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SOFTENGER (SINGAPORE) PTE. LTD.

Singapore / Global

ML Platform / Integration Engineer

Job Description

Design, build and supportreliable platforms and integrations for AI and Computer Vision solutions. Workwith GPI and IT toproductioniseapplications and prepare them foroperational support.

Scope of Work / Duties andResponsibilities

Develop andmaintainComputer Vision services, APIs,configurationand error handling.

Package services and models for controlled deployment,versioningand rollback.

Build andmaintainautomated testing, CI/CDpipelinesand release processes.

Implement health checks, structured logging,monitoringand operational diagnostics.

Work with IT on infrastructure, connectivity, certificates,accessand environment requirements.

Support staging and production deployment, incidentinvestigationand troubleshooting.

Prepare deployment guides, technical documentation,runbooksand handover materials.

Minimum Required Experience and Qualifications

Practical software engineering experience with services,APIsor system integration.

Strong Python development experience.

Experience with Linux, containers, version control, automatedtestingand CI/CD.

Familiarity with monitoring, logging, databases,networkingand production support.

Able to troubleshoot across application,modeland infrastructure layers.

Good documentation and communication skills.

Experience with Kubernetes, Azure, GPU workloads, videostreamingor on-premises deployment is useful but not mandatory.

Experience with ML inference, ONNX,TensorRTor Triton is useful but not mandatory.

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