Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 136 155 220
Rank change year-on-year +19 +65 +41
Permanent jobs citing Visualisation 88 76 56
As % of all permanent IT jobs advertised in Leeds 1.78% 1.42% 0.80%
As % of the Processes & Methodologies category 1.93% 1.57% 0.88%
Number of salaries quoted 78 70 35
Leeds median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% +5.26%
10th Percentile £32,500 £37,500 £35,000
90th Percentile £75,000 £71,250 £52,500
West Yorkshire median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% +5.26%

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 4558 4855 6398
As % of all permanent IT jobs advertised in Leeds 92.27% 90.56% 91.94%
Number of salaries quoted 3831 4157 5088
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £60,000
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

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 20 November 2017.

Salary histogram for Visualisation in Leeds

For the 6 months to 20 November 2017, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for Visualisation.

1 75 (85.23%) Data Visualisation
2 60 (68.18%) SQL
3 58 (65.91%) Business Intelligence
4 36 (40.91%) Analytics
5 35 (39.77%) Data Warehouse
5 35 (39.77%) T-SQL
6 33 (37.50%) SQL Server Integration Services
6 33 (37.50%) Tableau
7 30 (34.09%) Data Modelling
8 27 (30.68%) SQL Server Analysis Services
9 26 (29.55%) SQL Server Reporting Services
9 26 (29.55%) SQL Server
10 24 (27.27%) SQL Server 2012
11 23 (26.14%) Finance
12 20 (22.73%) ETL
13 18 (20.45%) SAS
13 18 (20.45%) Data Analytics
14 17 (19.32%) Data Analysis
15 15 (17.05%) Data Mining
15 15 (17.05%) Business Analytics
16 14 (15.91%) Data Transformation
17 12 (13.64%) Predictive Analytics
18 11 (12.50%) Data Cleansing
18 11 (12.50%) Cognos
18 11 (12.50%) Coaching
19 10 (11.36%) Presales
20 9 (10.23%) Degree
21 8 (9.09%) Microsoft
22 7 (7.95%) Microsoft Excel
22 7 (7.95%) SPSS

