Period
to 20 May 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Visualisation over the 6 months to 20 May 2019 with a comparison to the same period in the previous 2 years.

Data Visualization
UK > England
6 months to
20 May 2019
Same period 2018 Same period 2017
Rank 319 363 346
Rank change year-on-year +44 -17 +98
Permanent jobs citing Data Visualisation 1,371 1,407 1,475
As % of all permanent IT jobs advertised in England 1.03% 0.87% 0.92%
As % of the Processes & Methodologies category 1.12% 0.95% 1.00%
Number of salaries quoted 1,136 1,094 1,291
England median annual salary £50,000 £55,000 £52,500
Median salary % change year-on-year -9.09% +4.76% +5.00%
10th Percentile £30,750 £32,875 £33,750
90th Percentile £84,375 £87,500 £83,750
UK median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +5.00%

Data Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 122,420 147,785 146,986
As % of all permanent IT jobs advertised in England 91.76% 91.83% 91.45%
Number of salaries quoted 96,596 119,916 121,540
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £29,750 £28,000
90th Percentile £86,250 £82,500 £80,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Data Visualisation
Job Vacancy Trend in England

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

Job vacancy trend for Data Visualisation in England

Data Visualisation
Salary Trend in England

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

Salary trend for Data Visualisation in England

Data Visualisation
Salary Histogram in England

The salary distribution of IT jobs citing Data Visualisation in England over the 6 months to 20 May 2019.

Salary histogram for Data Visualisation in England

Data Visualisation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Visualisation within the England region over the 6 months to 20 May 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 +23 723 £60,000 - 50
South East +49 195 £46,000 -14.02% 19
South West +91 141 £42,500 -15.00% 6
Midlands +107 130 £40,000 -11.11% 8
North of England 0 128 £45,000 +5.88% 15
West Midlands +62 93 £27,500 -45.00% 7
North West +23 87 £45,000 +5.88% 8
East of England -7 49 £47,500 -17.39% 7
East Midlands +56 37 £46,250 +54.17%
Yorkshire -15 28 £46,050 +8.35% 7
North East +25 13 £32,000 -13.51%
Data Visualisation
UK

For the 6 months to 20 May 2019, IT jobs citing Data Visualisation 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 Data Visualisation.

1 1,370 (99.93%) Visualisation
2 799 (58.28%) SQL
3 725 (52.88%) Analytics
4 722 (52.66%) Business Intelligence
5 627 (45.73%) Tableau
6 469 (34.21%) Python
7 428 (31.22%) Power BI
7 428 (31.22%) Power Platform
8 379 (27.64%) Agile Software Development
9 377 (27.50%) Analytical Skills
10 360 (26.26%) Data Warehouse
11 327 (23.85%) Data Science
12 305 (22.25%) ETL
12 305 (22.25%) Machine Learning
13 269 (19.62%) Microsoft
14 267 (19.47%) Big Data
15 265 (19.33%) QlikView
16 260 (18.96%) Degree
16 260 (18.96%) SQL Server
16 260 (18.96%) Data Analytics
17 248 (18.09%) Data Analysis
18 242 (17.65%) Java
19 239 (17.43%) Finance
20 236 (17.21%) R
21 228 (16.63%) Problem-Solving
22 199 (14.51%) SQL Server Integration Services
23 198 (14.44%) Data Modelling
24 197 (14.37%) SQL Server Reporting Services
25 194 (14.15%) Mathematics
26 193 (14.08%) Hadoop

