Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Visualization
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 138 138 173
Rank change year-on-year 0 +35 +39
Permanent jobs citing Visualisation 51 83 71
As % of all permanent IT jobs advertised in Leeds 1.32% 1.75% 1.30%
As % of the Processes & Methodologies category 1.45% 1.86% 1.40%
Number of salaries quoted 46 74 63
Leeds median annual salary £42,500 £48,750 £45,000
Median salary % change year-on-year -12.82% +8.33% -10.00%
10th Percentile £32,250 £32,500 £37,500
90th Percentile £57,500 £81,250 £71,250
West Yorkshire median annual salary £42,500 £46,250 £46,750
% change year-on-year -8.11% -1.07% -6.50%

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 3,528 4,467 5,079
As % of all permanent IT jobs advertised in Leeds 91.28% 94.08% 92.95%
Number of salaries quoted 2,947 3,791 4,285
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £62,500 £62,500
West Yorkshire median annual salary £45,000 £42,500 £42,500
% 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 21 October 2018.

Salary histogram for Visualisation in Leeds

For the 6 months to 21 October 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 30 (58.82%) Data Visualisation
2 28 (54.90%) SQL
3 27 (52.94%) Analytics
4 22 (43.14%) Business Intelligence
5 20 (39.22%) Agile Software Development
6 17 (33.33%) Python
6 17 (33.33%) SQL Server Reporting Services
7 16 (31.37%) T-SQL
8 15 (29.41%) Analytical Skills
9 14 (27.45%) SQL Server Integration Services
10 13 (25.49%) Data Modelling
10 13 (25.49%) Tableau
11 12 (23.53%) Data Quality
11 12 (23.53%) Data Analytics
11 12 (23.53%) Problem-Solving
11 12 (23.53%) SQL Server Analysis Services
12 11 (21.57%) Microsoft
12 11 (21.57%) SQL Server
12 11 (21.57%) E-Commerce
13 10 (19.61%) R
13 10 (19.61%) Predictive Modelling
14 9 (17.65%) Marketing
14 9 (17.65%) Power BI
15 8 (15.69%) Linux
15 8 (15.69%) Data Warehouse
16 7 (13.73%) Microsoft Excel
16 7 (13.73%) Unix
16 7 (13.73%) Finance
16 7 (13.73%) Degree
16 7 (13.73%) Continuous Delivery

