalability and maintainability.Practical experience in refactoring, testing, and automation .Opportunity to deepen skills in cloud-native architectures, serverless design, and DevOps practices .Work in a fast-paced, Agile environment driving innovation in privacy-preserving AI.If you believe you fit the requirements for the role, please submit your application below or drop us an email directly quoting the job title.
Due to an anticipated high volume of applicants, we regret that only shortlisted candidates will be notified. The information provided is for recruitment purposes only.
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Cornerstone Global Partners (EA License Number : 19C9859) is an affirmative equal-opportunity employer and recruitment firm. We evaluate qualified applicants without regard to race, colour, religion, creed, gender, sexual orientation, gender identity, marital status, national origin, age, veteran status, disability, or any other protected class.
Eugene Then
eugene.then@cornerstoneglobalpartners.com
EA Registration Number : R22104742 .
Cornerstone Global Partners Pte Ltd (EA License : 19C9859)
Tell employers what skills you have
Git
Scalability
Pipelines
REST
UX Design
User Experience
Software Engineering
Agile
HTML5
UI
Data Engineering
System Design
Python
Docker
API
UX