Senior Software Engineer – Ml Model Compliance & Automation (Rajasthan)

Senior Software Engineer – Ml Model Compliance & Automation (Rajasthan)

06 Aug
|
Infoobjects
|
Rajasthan

06 Aug

Infoobjects

Rajasthan

Senior Software Engineer - ML Model Compliance Automation Role Category Programming Design Role Full Stack Java Developer Job Location Jaipur or Remote Experience Experience Required 3 - 7 yrs Employment Type Full time Immediate joiner About the Role We are seeking a highly skilled and motivated Senior Software Engineer to lead the development and automation of ML model compliance validation workflows This role focuses on packaging profiling optimization and deployment of ML models across cloud-native environments You will design and build tooling pipelines and automation frameworks to ensure models are production-ready compliant secure and seamlessly integrated into CI CD workflows This is a hands-on role for an engineer passionate about bridging machine learning DevOps and security compliance Key Responsibilities Model Packaging Artifact Management Design and implement workflows for packaging ML models using KitOps ONNX MLflow or TensorFlow SavedModel Manage model artifact versioning registries and reproducibility Ensure artifact integrity consistency and traceability across CI CD pipelines Model Profiling Optimization Automate model profiling latency size ops using MLModelCI TorchServe or ONNX Runtime Apply quantization pruning and format conversions e g FP32INT8 for optimization Embed profiling and optimization checks into CI CD pipelines to assess deployment readiness Compliance SBOM Generation Develop pipelines to generate and validate SBOMs for ML models Implement compliance checks for licensing vulnerabilities and security using CycloneDX SPDX Syft or Trivy Validate schema dependencies and runtime environments for production readiness Cloud Integration Deployment Automate model registration endpoint creation and monitoring setup in AWS GCP Azure Build cloud-native workflows using GitOps ArgoCD or KubeFlow for deployment and lifecycle management Collaborate with ML engineers and DevOps teams to streamline secure model delivery Tech Stack Tools Languages GoLang preferred Python preferred Bash MLOps Tools KitOps MLModelCI MLflow ONNX TensorFlow PyTorch Docker SBOM Security Syft Grype Trivy CycloneDX SPDX CI CD GitHub Actions GitLab CI Jenkins ArgoCD Infra Kubernetes Docker Helm Terraform Cloud AWS GCP Azure EKS GKE ECS preferred Version Control Git GitOps

📌 Senior Software Engineer – Ml Model Compliance & Automation (Rajasthan)
🏢 Infoobjects
📍 Rajasthan

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