Period
to 26 February 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 26 February 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
26 Feb 2021
Same period 2020 Same period 2019
Rank 388 729 963
Rank change year-on-year +341 +234 +203
Permanent jobs citing Databricks 464 254 148
As % of all permanent jobs advertised in England 0.69% 0.22% 0.11%
As % of the Vendors category 1.85% 0.54% 0.25%
Number of salaries quoted 455 213 118
Median annual salary £67,500 £75,000 £80,000
Median salary % change year-on-year -10.00% -6.25% +4.92%
10th Percentile £46,250 £45,000 £49,500
90th Percentile £105,000 £92,500 £106,250
UK median annual salary £67,500 £73,750 £78,750
% change year-on-year -8.47% -6.35% +3.28%

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 25,020 46,772 58,580
As % of all permanent IT jobs advertised in England 37.46% 41.13% 41.66%
Number of salaries quoted 19,457 36,607 46,154
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,000 £27,500 £27,750
90th Percentile £85,250 £85,000 £82,500
UK median annual salary £52,500 £50,000 £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 26 February 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 26 February 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 +221 251 £85,000 +13.33% 37
North of England +137 100 £65,000 -3.70% 20
Yorkshire +83 53 £65,000 - 8
North West +76 43 £70,000 +3.70% 10
South East +151 39 £58,497 -10.00% 12
Midlands +78 34 £61,000 +10.91% 22
East Midlands +44 19 £61,250 +11.36% 8
West Midlands +57 15 £61,000 +6.09% 14
South West +56 10 £51,250 +13.89% 1
North East - 4 £52,500 - 2
East of England +89 2 £45,000 -10.00% 3
Databricks
UK

For the 6 months to 26 February 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.

1 417 (89.87%) Azure
2 292 (62.93%) Data Lake
3 286 (61.64%) SQL
4 245 (52.80%) Python
5 230 (49.57%) Microsoft
6 223 (48.06%) Business Intelligence
7 214 (46.12%) Azure Data Factory
8 210 (45.26%) Analytics
9 204 (43.97%) Data Warehouse
10 167 (35.99%) Power Platform
11 163 (35.13%) SQL Server
12 159 (34.27%) ETL
13 139 (29.96%) Data Modelling
14 136 (29.31%) Agile Software Development
15 133 (28.66%) Power BI
16 127 (27.37%) Apache Spark
17 121 (26.08%) Azure SQL Database
18 120 (25.86%) DevOps
19 116 (25.00%) Big Data
19 116 (25.00%) AWS
20 113 (24.35%) Finance
21 109 (23.49%) Machine Learning
22 98 (21.12%) Data Engineering
23 97 (20.91%) SQL Server Integration Services
24 93 (20.04%) SQL Server Analysis Services
24 93 (20.04%) Data Science
25 84 (18.10%) Analytical Skills
26 80 (17.24%) Hadoop
27 79 (17.03%) SQL Server Reporting Services
28 77 (16.59%) Visualisation

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
1 127 (27.37%) Apache Spark
2 49 (10.56%) Apache
3 34 (7.33%) SharePoint
4 12 (2.59%) Apache Synapse
4 12 (2.59%) SAS
5 9 (1.94%) Apache Pig
6 2 (0.43%) BizTalk Server
6 2 (0.43%) Elasticsearch
6 2 (0.43%) Jupyter
7 1 (0.22%) Apache Airflow
7 1 (0.22%) Confluence
7 1 (0.22%) Luigi
Applications
1 23 (4.96%) Microsoft Excel
2 8 (1.72%) SPSS
3 3 (0.65%) Chatbot
Business Applications
