Senior Staff Solution Architect - AI & Cloud
IND19-01-Bengaluru-EPIP 122 (Phase II), India
R
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Apply security controls with encryption IAM and network policies
- Architect scalable multi tenant AI platforms on AWS
- Build model monitoring drift detection and retraining pipelines
- Build retrieval-augmented generation pipelines
- Design AWS cloud native services for AI
- Design SaaS platform engineering with tenant isolation and metering
- Design data architectures for batch and streaming
- Design end-to-end AI pipelines
- Develop agentic AI systems and orchestration
- Develop machine learning and deep learning models
- Ensure compliance with HIPAA GDPR and SOC2
- Establish MLOps frameworks and CI CD for ML
- Implement MLflow for experiment tracking and model registry
- Implement data governance and lineage
- Implement generative AI solutions with AWS Bedrock
- Implement infrastructure-as-code
- Implement responsible AI with bias detection auditability and explainability
- Lead architecture reviews and technical decision-making
- Provide technical leadership and mentorship
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | AWS CDK | AWS CloudFormation | AWS Glue | AWS Step Functions | Amazon Bedrock | Amazon DynamoDB | Amazon ECS | Amazon EKS | Amazon Redshift | Amazon S3 | Amazon SageMaker | CI/CD | Deep learning | Distributed Systems | Drift Detection | Embeddings | Encryption | Explainability | Fine Tuning | GDPR | Generative AI | HIPAA | IAM | Infrastructure as Code | Lambda | MLOps | MLflow | Machine Learning | Model Drift | Model Drift Detection | Model Monitoring | Prompt engineering | PyTorch | Python | RAG | Retrieval-Augmented Generation | SOC2 | Step Functions | TensorFlow | Terraform | Vector Databases | “as-code”
Education
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