Databricks

big data, analytics, spark
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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.

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Jobs in using Databricks for but please no

data scientist

Senior Data Scientist, ANZ @ airwallex

AU | 2025-12-28
Airwallex seeks a data scientist with over five years' experience and expertise in forecasting, SQL, Python or R, and data architecture tools like Airflow, Databricks, and dbt. The role's... read more »
Management, AI/ML, Data Science, Go, Marketing, Data Engineering, Computer Science, SQL, Python, R, Airflow, Databricks, dbt, Oracle
data scientist

Senior Azure Cloud Customer Experience Engineer @ microsoft

AU | 2025-12-26
Microsoft seeks a customer-obsessed advanced cloud engineer to resolve complex Azure issues, support key projects, and serve as the voice of the customer. The role's differentiator is its emphasis... read more »
Microsoft, Cloud Computing, Azure, Management, Computer Science, Data Analytics, AI/ML, Linux, Kubernetes, Big Data, SQL, Cosmos, PostgreSQL, Databricks, ADF, Redis, Analytics, Grafana, Datadog
promoted

Masthead Data

Masthead 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 scientist

Sr. Deployment Strategist @ databricks

AU | 2025-12-25
This role involves managing multi-million dollar client engagements from discovery to full adoption, blending strategic communication with project execution. A notable differentiator is the... read more »
Databricks, C, Management, Agile/Scrum, AI/ML, Analytics, Data Lakehouse, Spark, Delta
data scientist

Sr. Forward Deployment Engineer @ databricks

AU | 2025-12-25
A Sr. Forward Deployed Engineer embeds with strategic clients to architect and deliver custom fullstack applications on the Databricks platform, bridging data engineering, AI, and application... read more »
Databricks, Data Engineering, AI/ML, Python, SQL, Java, Scala, JavaScript, TypeScript, API, LLM, C, Analytics, Data Lakehouse, Spark, Delta
data scientist

Azure Advanced Cloud Engineer 2 - Japanese Speaking @ microsoft

AU | 2025-12-24
The role involves supporting Azure customers by troubleshooting complex technical issues, acting as the voice of the customer, and coordinating with product teams. A key differentiator is the... read more »
Microsoft, Cloud Computing, Azure, Management, Computer Science, Data Analytics, AI/ML, Linux, Kubernetes, Big Data, SQL, Cosmos, PostgreSQL, Databricks, ADF, Redis, Analytics, Grafana, Datadog
data scientist

Senior Azure Cloud Customer Experience Engineer @ microsoft

AU | 2025-12-24
This role involves providing technical support to Azure customers by troubleshooting issues, analyzing incident trends, and acting as a bridge between customer feedback and product teams. A unique... read more »
Microsoft, Cloud Computing, Azure, Management, Computer Science, Data Analytics, AI/ML, Linux, Kubernetes, Big Data, SQL, Cosmos, PostgreSQL, Databricks, ADF, Redis, Analytics, Grafana, Datadog
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...

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data scientist

Senior Counsel, Employment (APAC) @ databricks

AU | 2025-12-23
Databricks hunts for a Senior Counsel, Employment (APAC), an in-house employment lawyer who will shape HR risk and policy across Australia, India, Japan, South Korea, Singapore and beyond, while... read more »
Databricks, Management, AI/ML, Analytics, Data Lakehouse, Spark, Delta
data scientist

Senior Counsel, Employment (APAC) @ databricks

SG | 2025-12-23
Databricks seeks a Senior Counsel, Employment (APAC), a policy-forward in-house role rather than a data project, reporting to Global Employment and Litigation. The APAC brief spans Australia,... read more »
Databricks, Management, AI/ML, Analytics, Data Lakehouse, Spark, Delta
data scientist

Manager, Field Engineering @ databricks

AU | 2025-12-23
A managerial role to build and lead a pre-sales Solutions Architects team at Databricks, emphasizing collaboration and revenue growth with a focus on data, AI, and cloud solutions. A key... read more »
Databricks, Marketing, Big Data, Cloud Computing, SaaS, AI/ML, Data Engineering, Data Science, Analytics, Data Lakehouse, Spark, Delta