Period
to 4 July 2020

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 4 July 2020 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
4 Jul 2020
Same period 2019 Same period 2018
Rank 552 777 1195
Rank change year-on-year +225 +418 -
Permanent jobs citing Databricks 308 344 32
As % of all permanent jobs advertised in the UK 0.39% 0.23% 0.018%
As % of the Vendors category 0.95% 0.55% 0.041%
Number of salaries quoted 228 251 17
Median annual salary £72,500 £77,500 £75,000
Median salary % change year-on-year -6.45% +3.33% -
10th Percentile £42,500 £49,500 £46,500
90th Percentile £105,000 £105,000 £96,500
UK excluding London median annual salary £55,000 £56,500 -
% change year-on-year -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 32,327 62,339 77,374
As % of all permanent IT jobs advertised in the UK 40.97% 42.46% 43.57%
Number of salaries quoted 24,788 47,902 60,389
Median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £30,000 £27,500 £26,750
90th Percentile £87,500 £82,500 £78,750
UK excluding London median annual salary £46,500 £45,000 £42,500
% change year-on-year +3.33% +5.88% +1.19%

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 4 July 2020.

Salary histogram for Databricks in the UK

Databricks
Top 15 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 4 July 2020. 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 +216 277 £72,500 -6.45% 41
London +81 170 £75,000 -6.25% 26
UK excluding London +294 136 £55,000 -2.65% 18
North of England +172 56 £70,000 - 2
North West +131 41 £70,000 -17.65% 2
Midlands +124 24 £50,000 -9.09% 8
Scotland +102 23 £52,500 +0.96% 3
West Midlands - 22 £50,000 - 8
South East +131 20 £60,000 +15.38% 4
Work from Home +74 20 £72,500 +7.41% 3
Yorkshire +124 15 £65,000 -27.78%
Northern Ireland - 6 £55,000 -
East of England - 5 £47,500 - 1
East Midlands +52 2 £60,000 +9.09%
South West - 2 £45,000 -

For the 6 months to 4 July 2020, 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.

1 284 (92.21%) Azure
2 231 (75.00%) SQL
3 209 (67.86%) Analytics
4 202 (65.58%) Data Lake
5 177 (57.47%) Data Warehouse
6 176 (57.14%) Business Intelligence
7 175 (56.82%) Microsoft
8 165 (53.57%) Python
9 148 (48.05%) Power Platform
9 148 (48.05%) Power BI
10 145 (47.08%) Azure Data Factory
11 125 (40.58%) Azure SQL Database
12 106 (34.42%) ETL
13 102 (33.12%) Agile Software Development
13 102 (33.12%) Data Engineering
14 97 (31.49%) Big Data
15 91 (29.55%) SQL Server
16 87 (28.25%) Azure SQL Data Warehouse
17 83 (26.95%) Apache Spark
17 83 (26.95%) SQL Server Integration Services
18 81 (26.30%) SQL Server Analysis Services
19 80 (25.97%) Data Modelling
20 73 (23.70%) R
20 73 (23.70%) Visualisation
21 68 (22.08%) Data Analytics
22 66 (21.43%) AWS
23 65 (21.10%) PaaS
24 64 (20.78%) Migration
25 63 (20.45%) Finance
25 63 (20.45%) Tableau

