across app, DB, and network layers. Ownership and accountability for incidents, changes, and deliverables; proactive risk... Manager, and REST/SOAP services. Monitor, analyze, and tune performance end-to-end (application, SQL, integration layers...
algorithms, analytics and reporting layers. - Support future AI‑driven extraction pipelines feeding directly into CloudSQL.... - Comfort working across application logic and data persistence layers. Data & Cloud Architecture - Experience migrating off...
across application and infrastructure layers Collaborate effectively with cross-functional teams including engineering, data..., and data layers Strong engineering fundamentals with attention to clean, maintainable code Ability to work independently...
AI layers, including: - Model abstraction and routing - Fallback strategies - Multi-model orchestration - Evaluate new...
- Participate in solution design and architectural discussions across application and infrastructure layers - Collaborate...-on Azure experience beyond basic deployments - True full-stack capability across backend, frontend, cloud, and data layers...
, including complex transformations and query tuning.- Familiarity with staging, integration, curated layers, and Snowflake... and an orchestrator like Airflow or similar would be adecuado, but equivalents are fine).- Experience working with cloud storage layers...
environments or equivalent cloud-based infrastructure - Familiarity with CDN integration, caching layers, and environment...
reporting layers using PowerBI or similar BI tools to visualize long-term trends and cross-platform data correlations...
- Participate in solution design and architectural discussions across application and infrastructure layers - Collaborate...-on Azure experience beyond basic deployments - True full-stack capability across backend, frontend, cloud, and data layers...
and desire to work in various layers of software stack (front-end, backend). Backend expert with some front-end experience...
. 3. Intelligence, Analytics & Reporting Business Intelligence (BI): Design and maintain advanced reporting layers using...
connectivity layers or middleware components. - Exposure to AI-driven platforms or large-scale distributed systems. - Familiarity...
Forms to modern front-end frameworks. - Integrating front-end and back-end layers through secure and efficient REST APIs...