Data Visualisation
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
1 156 (11.38%) Apache Spark
2 77 (5.62%) SAS
3 31 (2.26%) SharePoint
4 28 (2.04%) Apache
5 27 (1.97%) Elasticsearch
6 14 (1.02%) Confluence
7 10 (0.73%) Apache Solr
8 9 (0.66%) nginx
9 7 (0.51%) CMS
9 7 (0.51%) Tomcat
10 6 (0.44%) Apache Pig
10 6 (0.44%) Drupal
10 6 (0.44%) OpenStack
11 4 (0.29%) SharePoint Server
12 3 (0.22%) Jupyter
13 2 (0.15%) ArcGIS
14 1 (0.073%) Apache Airflow
14 1 (0.073%) GeoServer
14 1 (0.073%) Luigi
14 1 (0.073%) Moodle
Applications
1 175 (12.76%) Microsoft Excel
2 54 (3.94%) Microsoft Office
3 21 (1.53%) SPSS
4 17 (1.24%) Microsoft PowerPoint
5 16 (1.17%) Sketch
6 14 (1.02%) Photoshop
7 13 (0.95%) Adobe Illustrator
8 12 (0.88%) Adobe Creative Suite
9 10 (0.73%) InVision
10 9 (0.66%) Adobe After Effects
10 9 (0.66%) Adobe XD
10 9 (0.66%) Stata
10 9 (0.66%) Zeplin
11 7 (0.51%) MS Visio
12 4 (0.29%) Spreadsheet
13 3 (0.22%) Microsoft Project
14 2 (0.15%) UXPin
15 1 (0.073%) Chatbot
15 1 (0.073%) Flinto
15 1 (0.073%) Marvel
Business Applications
1 16 (1.17%) Magento
2 10 (0.73%) SAP S/4HANA
3 5 (0.36%) Infor SunSystems
3 5 (0.36%) SAP FI-GL
4 3 (0.22%) WebTrends
5 2 (0.15%) Cognos Business Intelligence
5 2 (0.15%) SAP ERP
5 2 (0.15%) SAP Oil and Gas
6 1 (0.073%) Cognos TM1
6 1 (0.073%) Dynamics CRM
6 1 (0.073%) Eloqua
6 1 (0.073%) Infor M3
6 1 (0.073%) SAP CRM
6 1 (0.073%) Sprinklr
6 1 (0.073%) Unica
Cloud Services
1 428 (31.22%) Power Platform
2 188 (13.71%) Microsoft Azure
3 132 (9.63%) Amazon AWS
4 63 (4.60%) Google Cloud Platform
5 30 (2.19%) PaaS
6 28 (2.04%) Azure Data Factory
6 28 (2.04%) Google Analytics
7 27 (1.97%) SaaS
8 21 (1.53%) Office 365
9 17 (1.24%) Cloud Computing
10 12 (0.88%) Serverless
11 9 (0.66%) Adobe Analytics
11 9 (0.66%) AWS Lambda
12 8 (0.58%) Amazon S3
13 7 (0.51%) Amazon EMR
13 7 (0.51%) Azure Stack
14 6 (0.44%) Dynamics 365
15 5 (0.36%) Amazon EC2
15 5 (0.36%) Azure Machine Learning
15 5 (0.36%) GitHub
Communications & Networking
1 43 (3.14%) Internet
2 11 (0.80%) HTTP
3 5 (0.36%) Intranet
3 5 (0.36%) PPP
4 3 (0.22%) Broadband
4 3 (0.22%) DNS
4 3 (0.22%) MVNO
4 3 (0.22%) Wi-Fi
5 1 (0.073%) AMQP
5 1 (0.073%) Firewall
5 1 (0.073%) HTTPS
5 1 (0.073%) LAN
5 1 (0.073%) SSL
5 1 (0.073%) TCP/IP
5 1 (0.073%) VPN
5 1 (0.073%) WAN
Database & Business Intelligence
1 428 (31.22%) Power BI
2 360 (26.26%) Data Warehouse
3 267 (19.47%) Big Data
4 265 (19.33%) QlikView
5 260 (18.96%) SQL Server
6 199 (14.51%) SQL Server Integration Services
7 197 (14.37%) SQL Server Reporting Services
8 193 (14.08%) Hadoop
9 126 (9.19%) SQL Server Analysis Services
10 117 (8.53%) Data Mining
11 79 (5.76%) BusinessObjects
12 76 (5.54%) NoSQL
13 75 (5.47%) Apache Hive
14 64 (4.67%) Relational Database
15 54 (3.94%) SQL Server 2012
