Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

Visualization
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 164 157 199
Rank change year-on-year -7 +42 +7
Permanent jobs citing Visualisation 51 67 58
As % of all permanent IT jobs advertised in Leeds 1.08% 1.31% 0.97%
As % of the Processes & Methodologies category 1.16% 1.40% 1.05%
Number of salaries quoted 42 63 58
Leeds median annual salary £42,500 £45,000 £55,750
Median salary % change year-on-year -5.56% -19.28% +11.50%
10th Percentile £31,350 £32,750 £37,500
90th Percentile £48,750 £81,250 £76,300
West Yorkshire median annual salary £42,500 £45,000 £55,750
% change year-on-year -5.56% -19.28% +20.54%

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4,403 4,780 5,513
As % of all permanent IT jobs advertised in Leeds 93.22% 93.54% 91.90%
Number of salaries quoted 3,687 4,078 4,508
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% +1.20%
10th Percentile £28,000 £26,425 £26,250
90th Percentile £65,000 £63,750 £62,500
West Yorkshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Visualisation
Job Vacancy Trend in Leeds

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

Job vacancy trend for Visualisation in Leeds

Visualisation
Salary Trend in Leeds

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

Salary trend for Visualisation in Leeds

Visualisation
Salary Histogram in Leeds

The salary distribution of IT jobs citing Visualisation in Leeds over the 6 months to 22 July 2018.

Salary histogram for Visualisation in Leeds

For the 6 months to 22 July 2018, IT jobs citing 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 Leeds region with a requirement for Visualisation.

1 33 (64.71%) Data Visualisation
2 32 (62.75%) Analytics
3 22 (43.14%) SQL
3 22 (43.14%) Analytical Skills
4 20 (39.22%) Business Intelligence
5 18 (35.29%) Problem-Solving
6 15 (29.41%) R
7 14 (27.45%) Tableau
7 14 (27.45%) Predictive Modelling
7 14 (27.45%) Degree
7 14 (27.45%) Finance
8 13 (25.49%) Microsoft Excel
8 13 (25.49%) SAS
8 13 (25.49%) SQL Server Reporting Services
8 13 (25.49%) Mentoring
9 12 (23.53%) Statistical Modelling
9 12 (23.53%) MATLAB
9 12 (23.53%) T-SQL
10 11 (21.57%) C
10 11 (21.57%) Microsoft Office
10 11 (21.57%) Microsoft
10 11 (21.57%) Symposium
10 11 (21.57%) Pharmaceutical
10 11 (21.57%) Microsoft PowerPoint
10 11 (21.57%) Economics
10 11 (21.57%) Logistic Regression
10 11 (21.57%) Statistics
10 11 (21.57%) Biotechnology
10 11 (21.57%) Base SAS
10 11 (21.57%) Coaching

