Period
to 18 January 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 18 January 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
18 Jan 2021
Same period 2020 Same period 2019
Rank 401 815 974
Rank change year-on-year +414 +159 +224
Permanent jobs citing Databricks 410 222 148
As % of all permanent jobs advertised in the UK 0.65% 0.18% 0.098%
As % of the Vendors category 1.72% 0.42% 0.23%
Number of salaries quoted 391 196 117
Median annual salary £67,500 £75,000 £77,500
Median salary % change year-on-year -10.00% -3.23% +6.90%
10th Percentile £46,250 £45,000 £49,200
90th Percentile £105,000 £90,000 £105,000
UK excluding London median annual salary £57,500 £57,500 £47,500
% change year-on-year - +21.05% -

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 23,831 52,277 63,513
As % of all permanent IT jobs advertised in the UK 38.04% 41.69% 41.94%
Number of salaries quoted 18,615 40,394 49,348
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £27,500 £27,500
90th Percentile £85,000 £85,000 £81,250
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 18 January 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 18 January 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 +389 397 £67,500 -10.00% 90
London +253 221 £85,000 +13.33% 44
UK excluding London +316 163 £57,500 - 45
North of England +149 86 £60,000 -12.73% 19
North West +128 56 £70,000 +1.82% 7
Work from Home -19 46 £55,000 -15.38% 14
South East +187 31 £57,500 -11.54% 7
Yorkshire - 27 £57,500 - 10
Midlands +117 25 £55,000 - 13
East Midlands +69 14 £55,000 +1.85% 6
West Midlands +79 11 £57,500 - 7
South West +78 10 £51,250 +5.67% 1
Scotland +44 8 £65,000 +44.44% 1
North East - 3 £52,500 - 2
Wales - 2 £37,000 -
East of England - 1 - - 4

For the 6 months to 18 January 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.

1 365 (89.02%) Azure
2 277 (67.56%) Data Lake
3 243 (59.27%) SQL
4 231 (56.34%) Python
5 197 (48.05%) Analytics
6 190 (46.34%) Azure Data Factory
7 189 (46.10%) Business Intelligence
8 185 (45.12%) Microsoft
9 175 (42.68%) Data Warehouse
10 141 (34.39%) SQL Server
11 135 (32.93%) Power Platform
12 121 (29.51%) Apache Spark
13 115 (28.05%) AWS
13 115 (28.05%) Big Data
14 114 (27.80%) ETL
15 112 (27.32%) Data Modelling
16 110 (26.83%) Agile Software Development
17 109 (26.59%) Azure SQL Database
18 107 (26.10%) Power BI
19 102 (24.88%) Machine Learning
19 102 (24.88%) DevOps
20 99 (24.15%) Finance
21 86 (20.98%) Data Science
22 83 (20.24%) SQL Server Integration Services
23 79 (19.27%) Data Analytics
24 77 (18.78%) Hadoop
25 72 (17.56%) SQL Server Analysis Services
26 70 (17.07%) Data Engineering
27 68 (16.59%) Azure SQL Data Warehouse
28 66 (16.10%) PaaS

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
1 121 (29.51%) Apache Spark
2 53 (12.93%) Apache
3 29 (7.07%) SharePoint
4 13 (3.17%) SAS
5 11 (2.68%) Apache Synapse
6 5 (1.22%) Apache Pig
7 3 (0.73%) Cloud Foundry
8 2 (0.49%) Apache Airflow
8 2 (0.49%) Jupyter
9 1 (0.24%) BizTalk Server
9 1 (0.24%) Confluence
9 1 (0.24%) Luigi
Applications
1 18 (4.39%) Microsoft Excel
2 4 (0.98%) SPSS
3 1 (0.24%) Chatbot
Business Applications