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 83 (26.95%) Apache Spark
2 17 (5.52%) Apache
3 6 (1.95%) Apache Pig
3 6 (1.95%) Elasticsearch
3 6 (1.95%) SAS
4 4 (1.30%) Apache Airflow
4 4 (1.30%) Confluence
5 3 (0.97%) Apache Synapse
5 3 (0.97%) Cloud Foundry
6 2 (0.65%) Oracle SOA Suite
6 2 (0.65%) SharePoint
7 1 (0.32%) Apache Solr
Applications
1 9 (2.92%) Microsoft Office
2 8 (2.60%) Microsoft Excel
Business Applications
1 2 (0.65%) Raiser's Edge
2 1 (0.32%) NetSuite
Cloud Services
1 284 (92.21%) Azure
2 148 (48.05%) Power Platform
3 145 (47.08%) Azure Data Factory
4 66 (21.43%) AWS
5 65 (21.10%) PaaS
6 36 (11.69%) SaaS
7 30 (9.74%) GCP
8 29 (9.42%) IaaS
9 23 (7.47%) Data Lake Analytics
10 22 (7.14%) Azure Stack
11 20 (6.49%) Serverless
12 19 (6.17%) Amazon EMR
13 16 (5.19%) Logic Apps
14 15 (4.87%) Azure Active Directory
15 10 (3.25%) Office 365
16 9 (2.92%) Azure Functions
17 8 (2.60%) Amazon Kinesis
17 8 (2.60%) GitHub
18 7 (2.27%) AWS Lambda
19 6 (1.95%) PowerApps
Communications & Networking
1 11 (3.57%) Skype
2 2 (0.65%) 5G
3 1 (0.32%) Broadband
3 1 (0.32%) Internet
Database & Business Intelligence
1 202 (65.58%) Data Lake
2 177 (57.47%) Data Warehouse
3 148 (48.05%) Power BI
4 125 (40.58%) Azure SQL Database
5 97 (31.49%) Big Data
6 91 (29.55%) SQL Server
7 87 (28.25%) Azure SQL Data Warehouse
8 83 (26.95%) SQL Server Integration Services
9 81 (26.30%) SQL Server Analysis Services
10 63 (20.45%) Cosmos DB
11 56 (18.18%) NoSQL
12 49 (15.91%) Hadoop
13 44 (14.29%) Microsoft Analysis Services
14 41 (13.31%) SQL Server Reporting Services
15 29 (9.42%) Snowflake Schema
16 23 (7.47%) Impala
16 23 (7.47%) PolyBase
17 21 (6.82%) Apache Hive
18 20 (6.49%) Neo4j
18 20 (6.49%) Relational Database
Development Applications
1 23 (7.47%) Git (software)
2 18 (5.84%) Visual Studio
3 8 (2.60%) GitLab
4 7 (2.27%) Jenkins
5 6 (1.95%) Atlassian Bamboo
5 6 (1.95%) ERwin
5 6 (1.95%) Vagrant
6 5 (1.62%) JIRA
6 5 (1.62%) Travis CI
6 5 (1.62%) Visual Studio Team System
7 4 (1.30%) Artifactory
7 4 (1.30%) ER Studio
7 4 (1.30%) GDB
7 4 (1.30%) Sourcetree
7 4 (1.30%) SQL Server Management Studio (SSMS)
7 4 (1.30%) Visual Studio Code
8 1 (0.32%) Team Foundation Server
General
1 63 (20.45%) Finance
2 20 (6.49%) Retail
3 19 (6.17%) Marketing
4 14 (4.55%) Banking
5 10 (3.25%) Manufacturing
6 3 (0.97%) Front Office
6 3 (0.97%) Telecoms
7 1 (0.32%) Law
7 1 (0.32%) Legal
Job Titles
1 117 (37.99%) Data Engineer
2 89 (28.90%) Architect
3 65 (21.10%) Azure Engineer
4 47 (15.26%) Azure Architect
5 43 (13.96%) Data Architect
6 40 (12.99%) Cloud Architect
7 39 (12.66%) Solutions Architect
8 37 (12.01%) Developer
9 29 (9.42%) Cloud Solutions Architect
10 27 (8.77%) Consultant
11 20 (6.49%) Business Intelligence Consultant
12 19 (6.17%) Azure Developer
13 17 (5.52%) Data Consultant
14 16 (5.19%) Business Intelligence Developer
15 15 (4.87%) Power BI Consultant
15 15 (4.87%) Senior Data Engineer
16 14 (4.55%) SQL Developer
17 13 (4.22%) Azure Consultant
18 12 (3.90%) Big Data Engineer
19 10 (3.25%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 37 (12.01%) Kafka
2 34 (11.04%) .NET
3 33 (10.71%) MDX
4 18 (5.84%) PySpark
5 11 (3.57%) scikit-learn
6 10 (3.25%) Natural Language Processing
7 8 (2.60%) AngularJS
7 8 (2.60%) RESTful
7 8 (2.60%) TensorFlow
