Lead customer data onboarding, including mapping, cleansing, transforming, and importing data from competitor platforms, spreadsheets, and ad-hoc sources
Build and maintain repeatable ingestion processes and scripts using Python, SQLAlchemy, and Postgres
Partner with Customer Success Managers to define data requirements and onboarding timelines
Translate messy, inconsistent customer data into clean internal schemas with accuracy and consistency
Maintain a library of reusable migration utilities, validation scripts, and automation tools
Own internal and external reporting requests requiring SQL or data extraction
Perform one-time data cleanups, corrections, and backfills directly in the SaaS database
Investigate data anomalies and support engineering with root-cause analysis
Improve and maintain ETL pipelines to reduce manual engineering work
Build lightweight automations to streamline recurring operational workflows

Requirements

Strong SQL skills (Postgres preferred)
Comfort working with large, messy Excel, Google Sheets, and CSV datasets
Python proficiency (SQLAlchemy strongly preferred)
Experience designing data transformations, mappings, and validations
Solid understanding of ETL principles, automation, and scripting
Ability to interpret data models and navigate relational schemas
High attention to detail and a strong data quality mindset
Clear communicator with both technical and non-technical partners
Experience with Python-based migration or ETL frameworks
Familiarity with SaaS data structures, multi-tenant databases, or systems like CRM, ATS, or LMS platforms
Experience building reusable internal tools for data operations
Exposure to Git and basic DevOps workflows
Comfort troubleshooting and working in production-like environments

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

SQLPythonSQLAlchemyPostgresETLdata transformationsdata mappingsdata validationsdata extractiondata cleanup

Soft Skills

attention to detaildata quality mindsetclear communicationcollaborationproblem-solving