23 Aug
|
Cloudxtreme
|
Bengaluru
23 Aug
Cloudxtreme
Bengaluru
- MLOps + FullStack :
- Contract to Hire
- Experience : 6 -12 Years
- Location : PAN INDIA
Job Description: Senior MLOps & Full Stack Systems Engineer
Job Summary
We are seeking a versatile and high-impact Senior MLOps & Full Stack Systems Engineer to bridge the gap between production machine learning infrastructure and user-facing enterprise platforms. In this hybrid engineering role, you will be responsible for designing, building, and operating end-to-end ML delivery pipelines while engineering the full-stack software interfaces (React frontend + Java/Python backend services) required to operationalize, monitor, and interact with production AI/ML models.
The ideal candidate possesses a unique blend of core software engineering rigor and machine learning platform operations. You will build automated CI/CD and Continuous Training (CT) pipelines, manage model registries and feature stores, deploy low-latency model inference microservices, and build full-stack interactive dashboards and admin portals using React (TypeScript) and Java (Spring Boot) / Python (FastAPI/Flask).
Key Roles & Responsibilities
1. MLOps & Platform Architecture
- Design, build, and maintain automated ML lifecycle pipelines spanning data ingestion, preprocessing, model training, validation, packaging, and continuous deployment (CI/CD/CT).
- Implement and manage Model Registries, Experiment Tracking, and Feature Stores using tools such as MLflow, Kubeflow, Feast, or Weights & Biases.
- Package, optimize, and deploy ML models into production as containerized microservices (using Triton Inference Server, TorchServe, TF Serving, or FastAPI).
- Implement real-time model monitoring, drift detection (data drift, concept drift), latency tracking, and automated retraining workflows using tools like Evidently AI, Prometheus, and Grafana.
2. Backend & Systems Engineering (Java / Python)
- Architect and implement robust, high-throughput microservices using Java (Spring Boot / Micronaut) or Python (Fa
📌 MLOps + Full Stack (Bengaluru)
🏢 Cloudxtreme
📍 Bengaluru