Data Quality / Data Validation Engineer

Hire Top Data Quality / Data Validation Engineers in India!

Hire SME-vetted Data Quality & Data Validation Engineers from Benchkart’s AI-powered talent network to ensure accuracy, reliability, and trustworthiness across your entire data ecosystem, with shortlists delivered in as little as 48 hours.
Reviewed on
Rated 4.5 out of 5
18
+

Years of experience

98
%

Customer satisfaction

What Makes Benchkart a Great Partner for Hiring Data Quality / Data Validation Engineers?

Benchkart blends AI-driven talent intelligence, a deep vendor ecosystem, and Avance Group’s governance to deliver enterprise-grade data validation with unmatched accuracy and reliability.

Security-First Delivery

Data integrity controls, governed access, compliance-aligned validation workflows, and enterprise SLAs.

Proven Talent Network

DQ engineers sourced from our bench, passive network, and 2,000+ vetted data-engineering partners.

Growth-Driven Engineering

Engineers focused on high-quality data delivery, automated validation, reconciliation, lineage verification, and process reliability.

Cutting-Edge Tech Stack

Developers bring hands-on expertise in:

Proficiency in Great Expectations

dbt tests

AWS/Azure/GCP DQ frameworks

Informatica DQ

Talend DQ

Python

SQL

pytest

Airflow, and metadata platforms

Hire Data Quality Specialists

Services We Offer

End-to-End Data Quality Framework Development

DQ rules, scorecards, validation workflows, profiling, and enterprise-quality metrics.

Automated Data Validation Pipelines

Python-based test harnesses, dbt tests, Great Expectations suites, and CI/CD-integrated validation.

Data Reconciliation & Consistency Checks

Source-to-target checks, schema validation, completeness rules, duplicate detection, and anomaly tracking.

Metadata, Lineage & Governance Integration

Catalog integration, lineage verification, rule documentation, and governed audit trails.

DQ for Cloud Data Platforms

High-accuracy validation across Snowflake, BigQuery, Redshift, Databricks, and Synapse.

Data Quality Monitoring & Reporting

DQ dashboards, alerts, scorecards, exception workflows, and SLA-based monitoring.

Expertise of Our Data Quality / Data Validation Engineers

A capability-first view of what you can expect from Benchkart’s Java engineering talent.
  • Data completeness & consistency checks

  •  Pattern & anomaly detection

  •  Rule-based and statistical profiling

Roles & Responsibilities: Engineers analyze datasets to identify gaps, inconsistencies, and anomalies. They build quality baselines, define validation rules, profile data sources, and ensure alignment with governance and analytical requirements.

  • Source-to-target reconciliation

  •  Schema validation

  •  Transformation logic verification

Roles & Responsibilities: They validate ETL logic, ensure correct transformations, verify lineage, perform reconciliation checks, and guarantee that migrated or transformed data matches expected business logic.

  • Snowflake, BigQuery, Redshift DQ patterns

  •  ADF, Glue, Dataflow integration

  •  Airflow DQ orchestration

Roles & Responsibilities: Engineers embed DQ rules into cloud-native pipelines, design scalable quality checks, integrate serverless validation logic, and ensure reliable data flows across distributed systems.

  • Catalog integration

  •  DQ documentation

  •  Rule versioning & audit controls

Roles & Responsibilities: They document transformation logic, validate lineage flows, enforce governance standards, maintain metadata accuracy, and align DQ processes with compliance frameworks.

  • DQ dashboards

  •  Alerts & notifications

  •  SLA tracking & remediation workflows

Roles & Responsibilities: Engineers build real-time dashboards, define quality KPIs, implement automated alerts, manage exceptions, and ensure that DQ issues are escalated and resolved quickly and precisely.

How We Hire Developers

With a structured multi-stage hiring process, we onboard only high-calibre Data Quality & Validation Engineers.

