Period
to 14 April 2021

The table below provides summary statistics for permanent job vacancies with 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 14 April 2021 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
6 months to
14 Apr 2021
Same period 2020 Same period 2019
Rank 437 671 875
Rank change year-on-year +234 +204 +303
Permanent jobs citing Databricks 510 316 249
As % of all permanent jobs advertised in the UK 0.61% 0.28% 0.17%
As % of the Vendors category 1.63% 0.68% 0.40%
Number of salaries quoted 409 229 194
10th Percentile £46,250 £42,500 £56,250
25th Percentile £53,750 £52,500 £65,625
Median annual salary (50th Percentile) £67,500 £72,500 £80,000
Median % change year-on-year -6.90% -9.38% +31.15%
75th Percentile £85,000 £86,250 £100,938
90th Percentile £105,000 £100,000 £106,250
UK excluding London median annual salary £60,000 £55,000 £56,500
% change year-on-year +9.09% -2.65% -

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 requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 31,379 46,255 61,929
As % of all permanent IT jobs advertised in the UK 37.68% 40.89% 41.57%
Number of salaries quoted 23,485 35,919 47,943
10th Percentile £31,250 £28,500 £27,750
25th Percentile £39,500 £37,500 £36,250
Median annual salary (50th Percentile) £52,500 £52,000 £50,000
Median % change year-on-year +0.96% +4.00% +5.26%
75th Percentile £70,000 £70,000 £67,500
90th Percentile £85,000 £86,250 £82,500
UK excluding London median annual salary £46,000 £45,000 £45,000
% change year-on-year +2.22% - +5.88%

Databricks
Job Vacancy Trend

Job postings citing Databricks as a proportion of all IT jobs advertised.

Job vacancy trend for Databricks in the UK

Databricks
Salary Trend

3-month moving average salary quoted in jobs citing Databricks.

Salary trend for Databricks in the UK

Databricks
Salary Histogram

Salary distribution for jobs citing Databricks over the 6 months to 14 April 2021.

Salary histogram for Databricks in the UK

Databricks
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Databricks within the UK over the 6 months to 14 April 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +242 473 £70,000 -3.45% 146
UK excluding London +216 235 £60,000 +9.09% 84
London +133 220 £82,500 +10.00% 61
North of England +100 103 £65,000 -7.14% 19
Work from Home -52 93 £62,500 -23.08% 54
Yorkshire +53 62 £65,000 -7.14% 6
South East +126 53 £58,497 -13.34% 22
Midlands +58 46 £62,500 +25.00% 18
North West +50 39 £70,000 - 11
West Midlands +36 27 £65,000 +30.00% 14
East Midlands +33 19 £61,250 +11.36% 4
Scotland +2 12 £70,000 +40.00% 4
South West +28 11 £52,500 +16.67% 6
Wales - 7 £34,500 -
East of England +59 3 £57,500 +21.05% 15
North East - 2 £43,750 - 2

For the 6 months to 14 April 2021, IT jobs citing Databricks also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Databricks.

1 457 (89.61%) Azure
2 316 (61.96%) SQL
3 274 (53.73%) Data Lake
4 263 (51.57%) Python
5 242 (47.45%) Azure Data Factory
6 241 (47.25%) Microsoft
7 240 (47.06%) Business Intelligence
8 238 (46.67%) Analytics
9 219 (42.94%) Power Platform
10 207 (40.59%) Data Warehouse
11 176 (34.51%) Data Modelling
12 175 (34.31%) Power BI
13 171 (33.53%) SQL Server
14 170 (33.33%) ETL
15 147 (28.82%) Agile Software Development
16 133 (26.08%) DevOps
17 130 (25.49%) Apache Spark
18 125 (24.51%) AWS
19 120 (23.53%) Big Data
20 118 (23.14%) Machine Learning
21 113 (22.16%) Azure SQL Database
22 109 (21.37%) Data Engineering
23 99 (19.41%) SQL Server Analysis Services
24 98 (19.22%) Visualisation
25 97 (19.02%) SQL Server Integration Services
26 90 (17.65%) Finance
27 86 (16.86%) Data Science
28 85 (16.67%) Degree
29 80 (15.69%) Analytical Skills
30 77 (15.10%) SQL Server Reporting Services

