Period
to 15 November 2019

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 15 November 2019 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
15 Nov 2019
Same period 2018 Same period 2017
Rank 817 1035 1208
Rank change year-on-year +218 +173 +44
Permanent jobs citing Databricks 252 119 8
As % of all permanent IT jobs advertised in the UK 0.18% 0.073% 0.004%
As % of the Vendors category 0.43% 0.17% 0.010%
Number of salaries quoted 205 52 8
UK median annual salary £75,000 £75,000 £62,500
Median salary % change year-on-year - +20.00% -21.88%
10th Percentile £46,750 £46,275 £46,250
90th Percentile £95,000 £95,000 £78,750
UK excluding London median annual salary £61,250 £47,500 -
% change year-on-year +28.95% - -

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 58,116 69,729 80,275
As % of all permanent IT jobs advertised in the UK 42.44% 42.78% 44.47%
Number of salaries quoted 44,392 54,053 62,091
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,250 £27,250 £26,250
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Databricks
Job Vacancy Trend

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

Job vacancy trend for Databricks in the UK

Databricks
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Databricks.

Salary trend for Databricks in the UK

Databricks
Salary Histogram

The salary distribution of IT jobs citing Databricks over the 6 months to 15 November 2019.

Salary histogram for Databricks in the UK

Databricks
Top 13 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 15 November 2019. 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 +221 241 £75,000 -3.23% 78
London +145 169 £80,000 - 36
UK excluding London +141 71 £61,250 +28.95% 44
North of England +62 22 £70,000 +55.56% 7
Midlands - 18 £55,000 - 10
East Midlands - 17 £55,000 - 10
South East +49 16 £52,000 -38.82% 22
North West - 15 £67,500 - 5
Scotland - 9 £51,500 -
South West - 6 £48,500 - 4
Yorkshire +5 4 £90,000 +100.00% 2
North East - 3 £67,500 -
West Midlands - 1 £77,500 -

For the 6 months to 15 November 2019, 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.

1 240 (95.24%) Azure
2 186 (73.81%) SQL
3 153 (60.71%) Data Lake
4 145 (57.54%) Analytics
5 138 (54.76%) Azure Data Factory
6 128 (50.79%) Data Warehouse
7 127 (50.40%) Business Intelligence
8 112 (44.44%) SQL Server
9 111 (44.05%) Python
9 111 (44.05%) Microsoft
10 108 (42.86%) Power Platform
10 108 (42.86%) Power BI
11 107 (42.46%) Big Data
12 99 (39.29%) Azure SQL Database
13 97 (38.49%) Agile Software Development
14 83 (32.94%) Data Modelling
15 82 (32.54%) Hadoop
15 82 (32.54%) Apache Spark
16 81 (32.14%) SQL Server Analysis Services
17 78 (30.95%) AWS
17 78 (30.95%) ETL
18 74 (29.37%) Machine Learning
18 74 (29.37%) SQL Server Integration Services
19 73 (28.97%) Data Science
20 65 (25.79%) NoSQL
21 64 (25.40%) Data Analytics
22 58 (23.02%) DevOps
23 57 (22.62%) Azure SQL Data Warehouse
24 55 (21.83%) Microsoft Analysis Services
25 54 (21.43%) Visualisation

