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Spark on steroids, with a side of notebooks. Touted as the go-to platform for unified analytics, Databricks brings managed Spark clusters, collaborative notebooks, and seamless integration with cloud storage under one (expensive) roof. If you’re wrangling massive datasets or running complex ML workflows, it’s a powerful choice—especially for distributed computing without sweating over cluster management.
But let’s not ignore the elephant in the room: Databricks is a jack-of-all-trades but master of none. Its notebooks are decent, though hardly revolutionary. Its SQL features lag behind dedicated warehouses like Snowflake, and costs can escalate quickly if you’re careless with cluster sizing or fail to shut things down.
Ideal for hybrid teams juggling data engineering and data science, but for pure analytics or lightweight ETL? Consider simpler, cheaper alternatives. A brilliant tool if your problems fit its paradigm—just don’t expect it to be your one-size-fits-all solution.
Used together with Databricks
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Compare to other data warehousesJobs (this month)
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Jobs in using Databricks for but please no
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data engineer
Sr. Product Manager, Data Engineering @ databricks
US | 2025-12-28
| USD
115400 - 204200
/ year
Databricks seeks a lead product manager for Lakeflow, the company's upcoming unified data-ingestion, transformation, and real-time streaming layer. The role is heavy on vision, strategy, and...
read more »
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Databricks, AI/ML, Data Engineering, Data Streaming, Management, Go, Marketing, Data Science, DWH, BI, SaaS, Computer Science, Analytics, Data Lakehouse, Spark, Delta | ||
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data engineer
Data Engineer Graduate (Monetization Data) - 2026 Start (BS/MS) @ tiktok
US | 2025-12-28
| USD
118657 - 177000
/ year
TikTok’s Ads Data Team touts petabyte-scale pipelines and a robust data foundation, but the role reads like a graduate recruitment brochure stepping into the real world: onboarding by year-end...
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Marketing, AI/ML, Data Quality, Data Governance, Computer Science, SQL, RDBMS, Python, Java, Go, Data Modelling, DWH, ETL/ELT, Big Data, Hadoop, Spark, Kafka, Flink, Cloud Computing, Snowflake, Databricks, BigQuery, BI | ||
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promoted
O'Reilly: Building AI Agents with Model Context Protocol (MCP)Design and implement composable agent architectures using MCP. Understand the MCP architecture and how it enables AI applications to access external context. Build MCP servers that expose tools, resources, and prompts to LLMs. |
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data engineer
2026 Intern - Enterprise Marketing AI Data Engineer @ adobe
US | 2025-12-27
| USD
38 - 51
/ hour
Adobe’s Enterprise Marketing Data Engineering AI Intern slots you into the data pipeline for AEP, RTCDP and CJA, building AI-enabled marketing data products and prototypes while collaborating with...
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Marketing, Data Engineering, AI/ML, CDP, Analytics, GenAI, Databricks, Spark, Python, Data Modelling, Go, Data Quality, Computer Science, SQL, PySpark, ETL/ELT, Cloud Computing, Azure, AWS, GCP, DataViz, Power BI, Tableau | ||
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data engineer
Senior Data Engineer - Data Engineering @ plaid-
US | 2025-12-26
| USD
180000 - 270000
/ year
Plaid's data engineering role is essentially about crafting the golden datasets to fuel its mission of financial empowerment—innovative in its premise but plagued by typical industry jargon. The...
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SQL, Python, dbt, Airflow, Redshift, ELK, BI, Marketing, Data Quality, Data Engineering, Data Lake, DWH, Snowflake, Databricks, Spark, Kafka, Analytics | ||
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data engineer
Head of Data Engineering, Financial Platform @ joinblock
US | 2025-12-25
| USD
239600 - 359400
/ year
The role oversees a financial data engineering team to maintain data warehouses and lakehouse systems supporting financial domains like acquiring, issuing, chargebacks, and banking data. A key...
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Cyber Security, Data Engineering, Analytics, Data Lakehouse, DWH, AI/ML, Data Science, Snowflake, Databricks, SQL, Python, CI/CD, Airflow, Prefect, Spark, Cloud Computing, AWS, Data Modelling, Data Contracts, C | ||
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data engineer
Software Engineer @ liveramp
US | 2025-12-25
| USD
99500 - 155000
/ year
LiveRamp seeks engineers to develop scalable identity resolution solutions within a cloud-agnostic SaaS platform, emphasizing privacy and security. The standout is their global, customizable...
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SaaS, Cloud Computing, GCP, AWS, Snowflake, Databricks, Azure, IaC, Docker, Kubernetes, Terraform, Data Science, Data Streaming, API, Marketing, Management, Java, Python, Go, Big Data, Spark, Airflow, Dataflow, BigQuery, Cloud Storage, AI/ML, Data Analytics | ||
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promoted
Masthead DataMasthead is a data reliability platform built for Google Cloud, focused on detecting anomalies and ensuring smooth data pipeline operations. It offers real-time notifications for data issues and pipeline errors without direct access to your sensitive data. |
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data engineer
Data Engineer @ stefanini-na-apac
US | 2025-12-23
A Data Engineer at Stefanini is tasked with designing scalable data pipelines for diverse sources, emphasizing security and automation, with a stated differentiator of employing a security-first...
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Agile/Scrum, CDP, Data Engineering, Management, Computer Science, Databricks, Collibra, Python, PySpark, NoSQL, dimensional modeling, Modern Data Stack, S3, Spark, Airflow, Data Lakehouse, Cloud Computing, Redshift, Snowflake, ETL/ELT, Big Data, AWS | ||
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data engineer
Data Engineer, Active Grid Response @ gridwareinc
US | 2025-12-23
Gridware seeks a data engineer to develop ETL/ELT pipelines for its Active Grid Response platform, emphasizing high-precision sensor data integration and real-time processing, with a notable focus...
read more »
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Management, Data Lakehouse, Analytics, ETL/ELT, Data Lake, Python, SQL, Databricks, Data Quality, Data Science, Cloud Computing, Big Data, Spark, Airflow, Dagster, Prefect, Data Streaming, Kafka, Kinesis, Data Modelling, IoT, Protobuf, Avro, Parquet, Grafana | ||
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data engineer
Data Engineer - III @ software-guidance-&-assistance
US | 2025-12-23
A Data Engineer - III role with SGA involves managing scalable data pipelines, collaborating across teams, and implementing best practices for data security and automation. The differentiator is...
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Agile/Scrum, CDP, Data Engineering, Management, Computer Science, Databricks, Collibra, Python, PySpark, NoSQL, dimensional modeling, Modern Data Stack, S3, Spark, Airflow, Data Lakehouse, Cloud Computing, Redshift, Snowflake, ETL/ELT, Big Data, AWS | ||
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data engineer
Data Engineer @ amy's-kitchen
US | 2025-12-22
| USD
97600 - 146400
/ year
Amy’s Kitchen seeks an Application Engineer who doubles as a data-pipeline artisan, stitching Azure Data Factory, Synapse and Databricks with SQL, Power BI and Oracle BI into reliable,...
read more »
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ADF, Synapse, Databricks, SQL, Power BI, Oracle, BI, Analytics, ETL/ELT, Management, Agile/Scrum, Data Engineering, DAX, Azure DevOps, CI/CD, Azure, ERP, Data Modelling, DWH, Cloud Computing, Bash, Linux, Git |