1 1 (0.24%) Dynamics CRM
1 1 (0.24%) SAP APO
1 1 (0.24%) Sparx Enterprise Architect
Cloud Services
1 365 (89.02%) Azure
2 190 (46.34%) Azure Data Factory
3 135 (32.93%) Power Platform
4 115 (28.05%) AWS
5 66 (16.10%) PaaS
6 49 (11.95%) SaaS
7 40 (9.76%) GCP
8 28 (6.83%) Dynamics 365
9 24 (5.85%) IaaS
10 23 (5.61%) Serverless
11 20 (4.88%) Amazon Kinesis
12 16 (3.90%) Azure Functions
13 13 (3.17%) Azure Machine Learning
14 12 (2.93%) Amazon S3
15 11 (2.68%) AWS Lambda
16 10 (2.44%) AWS CloudFormation
17 9 (2.20%) Azure Stack
18 8 (1.95%) GitHub
18 8 (1.95%) Google Sheets
18 8 (1.95%) Logic Apps
Communications & Networking
1 12 (2.93%) Skype
2 9 (2.20%) Internet
3 3 (0.73%) 5G
3 3 (0.73%) Wireless
Database & Business Intelligence
1 277 (67.56%) Data Lake
2 175 (42.68%) Data Warehouse
3 141 (34.39%) SQL Server
4 115 (28.05%) Big Data
5 109 (26.59%) Azure SQL Database
6 107 (26.10%) Power BI
7 83 (20.24%) SQL Server Integration Services
8 77 (18.78%) Hadoop
9 72 (17.56%) SQL Server Analysis Services
10 68 (16.59%) Azure SQL Data Warehouse
11 64 (15.61%) SQL Server Reporting Services
12 49 (11.95%) NoSQL
13 47 (11.46%) Amazon Redshift
14 37 (9.02%) Amazon Athena
15 35 (8.54%) Tableau
16 28 (6.83%) Cosmos DB
17 26 (6.34%) HDInsight
18 25 (6.10%) Looker
19 22 (5.37%) Microsoft Analysis Services
20 20 (4.88%) Apache Cassandra
Development Applications
1 13 (3.17%) Git (software)
2 9 (2.20%) Jenkins
3 6 (1.46%) GitLab
4 3 (0.73%) ER Studio
4 3 (0.73%) ERwin
4 3 (0.73%) SQL Server Management Studio (SSMS)
4 3 (0.73%) Visual Studio
5 2 (0.49%) Visual Studio Team System
6 1 (0.24%) Artifactory
6 1 (0.24%) Atlassian Bamboo
6 1 (0.24%) Bitbucket
6 1 (0.24%) CircleCI
6 1 (0.24%) GoCD
6 1 (0.24%) JIRA
6 1 (0.24%) JUnit
6 1 (0.24%) RStudio
6 1 (0.24%) Selenium
6 1 (0.24%) SonarQube
6 1 (0.24%) Subversion
6 1 (0.24%) Team Foundation Server
General
1 99 (24.15%) Finance
2 42 (10.24%) Public Sector
3 41 (10.00%) Retail
4 30 (7.32%) Banking
5 13 (3.17%) Law
5 13 (3.17%) Marketing
6 9 (2.20%) Advertising
7 8 (1.95%) Manufacturing
8 7 (1.71%) Telecoms
9 2 (0.49%) Back Office
9 2 (0.49%) Front Office
9 2 (0.49%) Investment Banking
9 2 (0.49%) Legal
10 1 (0.24%) Automotive
10 1 (0.24%) Billing
10 1 (0.24%) Games
10 1 (0.24%) Pharmaceutical
Job Titles
1 150 (36.59%) Data Engineer
2 119 (29.02%) Architect
3 78 (19.02%) Developer
4 66 (16.10%) Azure Architect
5 64 (15.61%) Data Architect
6 52 (12.68%) Azure Engineer
7 45 (10.98%) Business Intelligence Developer
8 40 (9.76%) Solutions Architect
9 39 (9.51%) Azure Developer
10 30 (7.32%) Data Scientist
11 26 (6.34%) Applications Architect
12 24 (5.85%) Business Intelligence Lead
12 24 (5.85%) Lead Developer
13 23 (5.61%) Enterprise Architect
14 22 (5.37%) Cloud Architect
14 22 (5.37%) Senior Data Engineer
15 21 (5.12%) Enterprise Applications Architect
16 18 (4.39%) Python Engineer
17 16 (3.90%) Cloud Solutions Architect
17 16 (3.90%) Senior Developer
Libraries, Frameworks & Software Standards
1 55 (13.41%) .NET
2 53 (12.93%) Kafka
3 31 (7.56%) CSS
4 30 (7.32%) Ajax
4 30 (7.32%) PySpark
5 28 (6.83%) jQuery
5 28 (6.83%) Twitter Bootstrap
5 28 (6.83%) XML
