A remote Data Engineer role working with Snowflake, Big Query or cloud data platforms. I enjoy environments that value clean, well-documented pipelines and collaboration, ideally a team where I can keep growing technically while contributing beyond just the code.
Richa Singh
@singharicha
Data Engineer with 2 years of Canadian experience in ETL pipelines, Big Query, Snowflake and large-scale data migration.
What I'm looking for
I’m a Data Engineer with 2 years of hands-on experience in cloud data warehousing, ETL/ELT pipeline development, and large-scale data migration. I’ve delivered end-to-end data solutions using Big Query and Snowflake at a Canadian software company.
I build and maintain ETL/ELT workflows end-to-end with Python orchestration of SQL execution—covering extraction, cleansing, transformation, validation, and load with full documentation for handover. I’ve written and tuned complex SQL/Big Query queries for migration, integration, and reporting, and led a transition from SQL Server staging to Snowflake with staging validation before BigQuery transformations.
I focus on data quality as a product: I designed reusable business rules and validation frameworks to improve completeness and consistency, documented data workflows (including Data Vault 2.0 architecture and quality checks) within the first 90 days, and mentored teammates as an internal SME. I was also awarded the “Collaborating Star” recognition for contributing to one of the team’s most complex deliverables.
Experience
Work history, roles, and key accomplishments
Intermediate Data Specialist
Jana Corporation
Mar 2024 - Mar 2026 (2 years)
Built and maintained end-to-end ETL/ELT pipelines in Python orchestrating sequential SQL steps (extraction, cleansing, transformation, validation, and load) with full handover documentation. Transitioned SQL Server staging to Snowflake, tuned complex BigQuery SQL for migration/integration/reporting, and implemented reusable business rules that improved data completeness and consistency.
Assistant Store Manager
U-Haul Inc.
Oct 2022 - Oct 2023 (1 year)
Analyzed operational reports (inventory, equipment utilisation, and performance metrics) using Excel and internal systems, proactively flagging data discrepancies. Conducted regular data audits to reconcile customer, inventory, and asset records against physical reality.
Education
Degrees, certifications, and relevant coursework
Post-Graduate Diploma in Cybersecurity
Post-Graduate Diploma in Cybersecurity, Cybersecurity
Completed a 2-year Post-Graduate Diploma in Cybersecurity in Canada.
Master of Computer Applications (MCA)
Master of Computer Applications (MCA), Computer Applications
Completed a Master of Computer Applications (MCA) degree in India.
Bachelor of Science (B.Sc)
Bachelor of Science (B.Sc), Science
Completed a Bachelor of Science (B.Sc) degree in India.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
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