1 2 (0.43%) Dynamics CRM
2 1 (0.22%) SAP APO
2 1 (0.22%) SAP ERP
2 1 (0.22%) Sparx Enterprise Architect
Cloud Services
1 417 (89.87%) Azure
2 214 (46.12%) Azure Data Factory
3 167 (35.99%) Power Platform
4 116 (25.00%) AWS
5 71 (15.30%) PaaS
6 48 (10.34%) SaaS
7 33 (7.11%) Dynamics 365
8 32 (6.90%) GCP
9 28 (6.03%) Azure Machine Learning
10 24 (5.17%) Serverless
11 21 (4.53%) Amazon Kinesis
12 20 (4.31%) IaaS
13 18 (3.88%) Amazon S3
14 15 (3.23%) Azure Functions
15 14 (3.02%) Azure Stack
16 13 (2.80%) AWS Lambda
17 12 (2.59%) Google Sheets
18 11 (2.37%) AWS CloudFormation
19 10 (2.16%) GitHub
20 9 (1.94%) Data Lake Analytics
Communications & Networking
1 10 (2.16%) Skype
2 8 (1.72%) Internet
3 4 (0.86%) FTP
4 3 (0.65%) Wireless
5 1 (0.22%) 5G
Database & Business Intelligence
1 292 (62.93%) Data Lake
2 204 (43.97%) Data Warehouse
3 163 (35.13%) SQL Server
4 133 (28.66%) Power BI
5 121 (26.08%) Azure SQL Database
6 116 (25.00%) Big Data
7 97 (20.91%) SQL Server Integration Services
8 93 (20.04%) SQL Server Analysis Services
9 80 (17.24%) Hadoop
10 79 (17.03%) SQL Server Reporting Services
11 74 (15.95%) Azure SQL Data Warehouse
12 48 (10.34%) NoSQL
13 44 (9.48%) Amazon Redshift
14 41 (8.84%) Tableau
15 35 (7.54%) Amazon Athena
16 30 (6.47%) Cosmos DB
17 28 (6.03%) Looker
18 26 (5.60%) Microsoft Analysis Services
19 25 (5.39%) Delta Lake
20 24 (5.17%) Apache Cassandra
Development Applications
1 15 (3.23%) Git (software)
2 9 (1.94%) Jenkins
3 8 (1.72%) GitLab
4 7 (1.51%) ER Studio
4 7 (1.51%) ERwin
5 4 (0.86%) Subversion
6 3 (0.65%) Bitbucket
6 3 (0.65%) SQL Server Management Studio (SSMS)
6 3 (0.65%) Visual Studio
7 1 (0.22%) Atlassian Bamboo
7 1 (0.22%) CircleCI
7 1 (0.22%) GoCD
7 1 (0.22%) JIRA
7 1 (0.22%) MLflow
7 1 (0.22%) RStudio
7 1 (0.22%) Visual Studio Team System
General
1 113 (24.35%) Finance
2 42 (9.05%) Public Sector
3 40 (8.62%) Retail
4 22 (4.74%) Banking
5 17 (3.66%) Law
6 9 (1.94%) Advertising
6 9 (1.94%) Marketing
7 8 (1.72%) Manufacturing
8 5 (1.08%) Telecoms
9 4 (0.86%) Front Office
10 2 (0.43%) Games
10 2 (0.43%) Investment Banking
10 2 (0.43%) Legal
11 1 (0.22%) Automotive
11 1 (0.22%) Billing
11 1 (0.22%) Pharmaceutical
Job Titles
1 169 (36.42%) Data Engineer
2 127 (27.37%) Architect
3 81 (17.46%) Developer
4 71 (15.30%) Azure Engineer
5 69 (14.87%) Azure Architect
6 68 (14.66%) Data Architect
7 45 (9.70%) Business Intelligence Developer
8 39 (8.41%) Azure Developer
9 36 (7.76%) Solutions Architect
10 32 (6.90%) Data Scientist
11 31 (6.68%) Applications Architect
12 30 (6.47%) Senior Data Engineer
13 28 (6.03%) Enterprise Architect
14 26 (5.60%) Enterprise Applications Architect
15 22 (4.74%) Business Intelligence Lead
15 22 (4.74%) Lead Developer
15 22 (4.74%) Python Engineer
16 18 (3.88%) Consultant
16 18 (3.88%) SaaS Architect
17 14 (3.02%) Business Developer
Libraries, Frameworks & Software Standards
1 60 (12.93%) .NET
2 45 (9.70%) Kafka
3 37 (7.97%) PySpark
3 37 (7.97%) XML
4 36 (7.76%) CSS
5 35 (7.54%) Ajax
6 33 (7.11%) jQuery
6 33 (7.11%) Twitter Bootstrap
7 18 (3.88%) Natural Language Processing
