
Advanced Cloud Architect
4 days ago
As a highly skilled Technical Architect, you will be responsible for designing and implementing scalable, secure, and high-performance architectures on AWS for AI/ML applications.
Key Responsibilities- Design and implement cloud-based solutions using AWS services like SageMaker, Bedrock, Lambda, API Gateway, DynamoDB, S3, ECS, Fargate, OpenSearch, and Step Functions.
- Architect multi-tenant enterprise-grade AI/ML solutions to drive business growth and innovation.
- Lead full lifecycle development of AI/ML solutions from PoC to production ensuring reliability and performance.
- Develop Conversational AI, RAG (Retrieval-Augmented Generation), and Generative AI architectures using models like Claude (Anthropic), Mistral, Llama, and Titan.
- Optimize LLM inference pipelines, embeddings, vector search, and hybrid retrieval strategies for AI-based applications.
- Drive ML model training, deployment, and monitoring using AWS SageMaker and AI/ML pipelines.
- Ensure high availability, disaster recovery, and cost optimization in cloud deployments.
- Implement IAM, VPC, security best practices, and compliance.
- Collaborate with cross-functional teams to define requirements and deliver AI/ML-driven solutions.
- Conduct technical workshops, training sessions, and knowledge-sharing initiatives.
- AWS Services: Bedrock, SageMaker, Lambda, API Gateway, DynamoDB, S3, ECS, Fargate, OpenSearch, RDS
- MLOps: SageMaker Pipelines, CI/CD (CodePipeline, GitHub Actions, Terraform, CDK)
- Security: IAM, VPC, CloudTrail, GuardDuty, KMS, Cognito
- LLMs & Generative AI: Bedrock (Claude, Mistral, Titan), OpenAI, Llama
- ML Frameworks: TensorFlow, PyTorch, LangChain, Hugging Face
- Vector DBs: OpenSearch, Pinecone, FAISS
- RAG Pipelines, Prompt Engineering, Fine-tuning
- Serverless & Microservices Architecture
- API Design & GraphQL
- Event-Driven Systems (SNS, SQS, EventBridge, Step Functions)
- Performance Optimization & Auto Scaling
- Opportunity to work with cutting-edge AI technologies and tools.
- Collaborative and dynamic work environment.
- Professional development and growth opportunities.
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