16 48 (3.50%) Amazon Redshift
17 34 (2.48%) Data Lake
17 34 (2.48%) Looker
18 32 (2.33%) BigQuery
19 31 (2.26%) Neo4j
Development Applications
1 112 (8.17%) Git (software)
2 45 (3.28%) JIRA
3 39 (2.84%) Jenkins
4 34 (2.48%) Maven
5 26 (1.90%) webpack
6 25 (1.82%) Gradle
6 25 (1.82%) Team Foundation Server
7 24 (1.75%) Ant
8 22 (1.60%) Subversion
9 13 (0.95%) Axure RP
9 13 (0.95%) Toad
10 11 (0.80%) Atlassian Bamboo
11 10 (0.73%) Balsamiq
11 10 (0.73%) TeamCity
12 9 (0.66%) GitLab
12 9 (0.66%) Jasmine
12 9 (0.66%) Karma Test Runner
13 8 (0.58%) gulp
13 8 (0.58%) SQL Server Management Studio (SSMS)
14 6 (0.44%) Hudson
General
1 239 (17.43%) Finance
2 172 (12.55%) Retail
3 98 (7.15%) Marketing
4 89 (6.49%) Telecoms
5 76 (5.54%) Banking
6 43 (3.14%) Automotive
7 34 (2.48%) Legal
8 33 (2.41%) Manufacturing
9 22 (1.60%) Advertising
9 22 (1.60%) Investment Banking
10 21 (1.53%) Law
11 18 (1.31%) Games
12 17 (1.24%) Electronics
13 12 (0.88%) General Ledger
13 12 (0.88%) Publishing
14 7 (0.51%) Back Office
14 7 (0.51%) Local Government
15 6 (0.44%) Pharmaceutical
16 3 (0.22%) Financial Institution
16 3 (0.22%) Front Office
Job Titles
1 368 (26.84%) Analyst
2 339 (24.73%) Developer
3 154 (11.23%) Data Analyst
4 137 (9.99%) Business Intelligence Developer
5 126 (9.19%) Data Engineer
6 121 (8.83%) Business Intelligence Analyst
7 119 (8.68%) Data Scientist
8 83 (6.05%) SQL Developer
9 69 (5.03%) Architect
10 67 (4.89%) Senior Developer
11 65 (4.74%) Consultant
12 57 (4.16%) Software Engineer
13 56 (4.08%) Data Architect
14 53 (3.87%) Senior Analyst
15 51 (3.72%) Analytics Manager
16 47 (3.43%) Data Manager
17 44 (3.21%) Designer
18 43 (3.14%) SQL BI Developer
19 37 (2.70%) Java Engineer
19 37 (2.70%) SQL Analyst
Libraries, Frameworks & Software Standards
1 101 (7.37%) CSS
2 98 (7.15%) HTML
3 84 (6.13%) D3.js
4 60 (4.38%) AngularJS
5 51 (3.72%) .NET
5 51 (3.72%) Kafka
5 51 (3.72%) XML
6 50 (3.65%) React
7 47 (3.43%) HTML5
8 40 (2.92%) JSON
8 40 (2.92%) scikit-learn
9 37 (2.70%) MDX
10 35 (2.55%) Web Services
11 34 (2.48%) Node.js
12 30 (2.19%) Redux
13 29 (2.12%) RESTful
14 27 (1.97%) NumPy
15 22 (1.60%) Keras
16 21 (1.53%) TensorFlow
17 20 (1.46%) Natural Language Processing
Miscellaneous
1 377 (27.50%) Analytical Skills
2 118 (8.61%) Algorithms
3 94 (6.86%) User Experience
4 63 (4.60%) Data Structures
5 55 (4.01%) Management Information System
6 52 (3.79%) Greenfield Project
7 47 (3.43%) Fintech
8 41 (2.99%) Internet of Things
9 29 (2.12%) Self-Motivation
10 26 (1.90%) Mobile App
11 24 (1.75%) Virtual Team
12 15 (1.09%) Enterprise Software
13 13 (0.95%) Replication
14 12 (0.88%) Reinsurance
14 12 (0.88%) Robotics
14 12 (0.88%) Social Media
15 11 (0.80%) Credit Risk
16 9 (0.66%) Graphic Design
16 9 (0.66%) Life Science
16 9 (0.66%) Social Network
