ODI ETL Automation, Data Quality Guidance

@kamran2012

Hi, I will build your parameter-driven ODI framework — reusable scenarios with automated API-to-target execution, rollback on failure, and DQ rule libraries covering referential integrity, format, range, and custom API response checks — all logging results to an audit table. One key design choice: I will structure DQ rules as modular ODI procedures linked via variables, so adding a new source means editing parameters only — no scenario rewrite needed. Questions: 1) Which APIs are you ingesting from — REST, SOAP, or both? 2) Are you on OCI Data Integration Studio or classic ODI Console for scheduling? Looking forward to discussing further. Best regards, Kamran

@Herculesz

Hi I can help build a reusable ODI and OCI Data Integration framework for API-driven ETL automation, Oracle Data Quality checks, pass/fail reporting, audit logging, and rollback handling. The main technical challenge is making API ingestion, target loading, validation rules, and failure recovery run as one touchless process without hardcoded logic that breaks when new sources are added. My solution is to design parameter-driven ODI packages and scenarios with reusable variables, rule libraries, audit tables, exception handling, and clear execution logs. I have experience with Oracle Data Integrator, OCI Data Integration, API-based loads, Oracle SQL/PLSQL, ETL orchestration, data validation, reusable packages, scheduling, logging, and technical documentation. For DQ, I can implement referential integrity, format, range, completeness, duplicate, API response, and custom business-rule checks inside the ODI workflow. The framework will store rule results in audit tables and make it easy to clone the same structure for future projects by changing only parameters. I will also provide documentation and a walkthrough so your team can extend the framework and schedule it confidently. Thanks, Hercules

@ZohaibRoy

⭐⭐⭐⭐⭐ Enhance Your Oracle Data Integration with Expert ODI Support ❇️ Hi My Friend, I hope you are doing well. I reviewed your project needs and see you're looking for Oracle Data Integrator support. You don’t need to look any further; Zohaib is here to help you! My team has successfully completed over 50 similar projects for ODI. I will build a reusable Oracle Data Quality Framework, automate the ETL workflow, and embed data validation checkpoints to ensure accuracy and efficiency. ➡️ Why Me? I can easily handle your ODI project with my 5 years of experience in Oracle Data Integrator, ETL processes, and API integration. My skills include data quality assurance, automation of workflows, and creating efficient data validation rules. Additionally, I have a strong grip on cloud services and database management, ensuring a smooth execution of your project. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. I’m excited to explore how we can work together! ➡️ Skills & Experience: ✅ Oracle Data Integrator (ODI) ✅ ETL Automation ✅ API Integration ✅ Data Quality Framework ✅ Data Validation ✅ Cloud Services ✅ Script Development ✅ Parameter-Driven Scenarios ✅ Error Handling ✅ Logging and Documentation ✅ Database Management ✅ Data Analysis Waiting for your response! Best Regards, Zohaib

@tangramua

Dear ,   We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time.   We are 25 years in this business and our technical specialists have strong experience in Cloud Computing, Hadoop, QlikView, Data Warehousing, Spark, API, Data Integration, ETL and other technologies relevant to your project.   Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews.   Please contact us via Freelancer Chat to discuss your project in details.    Best regards, Sales department Tangram Canada Inc.     

@emilesd617

Hi, I am a Data Integration Developer with 8 years of rich experience with a background in ETL automation and cloud data pipelines. I am familiar with Oracle Data Integrator, OCI Data Integration, API Integration, Data Quality, and ETL. For this project, the most important part is building a reusable ETL and data quality framework that can run automatically without manual checks. I can create parameter-driven ODI scenarios, add validation rules, store audit results, automate pass/fail reporting, and provide clear documentation so the framework can be reused for future API sources. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.

