We re hiring for Full Stack Engineer to build an AI-driven forecasting experience: AWS Bedrock Agents on the backend and an Angular (v16+ preferred; compatible with Angular 21 roadmap) real-time chat + visualization UI on the front end. This is a hands-on engineering role-not an ETL-only or big data tooling position. We need a strong Python engineer who can process large datasets efficiently and ship production-grade services on AWS.
Backend Responsibilities (Primary)
Build current agent tools/actions using AWS Bedrock Agent Action Groups (Lambda-backed tools).
Integrate existing internal/external APIs into Action Groups via OpenAPI schemas, standardize contracts (versioning, validation, error shapes).
Design and implement forecasting input pipelines: ingestion, transformations, feature prep, aggregation, and validation.
Implement business logic and data transformation layers with robust test coverage.
Ensure robust error handling, retries, idempotency, and explicit observability (logs/metrics/traces).
Secure tool interfaces (IAM policies, scoped permissions,



secrets management) for safe function/tool calling.
Implement async workflows for long-running/high-throughput work (queues/events).
Backend Essential Skills
Python proficiency (must-have): production services, testing, profiling, packaging, clean architecture.
Large dataset handling in Python: memory/performance-aware processing (vectorization, chunking/streaming; pandas/NumPy/Polars or similar).
API development: REST and/or GraphQL, contract-first design, schema validation.
Database design + query optimization (SQL; Postgres/Aurora/Redshift a plus).
ETL/ELT patterns focused on correctness, validation, lineage, and maintainability.
Strong AWS experience: Lambda, API Gateway, IAM, CloudWatch, S3 (Step Functions, EventBridge, SQS/SNS are plus).
AWS Bedrock Agents concepts: Action Groups, orchestration, tool/function calling, secure interfaces.
Asynchronous processing with queues (DLQ

📌 Full Stack Engineer Bengaluru
🏢 JRD Systems
📍 Bengaluru