Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 11 November 2019

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 11 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 > England
6 months to
11 Nov 2019		 Same period 2018 Same period 2017
Rank 787 1007 1183
Rank change year-on-year +220 +176 +18
Permanent jobs citing Databricks 242 111 8
As % of all permanent IT jobs advertised in England 0.19% 0.074% 0.005%
As % of the Vendors category 0.45% 0.17% 0.011%
Number of salaries quoted 199 45 8
England median annual salary £75,000 £75,000 £62,500
Median salary % change year-on-year - +20.00% -21.88%
10th Percentile £46,750 £46,250 £46,250
90th Percentile £95,000 £95,000 £78,750
UK median annual salary £75,000 £75,000 £62,500
% change year-on-year - +20.00% -21.88%

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 53,428 64,102 74,472
As % of all permanent IT jobs advertised in England 42.59% 42.83% 44.26%
Number of salaries quoted 41,225 50,195 58,085
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £27,281 £27,500 £26,250
90th Percentile £82,500 £80,000 £75,000
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

Databricks
Job Vacancy Trend in England

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

Job vacancy trend for Databricks in England

Databricks
Salary Trend in England

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

Salary trend for Databricks in England

Databricks
Salary Histogram in England

The salary distribution of IT jobs citing Databricks in England over the 6 months to 11 November 2019.

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 11 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
London +138 172 £80,000 - 35
North of England +54 20 £70,000 +55.56% 7
South East +54 17 £52,000 -38.82% 21
Midlands - 17 £55,000 - 11
East Midlands - 16 £55,000 - 11
North West - 13 £67,500 - 7
South West - 6 £48,500 - 4
Yorkshire +12 4 £90,000 +100.00%
North East - 3 £67,500 -
West Midlands - 1 £77,500 -
Databricks
UK

For the 6 months to 11 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 across the England region with a requirement for Databricks.

1 231 (95.45%) Azure
2 180 (74.38%) SQL
3 152 (62.81%) Data Lake
4 141 (58.26%) Analytics
5 140 (57.85%) Azure Data Factory
6 125 (51.65%) Data Warehouse
7 121 (50.00%) Business Intelligence
8 112 (46.28%) Microsoft
9 109 (45.04%) Python
9 109 (45.04%) SQL Server
10 106 (43.80%) Power Platform
10 106 (43.80%) Power BI
11 104 (42.98%) Big Data
12 101 (41.74%) Azure SQL Database
13 94 (38.84%) Agile Software Development
14 82 (33.88%) Data Modelling
14 82 (33.88%) SQL Server Analysis Services
15 79 (32.64%) Hadoop
16 77 (31.82%) Apache Spark
17 74 (30.58%) AWS
18 73 (30.17%) SQL Server Integration Services
19 72 (29.75%) Machine Learning
19 72 (29.75%) ETL
20 68 (28.10%) Data Science
21 66 (27.27%) Data Analytics
21 66 (27.27%) NoSQL
22 61 (25.21%) DevOps
23 58 (23.97%) Microsoft Analysis Services
24 56 (23.14%) Azure SQL Data Warehouse
25 52 (21.49%) Finance

