Google BigQuery
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Google’s love letter to SQL fans who hate waiting. A serverless, fully-managed data warehouse, BigQuery excels at handling massive datasets without breaking a sweat—or requiring you to think about infrastructure. Its pay-as-you-go pricing model is straightforward enough to make Redshift sweat, and its seamless integration with the Google ecosystem (hello, Sheets and Looker) is a big plus.
But here’s the catch: it’s great for queries, not for transactions. Updates and deletes? Painfully slow. Complex transformations? Better off in a dedicated ETL tool. And while its flat-rate pricing option is tempting for high-volume users, the cost can balloon if you’re not diligent with query optimization or data partitioning.
Best suited for analytics-first shops with structured data and a love of SQL, BigQuery delivers on speed and simplicity—just don’t bring it to a transaction-heavy brawl.
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Jobs in using Google BigQuery for but please no
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data scientist
Data Scientist, Digital Advertisement/Marketing - Global Ad Technology Supervisory Department (GATD) @ rakuten
JP | 2025-12-27
Rakuten’s GATD is hiring a data scientist to own end-to-end ad delivery optimization—from hypothesis, feature engineering, and offline evaluation to online deployment, A/B testing, calibration,...
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Marketing, Management, Big Data, AI/ML, KPI, MLOps, GCP, Dataflow, Cloud Computing, BigQuery, SQL, Terraform, Ansible, Python, Go, Pandas, NumPy, DataViz, Spark, Analytics, Data Quality, Computer Science, GenAI, Data Streaming, Kafka, Flink, Beam, CI/CD, Docker, Kubernetes, AWS, Azure | ||
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data scientist
Software Engineer, QA - Merpay @ mercari-inc-
JP | 2025-12-24
A QA engineer role at Merpay involves developing AI-enhanced testing strategies and coordinating across multiple teams to ensure high-quality software in a fast-paced environment. The unique...
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GitHub, Playwright, BigQuery, Looker, Datadog, Jira, Confluence, LLM, AI/ML, Agile/Scrum, Analytics, API, Computer Science, DataViz | ||
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promoted
BigQuery Cost Optimization Guide by Masthead DataThe BigQuery Cost Optimization Guide is a valuable resource that offers a deep dive into understanding and managing the complexities of BigQuery costs. It provides practical guidelines and strategies to help you optimize both storage and compute expenses, ensuring you get the most value out of... |
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data scientist
AI/Data Product Engineer - Mercari @ mercari-inc-
JP | 2025-12-24
This role is a high-stakes, technically demanding position requiring expertise in AI/LLM, data engineering, and semantic data infrastructure. The candidate will lead the evolution of a...
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AI/ML, Data Analytics, Analytics, Data Modelling, Marketing, Data Engineering, DWH, BigQuery, SQL, Data Governance, BI, GitHub |