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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

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,... read more »
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
analytics engineer

【1496】_TE_【東京勤務】Honda SDV開発におけるデータ基盤エンジニア/データサイエンティスト @ honda

JP | 2025-12-25 | JPY 5900000 - 1090000 / year
Honda is fervently pursuing its Software Defined Vehicle (SDV) initiative, seeking a data engineer to architect and construct a robust data foundation from their labyrinthine data source web.... read more »
AI/ML, ETL/ELT, Python, SQL, JavaScript, C, AWS, Redshift, AWS Glue, AWS Lambda, GCP, BigQuery, Dataflow, Azure, Synapse, Databricks, Docker, Kubernetes, Jenkins, GitHub, GitLab, Jira, Confluence, Tableau, Power BI, Superset, Pandas, TensorFlow, PyTorch, GenAI, R, CI/CD
promoted

BigQuery Cost Optimization Guide by Masthead Data

The 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...

data engineer

Cloud & AI Platforms, Senior Data Solution Engineer (大手のお客様向けプリセールス エンジニア) @ microsoft

JP | 2025-12-24
This role involves guiding enterprise clients through secure, scalable cloud database and analytics solutions, with a notable focus on Azure datastores and analytics portfolios. It offers a unique... read more »
Analytics, AI/ML, Cloud Computing, Microsoft, Azure, Fabric, BI, Databricks, Data Governance, SQL, Cosmos, PostgreSQL, Teradata, Netezza, Hadoop, Computer Science, BigQuery, Redshift, Snowflake, DWH, Data Lake, Big Data, Cyber Security, Management, Oracle, Synapse
data engineer

Data Solution Engineer @ microsoft

JP | 2025-12-24
This role involves guiding clients through the modernization of their data platforms using Azure Databases and Analytics, with a notable focus on customer engagement through proofs of concept and... read more »
AI/ML, Microsoft, Cloud Computing, Analytics, Fabric, BI, Databricks, Data Governance, Azure, SQL, Cosmos, PostgreSQL, Teradata, Netezza, Hadoop, BigQuery, Redshift, Snowflake, DWH, Data Lake, Big Data, Cyber Security, Management, Oracle, Synapse
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... read more »
GitHub, Playwright, BigQuery, Looker, Datadog, Jira, Confluence, LLM, AI/ML, Agile/Scrum, Analytics, API, Computer Science, DataViz
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... read more »
AI/ML, Data Analytics, Analytics, Data Modelling, Marketing, Data Engineering, DWH, BigQuery, SQL, Data Governance, BI, GitHub