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 77 (31.82%) Apache Spark
2 24 (9.92%) Apache
3 6 (2.48%) Apache Pig
4 5 (2.07%) Apache Airflow
5 3 (1.24%) Jupyter
6 2 (0.83%) Apache Solr
6 2 (0.83%) ArcGIS
6 2 (0.83%) SharePoint
7 1 (0.41%) Elasticsearch
Applications
1 10 (4.13%) Microsoft Excel
2 5 (2.07%) Microsoft Office
3 1 (0.41%) Chatbot
Business Applications
1 1 (0.41%) Dynamics AX
1 1 (0.41%) NetSuite
Cloud Services
1 231 (95.45%) Azure
2 140 (57.85%) Azure Data Factory
3 106 (43.80%) Power Platform
4 74 (30.58%) AWS
5 38 (15.70%) GCP
6 23 (9.50%) Serverless
7 20 (8.26%) Amazon SageMaker
8 19 (7.85%) Azure Machine Learning
8 19 (7.85%) PaaS
9 18 (7.44%) Amazon EMR
10 17 (7.02%) Amazon S3
10 17 (7.02%) Azure Functions
11 15 (6.20%) Amazon Kinesis
12 9 (3.72%) Azure Active Directory
13 6 (2.48%) Office 365
14 5 (2.07%) Data Lake Analytics
15 4 (1.65%) Cortana Intelligence Suite
15 4 (1.65%) npm
15 4 (1.65%) SaaS
16 3 (1.24%) IaaS
Communications & Networking
1 1 (0.41%) Broadband
1 1 (0.41%) Internet
Database & Business Intelligence
1 152 (62.81%) Data Lake
2 125 (51.65%) Data Warehouse
3 109 (45.04%) SQL Server
4 106 (43.80%) Power BI
5 104 (42.98%) Big Data
6 101 (41.74%) Azure SQL Database
7 82 (33.88%) SQL Server Analysis Services
8 79 (32.64%) Hadoop
9 73 (30.17%) SQL Server Integration Services
10 66 (27.27%) NoSQL
11 58 (23.97%) Microsoft Analysis Services
12 56 (23.14%) Azure SQL Data Warehouse
13 51 (21.07%) SQL Server Reporting Services
14 39 (16.12%) Cosmos DB
15 27 (11.16%) Apache Hive
16 25 (10.33%) HDInsight
17 23 (9.50%) Amazon Redshift
17 23 (9.50%) MongoDB
18 22 (9.09%) Neo4j
18 22 (9.09%) PostgreSQL
Development Applications
1 21 (8.68%) Git (software)
1 21 (8.68%) Jenkins
2 19 (7.85%) Visual Studio
3 17 (7.02%) Vagrant
4 16 (6.61%) Atlassian Bamboo
5 9 (3.72%) ER Studio
5 9 (3.72%) ERwin
5 9 (3.72%) PowerDesigner
6 6 (2.48%) Team Foundation Server
7 5 (2.07%) Octopus Deploy
7 5 (2.07%) TeamCity
8 4 (1.65%) Sinon.JS
8 4 (1.65%) webpack
9 3 (1.24%) git-flow
9 3 (1.24%) GoCD
9 3 (1.24%) Visual Studio Team System
10 1 (0.41%) JIRA
General
1 52 (21.49%) Finance
2 21 (8.68%) Retail
3 10 (4.13%) Manufacturing
4 8 (3.31%) Advertising
5 6 (2.48%) Marketing
5 6 (2.48%) Public Sector
6 5 (2.07%) Banking
7 4 (1.65%) Automotive
8 1 (0.41%) Games
8 1 (0.41%) Legal
8 1 (0.41%) Publishing
Job Titles
1 71 (29.34%) Developer
2 62 (25.62%) Data Engineer
3 47 (19.42%) Architect
4 43 (17.77%) Business Intelligence Developer
5 33 (13.64%) Azure Developer
6 26 (10.74%) Azure Engineer
6 26 (10.74%) Data Architect
7 25 (10.33%) SQL Developer
8 23 (9.50%) Cloud Architect
8 23 (9.50%) Senior Developer
8 23 (9.50%) SQL BI Developer
9 21 (8.68%) Business Intelligence Lead
10 20 (8.26%) Database Developer
10 20 (8.26%) Lead Developer
10 20 (8.26%) SQL Database Developer
11 19 (7.85%) Data Scientist
12 17 (7.02%) Senior Business Intelligence Developer
13 13 (5.37%) Business Intelligence Architect
13 13 (5.37%) Power BI Developer
14 12 (4.96%) SSIS Developer
Libraries, Frameworks & Software Standards
1 48 (19.83%) MDX
2 24 (9.92%) TensorFlow
3 23 (9.50%) Spark Streaming
4 22 (9.09%) Natural Language Processing
5 19 (7.85%) .NET
5 19 (7.85%) MXNet
5 19 (7.85%) scikit-learn
6 15 (6.20%) Lambda Expressions
