Data Engineer (Azure, Fabric, Databricks)

Role Overview The Data Engineer is responsible for designing, implementing, and supporting modern data platforms using Microsoft Fabric and Databricks , with a strong emphasis on lakehouse architecture, analytics engineering, and semantic modeling. This role is client-facing and requires translating business requirements into scalable technical solutions while adhering to data engineering best practices. You will collaborate with client stakeholders, Collectiv consultants, and cross-functional teams to deliver data platforms that support reporting, advanced analytics, and self-service BI. Key Responsibilities Client Delivery & Solution Design

* Design and implement modern data platforms leveraging Microsoft Fabric (OneLake, Lakehouse, Data Factory, Power BI) and Databricks (Spark, Delta Lake, SQL Warehouses) * Build and optimize data ingestion, transformation, and orchestration pipelines using ELT/ETL best practices * Develop scalable lakehouse architectures that support analytics, reporting, and downstream data products * Translate business and analytical requirements into technical designs and data models

Analytics & BI Enablement

* Develop and maintain semantic models that enable performant reporting and self-service analytics * Partner with analytics and business teams to deliver trusted datasets and dashboards (Power BI or equivalent) * Ensure data quality, reliability, and usability across the analytics platform

Engineering Best Practices

* Write, optimize, and tune SQL and Spark-based transformations for large-scale analytical workloads * Apply version control, CI/CD concepts, and code review standards to data engineering workflows * Ensure solutions meet quality criteria related to performance, scalability, and maintainability

Consulting & Collaboration

* Work directly with client stakeholders to gather requirements, communicate technical concepts, and manage expectations * Collaborate with project managers, architects, and fellow consultants to align technical delivery with project goals * Contribute to internal documentation, reusable patterns, and knowledge sharing across Collectiv

Required Qualifications

* Bachelor's degree from an accredited university * 4+ years of experience in data engineering, analytics engineering, or data platform consulting * Hands-on experience with Microsoft Fabric and/or Databricks in production environments (experience with both strongly preferred) * Strong SQL skills, including performance tuning and optimization * Experience designing data models for analytics (star schemas, semantic models, lakehouse patterns) * Experience working in cloud data platforms (Azure preferred) * Ability to work independently in a client-facing consulting role

Preferred Qualifications

* Experience migrating or modernizing data platforms (e.g., legacy DW to lakehouse) * Familiarity with Power BI dataset modeling and performance optimization * Experience integrating data platforms with downstream applications or APIs * Consulting experience with multiple clients or industries * Strong written and verbal communication skills * Relevant Azure certifications (e.g., Azure Solutions Architect, Azure Data Engineer), Fabric (DP-600, DP-700) certifications, and Databricks certifications are highly desirable

What Success Looks Like in This Role

* Clients trust you as a technical advisor for their data platform decisions * Delivered solutions are scalable, well-documented, and aligned to best practices * Business users are enabled through reliable data models and analytics-ready datasets * You actively contribute to Collectiv's data platform standards and consulting excellence

Join Collectiv for a rewarding career in a fully remote work environment with quarterly in person team experiences and a competitive compensation. We provide a clear growth trajectory with professional development opportunities and a top-shelf benefits package. Enjoy unlimited time off and 100% covered health insurance, encompassing medical, dental, and vision plans for you and your family. Our comprehensive offerings, from a competitive 401(k) with a 4% match to educational assistance, tech stipend, and discounts on various goods and services, demonstrate our commitment to your well-being and success. At Collectiv, your career thrives with a perfect blend of remote flexibility, growth potential, and unparalleled benefits prioritizing your financial, physical, and emotional well-being.

Collectiv is the leading boutique consulting and strategy firm specializing in Analytics, Planning and AI with Power BI and the Microsoft Data Stack. Our mission at Collectiv is simple: We help enterprises make better decisions.

Our Core Values: Growth Mindset - Bring solutions, not problems. Excel with Humility - Be humbly brilliant. Communicate Actively and Empathetically - Listen, ask, understand, help. Work Hard, Play Hard - Results are proportional to effort. Keep Calm and Carry On - Stay cool, calm and Collectiv.