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Valce Talent Solutions

Salesforce Dev

Posted 2 days ago
5-10 years experience
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AI Summary

Design, develop, and optimize end-to-end ELT pipelines and data models using Snowflake, Fivetran, and dbt. Collaborate with stakeholders to ensure data integrity, security, and performance while creating user-enablement tools like Streamlit apps.

Remote

Advanced english

Primary Skillset:

· Data Modeling & ELT: Design, develop, and optimize data models and ELT processes using Snowflake for efficient data processing and analytics.

· Design and implement end-to-end ELT pipelines for loading data from various sources into Snowflake using Fivetran.

· Implement data transformation logic using SQL and dbt ensuring the integrity, accuracy, and consistency of data.

· Optimize data loads and transformations for scalability and performance using Snowflake’s micro-partitioning and clustering features.

· Collaborate with data architects and business stakeholders to understand data requirements.

· Create Streamlit apps for user enablement and maintenance tasks

· Develop and maintain documentation for data processes and solutions.

· Ensure data quality, governance, and security within the Snowflake environment.

· Troubleshoot and resolve issues related to the Snowflake data warehouse.

· Stay updated with the latest Snowflake features and best practices.

· API Integrations: Work on integrating Snowflake with external APIs for seamless data extraction and transfer using Fivetran.

DevOps Integration - Secondary

· Github Experience: Proficiency with Github for:

· Source control management

· Automating deployments

· Deploying Snowflake scripts and dbt models across different environments

· Managing ELT pipeline deployments

Qualifications:

· Proven experience as a Snowflake Developer with hands-on experience in Snowflake data warehousing solutions.

· Data Architecture: Strong understanding of Snowflake platform features, including micro-partitioning, file processing from AWS S3, and data quality practices.

· Expertise in writing and optimizing SQL queries, including complex queries, CTEs, and stored procedures (using JavaScript within Snowflake).

· Solid experience in working with dbt.

· Knowledge of Python for data engineering tasks and automation.

· Familiarity with designing and managing data pipelines and ELT processes.

· Excellent communication skills and the ability to collaborate effectively with cross-functional teams.

Preferred Skills:

· Experience in using the ETL tools like DBT/SnapLogic for building ELT pipelines, testing, and deploying transformation models. DBT/SnapLogic is preferred.

· Hands-on experience with AWS services and DevOps tools (e.g., CloudFormation, Terraform) for deploying AWS resources such as Lambda, SQS, and SNS.

· Familiarity with legacy Microsoft SQL platforms and integrating these with modern cloud-based data solutions.

· Strong problem-solving skills and the ability to thrive in a collaborative and fast-paced environment.

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