@devendrathakur12

Hello, I built many large scale Oracle Data Integrator and enterprise ETL platforms before and I would love if I get the chance to work on your project. I can design a reusable Oracle Data Integrator Data Quality framework, automate API to Oracle Cloud Infrastructure pipelines, and implement parameter driven validation, audit logging, and rollback logic that remains easy to extend for future sources. One question I have is whether your ODI environment already uses Knowledge Modules customized for API ingestion or should the framework remain compatible with only the standard modules? Can we connect over a chat to discuss more about the project? Best regards, Dev Singh

@susiek9705

Hi, there. I’m Susie Kalson, and I understand the challenges you're facing with your Oracle Data Integrator (ODI) projects, particularly around automation and data quality. With over 7 years of experience in ETL processes, data warehousing, and cloud solutions, I specialize in streamlining workflows and enhancing data integrity. ✅ Develop a reusable DQ Framework to integrate with OCI Data Integration. ✅ Automate the complete ETL workflow in ODI, ensuring touchless execution. ✅ Embed data-validation checkpoints to detect errors early in the pipeline. ✅ Create parameter-driven ODI scenarios with rollback mechanisms on failure. ✅ Build a library of DQ rules and document the extension process for future sources. My expertise includes ODI, data quality frameworks, API integration, and cloud infrastructure. I focus on creating maintainable scripts and robust logging to minimize troubleshooting time, allowing you to concentrate on data analysis. I am looking forward to work with you. Best Regards, Susie Kalson

@ameliar168

❤️❤️❤️ Howdy! ❤️❤️❤️ As an experienced AI Full Stack Developer with a solid grounding in Cloud Computing, I am more than comfortable working within the ODI ecosystem and deploying efficient scripts for automating your ETL workflow. My expertise in building reusable, parameter-driven scenarios that execute tasks from source ingestion to target load positions me to deliver your desired touchless execution as specified in the acceptance criteria. When it comes to data quality, my understanding of referential integrity, format, range, and custom API response checks, honed from my previous engagements with language models like OpenAI and Anthropic (Claude), guarantees robust data-validation checkpoints throughout the pipeline. Moreover, I have often been commended on my ability to craft readable code and provide easy-to-follow documentation and walkthroughs. Therefore, not only will I construct reusable Oracle Data Quality (DQ) Frameworks for OCI Data Integration that seamlessly perform their duties without needing significant alterations during projects or cloning to new ones, but I will also invest the necessary time to ensure you understand how to extend and preserve this framework for future sources. Overall, my commitment to delivering high-quality results promptly and within budget has never wavered. An engagement with me will guarantee you ample time spent analyzing results rather than chasing failures. Let's have a chat about your project's Keep me touch and Thank yo

@patricko098

BEFORE YOU HIRE ANYONE, GIVE ME 30 SECONDS TO SHOW YOU WHY I'M DIFFERENT. I recently completed a project similar to your requirements, where I built a reusable data quality framework in ODI and automated ETL workflows, resulting in a touchless execution with improved accuracy and efficiency. Briefly, my experience includes scripting in ODI, automating test cycles, and enhancing data quality in cloud environments—skills directly applicable to your project. I understand your goal of streamlining ETL processes, embedding data validation checkpoints, and ensuring seamless execution. My approach focuses on delivering parameter-driven ODI scenarios, a comprehensive library of DQ rules, and detailed documentation for easy scalability and maintenance. The difference between an average result and an exceptional one is usually decided before the work even begins. Regards, Patrick

@mhhasibuzzaman

Hi, Let's build the future Your focus on Oracle Data Integrator (ODI) projects highlights the critical need for a robust Data Quality (DQ) Framework and ETL automation. By streamlining the workflow and implementing data-validation checkpoints, we can ensure accuracy, completeness, and early error detection in your Oracle Cloud Infrastructure (OCI) data integration processes. To address your requirements, I will develop parameter-driven ODI scenarios for touchless execution, incorporating automated rollback on failure. Additionally, I will create a library of DQ rules for referential integrity, format checks, and custom API response validations. The goal is to provide you with clear documentation and walkthroughs for extending the framework to future sources and scheduling it in OCI Data Integration seamlessly. By focusing on reusable test cases, comprehensive logging, and easy maintenance, we aim to enhance efficiency and reduce manual intervention. I look forward to discussing further details and exploring how we can optimize your ODI projects for seamless, automated operations. I'd be happy to discuss the details, review your requirements, and recommend the most practical path forward before development begins. Best regards, Hasib

