Key Responsibilities
- Analyze, interpret, and reverse-engineer existing Oracle Data Integrator (ODI) workflows and data transformation logic
- Document and understand current data flows, dependencies, and legacy data structures
- Design Snowflake-optimized data models and ELT patterns that improve performance and scalability
- Write performance-aware SQL and implement ELT transformations within Snowflake
- Restructure inefficient or “stair-step” legacy models into normalized, maintainable, and scalable architectures
- Cleanse legacy artifacts, including redundant columns, null-handling inconsistencies, and outdated dependencies
- Design conformed and curated data objects to support analytics and reporting needs
- Build modular, testable transformation pipelines using DBT or approved transformation tools
- Manage Snowflake development environments, including roles, access control, and governance for development work
- Establish data validation and reconciliation patterns to compare Oracle vs. Snowflake resultsImplement data quality checks to ensure accuracy and consistency during migration
- Collaborate closely with QA and review teams to validate transformation logic and performance outcomes
Qualifications
- 5+ years of experience in data engineering or data consulting roles
- Strong hands-on expertise with Oracle Data Integrator (ODI), including reading and interpreting legacy transformation logic
- Deep experience building data pipelines and transformation logic in Snowflake
- Strong SQL skills with a focus on performance optimization
- Experience with DBT (Data Build Tool) or similar modern data transformation tooling
- Strong understanding of data modeling, normalization, and warehouse design patterns
- Experience validating data migrations between legacy and modern platforms
- Ability to work independently in complex migration environments while collaborating with cross-functional QA and review teams
- Excellent written and verbal communication skills
Top Skills
What We Do
Trility Consulting® is a fast-growing business and technology consulting firm that helps mid-market to enterprise-sized companies define, design, and deliver custom solutions that solve high-consequence problems for their businesses. Using an outcome-based delivery approach, our teams build modern solutions for clients and bring their people along the journey to ensure a reduced cost of ownership long after the engagement is done. Our key practice areas include Software Design & Development, Cloud Engineering, DevOps Expertise, and Artificial Intelligence & Data. What is essential to helping clients achieve outcomes is our holistic and contextual approach to ensure desired outcomes are achieved. Trility recently was recognized for a second time as an Inc. 5000 Fastest-Growing Private Company in America. Learn more at https://trility.io.







