Overview Join the Prodapt team in building the Model Automation Platform a unified cloud-native system that streamlines and automates the entire model development lifecycle You will help design develop and optimize a scalable platform that enables rapid onboarding training evaluation and governance of machine learning models across business units Responsibilities Design develop and maintain automation pipelines for model training evaluation and deployment using Kubernetes and GCP Build and enhance the unified web UI for managing model development logging evaluation and dataset creation Integrate CI CD pipelines for automated model refresh versioning and lifecycle management Develop and manage database-backed systems for storing model metadata training datasets and automation manifests Implement and optimize pipeline template systems for workflow automation and onboarding current models Ensure robust separation and monitoring of research and production environments Develop dashboards for monitoring model refreshes training jobs and automation statistics Automate model logging including source code parameters metrics and datasets for governance and reproducibility Collaborate with data scientists ML engineers and platform teams to deliver scalable reliable solutions Participate in code reviews architecture discussions and continuous improvement of the platform Requirements Required Technical Skills Proficiency in Python and experience with ML AI model development TensorFlow PyTorch scikit-learn MLflow Experience with Kubernetes and Google Cloud Platform GCP for orchestration compute and storage Hands-on experience with CI CD tools and automation of ML workflows Strong understanding of database systems for metadata and artifact management Familiarity with web UI development and integration React Angular or similar frameworks Experience with containerization Docker and cloud-native deployment patterns Knowledge of model governance logging and reproducibility best practices Excellent troubleshooting debugging and communication skills Preferred Qualifications Experience with agentic frameworks LangChain CrewAI and LLM integration Familiarity with large-scale financial ML platforms Experience with pipeline template management systems and workflow automation Exposure to model security vulnerability scanning and compliance automation Knowledge of monitoring metrics and dashboarding tools
📌 Senior Software Engineer (gen Ai) (Tamil Nadu)
🏢 Prodapt Solutions
📍 Tamil Nadu
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