Job Summary:
Veracity Software Pvt. Ltd. is seeking a Data Platform Engineer to design, develop, and maintain complex data pipelines. The role involves implementing best practices for data orchestration and ensuring the performance and reliability of data platforms while collaborating with various stakeholders.
Responsibilities:
โข Design, develop, and maintain complex Airflow DAGs for batch and event-driven data pipelines
โข Implement best practices for DAG performance, dependency management, retries, SLA monitoring, and alerting
โข Optimize Airflow scheduler, executor, and worker configurations for high-concurrency workloads
โข Lead dbt Core implementation, including project structure, environments, and CI/CD integration
โข Design and maintain robust dbt models (staging, intermediate, marts) following analytics engineering best practices
โข Implement dbt tests, documentation, macros, and incremental models to ensure data quality and performance
โข Optimize dbt query performance for large-scale datasets and downstream reporting needs
โข Deploy and manage data workloads on Kubernetes / OpenShift platforms
โข Design strategies for workload distribution, horizontal scaling, and resource optimization
โข Configure CPU/memory requests and limits, autoscaling, and pod scheduling for data workloads
โข Troubleshoot container-level performance issues and resource contention
โข Monitor and tune end-to-end pipeline performance across Airflow, dbt, and data platforms
โข Identify bottlenecks in query execution, orchestration, and infrastructure
โข Implement observability solutions (logs, metrics, alerts) for proactive issue detection
โข Ensure high availability, fault tolerance, and resiliency of data pipelines
โข Work closely with data architects, platform engineers, and business stakeholders
โข Support financial reporting, accounting, and regulatory data use cases
โข Enforce data engineering standards, security best practices, and governance policies
Qualifications:
Required:
โข 10+ years of professional experience in data engineering, analytics engineering, or platform engineering roles
โข Proven experience designing and supporting enterprise-scale data platforms in production environments
โข Expert-level Apache Airflow (DAG design, scheduling, performance tuning)
โข Expert-level DBT Core (data modeling, testing, macros, implementation)
โข Strong proficiency in Python for data engineering and automation
โข Deep understanding of Kubernetes and/or OpenShift in production environments
โข Extensive experience with distributed workload management and performance optimization
โข Strong SQL skills for complex transformations and analytics
โข Experience running data platforms on cloud environments
โข Familiarity with containerized deployments, CI/CD pipelines, and Git-based workflows
Preferred:
โข Experience supporting financial services or accounting platforms
โข Exposure to enterprise system migrations (e.g., legacy platform to modern data stack)
โข Experience with data warehouses (Oracle)
Company:
At Veracity, if you have an idea you want to validate, a product you need to build, or an existing product that needs optimization, our teams are trained to jump in wherever needed. Founded in 2010, the company is headquartered in Iselin, USA, with a team of 51-200 employees. The company is currently Growth Stage.