8 15 (3.23%) .NET Core
8 15 (3.23%) Pandas
8 15 (3.23%) TensorFlow
9 14 (3.02%) scikit-learn
10 12 (2.59%) Spring
11 11 (2.37%) .NET Framework
11 11 (2.37%) RESTful
12 10 (2.16%) Spring Boot
13 8 (1.72%) MDX
13 8 (1.72%) REST
14 7 (1.51%) Spark Streaming
Miscellaneous
1 84 (18.10%) Analytical Skills
2 32 (6.90%) Enterprise Software
3 26 (5.60%) Greenfield Project
4 21 (4.53%) Management Information System
5 14 (3.02%) Algorithms
6 11 (2.37%) Market Risk
7 10 (2.16%) Cloud Native
7 10 (2.16%) Credit Risk
7 10 (2.16%) Data Structures
7 10 (2.16%) Reinsurance
8 8 (1.72%) Internet of Things
9 7 (1.51%) Blog
10 6 (1.29%) Hybrid Cloud
11 5 (1.08%) Fixed Income
11 5 (1.08%) Public Cloud
12 3 (0.65%) Analytical Mindset
12 3 (0.65%) Driving Licence
13 2 (0.43%) Podcast
13 2 (0.43%) Social Media
14 1 (0.22%) FMCG
Operating Systems
1 8 (1.72%) Linux
2 4 (0.86%) Unix
Processes & Methodologies
1 223 (48.06%) Business Intelligence
2 210 (45.26%) Analytics
3 159 (34.27%) ETL
4 139 (29.96%) Data Modelling
5 136 (29.31%) Agile Software Development
6 120 (25.86%) DevOps
7 109 (23.49%) Machine Learning
8 98 (21.12%) Data Engineering
9 93 (20.04%) Data Science
10 77 (16.59%) Visualisation
11 70 (15.09%) Data Analytics
12 56 (12.07%) Microservices
12 56 (12.07%) Problem-Solving
13 53 (11.42%) Continuous Integration
14 47 (10.13%) Computer Science
14 47 (10.13%) Data Strategy
15 44 (9.48%) Test Automation
16 43 (9.27%) Migration
17 42 (9.05%) Mathematics
18 40 (8.62%) SDLC
Programming Languages
1 286 (61.64%) SQL
2 245 (52.80%) Python
3 63 (13.58%) R
4 55 (11.85%) C#
5 38 (8.19%) Scala
6 35 (7.54%) Java
6 35 (7.54%) T-SQL
7 23 (4.96%) Data Analysis Expressions (DAX)
8 21 (4.53%) JavaScript
9 17 (3.66%) PowerShell
10 9 (1.94%) C
10 9 (1.94%) C++
10 9 (1.94%) Perl
11 8 (1.72%) F#
12 7 (1.51%) U-SQL
13 3 (0.65%) MATLAB
13 3 (0.65%) PL/SQL
14 2 (0.43%) Bash Shell
14 2 (0.43%) HiveQL
14 2 (0.43%) VBA
Qualifications
1 70 (15.09%) Degree
2 28 (6.03%) Computer Science Degree
3 7 (1.51%) Microsoft Certification
4 5 (1.08%) Master's Degree
5 3 (0.65%) ISEB
5 3 (0.65%) MBCS
5 3 (0.65%) SC Cleared
5 3 (0.65%) Security Cleared
6 2 (0.43%) PhD
7 1 (0.22%) AWS Certification
7 1 (0.22%) DV Cleared
7 1 (0.22%) Postgraduate
Quality Assurance & Compliance
1 12 (2.59%) Data Quality
1 12 (2.59%) QA
2 4 (0.86%) GDPR
3 1 (0.22%) Dodd-Frank
3 1 (0.22%) EMIR
3 1 (0.22%) MiFID
System Software
1 13 (2.80%) Docker
2 11 (2.37%) HDFS
3 7 (1.51%) Active Directory
4 5 (1.08%) Virtual Machines
5 2 (0.43%) Apache Flume
Systems Management
1 35 (7.54%) Kubernetes
2 24 (5.17%) Terraform
3 1 (0.22%) Ansible
3 1 (0.22%) Opscode Chef
3 1 (0.22%) Puppet
Vendors
1 230 (49.57%) Microsoft
2 26 (5.60%) Google
3 22 (4.74%) Sparx
4 15 (3.23%) Cloudera
4 15 (3.23%) Informatica
5 13 (2.80%) SAP
6 7 (1.51%) StreamSets
7 6 (1.29%) Splunk
8 5 (1.08%) Dataiku
8 5 (1.08%) Dynatrace
8 5 (1.08%) Intel
8 5 (1.08%) Oracle
8 5 (1.08%) Salesforce.com
9 4 (0.86%) Guidewire
9 4 (0.86%) MuleSoft
9 4 (0.86%) NVIDIA
10 3 (0.65%) Birst
10 3 (0.65%) Infor
11 2 (0.43%) Atlassian
11 2 (0.43%) ESRI