OCI Data Integration Specialist - Finance

@vishal1145

Your O2C data pipelines will fail reconciliation if you're not handling Oracle ERP's incremental load patterns correctly. Most teams discover this after go-live when Finance reports show $2M discrepancies between source and target. Before architecting the solution, I need clarity on two things: What's your current data latency requirement for O2C reporting - real-time or daily batch? And are you dealing with multi-ledger consolidation across subsidiaries, or single-entity flows? Here's the architectural approach: - OCI DATA INTEGRATION: Build parameterized pipelines with error handling and automatic retry logic to process invoice, payment, and AR aging data without manual intervention. - AUTONOMOUS DATA WAREHOUSE: Implement partitioning strategies on fact tables and materialized views to handle 50M+ transaction rows while maintaining sub-3-second query performance for Finance dashboards. - OBJECT STORAGE + DATA FLOW: Use Spark jobs to pre-validate data quality rules before loading into ADW, catching format mismatches and duplicate keys that cause reconciliation breaks. - SQL + PL/SQL OPTIMIZATION: Write merge statements with proper indexing to handle upserts on customer master and transaction tables without locking issues during peak processing windows. - DATA CATALOG + LINEAGE: Document source-to-target mappings and transformation logic so Finance auditors can trace every dollar back to the originating ERP transaction. I've built 4 OCI-based Finance data platforms that process $500M+ in annual revenue flows. I don't take on projects where the data governance framework isn't defined upfront. Let's schedule a 20-minute call to walk through your ERP extraction patterns and reconciliation requirements before committing to timelines.

@KarthikTechCon

Hi, I’m Karthik – Data & Cloud Architect with 15+ years of experience in enterprise integration, ETL/ELT pipelines, and finance transformation programs. I’ve worked extensively with **Oracle ecosystems and cloud-native data platforms**, designing scalable pipelines for Finance and O2C workflows. **Relevant Expertise:** • OCI Data Integration – pipeline design, mappings, task orchestration • ADW tuning with SQL/PLSQL for complex Finance transformations • Object Storage, Data Flow (Spark), Data Catalog & Lakehouse patterns • Integration of ERP/legacy systems into unified analytics models • Data quality checks, reconciliation logic & O2C validation rules • Secure deployments (encryption, masking, IAM policies) • CI/CD-based automated deployments I understand Finance entities (AR, billing, collections, revenue recognition) and can translate business rules into reliable, optimized data pipelines. Strong experience in performance tuning, monitoring, and documentation to ensure audit-ready, production-grade workflows. Available remote and comfortable collaborating with Finance stakeholders and architects. If you need a dependable OCI DI specialist to deliver scalable, secure O2C integrations, I’m ready to contribute immediately.

@bskalra

Hello, I am experienced Oracle database developer and integration experience. I have worked with multiple Oracle tools and database for 15 years.