Data Mapping and Schema Analyst

Saicon Consultants

$88K — $105K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in computer science, information systems, or a related field, or equivalent experience.
  • 5+ years of experience in databases, data analysis, data mapping, or data conversion.
  • Proficient in analyzing relational databases and writing SQL queries.
  • Experience with source-to-target mapping documentation and data dictionaries.
  • Familiarity with business processes related to inspection, correction or utility data.

Responsibilities

  • Conduct detailed analysis of inspection and correction data across various systems.
  • Research source databases to gather necessary information for data migration.
  • Create source-to-target data mappings for a modernized database environment.
  • Collaborate with stakeholders to validate data definitions and resolve mapping questions.
  • Identify data quality issues and document recommended remediation steps.
  • Translate business rules into technical data requirements and validation criteria.
  • Support data conversion planning and documentation throughout the ingestion process.

Benefits

  • Collaborative work environment with cross-functional teams.
  • Opportunities to work with advanced database technologies.
  • Focus on data integrity and accuracy during conversion projects.
  • Support for professional development and skills advancement.
Full Job Description
Job Description:
  • Performs detailed analysis of inspection and correction data across multiple source systems, databases and applications to understand how data is structured, stored, maintained and used by the business.
  • Researches source databases and system tables to identify table names, field names, relationships, data types, key values and data dependencies needed to support data conversion and migration work.
  • Creates clear source-to-target data mappings that align legacy inspection and correction data to the new data model, schema and ingestion requirements for a modernized database environment.
  • Works closely with business stakeholders, application teams, database administrators, data engineers and project teams to validate data definitions, resolve mapping questions and ensure data meaning is preserved during conversion.
  • Identifies data gaps, inconsistencies, duplicates and quality issues that could impact successful ingestion into the new database, and documents recommended remediation steps.
  • Translates business rules and operational inspection/correction processes into technical data requirements, including mapping logic, transformation rules and validation criteria.
  • Develops and maintains detailed documentation, including data dictionaries, table inventories, mapping workbooks, schema alignment notes, conversion assumptions and open data issues.
  • Supports data conversion planning, mock loads, validation activities and issue resolution to help ensure inspection and correction data is accurately prepared for ingestion into the new database.
  • Works independently with strong attention to detail and follows through on complex data research assignments with minimal guidance.
  • Acts as a knowledgeable resource for project team members by explaining source-system data structures, data lineage, table relationships and conversion impacts.

Job Requirements:
  • Requires a bachelor's degree in computer science, information systems, data management, engineering, mathematics, business technology or a related field, or equivalent experience.
  • Typically five or more years of experience working with databases, data analysis, data mapping, data conversion, schema analysis or application data support.
  • Experience analyzing relational databases and writing SQL queries to research tables, fields, joins, dependencies and data quality issues.
  • Experience creating source-to-target mapping documentation, data dictionaries, table inventories or conversion specifications.
  • Experience working across multiple business systems or legacy applications to understand data lineage, operational processes and system-of-record decisions.
  • Preferred experience with inspection, correction, asset management, work management, field operations or utility data.
  • Preferred experience with Microsoft SQL Server, Oracle, cloud databases, data integration tools or reporting/query tools.


Job Competencies:
  • Advanced attention to detail and ability to work accurately with complex data across multiple systems.
  • Advanced analytical thinking skills, including the ability to investigate data issues, identify patterns, trace data lineage and draw clear conclusions from technical research.
  • Strong knowledge of relational database concepts, including tables, fields, keys, joins, data types and schema relationships.
  • Strong SQL skills for querying, profiling, validating and reconciling data from source systems.
  • Working knowledge of data modeling, schema design, data transformation and data ingestion concepts.
  • Ability to create clear and complete source-to-target mapping documentation that can be used by data engineering, development and testing teams.
  • Ability to understand business processes and translate operational rules into data requirements, mapping logic and validation criteria.
  • Strong documentation skills, including the ability to maintain data dictionaries, mapping workbooks, table inventories, issue logs and assumptions.
  • Strong collaboration skills and ability to work effectively with business users, database administrators, developers, data engineers, testers and project stakeholders.
  • Strong communication skills, including the ability to explain technical data findings in a clear, practical way for both technical and nontechnical audiences.
  • Strong problem-solving skills and persistence in researching unclear, incomplete or inconsistent data across legacy systems.
  • Ability to manage competing priorities, follow through on detailed assignments and raise risks or blockers early.

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