@christiaanstimie

I have strong expertise in ODI ETL automation and can optimize your current workflows pulling data from APIs and other sources. I have worked on multiple Oracle Data Integrator projects focusing on data extraction, transformation, and loading with an emphasis on maintaining high data quality. My approach centers on automating the ETL processes efficiently while implementing robust data validation checks to ensure integrity and accuracy throughout the pipeline. I leverage best practices in ODI to streamline data workflows and reduce manual overhead. Quick question before I suggest an approach: Are you looking to automate existing ODI jobs or design new workflows from scratch?

@predragr3

✅✅✅ Hi, there ✅✅✅ I am excited about the opportunity to support your Oracle Data Integrator projects focusing on enhancing data quality and automation within Oracle Cloud Infrastructure. With my expertise in ODI, API integration, and cloud-based solutions, I am well-equipped to tackle the challenges you outlined. Having worked extensively on developing reusable frameworks and automating ETL workflows, I understand the importance of seamless data integration and robust data quality checks. My approach involves building parameter-driven ODI scenarios, implementing a comprehensive library of DQ rules, and providing clear documentation for future scalability and maintenance. I am confident in my ability to deliver on your requirements, ensuring touchless executions, thorough data validation, and easy scalability for future projects. My experience in scripting within ODI and automating test cycles align perfectly with the tasks at hand. I am eager to collaborate with you on this project and contribute to its success by streamlining processes and enhancing data quality standards. Let's work together to achieve your project goals efficiently and effectively. Looking forward to the opportunity to discuss this further with you. ✌️ Predrag ✌️

@markupdudes

Hi, Your project on automating ODI ETL workflows with integrated data quality frameworks aligns perfectly with my expertise. I have extensive experience developing parameter-driven automation pipelines, facilitating seamless API-driven data ingestion into cloud environments like Oracle Cloud Infrastructure. My approach includes building reusable data quality frameworks embedded into ETL flows for real-time validation, comprehensive logging, and automated rollback on failures, ensuring accuracy and reliability. I will deliver parameterized ODI packages that execute complete API-to-target flows, implement robust data validation rules including referential integrity and custom API checks, and provide detailed documentation to enable straightforward extension and scheduling in OCI Data Integration. Expect touchless execution with thorough pass/fail reporting and audit logging. I can begin immediately and aim to deliver a workable framework within the first sprint. Which types of API responses and data anomalies are most critical for your data quality validation in this project? Best regards,

@toqeer74

The challenge of automating the ETL workflow in Oracle Data Integrator (ODI) while ensuring robust data quality is critical for achieving seamless data integration from APIs to Oracle Cloud Infrastructure. By leveraging parameter-driven ODI scenarios, I propose to develop a reusable Data Quality Framework that supports automated end-to-end processes, including auto-triggered data validations. Deliverables will include comprehensive documentation and a library of DQ rules for immediate deployment. Expect substantial improvements in accuracy and efficiency within 15 days. Ready to kick this off, what's the best way to get started?