Skill Benchmarking

Thorough CV & background evaluation

Human Vetting

Interview with HR specialist

Experience Validation

Communication & soft-skills assessment

Cultural Fit

Technical interview with Senior DQ Architect

Hire Developers from Benchkart

STEP 1 Inquiry

We understand your data sources, DQ requirements, governance frameworks, target platforms, and quality SLAs.

STEP 2 Developer Selection

AI-matched DQ engineers curated from our bench, vetted partners, and passive specialist networks.

STEP 3 Integration

Engineers integrate with your ETL teams, governance groups, BI analysts, and cloud platforms.

STEP 4 Scaling

Scale your DQ program as your data landscape evolves with Benchkart ensuring governance and continuity.

Hire

Hire a Data Quality / Data Validation Engineer Today

Choose the Right Development Model for Your Business

Flexible models designed for enterprise-grade data quality initiatives.

DQ Team Augmentation

Add skilled Data Quality Engineers to accelerate your validation roadmap.

Dedicated Data Quality & Validation Squad

A specialized team dedicated to DQ, governance, profiling, lineage, and reconciliation.

Full Data Quality Outsourcing

We handle rule creation → automation → monitoring → reporting → continuous improvement.

Top Reasons to Choose Benchkart for Data Quality Engineer Hiring

Quality + speed + governance built for enterprise delivery.

Built on Avance Group’s Talent Engine

AI-driven identification of DQ specialists backed by enterprise governance.

Unmatched Speed 48-Hour Shortlists

Receive curated Data Quality Engineer profiles within 48–72 hours.

Massive Vendor Ecosystem 2000+ Strong

India’s deepest network of data engineering and governance specialists.

Wisestep ATS + CRM Skill-First Precision

AI ranks DQ engineers based on SQL depth, Python skills, governance knowledge, and validation experience.

Bench-Ready Data Quality Engineers

Experts in Great Expectations, dbt test frameworks, Informatica DQ, Talend DQ, Python, SQL, cloud DQ automation, and reconciliation workflows.

Governed Delivery with Enterprise SLAs

Quality gates, rule governance, lineage documentation, validation SLAs, and continuity assurance.

Backed by Avance Group Global Trust

Operating across 14+ countries with extensive experience in data quality and governance programs.

Need a Dedicated Data Quality Engineering Team?

Hire pre-vetted Data Quality Engineers who ensure accuracy, trust, and reliability across your data ecosystem.

Shortlist in 48 hours. Onboarding in 5–10 days.

10M+
talent profiles
2,000+
vetted partners
13+
countries

Operates across

Industries

Industries We Support for Data Quality / Data Validation Engineer Hiring

Benchkart supports DQ initiatives across major, data-intensive industries.

BFSI & FinTech
Healthcare
E-commerce
Manufacturing
SaaS
Logistics
Telecom
Hospitality

FAQs

1. What does a Data Quality / Data Validation Engineer do?

 They ensure data accuracy, completeness, consistency, and reliability across pipelines, warehouses, and reporting systems.

 Great Expectations, dbt test, Informatica DQ, Talend DQ, Python, SQL, Airflow, cloud validation frameworks.

 Typically $20–$45 per hour, depending on domain expertise and automation experience.

 Yes, including Snowflake, BigQuery, Redshift, Synapse, Databricks, and cloud-native ETL tools.

 Absolutely, including schema validation, row/column checks, and transformation logic verification.

 Yes, curated shortlists are typically available within 48–72 hours.

 Yes, collaboration with metadata, lineage, compliance, and business teams is central.

 Yes, including automation engineers, governance analysts, and validation specialists.

 Through automated tests, dashboards, threshold alerts, and SLA-driven monitoring.

 

 You gain access to vetted experts backed by AI-driven matching, governed delivery, and enterprise-grade oversight.

Contact us

Get in Touch with Benchkart Reliable Tech Talent Delivery

We’re happy to answer any questions you may have and help you understand how Benchkart can support your technology hiring and delivery needs.

Your benefits:
What happens next?
1

We schedule a quick call at your convenience

2

We understand your role, timeline, and delivery context

3

We activate the right talent path 

Schedule a Free Consultation