Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for knowledge and experience of Databricks products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Databricks over the 6 months to 1 July 2022 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Databricks.

Databricks
UK > Work from Home
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 439 387 266
Rank change year-on-year -52 -121 +49
Permanent jobs citing Databricks 542 252 38
As % of all permanent jobs with a WFH option 0.69% 0.68% 0.43%
As % of the Vendors category 1.85% 1.85% 1.13%
Number of salaries quoted 278 201 19
10th Percentile £50,000 £41,375 £42,500
25th Percentile £60,000 £52,500 £56,250
Median annual salary (50th Percentile) £75,000 £62,500 £72,500
Median % change year-on-year +20.00% -13.79% +18.37%
75th Percentile £88,750 £75,250 £105,000
90th Percentile £105,000 £85,000 -
UK median annual salary £72,500 £67,500 £72,500
% change year-on-year +7.41% -6.90% -6.45%

Databricks is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for knowledge or experience of vendor products and services.

All Vendors
Work from Home
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 29,306 13,587 3,356
As % of all permanent jobs with a WFH option 37.27% 36.51% 37.82%
Number of salaries quoted 16,020 10,441 2,746
10th Percentile £32,500 £32,500 £33,250
25th Percentile £42,500 £41,250 £42,500
Median annual salary (50th Percentile) £57,500 £55,000 £56,500
Median % change year-on-year +4.55% -2.65% -5.83%
75th Percentile £77,500 £72,000 £72,500
90th Percentile £92,500 £85,000 £85,000
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Databricks
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Databricks as a proportion of all IT jobs advertised.

Databricks trend for jobs with a WFH option

Databricks
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Databricks.

Databricks salary trend for jobs with a WFH option

Databricks
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Databricks over the 6 months to 1 July 2022.

Databricks salary histogram for jobs with a WFH option

For the 6 months to 1 July 2022, Databricks job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Databricks.

1 431 (79.52%) Azure
2 352 (64.94%) Data Lake
3 347 (64.02%) SQL
4 299 (55.17%) Data Warehouse
5 297 (54.80%) Python
6 246 (45.39%) Analytics
7 240 (44.28%) ETL
8 227 (41.88%) Data Pipeline
9 225 (41.51%) Azure Data Factory
10 218 (40.22%) Agile
11 214 (39.48%) Apache Spark
12 201 (37.08%) AWS
13 193 (35.61%) Data Engineering
14 192 (35.42%) Finance
15 187 (34.50%) Business Intelligence
16 171 (31.55%) Big Data
17 156 (28.78%) NoSQL
18 152 (28.04%) Microsoft
19 149 (27.49%) Azure Synapse Analytics
20 144 (26.57%) GCP
21 142 (26.20%) Data Modelling
22 141 (26.01%) Data Science
23 135 (24.91%) DevOps
24 134 (24.72%) Power Platform
24 134 (24.72%) PySpark
25 132 (24.35%) Power BI
26 127 (23.43%) Kafka
27 125 (23.06%) Hadoop
27 125 (23.06%) Terraform
28 123 (22.69%) Snowflake

