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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 (this month)

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Jobs in using Databricks for but please no

data engineer

Product Owner / Data Engineer @ iqvia

ES | 2025-12-28
The role involves managing data engineering and AI product development within a fast-paced environment, with the notable differentiator being the need for deep technical fluency combined with... read more »
Data Engineering, AI/ML, Analytics, Snowflake, Databricks, Agile/Scrum, Data Quality, ETL/ELT, Data Modelling, API, Cloud Computing, Azure, Management, Computer Science, Data Science, Spark
data scientist

Data Scientist (Machine Learning) @ kyndryl

ES | 2025-12-28
A data scientist role at Kyndryl's AI Agentic Innovation Hub involves designing and validating machine learning models across the entire lifecycle, with the notable differentiator being its focus... read more »
Go, AI/ML, Data Science, Data Collection, MLOps, Cloud Computing, Analytics, Python, Pandas, NumPy, Matplotlib, TensorFlow, PyTorch, Azure, Amazon SageMaker, Databricks, PhD, NLP, DataViz, BI, Agile/Scrum, Microsoft
promoted

The Fundamentals of Analytics Engineering

The Fundamentals of Analytics Engineering gives a holistic understanding of the analytics engineering lifecycle by integrating principles from both data analysis and engineering. It's a book that teaches concepts and best practices, not just tools and technologies.

data engineer

Senior Data Engineer - Lighthouse @ kpmg-espana

ES | 2025-12-27
Senior Data Engineer at KPMG Lighthouse in Madrid promises cloud-native data work with Snowflake, Databricks and Microsoft Fabric as core platforms. You will design, build and optimize scalable... read more »
Analytics, Cloud Computing, Snowflake, Databricks, Fabric, Python, SQL, Scala, DataOps, CI/CD, Azure, AWS, GCP, Kubernetes, Docker, API
analyst

CIB Accounting Senior Analyst III @ banco-santander

ES | 2025-12-27
Santander’s CIB-backed Accounting Senior Analyst role in Spain promises a steady blend of month-end closing, offshore coordination, and a dash of “digital mindset” reengineering for accounting.... read more »
Management, Go, SQL, Databricks, Power BI
data scientist

Manager - Data & AI @ ernstandyoung

ES | 2025-12-26
EY’s Data & AI Manager role asks you to lead end-to-end data transformations for top clients, shape cloud architectures on Azure and Databricks, and turn strategy into measurable value through... read more »
AI/ML, Cloud Computing, Azure, Databricks, Data Science, Power BI, Agile/Scrum, Synapse, Fabric, Kafka, MLOps, Microsoft
data scientist

Data Science Manager @ world-courier

ES | 2025-12-26 | EUR 3819 - 5456 / month
A Data Science Manager position at Cencora in Lithuania involves leading AI/ML projects, mentoring analysts, and collaborating across IT and business units. The role's differentiator is its focus... read more »
Data Science, Management, Analytics, AI/ML, Go, Data Management, Python, RDBMS, SQL Server, DataViz, Power BI, Databricks, Alteryx, Computer Science, BI, Word, PowerPoint
promoted

O'Reilly Power BI Learning

Master Power BI fast: build basic-to-advanced visuals, apply smart design, use dynamic slicers/filters & new cards, choose the right chart, spotlight key insights, brand and theme reports, and seamlessly publish/share in the Service.

data engineer

Databricks Platform Engineer (f/m/d) @ axpo-group

ES | 2025-12-26
Axpo seeks a Databricks Platform Engineer to ensure the secure, scalable operation of its Azure-based data platform, with an emphasis on automation and compliance. The standout feature is their... read more »
Management, Analytics, Databricks, Azure, Terraform, CI/CD, Datadog, Grafana, GDPR/CCPA, API, Computer Science, Cloud Computing, Azure DevOps, Python, Delta, GitHub, Docker, Linux, Airflow, Dagster, Microsoft
data engineer

Data Engineer (f/m/d) @ axpo-group

ES | 2025-12-25
Axpo’s Group IT role looks like a straight path for a data engineer who likes stitching Databricks on Azure into a lakehouse while juggling on-prem and cloud sources. You’ll build and scale... read more »
BI, Databricks, Azure, Cloud Computing, ETL/ELT, Delta, Data Lakehouse, Data Quality, Power BI, Data Governance, Data Engineering, Python, PySpark, SQL, Git, CI/CD, GitHub, Computer Science, Agile/Scrum, Microsoft
data engineer

Data Engineer Scala Spark @ capgemini

ES | 2025-12-25
Capgemini pitches a Data Engineer role inside a global, multi-sector data practice. Expect to build pipelines from scratch, manage batch and real-time workloads with Apache Spark, and stitch ETLs... read more »
Spark, Python, Scala, Cloud Computing, Azure, AWS, GCP, Databricks, Synapse, Airflow, AI/ML
analytics engineer

Collibra Platform Engineer @ nationale-nederlanden

ES | 2025-12-24
NN Digital Hub, the Madrid-based arm of Nationale Nederlanden, pitches itself as delivering automated, real-time insurance product management via a Collibra-governed data stack. The role is a... read more »
Management, Collibra, Data Governance, BI, DevOps, Computer Science, API, Java, Python, CI/CD, Databricks, Azure, Agile/Scrum
ES | 2025-12-23
This role involves designing and deploying AI and analytics solutions with a focus on machine learning, deep learning, and data pipelines, making it a technical analyst position. The standout... read more »
AI/ML, RNNs, Cloud Computing, Databricks, AWS, S3, Amazon EMR, AWS Lambda, Amazon SageMaker, Python, PySpark, Big Data, NumPy, Pandas, PyTorch, TensorFlow, API
data engineer

Spark Developer con SQL (Híbrido Málaga) @ ustglobal

ES | 2025-12-23
UST pitches itself as a US multinational with Top Employer status, and the role cleanly maps to a bank-facing data engineering mandate: build and optimize Spark pipelines in Azure Databricks,... read more »
Spark, SQL, Databricks, GitHub, Agile/Scrum, PySpark, Azure
data engineer

Full Stack Developer (Java/Angular) with Data - Hybrid Málaga @ ustglobal

ES | 2025-12-23
UST’s Málaga posting sells a hybrid Full Stack Developer role that’s supposedly data-centric but reads like a data-platform engineer with Java/Angular DNA. You’ll build systems for financial... read more »
Java, Unix, Data Analytics, Power BI, Qlik, Databricks, AWS
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 scientist

Data Technical Expert (IA) - Híbrido Málaga @ ustglobal

ES | 2025-12-23
The role involves providing technical leadership in data and AI, designing and deploying complex data platforms, pipelines, and models, with a notable emphasis on architecture and best practices.... read more »
AI/ML, Cloud Computing, Big Data, Data Streaming, MLOps, Python, SQL, Scala, Java, R, AWS, Azure, GCP, Spark, Databricks, Hadoop, Kafka, Airflow, Trino, NoSQL, Docker, Kubernetes, CI/CD, IaC
data scientist

Data Architect @ prodware

ES | 2025-12-22
This role is a data architect seeking to design scalable and secure data architectures on Azure, leading data ingestion, transformation, and modeling in batch, real-time, and streaming... read more »
Microsoft, Azure, AI/ML, BI, Data Streaming, IoT, Big Data, Databricks, Synapse, Power BI, Fabric, Data Lake, SQL, Cosmos, Agile/Scrum, DevOps, MLOps