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 5 (9.80%) SAS
2 1 (1.96%) Tornado
Applications
1 7 (13.73%) Microsoft Excel
2 4 (7.84%) Microsoft Office
2 4 (7.84%) Microsoft PowerPoint
3 1 (1.96%) 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 4 (7.84%) HTTP
1 4 (7.84%) HTTPS
1 4 (7.84%) Symposium
2 1 (1.96%) Firewall
2 1 (1.96%) Intrusion Detection
Database & Business Intelligence
1 17 (33.33%) SQL Server Reporting Services
2 14 (27.45%) SQL Server Integration Services
3 12 (23.53%) SQL Server Analysis Services
4 11 (21.57%) SQL Server
5 9 (17.65%) Power BI
6 8 (15.69%) Data Warehouse
7 6 (11.76%) Big Data
8 5 (9.80%) Data Mining
9 4 (7.84%) Base SAS
10 3 (5.88%) BigQuery
10 3 (5.88%) NoSQL
11 2 (3.92%) MongoDB
11 2 (3.92%) QlikView
12 1 (1.96%) Qlik Sense
12 1 (1.96%) Spotfire
12 1 (1.96%) SQL Server 2008
12 1 (1.96%) SQL Server 2012
12 1 (1.96%) SQL Server 2016
Development Applications
1 4 (7.84%) Git (software)
2 1 (1.96%) Team Foundation Server
General
1 9 (17.65%) Marketing
2 7 (13.73%) Finance
3 4 (7.84%) Pharmaceutical
4 3 (5.88%) Multimedia
4 3 (5.88%) Telecoms
5 2 (3.92%) Retail
6 1 (1.96%) Automotive
6 1 (1.96%) Banking
Job Titles
1 19 (37.25%) Developer
2 15 (29.41%) Analyst
3 14 (27.45%) Business Intelligence Developer
4 8 (15.69%) Senior Analyst
5 5 (9.80%) Business Developer
5 5 (9.80%) Senior Business Intelligence Developer
5 5 (9.80%) Senior Developer
6 4 (7.84%) Performance Specialist
6 4 (7.84%) Performance Test Specialist
6 4 (7.84%) Senior Statistical Analyst
6 4 (7.84%) SSRS Developer
6 4 (7.84%) Statistical Analyst
6 4 (7.84%) Test Specialist
7 3 (5.88%) JavaScript Developer
7 3 (5.88%) Junior
7 3 (5.88%) Junior Developer
7 3 (5.88%) Microsoft Developer
7 3 (5.88%) Senior Web Analyst
7 3 (5.88%) Web Analyst
7 3 (5.88%) Web Developer
Libraries, Frameworks & Software Standards
1 4 (7.84%) .NET
2 3 (5.88%) AngularJS
2 3 (5.88%) ASP.NET
2 3 (5.88%) CSS
2 3 (5.88%) HTML
2 3 (5.88%) Node.js
3 1 (1.96%) .NET Core
3 1 (1.96%) D3.js
3 1 (1.96%) React
3 1 (1.96%) RESTful
3 1 (1.96%) Web Services
Miscellaneous
1 15 (29.41%) Analytical Skills
2 4 (7.84%) Biotechnology
3 3 (5.88%) Algorithms
3 3 (5.88%) Mobile App
4 2 (3.92%) Management Information System
5 1 (1.96%) Data Centre
5 1 (1.96%) Greenfield Project
5 1 (1.96%) PMI
Operating Systems
1 8 (15.69%) Linux
2 7 (13.73%) Unix
Processes & Methodologies
1 30 (58.82%) Data Visualisation
2 27 (52.94%) Analytics
3 22 (43.14%) Business Intelligence
4 20 (39.22%) Agile Software Development
5 13 (25.49%) Data Modelling
6 12 (23.53%) Data Analytics
6 12 (23.53%) Problem-Solving
7 11 (21.57%) E-Commerce
8 10 (19.61%) Predictive Modelling
9 7 (13.73%) Continuous Delivery
9 7 (13.73%) High Availability
9 7 (13.73%) Non-Functional Testing
9 7 (13.73%) Scenario Testing
9 7 (13.73%) Statistical Modelling
10 6 (11.76%) Data Analysis
10 6 (11.76%) Decision Science
10 6 (11.76%) ETL
11 5 (9.80%) Competitor Analysis
11 5 (9.80%) Machine Learning
11 5 (9.80%) Mentoring
Programming Languages
1 28 (54.90%) SQL
2 17 (33.33%) Python
3 16 (31.37%) T-SQL
4 10 (19.61%) R
5 4 (7.84%) Bash Shell
5 4 (7.84%) C
5 4 (7.84%) JavaScript
5 4 (7.84%) Lua
5 4 (7.84%) MATLAB
6 3 (5.88%) PHP
7 1 (1.96%) C#
7 1 (1.96%) Go
7 1 (1.96%) Scala
Qualifications
1 7 (13.73%) Degree
2 1 (1.96%) CISM
2 1 (1.96%) CISSP
2 1 (1.96%) PMI Certification
Quality Assurance & Compliance
1 12 (23.53%) Data Quality
2 2 (3.92%) GDPR
3 1 (1.96%) ISO/IEC 27001
System Software
1 7 (13.73%) Docker
Systems Management
1 4 (7.84%) Grafana
1 4 (7.84%) Prometheus
1 4 (7.84%) Rancher
Vendors
1 13 (25.49%) Tableau
2 11 (21.57%) Microsoft
3 4 (7.84%) Google
3 4 (7.84%) Splunk