Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 21 January 2019 with a comparison to the same period in the previous 2 years.

Data Visualization
England > South East
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 281 355 413
Rank change year-on-year +74 +58 +148
Permanent jobs citing Data Visualisation 274 197 141
As % of all permanent IT jobs advertised in the South East 1.03% 0.64% 0.44%
As % of the Processes & Methodologies category 1.13% 0.72% 0.50%
Number of salaries quoted 140 173 132
South East median annual salary £50,000 £45,000 £52,500
Median salary % change year-on-year +11.11% -14.29% +10.53%
10th Percentile £31,250 £27,500 £37,500
90th Percentile £77,500 £65,750 £89,750
England median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 24,236 27,542 28,337
As % of all permanent IT jobs advertised in the South East 91.20% 89.89% 89.38%
Number of salaries quoted 19,822 22,728 23,256
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,250 £27,500 £27,000
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Visualisation
Job Vacancy Trend in the South East

Job postings citing Data Visualisation as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Visualisation in the South East

Data Visualisation
Salary Trend in the South East

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

Salary trend for Data Visualisation in the South East

Data Visualisation
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Visualisation in the South East over the 6 months to 21 January 2019.

Salary histogram for Data Visualisation in the South East

Data Visualisation
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Visualisation within the South East region over the 6 months to 21 January 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
Thames Valley +78 168 £60,000 +41.18% 14
Berkshire +72 124 £52,500 +20.00% 5
Hampshire +27 46 £50,000 -18.37% 7
Oxfordshire +30 36 £65,000 +18.18% 9
Surrey +28 31 £50,000 - 5
Kent +38 17 £35,000 -12.50%
Buckinghamshire -2 8 £49,500 +32.00%
Middlesex - 5 - -
Sussex - 4 £77,500 -
West Sussex -28 2 £65,000 +44.44% 1
East Sussex +9 1 £19,500 -56.67% 1
Data Visualisation
England

For the 6 months to 21 January 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 South East region with a requirement for Data Visualisation.

1 274 (100.00%) Visualisation
2 211 (77.01%) Analytics
3 189 (68.98%) Business Intelligence
4 183 (66.79%) Tableau
5 163 (59.49%) SQL
6 141 (51.46%) Power BI
7 138 (50.36%) Data Science
8 129 (47.08%) Degree
9 123 (44.89%) Finance
10 110 (40.15%) Python
11 99 (36.13%) Artificial Intelligence
11 99 (36.13%) R
12 96 (35.04%) Retail
13 90 (32.85%) Mathematics
14 89 (32.48%) Decision-Making
15 87 (31.75%) Telecoms
16 85 (31.02%) Data-Driven Decision Making
16 85 (31.02%) Data Engineering
17 80 (29.20%) Algorithms
17 80 (29.20%) Agile Software Development
18 78 (28.47%) Statistics
19 74 (27.01%) Big Data
20 70 (25.55%) Hadoop
21 69 (25.18%) Machine Learning
22 65 (23.72%) Apache Hive
23 61 (22.26%) SAS
23 61 (22.26%) Data Modelling
24 60 (21.90%) Stakeholder Management
25 53 (19.34%) Java
26 52 (18.98%) SAP