Operating Systems
1 58 (4.23%) Linux
2 11 (0.80%) Windows
3 8 (0.58%) Android
3 8 (0.58%) Apple iOS
4 5 (0.36%) Unix
Processes & Methodologies
1 1,370 (99.93%) Visualisation
2 725 (52.88%) Analytics
3 722 (52.66%) Business Intelligence
4 379 (27.64%) Agile Software Development
5 327 (23.85%) Data Science
6 305 (22.25%) ETL
6 305 (22.25%) Machine Learning
7 260 (18.96%) Data Analytics
8 248 (18.09%) Data Analysis
9 228 (16.63%) Problem-Solving
10 198 (14.44%) Data Modelling
11 194 (14.15%) Mathematics
12 177 (12.91%) Artificial Intelligence
13 166 (12.11%) Software Engineering
14 135 (9.85%) Project Management
15 134 (9.77%) Computer Science
16 117 (8.53%) Decision-Making
17 111 (8.10%) Statistics
18 97 (7.08%) Mentoring
19 85 (6.20%) SDLC
Programming Languages
1 799 (58.28%) SQL
2 469 (34.21%) Python
3 242 (17.65%) Java
4 236 (17.21%) R
5 149 (10.87%) JavaScript
6 140 (10.21%) T-SQL
7 119 (8.68%) Scala
8 82 (5.98%) VBA
9 71 (5.18%) C
10 67 (4.89%) C#
11 59 (4.30%) C++
12 41 (2.99%) MATLAB
13 30 (2.19%) Data Analysis Expressions (DAX)
14 29 (2.12%) TypeScript
15 23 (1.68%) Groovy
15 23 (1.68%) PHP
16 19 (1.39%) Ruby
17 18 (1.31%) PowerShell
18 15 (1.09%) ES6
18 15 (1.09%) Go
Qualifications
1 260 (18.96%) Degree
2 48 (3.50%) Security Cleared
3 41 (2.99%) SC Cleared
4 38 (2.77%) Computer Science Degree
5 37 (2.70%) PhD
6 26 (1.90%) Master's Degree
7 19 (1.39%) Numerate Degree
8 18 (1.31%) DV Cleared
9 10 (0.73%) Postgraduate
10 9 (0.66%) DBS Check
10 9 (0.66%) Microsoft Certification
11 7 (0.51%) MCDBA
11 7 (0.51%) MCSE
11 7 (0.51%) PMI Certification
12 4 (0.29%) CISA
13 3 (0.22%) ITIL Certification
14 2 (0.15%) MBA
15 1 (0.073%) CFA
15 1 (0.073%) CIMA
15 1 (0.073%) PRINCE2 Certification
Quality Assurance & Compliance
1 116 (8.46%) Data Quality
2 37 (2.70%) GDPR
3 12 (0.88%) QA
4 9 (0.66%) SLA
5 5 (0.36%) PCI DSS
5 5 (0.36%) PMO
6 4 (0.29%) Actionable Recommendations
7 3 (0.22%) Dodd-Frank
7 3 (0.22%) IFRS
7 3 (0.22%) Solvency II
System Software
1 41 (2.99%) Docker
2 13 (0.95%) HDFS
3 5 (0.36%) Varnish
4 1 (0.073%) Firmware
4 1 (0.073%) VMware Infrastructure
Systems Management
1 25 (1.82%) Ambari
2 24 (1.75%) Oozie
3 16 (1.17%) Ansible
4 14 (1.02%) Kubernetes
5 13 (0.95%) Puppet
5 13 (0.95%) SQL Sentry
5 13 (0.95%) Terraform
6 11 (0.80%) Hadoop YARN
7 7 (0.51%) Kibana
8 1 (0.073%) Opscode Chef
Vendors
1 627 (45.73%) Tableau
2 269 (19.62%) Microsoft
3 78 (5.69%) SAP
4 74 (5.40%) Google
5 60 (4.38%) Oracle
6 41 (2.99%) Adobe
7 39 (2.84%) Alteryx
8 37 (2.70%) Cognos
9 18 (1.31%) IBM
10 16 (1.17%) Databricks
10 16 (1.17%) MicroStrategy
10 16 (1.17%) Salesforce.com
11 15 (1.09%) Remedy
12 14 (1.02%) Talend
13 13 (0.95%) IDERA
13 13 (0.95%) RedGate
14 11 (0.80%) Cloudera
14 11 (0.80%) Informatica
15 9 (0.66%) Cypress Semiconductor
16 8 (0.58%) MapR