Visualisation
Co-occurring IT Skills in Leeds 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 13 (25.49%) SAS
2 1 (1.96%) IIS
2 1 (1.96%) Tornado
Applications
1 13 (25.49%) Microsoft Excel
2 11 (21.57%) Microsoft Office
2 11 (21.57%) Microsoft PowerPoint
3 2 (3.92%) SPSS
Cloud Services
1 3 (5.88%) Google Analytics
1 3 (5.88%) Google Cloud Platform
1 3 (5.88%) Google Tag Manager
1 3 (5.88%) Office 365
2 2 (3.92%) Amazon AWS
2 2 (3.92%) Microsoft Azure
3 1 (1.96%) GitHub
Communications & Networking
1 11 (21.57%) Symposium
2 1 (1.96%) HTTP
2 1 (1.96%) HTTPS
2 1 (1.96%) Internet
Database & Business Intelligence
1 13 (25.49%) SQL Server Reporting Services
2 11 (21.57%) Base SAS
3 10 (19.61%) SQL Server Analysis Services
4 9 (17.65%) Power BI
4 9 (17.65%) SQL Server
4 9 (17.65%) SQL Server Integration Services
5 6 (11.76%) Data Warehouse
6 4 (7.84%) Big Data
7 3 (5.88%) BigQuery
7 3 (5.88%) Data Mining
7 3 (5.88%) QlikView
8 2 (3.92%) MongoDB
8 2 (3.92%) Spotfire
9 1 (1.96%) Apache Hive
9 1 (1.96%) Hadoop
9 1 (1.96%) MySQL
9 1 (1.96%) NoSQL
9 1 (1.96%) Relational Database
9 1 (1.96%) SQL Server 2014
Development Applications
1 1 (1.96%) Git (software)
General
1 14 (27.45%) Finance
2 11 (21.57%) Pharmaceutical
3 4 (7.84%) Marketing
4 3 (5.88%) Multimedia
4 3 (5.88%) Retail
5 2 (3.92%) Banking
6 1 (1.96%) Telecoms
Job Titles
1 23 (45.10%) Analyst
2 18 (35.29%) Developer
3 14 (27.45%) Senior Analyst
4 13 (25.49%) Business Intelligence Developer
5 11 (21.57%) Senior Statistical Analyst
5 11 (21.57%) Statistical Analyst
6 7 (13.73%) Business Developer
7 4 (7.84%) Insight Analyst
7 4 (7.84%) Senior Business Intelligence Developer
7 4 (7.84%) Senior Developer
8 3 (5.88%) Junior
8 3 (5.88%) Junior Business Intelligence Developer
8 3 (5.88%) Junior Developer
8 3 (5.88%) Microsoft BI Developer
8 3 (5.88%) Microsoft Developer
8 3 (5.88%) Senior Insight Analyst
8 3 (5.88%) Senior Web Analyst
8 3 (5.88%) Tableau Analyst
8 3 (5.88%) Web Analyst
8 3 (5.88%) Web Developer
Libraries, Frameworks & Software Standards
1 3 (5.88%) AngularJS
1 3 (5.88%) CSS
1 3 (5.88%) HTML
1 3 (5.88%) Node.js
2 1 (1.96%) .NET
2 1 (1.96%) D3.js
2 1 (1.96%) Doctrine
2 1 (1.96%) ggplot
2 1 (1.96%) Laravel
2 1 (1.96%) RESTful
2 1 (1.96%) Symfony
2 1 (1.96%) Web Services
Miscellaneous
1 22 (43.14%) Analytical Skills
2 11 (21.57%) Biotechnology
3 3 (5.88%) Mobile App
3 3 (5.88%) Self-Motivation
4 2 (3.92%) PMI
5 1 (1.96%) Algorithms
5 1 (1.96%) Data Centre
Operating Systems
1 3 (5.88%) Linux
2 2 (3.92%) Unix
3 1 (1.96%) Windows
3 1 (1.96%) Windows Server
3 1 (1.96%) Windows Server 2008
3 1 (1.96%) Windows Server 2012
Processes & Methodologies
1 33 (64.71%) Data Visualisation
2 32 (62.75%) Analytics
3 20 (39.22%) Business Intelligence
4 18 (35.29%) Problem-Solving
5 14 (27.45%) Predictive Modelling
6 13 (25.49%) Mentoring
7 12 (23.53%) Statistical Modelling
8 11 (21.57%) ANOVA
8 11 (21.57%) Coaching
8 11 (21.57%) Decision Science
8 11 (21.57%) Economics
8 11 (21.57%) Experimental Design
8 11 (21.57%) Logistic Regression
8 11 (21.57%) Statistics
9 10 (19.61%) Data Analytics
9 10 (19.61%) E-Commerce
10 9 (17.65%) Agile Software Development
10 9 (17.65%) Data Modelling
10 9 (17.65%) ETL
11 5 (9.80%) Competitor Analysis
Programming Languages
1 22 (43.14%) SQL
2 15 (29.41%) R
3 12 (23.53%) MATLAB
3 12 (23.53%) T-SQL
4 11 (21.57%) C
5 10 (19.61%) Python
6 4 (7.84%) JavaScript
7 1 (1.96%) Bash Shell
7 1 (1.96%) C#
7 1 (1.96%) Go
7 1 (1.96%) Lua
7 1 (1.96%) PHP
Qualifications
1 14 (27.45%) Degree
2 2 (3.92%) PMI Certification
Quality Assurance & Compliance
1 7 (13.73%) Data Quality
2 3 (5.88%) GDPR
System Software
1 3 (5.88%) Docker
Systems Management
1 2 (3.92%) Rancher
2 1 (1.96%) Grafana
2 1 (1.96%) Prometheus
Vendors
1 14 (27.45%) Tableau
2 11 (21.57%) Microsoft
3 4 (7.84%) Google
4 1 (1.96%) Alteryx
4 1 (1.96%) Splunk
4 1 (1.96%) Zend