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Contract Data Engineer - Experimentation Logs Migration

Pedro Alves

Freelance · Mid-level · Los_Angeles

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About the role

A product analytics group is moving experimentation logs from a legacy warehouse setup into a cleaner event model and needs short-term help. The work is concrete: stabilise ingestion, backfill historical data, and ensure downstream reporting survives the transition. This is a good fit for someone who likes operational clarity and is comfortable doing the unglamorous parts well.

Key Deliverables

List the expected deliverables for this project.

Migrate experimentation event logs into the new warehouse model
Backfill historical data while preserving dashboard continuity
Create validation checks for record counts and key dimensions
Work with analytics consumers on cutover timing and risk areas
Leave clean documentation and handoff notes for the internal team

Requirements

Technical stack needed for this mission.

Strong SQL and ETL experience in production environments
Python for migration utilities and validation checks
Snowflake or modern warehouse experience
Airflow familiarity for scheduled pipeline work
Experience with event data models and historical backfills
Careful QA habits when business reporting depends on the outcome

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Categories

data science & analytics

Skills

sql etl snowflake python airflow

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Contract Type

Hourly rate

Level

Mid-level

Budget Range

$85 - $110/hour

Duration

3 months

AI Expertise

data science & analytics

Skills

sql etl snowflake python airflow

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