Databricks
Co-occurring IT Skills 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
1 130 (25.49%) Apache Spark
2 51 (10.00%) Apache
3 31 (6.08%) SharePoint
4 16 (3.14%) Apache Synapse
5 9 (1.76%) SAS
6 8 (1.57%) Apache Pig
7 5 (0.98%) Elasticsearch
8 2 (0.39%) BizTalk Server
8 2 (0.39%) JBoss
8 2 (0.39%) Tomcat
8 2 (0.39%) WebSphere
9 1 (0.20%) Apache Airflow
9 1 (0.20%) Jupyter
9 1 (0.20%) Luigi
Applications
1 25 (4.90%) Microsoft Excel
2 8 (1.57%) SPSS
3 4 (0.78%) Chatbot
Business Applications
1 6 (1.18%) Sparx Enterprise Architect
2 2 (0.39%) Dynamics CRM
3 1 (0.20%) SAP APO
3 1 (0.20%) SAP ERP
Cloud Services
1 457 (89.61%) Azure
2 242 (47.45%) Azure Data Factory
3 219 (42.94%) Power Platform
4 125 (24.51%) AWS
5 60 (11.76%) PaaS
6 47 (9.22%) Azure Machine Learning
6 47 (9.22%) GCP
7 35 (6.86%) SaaS
8 25 (4.90%) Dynamics 365
9 24 (4.71%) Serverless
10 22 (4.31%) Azure Stack
11 20 (3.92%) Amazon Kinesis
11 20 (3.92%) Amazon S3
12 19 (3.73%) Azure Functions
12 19 (3.73%) PowerApps
13 18 (3.53%) GitHub
13 18 (3.53%) IaaS
14 11 (2.16%) Google Sheets
15 9 (1.76%) AWS Lambda
16 7 (1.37%) Data Lake Analytics
Communications & Networking
1 8 (1.57%) FTP
2 6 (1.18%) Internet
2 6 (1.18%) Wireless
3 5 (0.98%) Skype
Database & Business Intelligence
1 274 (53.73%) Data Lake
2 207 (40.59%) Data Warehouse
3 175 (34.31%) Power BI
4 171 (33.53%) SQL Server
5 120 (23.53%) Big Data
6 113 (22.16%) Azure SQL Database
7 99 (19.41%) SQL Server Analysis Services
8 97 (19.02%) SQL Server Integration Services
9 77 (15.10%) SQL Server Reporting Services
10 75 (14.71%) Azure SQL Data Warehouse
11 74 (14.51%) Hadoop
12 49 (9.61%) Tableau
13 48 (9.41%) NoSQL
14 37 (7.25%) Amazon Redshift
15 31 (6.08%) Enterprise Data Warehouse
16 30 (5.88%) Microsoft Analysis Services
17 28 (5.49%) Amazon Athena
18 27 (5.29%) Cosmos DB
19 26 (5.10%) Delta Lake
20 25 (4.90%) Looker
Development Applications
1 16 (3.14%) Git (software)
2 10 (1.96%) ER Studio
2 10 (1.96%) ERwin
3 8 (1.57%) GitLab
3 8 (1.57%) Jenkins
3 8 (1.57%) Subversion
4 4 (0.78%) MLflow
5 3 (0.59%) SQL Server Management Studio (SSMS)
6 2 (0.39%) Atlassian Bamboo
6 2 (0.39%) Bitbucket
6 2 (0.39%) Vagrant
6 2 (0.39%) Visual Studio
7 1 (0.20%) JIRA
7 1 (0.20%) RStudio
7 1 (0.20%) SpecFlow
General
1 90 (17.65%) Finance
2 36 (7.06%) Public Sector
2 36 (7.06%) Retail
3 20 (3.92%) Law
4 18 (3.53%) Banking
5 6 (1.18%) Advertising
5 6 (1.18%) Telecoms
6 4 (0.78%) Front Office
6 4 (0.78%) Manufacturing
6 4 (0.78%) Marketing
7 3 (0.59%) Legal
7 3 (0.59%) Pharmaceutical
8 2 (0.39%) Investment Banking
9 1 (0.20%) Automotive
9 1 (0.20%) Games
Job Titles
1 211 (41.37%) Data Engineer
2 124 (24.31%) Architect
3 90 (17.65%) Azure Engineer
4 72 (14.12%) Azure Architect
5 66 (12.94%) Data Architect
6 58 (11.37%) Developer
7 57 (11.18%) Senior Data Engineer
8 34 (6.67%) Data Scientist
9 33 (6.47%) Solutions Architect
10 29 (5.69%) Business Intelligence Developer
11 27 (5.29%) Consultant
12 26 (5.10%) Python Engineer
13 23 (4.51%) Applications Architect
14 22 (4.31%) Enterprise Architect
15 19 (3.73%) Enterprise Applications Architect
16 18 (3.53%) Azure Developer
16 18 (3.53%) Data Consultant
17 15 (2.94%) Analyst
17 15 (2.94%) Business Developer
18 14 (2.75%) Azure Consultant
Libraries, Frameworks & Software Standards
1 55 (10.78%) .NET
2 39 (7.65%) Kafka