8 7 (2.27%) Spark Streaming
9 6 (1.95%) Apache NiFi
9 6 (1.95%) D3.js
9 6 (1.95%) MXNet
10 5 (1.62%) ASP.NET
10 5 (1.62%) Elastic Stack
10 5 (1.62%) Flask
11 4 (1.30%) ADO
11 4 (1.30%) Angular 2
11 4 (1.30%) NumPy
11 4 (1.30%) Pandas
Miscellaneous
1 57 (18.51%) Analytical Skills
2 43 (13.96%) Greenfield Project
3 21 (6.82%) Data Structures
4 11 (3.57%) Algorithms
4 11 (3.57%) Clustering
4 11 (3.57%) Data Centre
5 9 (2.92%) Cyberthreat
6 6 (1.95%) Virtual Team
7 5 (1.62%) Blog
7 5 (1.62%) Cloud Native
7 5 (1.62%) Enterprise Software
7 5 (1.62%) Public Cloud
8 4 (1.30%) Acoustics
8 4 (1.30%) N-Tier
8 4 (1.30%) PMI
9 3 (0.97%) Life Science
10 2 (0.65%) FMCG
10 2 (0.65%) Self-Motivation
10 2 (0.65%) Social Media
11 1 (0.32%) Analytical Mindset
Operating Systems
1 20 (6.49%) Windows
1 20 (6.49%) Windows Server
2 9 (2.92%) Windows 10
3 1 (0.32%) Linux
3 1 (0.32%) Unix
Processes & Methodologies
1 209 (67.86%) Analytics
2 176 (57.14%) Business Intelligence
3 106 (34.42%) ETL
4 102 (33.12%) Agile Software Development
4 102 (33.12%) Data Engineering
5 80 (25.97%) Data Modelling
6 73 (23.70%) Visualisation
7 68 (22.08%) Data Analytics
8 64 (20.78%) Migration
9 61 (19.81%) Machine Learning
10 49 (15.91%) Data Science
11 46 (14.94%) Data Visualisation
12 45 (14.61%) DevOps
13 43 (13.96%) Data Management
14 40 (12.99%) Stakeholder Management
15 39 (12.66%) Enterprise Architecture
16 28 (9.09%) Artificial Intelligence
17 25 (8.12%) Data Transformation
18 24 (7.79%) Data Architecture
19 22 (7.14%) Continuous Integration
Programming Languages
1 231 (75.00%) SQL
2 165 (53.57%) Python
3 73 (23.70%) R
4 41 (13.31%) C#
5 38 (12.34%) Scala
6 29 (9.42%) Data Analysis Expressions (DAX)
7 26 (8.44%) Java
8 24 (7.79%) T-SQL
9 23 (7.47%) U-SQL
10 14 (4.55%) JavaScript
11 7 (2.27%) PowerShell
12 6 (1.95%) Cypher
12 6 (1.95%) VB.NET
13 3 (0.97%) TypeScript
14 2 (0.65%) VBA
15 1 (0.32%) C
15 1 (0.32%) C++
15 1 (0.32%) Go
15 1 (0.32%) MATLAB
15 1 (0.32%) PL/SQL
Qualifications
1 14 (4.55%) Degree
2 10 (3.25%) Cisco Certification
3 9 (2.92%) (ISC)2 CCSP
3 9 (2.92%) CCSP
3 9 (2.92%) CISSP
3 9 (2.92%) CompTIA Security+
3 9 (2.92%) Microsoft Certification
4 4 (1.30%) PMI Certification
5 3 (0.97%) PhD
6 2 (0.65%) Computer Science Degree
6 2 (0.65%) Security Cleared
7 1 (0.32%) Master's Degree
Quality Assurance & Compliance
1 13 (4.22%) GDPR
2 11 (3.57%) Data Quality
3 4 (1.30%) QA
4 1 (0.32%) ISO/IEC 27001
4 1 (0.32%) NIST
System Software
1 24 (7.79%) Active Directory
2 15 (4.87%) Virtual Machines
3 11 (3.57%) Hyper-V
4 7 (2.27%) Docker
5 6 (1.95%) VirtualBox
6 3 (0.97%) HDFS
Systems Management
1 16 (5.19%) Terraform
2 12 (3.90%) Kubernetes
3 11 (3.57%) SCVMM
4 10 (3.25%) Microsoft Intune
5 9 (2.92%) Single Sign-On
6 6 (1.95%) Ansible
6 6 (1.95%) Docker Swarm
7 5 (1.62%) Kibana
7 5 (1.62%) Opscode Chef
7 5 (1.62%) Puppet
8 2 (0.65%) Hadoop YARN
Vendors
1 175 (56.82%) Microsoft
2 63 (20.45%) Tableau
3 30 (9.74%) Sparx
4 24 (7.79%) Google
5 22 (7.14%) Oracle
6 11 (3.57%) PlateSpin
6 11 (3.57%) VirtaMove
7 9 (2.92%) Salesforce.com
8 8 (2.60%) Talend
9 7 (2.27%) Cloudera
10 6 (1.95%) Dataiku
10 6 (1.95%) Hortonworks
10 6 (1.95%) IBM
11 5 (1.62%) Vertica
12 4 (1.30%) Netezza
12 4 (1.30%) StreamSets
12 4 (1.30%) Teradata
13 3 (0.97%) Capita
13 3 (0.97%) Cognos
13 3 (0.97%) SAP