7 14 (5.79%) Kafka
8 13 (5.37%) ASP.NET
9 9 (3.72%) React
10 8 (3.31%) Node.js
11 6 (2.48%) Pandas
12 5 (2.07%) .NET Framework
12 5 (2.07%) AngularJS
12 5 (2.07%) ASP.NET Core
12 5 (2.07%) ASP.NET MVC
12 5 (2.07%) PySpark
12 5 (2.07%) REST
13 4 (1.65%) NumPy
Miscellaneous
1 34 (14.05%) Analytical Skills
2 23 (9.50%) Greenfield Project
3 19 (7.85%) Algorithms
4 9 (3.72%) Blog
5 8 (3.31%) Acoustics
6 6 (2.48%) User Experience
7 5 (2.07%) Self-Motivation
8 4 (1.65%) Data Structures
9 3 (1.24%) Analytical Mindset
10 2 (0.83%) Cloud Native
10 2 (0.83%) Data Centre
10 2 (0.83%) Management Information System
10 2 (0.83%) Podcast
10 2 (0.83%) Public Cloud
11 1 (0.41%) Driving Licence
11 1 (0.41%) Enterprise Cloud
11 1 (0.41%) Robotics
11 1 (0.41%) Taxonomies
Operating Systems
1 18 (7.44%) Windows
2 6 (2.48%) Unix
2 6 (2.48%) Windows 10
3 5 (2.07%) Linux
3 5 (2.07%) Windows Server
4 1 (0.41%) Windows 7
4 1 (0.41%) Windows Server 2012
Processes & Methodologies
1 141 (58.26%) Analytics
2 121 (50.00%) Business Intelligence
3 94 (38.84%) Agile Software Development
4 82 (33.88%) Data Modelling
5 72 (29.75%) ETL
5 72 (29.75%) Machine Learning
6 68 (28.10%) Data Science
7 66 (27.27%) Data Analytics
8 61 (25.21%) DevOps
9 51 (21.07%) Visualisation
10 47 (19.42%) Kimball Methodology
11 46 (19.01%) Data Engineering
12 45 (18.60%) Problem-Solving
13 42 (17.36%) Scrum
14 35 (14.46%) Kanban
15 34 (14.05%) Data Ingestion
16 32 (13.22%) Artificial Intelligence
17 27 (11.16%) Deep Learning
17 27 (11.16%) Software Engineering
18 25 (10.33%) Presales
Programming Languages
1 180 (74.38%) SQL
2 109 (45.04%) Python
3 47 (19.42%) Data Analysis Expressions (DAX)
4 36 (14.88%) R
5 28 (11.57%) C#
6 22 (9.09%) JavaScript
7 18 (7.44%) Scala
7 18 (7.44%) T-SQL
8 16 (6.61%) PowerShell
9 10 (4.13%) VBA
10 9 (3.72%) U-SQL
11 8 (3.31%) C++
11 8 (3.31%) TypeScript
12 5 (2.07%) Java
13 1 (0.41%) MATLAB
Qualifications
1 11 (4.55%) Degree
2 10 (4.13%) Microsoft Certification
3 7 (2.89%) Computer Science Degree
4 6 (2.48%) Cisco Certification
5 5 (2.07%) (ISC)2 CCSP
5 5 (2.07%) CCSP
5 5 (2.07%) CISSP
5 5 (2.07%) CompTIA Security+
5 5 (2.07%) MCSA
5 5 (2.07%) MCSE
5 5 (2.07%) PhD
6 2 (0.83%) Security Cleared
7 1 (0.41%) Master's Degree
Quality Assurance & Compliance
1 16 (6.61%) GDPR
2 15 (6.20%) Data Quality
3 3 (1.24%) QA
4 1 (0.41%) ISO/IEC 27001
4 1 (0.41%) NIST
System Software
1 24 (9.92%) Docker
2 16 (6.61%) VirtualBox
3 15 (6.20%) HDFS
4 9 (3.72%) Active Directory
5 4 (1.65%) Cronacle
6 3 (1.24%) Apache Flume
Systems Management
1 26 (10.74%) Terraform
2 21 (8.68%) Kubernetes
3 18 (7.44%) Ansible
4 16 (6.61%) Docker Swarm
5 15 (6.20%) Hadoop YARN
6 6 (2.48%) Microsoft Intune
7 5 (2.07%) Single Sign-On
8 4 (1.65%) Control-M
8 4 (1.65%) Opscode Chef
8 4 (1.65%) Puppet
9 1 (0.41%) Graylog
9 1 (0.41%) Kubeflow
9 1 (0.41%) Packer
Vendors
1 112 (46.28%) Microsoft
2 38 (15.70%) Google
3 19 (7.85%) Dataiku
4 18 (7.44%) Cloudera
4 18 (7.44%) Hortonworks
5 12 (4.96%) Tableau
6 11 (4.55%) Oracle
7 7 (2.89%) Informatica
8 6 (2.48%) MuleSoft
9 5 (2.07%) Facebook
9 5 (2.07%) SAP
10 4 (1.65%) Alteryx
10 4 (1.65%) Paxata
11 2 (0.83%) Splunk
11 2 (0.83%) Talend
12 1 (0.41%) Cognos
12 1 (0.41%) IBM
12 1 (0.41%) JD Edwards
12 1 (0.41%) Netezza
12 1 (0.41%) Twitter