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Data Assurance Analyst
Deeplight AIData Assurance Analyst ensuring data integrity and quality within AI projects for financial services. Collaborating on data processes while maintaining robust checks and balances.
Tech Stack
Tools & technologiesAWSCloudPythonSQL
About the role
Key responsibilities & impact- Deploying Soda Core checks across Bronze, Silver, and Gold layers, analysing how quality at the source impacts downstream AI and analytics.
- Performing rigorous source-to-target reconciliation and checksums to ensure no "silent failures" occur during complex AWS Glue or Data Factory migrations.
- Maintaining data quality scorecards within OpenMetadata and support the operationalization of Data Contracts between producers and consumers.
- Monitoring automated alerts, perform initial root-cause analysis on data drift or schema failures, and collaborate with squads to implement permanent countermeasures.
- Maintaining "human-centric" runbooks and documentation that make data quality standards accessible to both technical and non-technical team members.
- Working alongside Data Engineering squads to embed automated validation checks into existing live data flows.
Requirements
What you’ll need- What we need from you:
- - 2–4 years of experience in Data Engineering, Data Analysis, or specialized Data QA roles.
- - Practical understanding of Lakehouse architectures and the Medallion (Bronze/Silver/Gold) design pattern.
- - Strong proficiency in SQL and Python for data validation and script automation.
- - Hands-on experience with AWS services (specifically S3, Glue, and Athena) or similar cloud data stacks.
- - A degree in Computer Science, Data Science, Information Systems, or a related field.
- - The ability to look beyond a failed check to understand the root cause and its broader business impact.
- - An uncompromising eye for data accuracy, ensuring that referential integrity and checksums are perfectly aligned.
- - Comfortable working in fast-paced environments using Jira and participating actively in Scrum ceremonies.
- - The ability to communicate technical issues clearly and constructively, fostering a culture of quality within the engineering team.
Benefits
Comp & perks- **Benefits & Growth Opportunities:**
- - Competitive salary
- - Comprehensive health insurance
- - Professional development and certification support
- - Opportunity to work on cutting-edge AI projects
- - Flexible working arrangements
- - Monthly employee Incentive program
- - Career advancement opportunities in a rapidly growing AI company
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
SQLPythondata validationscript automationAWS GlueAWS S3AWS AthenaLakehouse architectureMedallion design patterndata quality
Soft Skills
root cause analysisdata accuracycommunicationcollaborationproblem-solvingattention to detailadaptabilityteamworkcritical thinkingfostering quality culture