Role Overview :

We're hiring for a Full Stack Engineer to build an AI-driven forecasting experience. This is a hands-on engineering role requiring a strong Python engineer who can process large datasets efficiently and ship production-grade services on AWS.

Backend Responsibilities :

- Build new agent tools/actions using AWS Bedrock Agent Action Groups (Lambda-backed tools).
- Integrate internal/external APIs into Action Groups via OpenAPI schemas.
- 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 clear observability.
- Secure tool interfaces (IAM policies, scoped permissions, secrets management) for safe function/tool calling.
- Implement async workflows for long-running/high-throughput work.

Backend Tech Stack :

- Python (production services, testing, profiling, packaging).
- Large dataset handling (vectorization, chunking/streaming; pandas/NumPy/Polars).
- API development: REST and/or GraphQL, contract-first design.




- Database design + query optimization (SQL; Postgres/Aurora/Redshift).
- ETL/ELT patterns focused on correctness and validation.
- AWS: Lambda, API Gateway, IAM, CloudWatch, S3, Step Functions, EventBridge, SQS/SNS.
- AWS Bedrock Agents: Action Groups, orchestration, tool/function calling.

Frontend Responsibilities :

- Build a responsive chat interface for the AI bot in Angular.
- Implement real-time streaming LLM responses (SSE/WebSockets), including partial output rendering.
- Create interactive forecasting visualizations and scenario exploration (what-if analysis).
- Manage conversation history/state and ensure accessibility + cross-browser compatibility.
- Optimize UI performance under frequent incremental updates.

Frontend Tech Stack :

- Angular 16+ (TypeScript, RxJS).
- Real-time protocols: Server-Sent Events and/or WebSockets.
- Data visualization libraries: D3.js / Chart.js / Recharts.

Nice-to-Have :

- OpenMetadata experience.
- Experience building LLM products (tool orchestration, guardrails, evals).
- Forecasting/time-series familiarity.

📌 Bahwan CyberTek - Full Stack Engineer - AI Driven Forecasting (India)
🏢 Bahwan Cybertek Private
📍 India