2 39 (7.65%) PySpark
3 34 (6.67%) CSS
4 32 (6.27%) XML
5 27 (5.29%) Ajax
6 25 (4.90%) jQuery
6 25 (4.90%) Twitter Bootstrap
7 20 (3.92%) .NET Core
8 15 (2.94%) TensorFlow
9 14 (2.75%) Natural Language Processing
10 13 (2.55%) HTML
11 12 (2.35%) Pandas
12 11 (2.16%) .NET Framework
13 10 (1.96%) scikit-learn
13 10 (1.96%) Spring
14 9 (1.76%) JSON
14 9 (1.76%) REST
14 9 (1.76%) Spring Boot
15 7 (1.37%) ASP.NET
Miscellaneous
1 80 (15.69%) Analytical Skills
2 25 (4.90%) Greenfield Project
3 24 (4.71%) Enterprise Software
4 23 (4.51%) Algorithms
5 19 (3.73%) Cloud Native
5 19 (3.73%) Management Information System
6 13 (2.55%) Reinsurance
7 9 (1.76%) Credit Risk
7 9 (1.76%) Data Structures
7 9 (1.76%) Market Risk
8 6 (1.18%) Internet of Things
9 5 (0.98%) Fixed Income
9 5 (0.98%) Public Cloud
10 3 (0.59%) Blog
10 3 (0.59%) Hybrid Cloud
10 3 (0.59%) Virtual Team
11 2 (0.39%) Driving Licence
11 2 (0.39%) Podcast
11 2 (0.39%) Social Media
12 1 (0.20%) Mobile App
Operating Systems
1 9 (1.76%) Windows
2 8 (1.57%) Linux
3 6 (1.18%) Unix
4 1 (0.20%) Windows Server
Processes & Methodologies
1 240 (47.06%) Business Intelligence
2 238 (46.67%) Analytics
3 176 (34.51%) Data Modelling
4 170 (33.33%) ETL
5 147 (28.82%) Agile Software Development
6 133 (26.08%) DevOps
7 118 (23.14%) Machine Learning
8 109 (21.37%) Data Engineering
9 98 (19.22%) Visualisation
10 86 (16.86%) Data Science
11 65 (12.75%) Problem-Solving
12 63 (12.35%) Migration
13 62 (12.16%) Data Analytics
14 60 (11.76%) Data Strategy
15 50 (9.80%) Mathematics
16 48 (9.41%) Computer Science
16 48 (9.41%) Continuous Integration
17 46 (9.02%) Microservices
18 45 (8.82%) Data Architecture
19 43 (8.43%) Test Automation
Programming Languages
1 316 (61.96%) SQL
2 263 (51.57%) Python
3 65 (12.75%) C#
4 64 (12.55%) R
5 50 (9.80%) Scala
6 48 (9.41%) T-SQL
7 44 (8.63%) Java
8 30 (5.88%) C
9 24 (4.71%) JavaScript
10 19 (3.73%) PowerShell
11 16 (3.14%) Data Analysis Expressions (DAX)
12 14 (2.75%) Perl
13 11 (2.16%) U-SQL
14 9 (1.76%) C++
15 8 (1.57%) F#
15 8 (1.57%) PL/SQL
16 5 (0.98%) Bash Shell
16 5 (0.98%) Go
16 5 (0.98%) VBA
17 3 (0.59%) Cypher
Qualifications
1 85 (16.67%) Degree
2 25 (4.90%) Computer Science Degree
3 9 (1.76%) Microsoft Certification
4 4 (0.78%) Security Cleared
5 3 (0.59%) ISEB
5 3 (0.59%) MBCS
5 3 (0.59%) SC Cleared
6 2 (0.39%) ISTQB
6 2 (0.39%) ISTQB Foundation Certification
6 2 (0.39%) PhD
7 1 (0.20%) DV Cleared
7 1 (0.20%) Master's Degree
7 1 (0.20%) Postgraduate
7 1 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 21 (4.12%) Data Quality
2 18 (3.53%) QA
3 6 (1.18%) GDPR
4 1 (0.20%) NIST
System Software
1 20 (3.92%) Docker
2 15 (2.94%) HDFS
3 6 (1.18%) Active Directory
3 6 (1.18%) Virtual Machines
4 2 (0.39%) VirtualBox
Systems Management
1 42 (8.24%) Kubernetes
2 21 (4.12%) Terraform
3 3 (0.59%) Ansible
4 2 (0.39%) Docker Swarm
5 1 (0.20%) Hadoop YARN
5 1 (0.20%) Single Sign-On
Vendors
1 241 (47.25%) Microsoft
2 26 (5.10%) Google
3 24 (4.71%) SAP
4 16 (3.14%) Sparx
5 15 (2.94%) Cloudera
6 13 (2.55%) Informatica
7 11 (2.16%) Salesforce.com
8 8 (1.57%) Cognizant
9 7 (1.37%) Alteryx
9 7 (1.37%) Oracle
10 5 (0.98%) Dataiku
10 5 (0.98%) ESRI
10 5 (0.98%) Intel
11 4 (0.78%) NVIDIA
11 4 (0.78%) StreamSets
12 3 (0.59%) Birst
12 3 (0.59%) Dynatrace
12 3 (0.59%) Infor
12 3 (0.59%) Splunk
13 2 (0.39%) Hortonworks