Period
to 12 May 2021

The table below provides summary statistics for permanent job vacancies advertised in England 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 12 May 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 > England
6 months to
12 May 2021
Same period 2020 Same period 2019
Rank 429 642 813
Rank change year-on-year +213 +171 +352
Permanent jobs citing Databricks 509 277 282
As % of all permanent jobs advertised in England 0.65% 0.31% 0.21%
As % of the Vendors category 1.71% 0.75% 0.50%
Number of salaries quoted 413 197 215
10th Percentile £46,250 £42,500 £52,500
25th Percentile £54,000 £53,750 £61,250
Median annual salary (50th Percentile) £70,000 £72,500 £77,500
Median % change year-on-year -3.45% -6.45% +3.33%
75th Percentile £83,750 £87,500 £90,000
90th Percentile £103,750 £101,250 £106,250
UK median annual salary £67,500 £72,500 £77,500
% change year-on-year -6.90% -6.45% +18.32%

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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 29,812 37,001 56,063
As % of all permanent IT jobs advertised in England 37.86% 40.74% 41.64%
Number of salaries quoted 22,352 28,830 43,501
10th Percentile £31,250 £29,000 £27,500
25th Percentile £40,000 £37,500 £36,250
Median annual salary (50th Percentile) £53,000 £52,500 £50,000
Median % change year-on-year +0.95% +5.00% +2.04%
75th Percentile £71,250 £70,000 £67,500
90th Percentile £86,250 £87,500 £82,500
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

Databricks
Job Vacancy Trend in England

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

Job vacancy trend for Databricks in England

Databricks
Salary Trend in England

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

Salary trend for Databricks in England

Databricks
Salary Histogram in England

Salary distribution for jobs citing Databricks in England over the 6 months to 12 May 2021.

Salary histogram for Databricks in England

Databricks
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Databricks within the England region over the 6 months to 12 May 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
London +99 237 £80,000 +6.67% 74
North of England +53 98 £65,000 -7.14% 18
Yorkshire +42 65 £63,750 -8.93% 9
South East +88 62 £60,000 -11.11% 25
Midlands +42 58 £62,500 +25.00% 16
West Midlands +18 42 £63,000 +26.00% 12
North West +26 31 £70,000 - 8
South West +1 18 £52,500 +16.67%
East Midlands +16 16 £62,500 +13.64% 4
East of England +27 3 £57,500 +21.05% 7
North East - 2 £43,750 - 1
Databricks
UK

For the 6 months to 12 May 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 across the England region with a requirement for Databricks.

1 453 (89.00%) Azure
2 328 (64.44%) SQL
3 261 (51.28%) Data Lake
4 244 (47.94%) Azure Data Factory
5 242 (47.54%) Analytics
6 240 (47.15%) Python
7 239 (46.95%) Business Intelligence
8 233 (45.78%) Microsoft
9 221 (43.42%) Data Warehouse
10 211 (41.45%) Power Platform
11 187 (36.74%) ETL
12 177 (34.77%) SQL Server
13 169 (33.20%) Power BI
14 167 (32.81%) Data Modelling
15 158 (31.04%) Azure Synapse Analytics
16 154 (30.26%) Agile Software Development
17 131 (25.74%) Apache Spark
18 121 (23.77%) DevOps
18 121 (23.77%) AWS
19 117 (22.99%) Data Engineering
20 115 (22.59%) Azure SQL Database
21 109 (21.41%) Data Pipeline
22 107 (21.02%) SQL Server Analysis Services
23 106 (20.83%) Big Data
24 102 (20.04%) Machine Learning
25 100 (19.65%) SQL Server Integration Services
26 96 (18.86%) Visualisation
27 86 (16.90%) Degree
28 83 (16.31%) SQL Server Reporting Services
29 82 (16.11%) Data Science

