Connelly Partners · 13 hours ago
Analytics Engineer (Contractor)
Connelly Partners is a marketing agency that focuses on leveraging data to enhance business performance. They are seeking a highly skilled Analytics Engineer to maintain their media data infrastructure and ensure data integrity while migrating transformation logic into a scalable framework.
Advertising
Responsibilities
Maintain & Troubleshoot: Monitor existing data ingestions including Supermetrics, custom APIs, and Python-based scripts
Vendor Data Handling: Manage ingestion of varied vendor formats (CSV/ZIP) into BigQuery, handling dynamic schema changes and sharded raw tables efficiently
Environment Monitoring: Oversee pipelines interacting with VM environments and transactional databases (e.g., MySQL) to ensure reporting continuity
Opportunity to audit and make recommended updates to infrastructure
Advanced Modeling: Maintain and optimize existing SQL/Python scripts while formalizing transformations into production-ready tables using dbt
Performance Optimization: Implement incremental loading strategies, partitioning, and clustering within BigQuery to manage costs and query speed
Classification & Normalization: Apply and update complex logic to categorize media spend and performance. This includes normalizing varied vendor naming conventions into internal standards (Campaigns, Placements, Creatives, and UTM structures)
Omni Analytics Integration: Collaborate with the Analyst team to ensure BigQuery 'Production' tables are optimized for the Omni Analytics modeling layer
Knowledge Transfer: Finalize and expand upon technical documentation to ensure no loss of institutional knowledge during the transition
Qualification
Required
Expert BigQuery (SQL): Master-level SQL (window functions, UDFs, script optimization) and GCP environment management
Marketing Tech Stack: Deep experience with advertising data schemas (Meta, Google, TikTok, etc.) and ingestion tools like Supermetrics or Fivetran
Problem Solving: Proven ability to 'reverse engineer' legacy scripts to extract and document business logic
Version Control: Proficiency with Git-based workflows (GitHub/Bitbucket)
Analytics Engineering: Hands-on experience with dbt (data build tool)
Programming: Proficiency in Python for data ingestion, API interaction, and transformation
Agency Experience: Experience managing multi-client, multi-schema environments
BI Expertise: Familiarity with the Omni Analytics platform or similar modeling-first BI tools
Preferred
Familiarity with system design concepts and Java-based applications
Experience managing data flow from VM-hosted environments or transactional databases (MySQL)
Company
Connelly Partners
Connelly Partners is an independent marketing agency involved in digital entertainment sector.
Funding
Current Stage
Growth StageRecent News
2025-08-25
Boston Globe
2025-08-19
2025-03-26
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