Data Visualisation
Co-occurring IT Skills in the South East 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 61 (22.26%) SAS
2 46 (16.79%) Apache
2 46 (16.79%) Apache Spark
3 5 (1.82%) IIS
4 4 (1.46%) Confluence
5 2 (0.73%) Elasticsearch
Applications
1 22 (8.03%) Microsoft Excel
2 9 (3.28%) Microsoft Office
3 8 (2.92%) Adobe After Effects
3 8 (2.92%) Adobe Illustrator
4 5 (1.82%) Microsoft PowerPoint
5 4 (1.46%) Microsoft Project
5 4 (1.46%) MS Visio
6 3 (1.09%) Stata
Business Applications
1 1 (0.36%) SAP CRM
Cloud Services
1 45 (16.42%) Microsoft Azure
2 23 (8.39%) Google Analytics
3 8 (2.92%) Amazon AWS
4 4 (1.46%) Azure Data Factory
4 4 (1.46%) Office 365
4 4 (1.46%) PaaS
Communications & Networking
1 6 (2.19%) PPP
2 5 (1.82%) iBeacon
2 5 (1.82%) Wireless
3 2 (0.73%) PSTN
3 2 (0.73%) Wi-Fi
4 1 (0.36%) Internet
Database & Business Intelligence
1 141 (51.46%) Power BI
2 74 (27.01%) Big Data
3 70 (25.55%) Hadoop
4 65 (23.72%) Apache Hive
5 42 (15.33%) Data Warehouse
5 42 (15.33%) Text Mining
6 41 (14.96%) SAP HANA
7 31 (11.31%) Data Mining
7 31 (11.31%) SQL Server
7 31 (11.31%) SQL Server Integration Services
8 28 (10.22%) QlikView
8 28 (10.22%) SQL Server Reporting Services
9 26 (9.49%) Spotfire
10 17 (6.20%) SQL Server Analysis Services
11 16 (5.84%) Relational Database
12 10 (3.65%) BusinessObjects
13 9 (3.28%) NoSQL
14 7 (2.55%) MySQL
15 6 (2.19%) SAP Data Services
16 5 (1.82%) Qlik Sense
Development Applications
1 37 (13.50%) Git (software)
2 7 (2.55%) SQL Server Management Studio (SSMS)
3 6 (2.19%) JIRA
4 4 (1.46%) Jenkins
4 4 (1.46%) Subversion
4 4 (1.46%) Team Foundation Server
4 4 (1.46%) Toad
4 4 (1.46%) VersionOne
5 3 (1.09%) ERwin
6 2 (0.73%) Rational DOORS
7 1 (0.36%) Jasmine
7 1 (0.36%) Karma Test Runner
7 1 (0.36%) Visual Studio
General
1 123 (44.89%) Finance
2 96 (35.04%) Retail
3 87 (31.75%) Telecoms
4 14 (5.11%) Marketing
5 10 (3.65%) Manufacturing
6 5 (1.82%) Banking
7 3 (1.09%) Advertising
7 3 (1.09%) Publishing
8 2 (0.73%) Electronics
8 2 (0.73%) Military
9 1 (0.36%) Back Office
9 1 (0.36%) Legal
Job Titles
1 72 (26.28%) Data Scientist
2 38 (13.87%) Developer
3 34 (12.41%) Analyst
4 29 (10.58%) Senior Data Scientist
5 20 (7.30%) Data Analyst
6 15 (5.47%) Analytics Manager
7 13 (4.74%) Architect
8 12 (4.38%) Business Intelligence Analyst
8 12 (4.38%) Delivery Manager
9 11 (4.01%) Data Architect
9 11 (4.01%) Senior Developer
10 9 (3.28%) Software Developer
11 8 (2.92%) Business Intelligence Developer
11 8 (2.92%) Front End Developer (Client-Side Developer)
11 8 (2.92%) Junior
12 7 (2.55%) DBA
12 7 (2.55%) SQL DBA
13 6 (2.19%) Analyst Developer
13 6 (2.19%) Senior Statistician
13 6 (2.19%) Statistician
Libraries, Frameworks & Software Standards
1 46 (16.79%) D3.js
2 42 (15.33%) Kafka
3 41 (14.96%) ggplot
4 23 (8.39%) CSS
5 18 (6.57%) HTML
6 12 (4.38%) HTML5
7 7 (2.55%) REST
8 6 (2.19%) CSS3
