ZoftSolutions - AWS AI Engineer

Description : We are hiring AI Engineers (3 - 10 YOE) to design and implement Agentic AI MVPs on AWS Tech Stack. The candidate would build production-grade orchestration, LLM agents, grounded retrieval, and integrations with analytics/UI systems.Must-Have Skills : - Python (strong), writing modular, production-quality code with testing- LLM / Generative AI engineering : prompt engineering, structured outputs (JSON), grounding, evaluation- Agentic systems : orchestration patterns (planner/router, fan-out/fan-in, tool calling), state handling- AWS hands-on with serverless patterns : 1. Lambda, API Gateway, Step Functions2. S3, DynamoDB3. CloudWatch (logs/metrics), IAM- Amazon Bedrock experience (or equivalent LLM platform) : model invocation, guardrails/safety patterns- Data access from modern stores (preferably Redshift/Aurora) + basic SQL- Designing robust workflows : retries, idempotency/correlation IDs, error handling, observabilityPreferred Skills : - Bedrock Knowledge Bases + OpenSearch (RAG with citations, indexing strategies)- Speech + NLP services : Transcribe / Comprehend (post-call automation scenarios)- ML deployment (optional components) : SageMaker training/inference, model registry- Compliance / regulated-domain systems (Pharma/Healthcare) : MLR checks, audit trails, traceability- QuickSight integration (embedding, dashboards, actions, dataset refresh patterns)- CI/CD exposure : CodePipeline/GitHub Actions, IaC (CDK/Terraform), multi-env deployments- Performance optimization : caching, query tuning, prompt optimization, latency/cost trade-offsBehavioral Skills : - Ownership mindset : Responsive and proactive with focus and commitment on delivery- Strong communication : should be able to understand and explains architecture clearly- Collaboration-first : works well with Data/UI/DevOps engineers- Quality-focused : writes maintainable code, documents decisions, tests critical paths- Comfort in ambiguity : can iterate quickly with feedback and evolving requirements (ref: hirist.tech)