Databricks
Co-occurring IT Skills in England 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
1 131 (25.74%) Apache Spark
2 30 (5.89%) Apache
3 28 (5.50%) SharePoint
4 10 (1.96%) Apache Pig
5 9 (1.77%) SAS
6 8 (1.57%) Oracle Application Server
7 6 (1.18%) Apache Synapse
8 5 (0.98%) Elasticsearch
9 2 (0.39%) Apache Airflow
9 2 (0.39%) JBoss
9 2 (0.39%) Tomcat
9 2 (0.39%) WebSphere
10 1 (0.20%) BizTalk Server
10 1 (0.20%) Jupyter
Applications
1 20 (3.93%) Microsoft Excel
2 8 (1.57%) SPSS
3 5 (0.98%) Chatbot
Business Applications
1 5 (0.98%) Sparx Enterprise Architect
2 1 (0.20%) Dynamics CRM
2 1 (0.20%) SAP ERP
Cloud Services
1 453 (89.00%) Azure
2 244 (47.94%) Azure Data Factory
3 211 (41.45%) Power Platform
4 158 (31.04%) Azure Synapse Analytics
5 121 (23.77%) AWS
6 55 (10.81%) PaaS
7 52 (10.22%) GCP
8 45 (8.84%) Azure Machine Learning
9 29 (5.70%) SaaS
9 29 (5.70%) Serverless
10 27 (5.30%) Azure Cosmos DB
11 24 (4.72%) Azure Functions
12 23 (4.52%) Azure Stack
12 23 (4.52%) Dynamics 365
12 23 (4.52%) PowerApps
13 21 (4.13%) Amazon SageMaker
14 16 (3.14%) IaaS
15 14 (2.75%) Amazon Kinesis
15 14 (2.75%) GitHub
16 13 (2.55%) Azure Storage
Communications & Networking
1 10 (1.96%) Wireless
2 8 (1.57%) FTP
3 3 (0.59%) Internet
3 3 (0.59%) Skype
4 1 (0.20%) Broadband
Database & Business Intelligence
1 261 (51.28%) Data Lake
2 221 (43.42%) Data Warehouse
3 177 (34.77%) SQL Server
4 169 (33.20%) Power BI
5 115 (22.59%) Azure SQL Database
6 107 (21.02%) SQL Server Analysis Services
7 106 (20.83%) Big Data
8 100 (19.65%) SQL Server Integration Services
9 83 (16.31%) SQL Server Reporting Services
10 73 (14.34%) Hadoop
11 63 (12.38%) Azure SQL Data Warehouse
12 53 (10.41%) NoSQL
13 43 (8.45%) Tableau
14 41 (8.06%) Microsoft Analysis Services
15 34 (6.68%) Amazon Redshift
16 33 (6.48%) Enterprise Data Warehouse
17 30 (5.89%) Delta Lake
17 30 (5.89%) Snowflake Schema
18 27 (5.30%) Apache Hive
19 26 (5.11%) Relational Database
Development Applications
1 15 (2.95%) ER Studio
1 15 (2.95%) ERwin
1 15 (2.95%) Git (software)
2 11 (2.16%) Subversion
3 8 (1.57%) Oracle APEX
4 7 (1.38%) Jenkins
5 5 (0.98%) PowerDesigner
6 4 (0.79%) MLflow
7 3 (0.59%) Atlassian Bamboo
7 3 (0.59%) GitLab
7 3 (0.59%) Toad
7 3 (0.59%) TortoiseSVN
7 3 (0.59%) Vagrant
7 3 (0.59%) Visual Studio
8 2 (0.39%) Bitbucket
8 2 (0.39%) JIRA
8 2 (0.39%) SQL Server Management Studio (SSMS)
9 1 (0.20%) Octopus Deploy
9 1 (0.20%) RStudio
9 1 (0.20%) SpecFlow
General
1 80 (15.72%) Finance
2 71 (13.95%) Social Skills
3 61 (11.98%) Analytical Skills
4 28 (5.50%) Retail
5 27 (5.30%) Presentation Skills
6 26 (5.11%) Public Sector
7 17 (3.34%) Influencing Skills
7 17 (3.34%) Law
8 12 (2.36%) Banking
9 11 (2.16%) Telecoms
10 8 (1.57%) Marketing
11 7 (1.38%) Advertising
12 5 (0.98%) Wearables
13 4 (0.79%) Front Office
14 3 (0.59%) Games
14 3 (0.59%) Legal
15 2 (0.39%) Manufacturing
15 2 (0.39%) Pharmaceutical
16 1 (0.20%) Automotive
16 1 (0.20%) Investment Banking
Job Titles
1 200 (39.29%) Data Engineer
2 131 (25.74%) Architect
3 104 (20.43%) Azure Engineer
4 80 (15.72%) Data Architect
5 73 (14.34%) Azure Architect
6 55 (10.81%) Developer
7 50 (9.82%) Senior Data Engineer
8 33 (6.48%) Data Scientist
9 31 (6.09%) Solutions Architect
10 27 (5.30%) Business Intelligence Developer
11 25 (4.91%) Consultant
12 24 (4.72%) Python Engineer
13 20 (3.93%) Applications Architect
14 19 (3.73%) Azure Developer
14 19 (3.73%) Enterprise Architect
15 16 (3.14%) Big Data Architect
15 16 (3.14%) Data Consultant