@elijahhmonreal

Hi there, I just read your posting. It sounds like you need an experienced ODI developer who can build a reusable data quality framework, automate end-to-end ETL workflows, and implement robust validation controls for API-driven data pipelines in Oracle Cloud Infrastructure. I am a software engineer with 10+ years of experience in data integration, ETL automation, and enterprise data quality solutions. Designing scalable frameworks, automating complex workflows, and implementing reliable validation and auditing processes is what I specialize in. I can help you build a parameter-driven ODI framework that supports API-to-target data flows with automated execution, testing, rollback handling, and detailed pass/fail reporting. I can also create a reusable DQ rule library covering referential integrity, format validation, range checks, completeness checks, and custom API response validations, with results stored in audit tables for easy monitoring and troubleshooting. My focus will be on delivering maintainable ODI packages and scenarios that can be cloned across projects with minimal configuration changes. Clear documentation, logging, and walkthroughs will be included so your team can easily extend the framework for future data sources and schedule executions through OCI Data Integration. Let me know if my profile looks interesting, and we can set up a time to talk. Best regards, Elijah M.

@techsty2014

This looks like a great fit, We will deliver parameter-driven ODI scenarios with automated API-to-target execution, rollback on failure, and a reusable DQ rule library (referential integrity, format, range, API response checks) logged to an audit table. For maintainability, we will externalize all source and connection details into substitution variables so cloning to a new project requires only parameter swaps. A couple of quick things to confirm: 1) Which API formats are in play (REST/JSON, SOAP/XML, or both)? 2) Are you scheduling via OCI Data Integration or ODI Agent? The number quoted here is a starting estimate. The exact cost and timeline will be confirmed after we go through the full scope together. Looking forward to potentially working together. Thanks, Faizan

@abdulahmukhtar95

Hello, I am Abdullah, a senior .NET and Python developer with 6+ years of experience in building enterprise-grade web applications, automation systems, and AI-integrated platforms. I have worked across various industries, including fintech, logistics, legal tech, and SaaS, delivering scalable solutions using .NET Core, Python, REST APIs, SQL Server, and cloud infrastructure (Azure/AWS). My expertise also extends to building AI automation workflows using n8n and custom LLM integrations for business process optimization. I have thoroughly understood your requirement for strengthening the Oracle Data Integrator (ODI) projects, automating ETL workflows, and enhancing data quality within the OCI ecosystem. I believe my skills and experience align well with the tasks at hand. Let's connect in the chat to discuss how we can proceed with your project. Best regards, Abdullah

@chesslover

Having worked in the banking industry for over 10 years where I developed ETL / ELT pipelines, data warehouses, and business intelligence apps, I'm well-experienced to handle your "ODI ETL Automation, Data Quality Guidance" project. I have also migrated a legacy banking system where I transformed and cleansed data from Oracle DB to IBM DB2. I'm also a Senior Java and Scala Developer with significant experience in the Oracle enterprise ecosystem: - Oracle Java EE and GraalVM - Oracle DB and PL/SQL - Oracle WebLogic - Oracle Service Bus (OSB) - Oracle Helidon I have also been using numerous API technologies and API best practices throughout the years: - RESTful JSON: both Hypermedia REST (HATEOAS) and Reactive REST - GraphQL - SOAP / WSDL / XML APIs - Webhooks - gRPC + protobuf - JSON-RPC My database expertise includes: - ANSI SQL and non-ANSI SQL extensions (PL/SQL, T-SQL) - Schema design and normalization - Creation of data dictionaries, DDL, and DML - Stored procedures, cursors, RLS, CDC, WAL - NoSQL, LDAP, and Vector databases I'm very excited about this opportunity and I look forward to hearing from you. Thank you for reviewing my proposal. Best regards, Valentino

@arijitroyind

I am a Solution Architect with 15+ years of experience delivering enterprise-grade Oracle Data Integration solutions across Banking, Retail, Telecom, Power, and Hospitality domains. My expertise includes Oracle Data Integrator (ODI), OCI Data Integration, API-based integrations, PL/SQL, Data Quality frameworks, and ETL automation. I have built reusable ODI frameworks featuring automated testing, validation checkpoints, audit logging, exception handling, and rollback mechanisms. I can design a parameter-driven solution that enables fully touchless API-to-target execution, embedded data quality controls, and centralized reporting. The framework will be scalable, easy to maintain, and deployable across multiple projects with only configuration-level changes.