9 5 (1.82%) LESS
9 5 (1.82%) Sass
9 5 (1.82%) Web Services
9 5 (1.82%) XML
10 4 (1.46%) .NET
10 4 (1.46%) AngularJS
10 4 (1.46%) JSON
10 4 (1.46%) Velocity
11 3 (1.09%) Natural Language Processing
12 2 (0.73%) Flask
12 2 (0.73%) Node.js
12 2 (0.73%) WebSockets
Miscellaneous
1 80 (29.20%) Algorithms
2 41 (14.96%) Social Network
3 21 (7.66%) Analytical Skills
4 11 (4.01%) Management Information System
5 8 (2.92%) Mobile App
5 8 (2.92%) Self-Motivation
6 6 (2.19%) Data Structures
6 6 (2.19%) Enterprise Software
6 6 (2.19%) Greenfield Project
6 6 (2.19%) Life Science
7 4 (1.46%) Clustering
7 4 (1.46%) Fintech
7 4 (1.46%) FMCG
7 4 (1.46%) PMI
7 4 (1.46%) Replication
7 4 (1.46%) User Experience
8 2 (0.73%) Graphic Design
9 1 (0.36%) Cyberattack
9 1 (0.36%) Internet of Things
9 1 (0.36%) Social Media
Operating Systems
1 7 (2.55%) Linux
2 6 (2.19%) Apple iOS
3 5 (1.82%) Android
3 5 (1.82%) Windows
4 4 (1.46%) Red Hat Enterprise Linux
4 4 (1.46%) Windows Server
Processes & Methodologies
1 274 (100.00%) Visualisation
2 211 (77.01%) Analytics
3 189 (68.98%) Business Intelligence
4 138 (50.36%) Data Science
5 99 (36.13%) Artificial Intelligence
6 90 (32.85%) Mathematics
7 89 (32.48%) Decision-Making
8 85 (31.02%) Data Engineering
8 85 (31.02%) Data-Driven Decision Making
9 80 (29.20%) Agile Software Development
10 78 (28.47%) Statistics
11 69 (25.18%) Machine Learning
12 61 (22.26%) Data Modelling
13 60 (21.90%) Stakeholder Management
14 45 (16.42%) Matrix Organization
15 44 (16.06%) A/B Testing
15 44 (16.06%) Decision Science
16 42 (15.33%) Econometrics
16 42 (15.33%) Quantitative Research
16 42 (15.33%) Random Forest
Programming Languages
1 163 (59.49%) SQL
2 110 (40.15%) Python
3 99 (36.13%) R
4 53 (19.34%) Java
5 29 (10.58%) C++
6 23 (8.39%) Delphi
7 19 (6.93%) JavaScript
8 13 (4.74%) T-SQL
9 9 (3.28%) MATLAB
10 6 (2.19%) C#
10 6 (2.19%) VBA
11 4 (1.46%) Scala
12 3 (1.09%) Ruby
13 2 (0.73%) C
13 2 (0.73%) ES6
13 2 (0.73%) Go
14 1 (0.36%) Perl
14 1 (0.36%) PL/SQL
Qualifications
1 129 (47.08%) Degree
2 14 (5.11%) Master's Degree
3 7 (2.55%) Computer Science Degree
4 4 (1.46%) Numerate Degree
5 3 (1.09%) PhD
6 2 (0.73%) DV Cleared
6 2 (0.73%) SC Cleared
6 2 (0.73%) Security Cleared
7 1 (0.36%) TOGAF Certification
Quality Assurance & Compliance
1 9 (3.28%) Data Quality
2 4 (1.46%) GDPR
2 4 (1.46%) PMBOK
2 4 (1.46%) QA
System Software
1 10 (3.65%) Docker
Systems Management
1 41 (14.96%) Hadoop YARN
2 5 (1.82%) Ansible
3 4 (1.46%) Microsoft Clustering
3 4 (1.46%) Opscode Chef
3 4 (1.46%) Puppet
4 1 (0.36%) Terraform
Vendors
1 183 (66.79%) Tableau
2 52 (18.98%) SAP
3 23 (8.39%) Google
4 18 (6.57%) Microsoft
5 10 (3.65%) Oracle
6 4 (1.46%) CA Agile Central
6 4 (1.46%) HP
6 4 (1.46%) Red Hat
6 4 (1.46%) ServiceNow
7 2 (0.73%) Alteryx
7 2 (0.73%) Cognos
7 2 (0.73%) Netezza
8 1 (0.36%) Brio
8 1 (0.36%) Hyperion
8 1 (0.36%) MicroStrategy