Databricks
Co-occurring IT Skills with a WFH Option by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 214 (39.48%) Apache Spark
2 70 (12.92%) Apache Airflow
3 44 (8.12%) Apache
4 19 (3.51%) Oracle Workflow
5 13 (2.40%) Jupyter
6 12 (2.21%) Apache Pig
7 9 (1.66%) SharePoint
8 6 (1.11%) BizTalk Server
9 2 (0.37%) CMS
9 2 (0.37%) MQSeries
9 2 (0.37%) Solana
10 1 (0.18%) Cloud Foundry
10 1 (0.18%) Luigi
10 1 (0.18%) SAS
Applications
1 7 (1.29%) Campfire
2 1 (0.18%) Chatbot
2 1 (0.18%) Microsoft Excel
Business Applications
1 1 (0.18%) Dynamics CRM
1 1 (0.18%) NetSuite
Cloud Services
1 431 (79.52%) Azure
2 225 (41.51%) Azure Data Factory
3 201 (37.08%) AWS
4 149 (27.49%) Azure Synapse Analytics
5 144 (26.57%) GCP
6 134 (24.72%) Power Platform
7 123 (22.69%) Snowflake
8 57 (10.52%) Azure DevOps
9 47 (8.67%) Amazon Kinesis
9 47 (8.67%) Amazon S3
10 38 (7.01%) Azure Cosmos DB
11 28 (5.17%) GitHub
12 26 (4.80%) AWS CloudFormation
13 21 (3.87%) Azure Monitor
13 21 (3.87%) Azure Stack
14 17 (3.14%) dbt
15 16 (2.95%) Serverless
16 15 (2.77%) Datadog
17 13 (2.40%) Matillion
17 13 (2.40%) npm
Communications & Networking
1 15 (2.77%) Broadband
2 4 (0.74%) Network Security
3 3 (0.55%) Wi-Fi
4 1 (0.18%) DNS
4 1 (0.18%) Internet
4 1 (0.18%) VPN
Database & Business Intelligence
1 352 (64.94%) Data Lake
2 299 (55.17%) Data Warehouse
3 171 (31.55%) Big Data
4 156 (28.78%) NoSQL
5 132 (24.35%) Power BI
6 125 (23.06%) Hadoop
7 99 (18.27%) SQL Server
8 80 (14.76%) Relational Database
9 71 (13.10%) Amazon Redshift
9 71 (13.10%) Tableau
10 68 (12.55%) SQL Server Integration Services
11 66 (12.18%) Apache Hive
12 59 (10.89%) Azure SQL Database
13 54 (9.96%) BigQuery
14 49 (9.04%) SQL Server Reporting Services
15 47 (8.67%) Sqoop
16 45 (8.30%) Azure SQL Data Warehouse
17 44 (8.12%) Amazon Athena
18 37 (6.83%) SQL Server Analysis Services
19 30 (5.54%) RDBMS
Development Applications
1 84 (15.50%) Git (software)
2 44 (8.12%) Jenkins
3 41 (7.56%) CircleCI
4 23 (4.24%) Visual Studio
5 16 (2.95%) GitLab
6 13 (2.40%) JIRA
6 13 (2.40%) SQL Server Management Studio (SSMS)
7 7 (1.29%) ER Studio
7 7 (1.29%) ERwin
7 7 (1.29%) PowerDesigner
8 4 (0.74%) MLflow
9 3 (0.55%) Subversion
10 2 (0.37%) Bitbucket
10 2 (0.37%) FxCop
10 2 (0.37%) Jasmine
10 2 (0.37%) kappa
10 2 (0.37%) Karma Test Runner
10 2 (0.37%) NUnit
10 2 (0.37%) SonarQube
10 2 (0.37%) Team Foundation Server
General
1 192 (35.42%) Finance
2 108 (19.93%) Analytical Skills
3 94 (17.34%) Social Skills
4 70 (12.92%) Banking
5 49 (9.04%) Inclusion and Diversity
6 37 (6.83%) Retail
7 36 (6.64%) Marketing
7 36 (6.64%) Public Sector
8 32 (5.90%) Games
9 30 (5.54%) Legal
10 25 (4.61%) Local Government
11 17 (3.14%) Publishing
12 15 (2.77%) Esports
12 15 (2.77%) Online Betting
13 11 (2.03%) Presentation Skills
14 10 (1.85%) Law
15 5 (0.92%) Influencing Skills
15 5 (0.92%) Manufacturing
15 5 (0.92%) Organisational Skills
16 4 (0.74%) Back Office
Job Titles
1 320 (59.04%) Data Engineer
2 90 (16.61%) Azure Engineer
3 74 (13.65%) Azure Data Engineer
4 57 (10.52%) Architect
5 55 (10.15%) Senior Data Engineer
6 43 (7.93%) Data Architect
6 43 (7.93%) Developer
7 33 (6.09%) Consultant
8 24 (4.43%) Big Data Engineer
9 23 (4.24%) Data Consultant
9 23 (4.24%) Principal Engineer
10 19 (3.51%) Business Intelligence Developer
11 18 (3.32%) Principal Architect
11 18 (3.32%) Principal Data Architect
12 16 (2.95%) Cloud Engineer
13 15 (2.77%) Analyst
13 15 (2.77%) Azure Specialist
13 15 (2.77%) Data Scientist