6 22 (5.37%) Natural Language Processing
7 18 (4.39%) Pandas
8 16 (3.90%) scikit-learn
9 13 (3.17%) RESTful
9 13 (3.17%) Spring
9 13 (3.17%) TensorFlow
10 12 (2.93%) .NET Core
11 10 (2.44%) Spring Boot
12 9 (2.20%) NumPy
13 8 (1.95%) MDX
13 8 (1.95%) REST
13 8 (1.95%) XGBoost
Miscellaneous
1 63 (15.37%) Analytical Skills
2 30 (7.32%) Enterprise Software
3 21 (5.12%) Algorithms
4 18 (4.39%) Data Structures
4 18 (4.39%) Greenfield Project
5 11 (2.68%) Market Risk
6 10 (2.44%) Blog
6 10 (2.44%) Cloud Native
6 10 (2.44%) Credit Risk
6 10 (2.44%) Management Information System
7 9 (2.20%) Internet of Things
8 6 (1.46%) Hybrid Cloud
9 5 (1.22%) Driving Licence
10 4 (0.98%) Fixed Income
10 4 (0.98%) Reinsurance
11 3 (0.73%) Analytical Mindset
11 3 (0.73%) FMCG
11 3 (0.73%) Public Cloud
12 2 (0.49%) Podcast
12 2 (0.49%) Virtual Team
Operating Systems
1 8 (1.95%) Linux
2 3 (0.73%) Unix
3 1 (0.24%) Windows
Processes & Methodologies
1 197 (48.05%) Analytics
2 189 (46.10%) Business Intelligence
3 114 (27.80%) ETL
4 112 (27.32%) Data Modelling
5 110 (26.83%) Agile Software Development
6 102 (24.88%) DevOps
6 102 (24.88%) Machine Learning
7 86 (20.98%) Data Science
8 79 (19.27%) Data Analytics
9 70 (17.07%) Data Engineering
10 62 (15.12%) Visualisation
11 55 (13.41%) SDLC
12 50 (12.20%) Continuous Integration
13 49 (11.95%) Microservices
14 47 (11.46%) Migration
15 39 (9.51%) Test Automation
16 37 (9.02%) Computer Science
17 36 (8.78%) Problem-Solving
18 33 (8.05%) Mathematics
19 31 (7.56%) Artificial Intelligence
Programming Languages
1 243 (59.27%) SQL
2 231 (56.34%) Python
3 62 (15.12%) R
4 44 (10.73%) C#
5 37 (9.02%) Scala
6 35 (8.54%) Java
7 23 (5.61%) T-SQL
8 20 (4.88%) JavaScript
9 18 (4.39%) Data Analysis Expressions (DAX)
10 15 (3.66%) PowerShell
11 5 (1.22%) Bash Shell
11 5 (1.22%) C++
11 5 (1.22%) MATLAB
11 5 (1.22%) Perl
12 4 (0.98%) C
12 4 (0.98%) F#
12 4 (0.98%) U-SQL
12 4 (0.98%) VBA
13 2 (0.49%) PL/SQL
14 1 (0.24%) Go
Qualifications
1 51 (12.44%) Degree
2 22 (5.37%) Computer Science Degree
3 6 (1.46%) Master's Degree
4 4 (0.98%) Microsoft Certification
5 2 (0.49%) ISEB
5 2 (0.49%) MBCS
5 2 (0.49%) TOGAF Certification
6 1 (0.24%) AWS Certification
6 1 (0.24%) PhD
6 1 (0.24%) Postgraduate
6 1 (0.24%) SC Cleared
6 1 (0.24%) Security Cleared
Quality Assurance & Compliance
1 10 (2.44%) QA
2 9 (2.20%) Data Quality
3 1 (0.24%) Dodd-Frank
3 1 (0.24%) EMIR
3 1 (0.24%) GDPR
3 1 (0.24%) MiFID
System Software
1 11 (2.68%) Docker
2 7 (1.71%) Active Directory
3 5 (1.22%) HDFS
4 3 (0.73%) Virtual Machines
5 2 (0.49%) Apache Flume
Systems Management
1 34 (8.29%) Kubernetes
2 23 (5.61%) Terraform
3 2 (0.49%) Ansible
4 1 (0.24%) Nagios
4 1 (0.24%) Opscode Chef
4 1 (0.24%) Puppet
Vendors
1 185 (45.12%) Microsoft
2 28 (6.83%) Sparx
3 23 (5.61%) Google
4 13 (3.17%) Cloudera
5 12 (2.93%) Informatica
6 7 (1.71%) Oracle
6 7 (1.71%) StreamSets
7 6 (1.46%) SAP
7 6 (1.46%) Splunk
8 5 (1.22%) Dynatrace
9 4 (0.98%) Dataiku
9 4 (0.98%) Guidewire
9 4 (0.98%) Intel
9 4 (0.98%) MuleSoft
9 4 (0.98%) NVIDIA
10 2 (0.49%) Atlassian
10 2 (0.49%) Facebook
11 1 (0.24%) Alteryx
11 1 (0.24%) IBM
11 1 (0.24%) Talend