16 15 (2.95%) Enterprise Applications Architect
17 13 (2.55%) Business Intelligence Lead
18 12 (2.36%) Azure Consultant
Libraries, Frameworks & Software Standards
1 48 (9.43%) .NET
2 42 (8.25%) Kafka
3 39 (7.66%) PySpark
4 33 (6.48%) CSS
5 28 (5.50%) XML
6 23 (4.52%) Ajax
7 22 (4.32%) jQuery
8 21 (4.13%) .NET Core
8 21 (4.13%) Twitter Bootstrap
9 20 (3.93%) TensorFlow
10 15 (2.95%) HTML
11 14 (2.75%) Keras
12 12 (2.36%) .NET Framework
13 11 (2.16%) Pandas
14 10 (1.96%) scikit-learn
15 9 (1.77%) JSON
16 8 (1.57%) Oracle GoldenGate
16 8 (1.57%) REST
17 7 (1.38%) HTML5
17 7 (1.38%) MLlib
Miscellaneous
1 22 (4.32%) Management Information System
2 20 (3.93%) Cloud Native
2 20 (3.93%) Enterprise Software
2 20 (3.93%) Greenfield Project
3 13 (2.55%) Reinsurance
4 11 (2.16%) Algorithms
5 6 (1.18%) Data Structures
6 5 (0.98%) Public Cloud
7 3 (0.59%) Blog
7 3 (0.59%) Credit Risk
7 3 (0.59%) Data Centre
7 3 (0.59%) Market Risk
7 3 (0.59%) Mobile App
7 3 (0.59%) Social Media
8 2 (0.39%) Derivative
8 2 (0.39%) Fixed Income
8 2 (0.39%) Hybrid Cloud
8 2 (0.39%) Internet of Things
9 1 (0.20%) Clustering
9 1 (0.20%) Foreign Exchange (FX)
Operating Systems
1 9 (1.77%) Windows
2 8 (1.57%) Linux
3 6 (1.18%) Unix
4 2 (0.39%) Apple iOS
5 1 (0.20%) Windows Server
Processes & Methodologies
1 242 (47.54%) Analytics
2 239 (46.95%) Business Intelligence
3 187 (36.74%) ETL
4 167 (32.81%) Data Modelling
5 154 (30.26%) Agile Software Development
6 121 (23.77%) DevOps
7 117 (22.99%) Data Engineering
8 109 (21.41%) Data Pipeline
9 102 (20.04%) Machine Learning
10 96 (18.86%) Visualisation
11 82 (16.11%) Data Science
12 73 (14.34%) Migration
13 72 (14.15%) Data Strategy
14 64 (12.57%) Problem-Solving
15 61 (11.98%) Data Architecture
16 53 (10.41%) Data Analytics
17 52 (10.22%) Mathematics
18 49 (9.63%) Computer Science
19 46 (9.04%) Mentoring
20 42 (8.25%) Data Analysis
Programming Languages
1 328 (64.44%) SQL
2 240 (47.15%) Python
3 70 (13.75%) R
4 66 (12.97%) T-SQL
5 59 (11.59%) C#
6 46 (9.04%) Scala
7 38 (7.47%) Java
8 30 (5.89%) C
9 26 (5.11%) JavaScript
10 21 (4.13%) PowerShell
11 19 (3.73%) Data Analysis Expressions (DAX)
12 15 (2.95%) U-SQL
13 14 (2.75%) PL/SQL
14 13 (2.55%) Perl
15 9 (1.77%) C++
16 8 (1.57%) F#
17 5 (0.98%) Cypher
18 2 (0.39%) Apple Swift
18 2 (0.39%) Bash Shell
18 2 (0.39%) VBA
Qualifications
1 86 (16.90%) Degree
2 20 (3.93%) Computer Science Degree
3 12 (2.36%) Microsoft Certification
4 5 (0.98%) Security Cleared
5 4 (0.79%) Master's Degree
6 3 (0.59%) ISEB
6 3 (0.59%) MBCS
6 3 (0.59%) SC Cleared
7 2 (0.39%) PhD
8 1 (0.20%) DV Cleared
8 1 (0.20%) Postgraduate
8 1 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 29 (5.70%) Data Quality
2 12 (2.36%) QA
3 6 (1.18%) GDPR
4 1 (0.20%) NIST
System Software
1 19 (3.73%) Docker
2 14 (2.75%) HDFS
3 6 (1.18%) Virtual Machines
4 5 (0.98%) Active Directory
5 3 (0.59%) VirtualBox
6 2 (0.39%) Apache Flume
Systems Management
1 31 (6.09%) Kubernetes
2 17 (3.34%) Terraform
3 3 (0.59%) Ansible
3 3 (0.59%) Docker Swarm
4 1 (0.20%) Hadoop YARN
4 1 (0.20%) Single Sign-On
Vendors
1 233 (45.78%) Microsoft
2 27 (5.30%) Google
3 18 (3.54%) Cloudera
4 17 (3.34%) Oracle
5 16 (3.14%) Informatica
5 16 (3.14%) SAP
6 14 (2.75%) Alteryx
7 11 (2.16%) Salesforce.com
7 11 (2.16%) Sparx
8 8 (1.57%) Cognizant
9 6 (1.18%) ESRI
10 5 (0.98%) Intel
11 4 (0.79%) Cognos
11 4 (0.79%) Dataiku
11 4 (0.79%) NVIDIA
11 4 (0.79%) StreamSets
12 3 (0.59%) Ab Initio
12 3 (0.59%) Birst
12 3 (0.59%) Hortonworks
12 3 (0.59%) Infor