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 18 (20.45%) SAS
2 3 (3.41%) Confluence
3 2 (2.27%) Apache Pig
3 2 (2.27%) Apache Spark
Applications
1 7 (7.95%) Microsoft Excel
1 7 (7.95%) SPSS
Cloud Services
1 3 (3.41%) Google Analytics
1 3 (3.41%) Google Tag Manager
2 1 (1.14%) GitHub
Database & Business Intelligence
1 35 (39.77%) Data Warehouse
2 33 (37.50%) SQL Server Integration Services
3 27 (30.68%) SQL Server Analysis Services
4 26 (29.55%) SQL Server
4 26 (29.55%) SQL Server Reporting Services
5 24 (27.27%) SQL Server 2012
6 15 (17.05%) Data Mining
7 7 (7.95%) Power BI
8 5 (5.68%) BusinessObjects
8 5 (5.68%) Hadoop
9 4 (4.55%) Big Data
9 4 (4.55%) QlikView
10 3 (3.41%) BusinessObjects Business Intelligence
10 3 (3.41%) Crystal Reports
10 3 (3.41%) GIS
10 3 (3.41%) Lumira
10 3 (3.41%) Qlik Sense
10 3 (3.41%) SQL Server 2014
10 3 (3.41%) SQL Server 2016
11 2 (2.27%) Spotfire
Development Applications
1 4 (4.55%) JIRA
2 3 (3.41%) Balsamiq Mockups
2 3 (3.41%) Team Foundation Server
3 1 (1.14%) Selenium
3 1 (1.14%) WebDriver
General
1 23 (26.14%) Finance
2 5 (5.68%) Marketing
3 2 (2.27%) Financial Institution
4 1 (1.14%) Advertising
4 1 (1.14%) Manufacturing
Job Titles
1 25 (28.41%) Analyst
1 25 (28.41%) Business Intelligence Developer
1 25 (28.41%) Developer
2 23 (26.14%) SQL BI Developer
2 23 (26.14%) SQL Developer
3 21 (23.86%) SSIS Developer
3 21 (23.86%) T-SQL Developer
4 11 (12.50%) Trainer
5 8 (9.09%) Business Intelligence Analyst
5 8 (9.09%) Data Analyst
6 7 (7.95%) Senior Analyst
7 5 (5.68%) Tableau Specialist
8 4 (4.55%) Senior Business Intelligence Analyst
9 3 (3.41%) Agile Business Analyst
9 3 (3.41%) Business Analyst
9 3 (3.41%) Consultant
9 3 (3.41%) Data Visualisation Analyst
9 3 (3.41%) Lead Business Analyst
9 3 (3.41%) SDLC Business Analyst
9 3 (3.41%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 2 (2.27%) MDX
2 1 (1.14%) COM
2 1 (1.14%) CSS
2 1 (1.14%) D3.js
2 1 (1.14%) FusionCharts
2 1 (1.14%) Google Maps API
2 1 (1.14%) HTML
2 1 (1.14%) Leaflet
2 1 (1.14%) NumPy
2 1 (1.14%) OpenLayers
2 1 (1.14%) XML
Miscellaneous
1 6 (6.82%) Computer Science
2 4 (4.55%) Analytical Skills
3 3 (3.41%) Digital Media
3 3 (3.41%) Greenfield Project
4 2 (2.27%) Enterprise Software
5 1 (1.14%) Algorithms
5 1 (1.14%) Smart City
Operating Systems
1 2 (2.27%) Android
1 2 (2.27%) Apple iOS
2 1 (1.14%) Linux
2 1 (1.14%) Unix
Processes & Methodologies
1 75 (85.23%) Data Visualisation
2 58 (65.91%) Business Intelligence
3 36 (40.91%) Analytics
4 30 (34.09%) Data Modelling
5 20 (22.73%) ETL
6 18 (20.45%) Data Analytics
7 17 (19.32%) Data Analysis
8 15 (17.05%) Business Analytics
9 14 (15.91%) Data Transformation
10 12 (13.64%) Predictive Analytics
11 11 (12.50%) Coaching
11 11 (12.50%) Data Cleansing
12 10 (11.36%) Presales
13 7 (7.95%) Data Strategy
14 6 (6.82%) Agile Software Development
14 6 (6.82%) Mathematics
15 5 (5.68%) Continuous Improvement
15 5 (5.68%) Customer Requirements
15 5 (5.68%) SDLC
15 5 (5.68%) Stakeholder Management
Programming Languages
1 60 (68.18%) SQL
2 35 (39.77%) T-SQL
3 6 (6.82%) Python
4 4 (4.55%) C#
4 4 (4.55%) R
5 3 (3.41%) Java
5 3 (3.41%) VBA
6 1 (1.14%) C++
6 1 (1.14%) Data Analysis Expressions (DAX)
6 1 (1.14%) JavaScript
6 1 (1.14%) MATLAB
Qualifications
1 9 (10.23%) Degree
2 4 (4.55%) Computer Science Degree
3 3 (3.41%) MCP
3 3 (3.41%) MCSA
3 3 (3.41%) Microsoft Certification
4 1 (1.14%) Numerate Degree
4 1 (1.14%) PhD
Quality Assurance & Compliance
1 2 (2.27%) Data Quality
1 2 (2.27%) QA
Systems Management
1 1 (1.14%) Grafana
Vendors
1 33 (37.50%) Tableau
2 11 (12.50%) Cognos
3 8 (9.09%) Microsoft
4 6 (6.82%) SAP
5 5 (5.68%) Google
6 3 (3.41%) Alteryx
6 3 (3.41%) Criteo
6 3 (3.41%) DoubleClick
6 3 (3.41%) Facebook
6 3 (3.41%) RedGate
7 1 (1.14%) MicroStrategy
7 1 (1.14%) Twitter