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

analyst

BW Analytics Consultant @ ibm

AU | 2025-12-27
This role involves designing and implementing SAP-based analytics solutions, with a differentiator being hands-on experience with SAP BW/4HANA, Datasphere, and SAC, crucial for government clients... read more »
IBM, SAP, Analytics, DWH, Cloud Computing, SQL, Data Modelling, ETL/ELT, Snowflake, Databricks, Power BI, Tableau, GenAI, AI/ML
analyst

Junior HR Analyst (12-month contract) @ optiver

AU | 2025-12-27
Optiver’s 12‑month Junior HR Analyst post places a data-minded newcomer inside the APAC People Team, tasked with dashboards, ad‑hoc analyses across the employee lifecycle, and data governance... read more »
Data Quality, Data Governance, Management, SQL, BI, Tableau, Databricks
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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analyst

Business Analyst @ hub-24

AU | 2025-12-26
An analyst role anchored in HUB24's data platform, demanding solid SQL chops and finance-domain savvy to craft data products, APIs, and transformative pipelines. You’ll lead migrations from SQL... read more »
SQL, API, Agile/Scrum, Azure DevOps, Jira, Management, Databricks, Analytics, SQL Server, Cloud Computing, Data Analytics
analyst

Global Investment Banking - Business Manager – Analyst @ jpmorganchase

AU | 2025-12-25
JP Morgan’s APAC GIB Analyst role sits at the border of business management and data governance, not a hands-on data engineering post. It promises high visibility across Australia and APAC, with... read more »
Management, Data Analytics, Excel, PowerPoint, Python, DataViz, Tableau, Alteryx, Databricks, Thoughtspot