Data Engineer - Validation & quality

Tech AI startup in Bangalore

Data Engineer - Validation & quality

Recruit Square

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Data Engineer - Validation & quality

at Tech AI startup in Bangalore

Agency job

via Recruit Square

4 - 8 yrs

₹12L - ₹18L / yr

Remote only

Skills

pandas

NumPy

MLOps

SQL

ETL

Kernel Programming

Data Engineer – Validation & Quality

Responsibilities

Build rule-based and statistical validation frameworks using Pandas / NumPy.
Implement contradiction detection, reconciliation, and anomaly flagging.
Design and compute confidence metrics for each evidence record.
Automate schema compliance, sampling, and checksum verification across data sources.
Collaborate with the Kernel to embed validation results into every output artifact.

Requirements

5 + years in data engineering, data quality, or MLOps validation.
Strong SQL optimization and ETL background.
Familiarity with data lineage, DQ frameworks, and regulatory standards (SOC 2 / GDPR).

Data Engineer – Validation & Quality

Responsibilities

Build rule-based and statistical validation frameworks using Pandas / NumPy.
Implement contradiction detection, reconciliation, and anomaly flagging.
Design and compute confidence metrics for each evidence record.
Automate schema compliance, sampling, and checksum verification across data sources.
Collaborate with the Kernel to embed validation results into every output artifact.

Requirements

5 + years in data engineering, data quality, or MLOps validation.
Strong SQL optimization and ETL background.
Familiarity with data lineage, DQ frameworks, and regulatory standards (SOC 2 / GDPR).

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