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 82 (32.54%) Apache Spark
2 27 (10.71%) Apache
3 5 (1.98%) Apache Airflow
3 5 (1.98%) Apache Pig
4 3 (1.19%) Jupyter
5 2 (0.79%) Apache Solr
5 2 (0.79%) ArcGIS
5 2 (0.79%) Elasticsearch
5 2 (0.79%) SharePoint
Applications
1 10 (3.97%) Microsoft Excel
2 5 (1.98%) Microsoft Office
3 1 (0.40%) Chatbot
Business Applications
1 1 (0.40%) Dynamics AX
1 1 (0.40%) NetSuite
Cloud Services
1 240 (95.24%) Azure
2 138 (54.76%) Azure Data Factory
3 108 (42.86%) Power Platform
4 78 (30.95%) AWS
5 39 (15.48%) GCP
6 24 (9.52%) Serverless
7 21 (8.33%) Amazon SageMaker
8 20 (7.94%) Amazon EMR
9 19 (7.54%) Azure Machine Learning
9 19 (7.54%) PaaS
10 18 (7.14%) Amazon S3
11 17 (6.75%) Azure Functions
12 15 (5.95%) Amazon Kinesis
13 10 (3.97%) Azure Active Directory
14 6 (2.38%) Office 365
15 5 (1.98%) Data Lake Analytics
16 4 (1.59%) IaaS
16 4 (1.59%) npm
16 4 (1.59%) SaaS
17 3 (1.19%) AWS Lambda
Communications & Networking
1 4 (1.59%) Internet
2 1 (0.40%) Broadband
Database & Business Intelligence
1 153 (60.71%) Data Lake
2 128 (50.79%) Data Warehouse
3 112 (44.44%) SQL Server
4 108 (42.86%) Power BI
5 107 (42.46%) Big Data
6 99 (39.29%) Azure SQL Database
7 82 (32.54%) Hadoop
8 81 (32.14%) SQL Server Analysis Services
9 74 (29.37%) SQL Server Integration Services
10 65 (25.79%) NoSQL
11 57 (22.62%) Azure SQL Data Warehouse
12 55 (21.83%) Microsoft Analysis Services
13 52 (20.63%) SQL Server Reporting Services
14 38 (15.08%) Cosmos DB
15 27 (10.71%) Apache Hive
16 25 (9.92%) Amazon Redshift
16 25 (9.92%) HDInsight
17 23 (9.13%) MongoDB
18 22 (8.73%) Impala
18 22 (8.73%) PostgreSQL
Development Applications
1 21 (8.33%) Git (software)
1 21 (8.33%) Jenkins
2 17 (6.75%) Vagrant
2 17 (6.75%) Visual Studio
3 16 (6.35%) Atlassian Bamboo
4 9 (3.57%) ER Studio
4 9 (3.57%) ERwin
4 9 (3.57%) PowerDesigner
5 6 (2.38%) Team Foundation Server
6 5 (1.98%) Octopus Deploy
6 5 (1.98%) TeamCity
7 4 (1.59%) Sinon.JS
7 4 (1.59%) webpack
8 3 (1.19%) git-flow
8 3 (1.19%) GoCD
9 2 (0.79%) Visual Studio Team System
10 1 (0.40%) JIRA
10 1 (0.40%) kappa
General
1 53 (21.03%) Finance
2 22 (8.73%) Retail
3 10 (3.97%) Manufacturing
4 8 (3.17%) Advertising
5 6 (2.38%) Marketing
5 6 (2.38%) Public Sector
6 5 (1.98%) Banking
7 4 (1.59%) Automotive
8 2 (0.79%) Games
9 1 (0.40%) Legal
9 1 (0.40%) Multimedia
9 1 (0.40%) Publishing
Job Titles
1 70 (27.78%) Developer
2 69 (27.38%) Data Engineer
3 49 (19.44%) Architect
4 43 (17.06%) Business Intelligence Developer
5 31 (12.30%) Azure Developer
6 28 (11.11%) Data Architect
7 27 (10.71%) Azure Engineer
8 24 (9.52%) Cloud Architect
8 24 (9.52%) SQL Developer
9 23 (9.13%) Senior Developer
10 22 (8.73%) SQL BI Developer
11 21 (8.33%) Business Intelligence Lead
12 20 (7.94%) Lead Developer
13 19 (7.54%) Data Scientist
13 19 (7.54%) Database Developer
13 19 (7.54%) SQL Database Developer
14 17 (6.75%) Senior Business Intelligence Developer
15 14 (5.56%) Azure Architect
15 14 (5.56%) Power BI Developer
16 13 (5.16%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 45 (17.86%) MDX
2 24 (9.52%) TensorFlow
3 23 (9.13%) Spark Streaming
4 22 (8.73%) Natural Language Processing
5 19 (7.54%) MXNet
5 19 (7.54%) scikit-learn
6 18 (7.14%) .NET
7 15 (5.95%) Lambda Expressions
8 14 (5.56%) Kafka
9 13 (5.16%) ASP.NET
10 9 (3.57%) React
