Data Backfill Audit

1 week ago


Delhi, Delhi, India HyreFox Consultants Full time

Why do we need this role?

In Q4 2021, Chegg performed a historical data backfill of Adobe logs. Site activity from our legacy Adobe

logs was transformed and migrated into the structure of our Chegg-owned event schema. During the

project, key metrics were validated to ensure that the transformed data aligned with historical metrics.

Over the last four months, as more reports cut over to the new data source, we've discovered issues in

the secondary and tertiary metrics that were never validated during the backfill. Reacting to these

issues is 1) causing data users to become less trustful of data and 2) sucking up bandwidth from teams

who are already committed to H1 and H2 roadmap programs.

What will this role deliver?

This role will perform an audit of our event data to identify data issues and work with the Data Engineer

Contractor to resolve them. The initial focus will be on validating secondary and tertiary metrics from

the historical. The audit and reprocessed data will deliver a purified event lake that is accurate and

trusted.

Responsibilities

This role will identify issues in the historical backfill, determine the root cause of issues, determine the

best method to resolve the issue and write the data spec that instructs Data Engineering how to resolve

the issue. Key to this role will be having the ability to formulate complex data queries, construct and

test hypotheses as to what might've caused a data issue, then partner with engineering to resolve the

gaps.

Requirements


• 3-7 years of demonstrated success in an analytics role developing and analyzing data processing

frameworks


• Top-decile data wrangling skills; strength in SQL and Python for data analysis and transformations


• Experience with Adobe Analytics Clickstream logs preferred


• Experience with data models and database technologies, especially Redshift and Spark


• Experience with Databricks preferred


• Experience troubleshooting and resolving data quality issues


• Able to communicate clearly, especially with written documentation


• Self-motivated, independent, organized and proactive, highly responsive, flexible and adaptable

when working across teams


• Bachelor's degree in a quantitative field (e.g. engineering, sciences, math, statistics, business or

economics) required. Master's degree in a quantitative field preferred


• Passionate about producing high-quality data products and communicating recommendations

Other Details

Keywords : .
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