23 Aug
|
Technology next
|
Noida
23 Aug
Technology next
Noida
MLOps & AIOps Engineer (GCP)
Job Title: MLOps & AIOps Engineer (GCP)
Employment Type: Full-time / Contract (C2C)
Experience: 8-9 Years
Work Mode: Hybrid
Job Summary
You will work closely with Data Scientists, Platform Engineers, and Product Teams to operationalize AI and GenAI use cases while ensuring high availability, automation, monitoring, and performance optimization.
Key Responsibilities
- Design and develop scalable MLOps solutions on Google Cloud Platform.
- Build, deploy, and manage ML and Generative AI workloads using Vertex AI.
- Develop and maintain automated CI/CD pipelines using GitHub Actions.
- Deploy, monitor, and optimize machine learning models in production.
- Implement model monitoring, automated retraining, and performance tracking.
- Collaborate with cross-functional teams to operationalize AI and GenAI solutions.
- Build and maintain Agentic AI workflows using LangChain and LangGraph.
- Implement monitoring, logging, security, and observability best practices.
- Troubleshoot production issues and ensure platform reliability.
Required SkillsProgramming
- Python
- REST APIs
- Microservices
- Containerization
Google Cloud Platform
- Vertex AI
- Cloud Storage
- BigQuery
- Pub/Sub
- Cloud Run
- GKE
- IAM
- Secret Manager
- Cloud Logging & Monitoring
- VPC Networking
MLOps
- ML Pipeline Orchestration
- Model Deployment
- Model Registry
- Model Monitoring
- Automated Retraining
- ML Lifecycle Management
Generative AI
- LangChain
- LangGraph
- Retrieval-Augmented Generation (RAG)
- Prompt Engineering
- Tool/Function Calling
- AI Model Evaluation
Databases / Vector Stores
Experience with one or more of the following:
- Pinecone
- Weaviate
- Milvus
- pgvector
- Elasticsearch
- OpenSearch
DevOps
- GitHub Actions
- GitHub CI/CD
- Release Management
- Branching Strategies
Required Experience
- 8+ years of overall IT experience.
- Minimum 3+ years of hands-on experience with Google Cloud Platform (GCP).
- Robust experience in designing and impl
📌 Mlops & Aiops Engineer (Gcp) (Noida)
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