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Snowflake Developer - Python / Spark
First merdianHyderabad8 days ago
Job descriptionUtilize in-depth knowledge of Snowflake architecture, features, and best practices to design efficient and scalable data models and ETL / ELT processes. Develop and optimize complex SQL queries and Snowflake scripting for data manipulation and transformation. Implement Snowflake utilities such as SnowSQL, Snowpipe, Tasks, Streams, Time Travel, and Cloning as needed. Ensure data security and implement appropriate access controls within the Snowflake environment. Monitor and optimize the performance of Snowflake queries and data pipelines. Integrate PySpark with Snowflake for data ingestion and processing. Understand and apply PySpark best practices and performance tuning techniques. Experience with Spark architecture and its components (e.g., Spark Core, Spark SQL, DataFrames). Apply strong understanding of ETL / ELT concepts, data warehousing principles (including dimensional modeling, star / snowflake schemas), and data integration techniques. Design and develop data pipelines to extract data from various source systems, transform it according to business rules, and load it into Snowflake. Work with both structured and semi-structured data, including JSON and XML. Experience with ETL tools (e.g., Informatica, Talend, pyspark) is a plus, particularly in the context of integrating with Snowflake. Actively participate in requirement gathering sessions with business users and stakeholders. Translate business requirements into clear and concise technical specifications and design documents. Collaborate with business analysts and users to clarify ambiguities and ensure a thorough understanding of data and reporting needs. Validate proposed solutions with users to ensure they meet expectations. Work closely with other development teams, data engineers, and business intelligence analysts to ensure seamless integration of Snowflake solutions with other systems. Communicate effectively with both technical and non-technical stakeholders. Provide regular updates on progress and any potential roadblocks. Adhere to and promote best practices in Snowflake development, data warehousing, and ETL processes. Stay up-to-date with the latest Snowflake features and industry trends. Identify opportunities for process improvement and optimization. Bachelor's degree in Computer Science, Information Technology, or a related field. Minimum of 5 years of relevant experience in data warehousing and ETL development, with a significant focus on Snowflake. Strong proficiency in SQL and experience working with large datasets. Solid understanding of data modeling concepts (dimensional modeling, star / snowflake schemas). Experience in designing and developing ETL or ELT pipelines. Proven ability to gather and document business and technical requirements. Excellent communication, interpersonal, and problem-solving skills. Snowflake certifications (e.g., SnowPro Core) are a plus.
Description :
We are seeking a highly skilled and experienced Snowflake Lead responsible for leading the design, development, and implementation of Snowflake-based data warehousing solutions. You will leverage your deep understanding of ETL and Data Warehousing concepts to build robust and scalable data pipelines. A key aspect of this role involves direct interaction with business users to gather and clarify requirements, ensuring that the delivered solutions meet their analytical needs.
Responsibilities :
Leadership & Delivery :
- Lead a module or a team of developers in the design, development, and deployment of Snowflake solutions.
- Take ownership of the end-to-end delivery of Snowflake modules, ensuring adherence to timelines and quality standards.
- Provide technical guidance and mentorship to team members, fostering a collaborative and high-performing environment.
- Contribute to project planning, estimation, and risk management activities.
Snowflake Expertise :
ETL & Data Warehousing :
Requirements Gathering & Clarification :
Collaboration & Communication :
Best Practices & Continuous Improvement :
Qualifications :
(ref : hirist.tech)
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Snowflake Developer • Hyderabad
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