11 8 (3.17%) Node.js
12 6 (2.38%) Pandas
13 5 (1.98%) .NET Framework
13 5 (1.98%) AngularJS
13 5 (1.98%) ASP.NET Core
13 5 (1.98%) ASP.NET MVC
13 5 (1.98%) PySpark
14 4 (1.59%) Jest
14 4 (1.59%) NumPy
Miscellaneous
1 36 (14.29%) Analytical Skills
2 23 (9.13%) Greenfield Project
3 19 (7.54%) Algorithms
4 9 (3.57%) Blog
5 8 (3.17%) Acoustics
6 6 (2.38%) User Experience
7 5 (1.98%) Self-Motivation
8 4 (1.59%) Data Structures
9 3 (1.19%) Analytical Mindset
10 2 (0.79%) Cloud Native
10 2 (0.79%) Data Centre
10 2 (0.79%) Internet of Things
10 2 (0.79%) Management Information System
10 2 (0.79%) Podcast
10 2 (0.79%) Public Cloud
11 1 (0.40%) Driving Licence
11 1 (0.40%) Enterprise Cloud
11 1 (0.40%) Robotics
11 1 (0.40%) Taxonomies
Operating Systems
1 18 (7.14%) Windows
2 7 (2.78%) Unix
3 6 (2.38%) Linux
3 6 (2.38%) Windows 10
4 5 (1.98%) Windows Server
5 1 (0.40%) Windows 7
5 1 (0.40%) Windows Server 2012
Processes & Methodologies
1 145 (57.54%) Analytics
2 127 (50.40%) Business Intelligence
3 97 (38.49%) Agile Software Development
4 83 (32.94%) Data Modelling
5 78 (30.95%) ETL
6 74 (29.37%) Machine Learning
7 73 (28.97%) Data Science
8 64 (25.40%) Data Analytics
9 58 (23.02%) DevOps
10 54 (21.43%) Visualisation
11 48 (19.05%) Data Engineering
12 45 (17.86%) Kimball Methodology
12 45 (17.86%) Problem-Solving
13 40 (15.87%) Scrum
14 33 (13.10%) Artificial Intelligence
14 33 (13.10%) Data Ingestion
14 33 (13.10%) Kanban
15 27 (10.71%) Deep Learning
15 27 (10.71%) Software Engineering
16 26 (10.32%) Presales
Programming Languages
1 186 (73.81%) SQL
2 111 (44.05%) Python
3 46 (18.25%) Data Analysis Expressions (DAX)
4 38 (15.08%) R
5 29 (11.51%) C#
6 21 (8.33%) JavaScript
7 20 (7.94%) Scala
8 18 (7.14%) T-SQL
9 16 (6.35%) PowerShell
10 10 (3.97%) VBA
11 9 (3.57%) U-SQL
12 8 (3.17%) C++
12 8 (3.17%) TypeScript
13 5 (1.98%) Java
14 1 (0.40%) MATLAB
Qualifications
1 11 (4.37%) Degree
2 10 (3.97%) Microsoft Certification
3 7 (2.78%) Computer Science Degree
4 6 (2.38%) Cisco Certification
5 5 (1.98%) (ISC)2 CCSP
5 5 (1.98%) CCSP
5 5 (1.98%) CISSP
5 5 (1.98%) CompTIA Security+
5 5 (1.98%) MCSA
5 5 (1.98%) MCSE
5 5 (1.98%) PhD
6 2 (0.79%) Security Cleared
7 1 (0.40%) ISEB
7 1 (0.40%) ISTQB
7 1 (0.40%) ISTQB Foundation Certification
7 1 (0.40%) Master's Degree
Quality Assurance & Compliance
1 17 (6.75%) Data Quality
1 17 (6.75%) GDPR
2 3 (1.19%) QA
3 2 (0.79%) ISO/IEC 27001
4 1 (0.40%) NIST
System Software
1 24 (9.52%) Docker
2 16 (6.35%) VirtualBox
3 15 (5.95%) HDFS
4 10 (3.97%) Active Directory
5 4 (1.59%) Cronacle
6 3 (1.19%) Apache Flume
Systems Management
1 26 (10.32%) Terraform
2 21 (8.33%) Kubernetes
3 18 (7.14%) Ansible
4 16 (6.35%) Docker Swarm
5 15 (5.95%) Hadoop YARN
6 6 (2.38%) Microsoft Intune
7 5 (1.98%) Control-M
7 5 (1.98%) Single Sign-On
8 4 (1.59%) Opscode Chef
8 4 (1.59%) Puppet
9 1 (0.40%) Graylog
9 1 (0.40%) Kubeflow
9 1 (0.40%) Packer
Vendors
1 111 (44.05%) Microsoft
2 39 (15.48%) Google
3 19 (7.54%) Dataiku
4 18 (7.14%) Cloudera
4 18 (7.14%) Hortonworks
5 17 (6.75%) Tableau
6 13 (5.16%) Oracle
7 8 (3.17%) Informatica
8 6 (2.38%) MuleSoft
9 5 (1.98%) Facebook
9 5 (1.98%) SAP
10 4 (1.59%) Alteryx
10 4 (1.59%) Paxata
11 3 (1.19%) Talend
12 2 (0.79%) Netezza
12 2 (0.79%) Splunk
13 1 (0.40%) Cognos
13 1 (0.40%) IBM
13 1 (0.40%) JD Edwards
13 1 (0.40%) Twitter