14 13 (2.40%) DevOps Engineer
15 12 (2.21%) Senior Architect
Libraries, Frameworks & Software Standards
1 134 (24.72%) PySpark
2 127 (23.43%) Kafka
3 68 (12.55%) .NET
4 64 (11.81%) Spark Streaming
5 41 (7.56%) OAuth
6 34 (6.27%) RabbitMQ
7 27 (4.98%) TensorFlow
8 26 (4.80%) Pandas
9 24 (4.43%) Keras
9 24 (4.43%) React
9 24 (4.43%) Web Services
10 23 (4.24%) AngularJS
11 22 (4.06%) Node.js
12 21 (3.87%) ARM Templates
13 20 (3.69%) NumPy
14 17 (3.14%) H2O
15 16 (2.95%) XML
16 14 (2.58%) Spring
17 13 (2.40%) JSON
17 13 (2.40%) PyTorch
Miscellaneous
1 76 (14.02%) Greenfield Project
2 62 (11.44%) Data Structures
3 60 (11.07%) Algorithms
4 41 (7.56%) IoT
5 27 (4.98%) Management Information System
6 26 (4.80%) Data Centre
7 23 (4.24%) Public Cloud
8 16 (2.95%) Reinsurance
9 15 (2.77%) Online Games
9 15 (2.77%) Sports Betting
10 13 (2.40%) Blockchain
10 13 (2.40%) User Experience
11 11 (2.03%) Self-Motivation
12 6 (1.11%) Data Fabric
12 6 (1.11%) Derivative
13 5 (0.92%) Cloud Native
13 5 (0.92%) Oculus
14 4 (0.74%) Housing Association
14 4 (0.74%) Mobile App
15 3 (0.55%) Enterprise Software
Operating Systems
1 14 (2.58%) Linux
2 6 (1.11%) Windows
3 4 (0.74%) Unix
4 1 (0.18%) Android
4 1 (0.18%) Apple iOS
4 1 (0.18%) Windows Server
Processes & Methodologies
1 246 (45.39%) Analytics
2 240 (44.28%) ETL
3 227 (41.88%) Data Pipeline
4 218 (40.22%) Agile
5 193 (35.61%) Data Engineering
6 187 (34.50%) Business Intelligence
7 142 (26.20%) Data Modelling
8 141 (26.01%) Data Science
9 135 (24.91%) DevOps
10 109 (20.11%) Visualisation
11 107 (19.74%) CI/CD
12 92 (16.97%) Machine Learning
13 81 (14.94%) Data Management
14 76 (14.02%) Data Analytics
15 75 (13.84%) Scrum
16 74 (13.65%) SDLC
17 69 (12.73%) Data Transformation
18 68 (12.55%) Software Engineering
19 67 (12.36%) Data Strategy
20 66 (12.18%) Data Architecture
Programming Languages
1 347 (64.02%) SQL
2 297 (54.80%) Python
3 117 (21.59%) Java
4 93 (17.16%) Scala
5 67 (12.36%) C#
6 46 (8.49%) T-SQL
7 38 (7.01%) JavaScript
8 37 (6.83%) R
9 23 (4.24%) PowerShell
10 19 (3.51%) Bash
10 19 (3.51%) TypeScript
11 13 (2.40%) Data Analysis Expressions (DAX)
12 8 (1.48%) C++
12 8 (1.48%) U-SQL
13 7 (1.29%) C
13 7 (1.29%) Kotlin
14 5 (0.92%) Julia
14 5 (0.92%) Rust
15 3 (0.55%) Shell Script
16 2 (0.37%) PL/SQL
Qualifications
1 30 (5.54%) Degree
2 6 (1.11%) Computer Science Degree
2 6 (1.11%) Master's Degree
3 4 (0.74%) Microsoft Certification
3 4 (0.74%) Security Cleared
4 2 (0.37%) BPSS Clearance
4 2 (0.37%) SC Cleared
Quality Assurance & Compliance
1 28 (5.17%) Data Quality
2 16 (2.95%) QA
3 11 (2.03%) GDPR
4 3 (0.55%) GRC
5 2 (0.37%) Actionable Recommendations
6 1 (0.18%) IFRS
6 1 (0.18%) IFRS 17
6 1 (0.18%) ISO/IEC 27001
6 1 (0.18%) SLA
System Software
1 51 (9.41%) Apache Flume
2 14 (2.58%) Docker
3 8 (1.48%) Active Directory
4 4 (0.74%) HDFS
5 2 (0.37%) Virtual Machines
Systems Management
1 125 (23.06%) Terraform
2 41 (7.56%) Oozie
3 35 (6.46%) Kubernetes
4 15 (2.77%) Opscode Chef
5 13 (2.40%) Consul
6 3 (0.55%) Ansible
6 3 (0.55%) Puppet
7 1 (0.18%) Single Sign-On
Vendors
1 152 (28.04%) Microsoft
2 61 (11.25%) Cloudera
3 47 (8.67%) Oracle
4 43 (7.93%) Google
5 31 (5.72%) Informatica
6 19 (3.51%) Hitachi
6 19 (3.51%) Splunk
7 16 (2.95%) Salesforce.com
8 14 (2.58%) Ab Initio
9 13 (2.40%) SAP
10 7 (1.29%) Alteryx
11 6 (1.11%) Civica
12 4 (0.74%) Cognizant
12 4 (0.74%) IBM
13 3 (0.55%) Dell
13 3 (0.55%) Talend
13 3 (0.55%) Teradata
14 2 (0.37%) StreamSets
15 1 (0.18%) BiZZdesign
15 1 (0.18%) DataRobot