Lead Data Consultant (Microsoft Fabric)

Trility Consulting; Clayton (MO); Remote; USD 120,000 - 180,000; Full time

Benefits offered by this job

Paid time-off

Job summary

Trility Consulting is seeking an experienced Senior Data Consultant to modernize an Azure Synapse data platform and migrate workloads to Microsoft Fabric. This remote W2 role collaborates with client engineers to design scalable, metadata-driven ingestion and CI/CD pipelines.

You'll implement PySpark-based data transformations, validate migrations, and establish repeatable patterns for maintainability while using Claude Code to review AI-generated code and ensure quality across multiple sources

Qualifications

• 5+ years with Azure Data Services including Fabric, Data Factory, Databricks, or Synapse
• Hands-on Fabric production experience with lakehouses, pipelines, notebooks, and capacity management
• Experience building production ETL/ELT pipelines and reusable data ingestion frameworks
• Designing metadata-driven ingestion frameworks with config-based onboarding
• Spark notebooks and data transformations using PySpark and Spark SQL
• Strong SQL for data transformation and performance tuning
• Experience with Git-based CI/CD for data platform artifacts (GitHub Actions / Azure DevOps)
• Hands-on Claude Code for AI-assisted development and code review
• Data migration validation and data quality assurance across systems
• Knowledge of data governance, lineage, metadata management, and catalog concepts
• Experience migrating data from Azure Synapse to Microsoft Fabric
• Experience with Oracle and DB2 sources
• Incremental ingestion, CDC, and source-specific loading strategies
• Data reconciliation and validation frameworks for large-scale migrations
• Evaluating data catalogs like Microsoft Purview

Responsibilities

• Refine Fabric architecture and ingestion patterns
• Build metadata-driven ingestion framework configurable via settings
• Migrate data sources from Azure Synapse to Fabric
• Develop Fabric pipelines and Spark notebooks (PySpark, Spark SQL)
• Analyze Synapse pipelines to translate into Fabric
• Create data validation and reconciliation for migration accuracy
• Determine full-load, incremental, or CDC loading strategies
• Implement Git-based CI/CD and environment promotions for Fabric artifacts
• Leverage Claude Code to define specs and review AI-generated code
• Evaluate data dictionary, metadata, and lineage requirements
• Apply data engineering best practices for performance, testing, security

Skills

ETL/ELT pipelines

SQL skills

Spark notebooks

PySpark

CI/CD concepts

AI-assisted development

Tools

Azure Data Services

Microsoft Fabric

Azure Data Factory

Databricks

Synapse

PySpark

Spark SQL

GitHub Actions

Azure DevOps

Claude Code

Job description

Who We Are At Trility Consulting®, we’ve built a strong, remote-work culture where people thrive, grow, and support each other – earning us Great Place to Work® Certification. Headquartered in Central Iowa, we embrace flexible schedules and collaboration across geographically distributed teams serving clients from all corners of the United States and globally.

Candidates must respect and value people, recognize that over-communication is barely good enough, thrive on solving complex problems, have a passion for building teams, and know that delivering what a client actually values is more important than their own predispositions. Candidates are self-motivated and relentlessly working to become more today than they were yesterday.

Trility Consulting is seeking an experienced Senior Data Consultant to support a client engagement focused on modernizing an existing Azure Synapse data platform and migrating prioritized workloads to Microsoft Fabric.

In this role, you'll partner with Trility consultants and client engineers to pressure-test and refine the Fabric architecture, build reusable, metadata-driven ingestion frameworks, and migrate data workloads into a modern lakehouse environment. You'll develop scalable data pipelines, implement validation processes to ensure migration accuracy, and establish automated CI/CD workflows that support reliable deployment from development through production.

You'll work hands-on alongside client engineers, contribute to architectural decisions, and help establish repeatable patterns that enable the team to maintain and extend the platform independently. Experience using Claude Code as part of an AI-assisted development workflow is essential to this engagement.

This is a remote W2 position.

Key Responsibilities

• Evaluate and refine the existing Microsoft Fabric architecture, including metadata structures, table-level event triggering, and reusable ingestion patterns
• Design and implement a metadata-driven ingestion framework that allows new tables and sources to be onboarded through configuration rather than custom development
• Migrate prioritized data sources and workloads from Azure Synapse into Microsoft Fabric
• Develop and orchestrate Fabric data pipelines and Spark notebooks using PySpark and Spark SQL
• Analyze existing Azure Synapse pipelines, including complex and nested workflows, to understand dependencies and translate existing processing logic into Fabric solutions
• Build data validation and reconciliation processes to verify migration accuracy, including duplicate detection, key alignment, and record-level comparisons between Synapse and Fabric
• Analyze source-specific loading requirements and recommend appropriate full-load, incremental, or change data capture (CDC) patterns
• Implement Git-based CI/CD and automated environment promotion for Fabric artifacts, including pipelines and notebooks, using GitHub Actions, Azure DevOps, or similar tooling
• Leverage Claude Code to define implementation specifications, accelerate development, and review AI-generated code for quality, correctness, and maintainability
• Evaluate data dictionary, metadata, and lineage requirements, including potential catalog solutions such as Microsoft Purview
• Apply data engineering best practices related to performance, testing, monitoring, documentation, security, and operational support

Required Experience

• 5+ years of experience working with Azure Data Services, including Microsoft Fabric, Azure Data Factory, Databricks, or Synapse
• Hands-on Microsoft Fabric experience in production environments, including lakehouses, pipelines, notebooks, medallion architecture, workspaces, and capacity management
• Strong experience building and maintaining production ETL/ELT pipelines and reusable data ingestion frameworks
• Demonstrated experience designing and implementing a metadata-driven ingestion framework, including configuration-based onboarding and extensible processing patterns
• Experience developing Spark notebooks and data transformation workflows using PySpark and Spark SQL
• Strong SQL skills for data transformation, validation, and performance tuning, including the ability to read and understand existing T-SQL logic
• Experience working with Azure Synapse, including analyzing existing pipelines and understanding complex data processing dependencies
• Experience designing and implementing Git-based CI/CD workflows for data platform artifacts using GitHub Actions, Azure DevOps, or similar tooling
• Hands-on experience using Claude Code for AI-assisted software development, including directing code generation, working across multiple files, and critically reviewing generated code
• Experience validating data migrations and ensuring data quality, accuracy, and consistency across source and target systems
• Experience integrating data from REST APIs, relational databases, and structured or semi-structured data sources
• Familiarity with data governance, lineage, metadata management, and data catalog concepts
• Experience migrating data platforms or workloads from Azure Synapse to Microsoft Fabric
• Experience working with Oracle and DB2 data sources
• Experience implementing incremental ingestion, change data capture (CDC), and source-specific loading strategies
• Experience developing data reconciliation and validation frameworks for large-scale migrations
• Experience evaluating Microsoft Purview or other data catalog and lineage solutions

Work remotely anywhere in the United States with flexible work hours.

Benefits

• Paid time-off, company holidays, and floating holidays