20 Aug
|
Birch Tree Consulting
|
Noida
20 Aug
Birch Tree Consulting
Noida
We are seeking an experienced Senior Snowflake Data Engineer to design, build, and optimize scalable data solutions within complex enterprise environments. This is a hands-on engineering role focused on developing reliable data pipelines, improving Snowflake performance and cost efficiency, and modernizing existing data-processing workloads.
Role & responsibilities
- Design, develop, and maintain scalable data pipelines and transformation workflows within Snowflake.
- Build and optimize ELT/ETL processes using SQL, Python, Snowpark, dbt, and Snowflake-native capabilities.
- Modernize existing Python- and stored-procedure-based pipelines using set-based processing, incremental loading, and reusable engineering patterns.
- Implement Snowflake-native data-processing solutions using Dynamic Tables, Streams, Tasks, and stored procedures.
- Improve platform performance and cost efficiency through query tuning, warehouse right-sizing, clustering strategies, workload isolation, and auto-suspend and auto-resume policies.
- Develop reliable orchestration, dependency management, monitoring, error handling, retry, and recovery mechanisms.
- Design and maintain dimensional, relational, and domain-oriented data models.
- Implement data-quality checks, observability, testing, lineage, and documentation standards.
- Integrate data from batch and real-time sources using tools such as Fivetran, Kafka, Airflow, or similar technologies.
- Contribute to CI/CD pipelines, infrastructure-as-code practices, and automated deployment processes.
- Work closely with architects and client stakeholders to translate business and technical requirements into production-ready solutions.
- Participate in code reviews, technical design discussions, estimation, and Agile delivery activities.
Required candidate profile
- 7+ years of experience in data engineering, including significant hands-on experience with Snowflake.
- Advanced SQL skills, including complex transformations, query optimization, and stored procedure development.
- Strong Python development experience for data processing, automation, and pipeline development.
- Hands-on experience with Snowpark and Snowflake-native capabilities such as Agile Tables, Streams, and Tasks.
- Proven experience designing and supporting scalable ELT/ETL pipelines in production environments.
- Strong understanding of Snowflake performance and cost optimization, including warehouse sizing, query profiling, clustering, and workload management.
- Experience with data modeling, incremental processing, pipeline orchestration, and dependency management.
- Experience with dbt or a comparable data transformation framework.
- Familiarity with at least one major cloud platform: AWS, Azure, or GCP.
- Experience with Git, CI/CD, automated testing, and modern software delivery practices.
- Strong troubleshooting, analytical, and problem-solving skills.
- Effective written and verbal communication skills, including the ability to collaborate directly with technical and business stakeholders.
Preferred Qualifications
- Experience with Fivetran, Kafka, Airflow, or similar ingestion and orchestration tools.
- Familiarity with Terraform or another infrastructure-as-code platform.
- Experience with Snowflake Iceberg Tables or modern lakehouse architectures.
- Exposure to Snowflake Cortex, including Cortex Analyst, Cortex Search, or Cortex LLM functions.
- Experience supporting business continuity and disaster recovery strategies.
- SnowPro Core or SnowPro Advanced certification. (Must)
📌 Sr. Snowflake Data Engineer (Noida)
🏢 Birch Tree Consulting
📍 Noida