Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
Yorkshire > West Yorkshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 160 182 255
Rank change year-on-year +22 +73 +43
Permanent jobs citing Visualisation 111 94 61
As % of all permanent IT jobs advertised in West Yorkshire 1.62% 1.23% 0.66%
As % of the Processes & Methodologies category 1.78% 1.35% 0.73%
Number of salaries quoted 105 87 36
West Yorkshire median annual salary £45,000 £45,000 £50,000
Median salary % change year-on-year - -10.00% +5.26%
10th Percentile £27,500 £37,500 £35,000
90th Percentile £73,750 £68,000 £52,500
Yorkshire median annual salary £45,000 £45,000 £43,750
% change year-on-year - +2.86% -7.89%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6251 6940 8398
As % of all permanent IT jobs advertised in West Yorkshire 91.48% 91.06% 91.05%
Number of salaries quoted 5256 5946 6737
West Yorkshire median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £64,150 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Visualisation
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Visualisation in West Yorkshire

Visualisation
Salary Trend in West Yorkshire

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

Salary trend for Visualisation in West Yorkshire

Visualisation
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Visualisation in West Yorkshire over the 6 months to 21 November 2017.

Salary histogram for Visualisation in West Yorkshire

Visualisation
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the West Yorkshire region over the 6 months to 21 November 2017. 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
Leeds +19 89 £50,000 +11.11% 8
Bradford +9 9 £30,000 -43.40%
Huddersfield +1 1 £18,000 -44.62%
Visualisation
Yorkshire

For the 6 months to 21 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 West Yorkshire region with a requirement for Visualisation.

1 95 (85.59%) Data Visualisation
2 81 (72.97%) Business Intelligence
3 80 (72.07%) SQL
4 51 (45.95%) T-SQL
4 51 (45.95%) SQL Server Integration Services
5 46 (41.44%) Data Warehouse
6 45 (40.54%) SQL Server
6 45 (40.54%) SQL Server Reporting Services
7 44 (39.64%) SQL Server Analysis Services
8 40 (36.04%) ETL
9 39 (35.14%) Tableau
10 38 (34.23%) Finance
11 36 (32.43%) Analytics
12 31 (27.93%) Data Modelling
13 28 (25.23%) SQL Server 2012
14 26 (23.42%) Power BI
14 26 (23.42%) Microsoft
15 21 (18.92%) SAS
16 20 (18.02%) ETL Development
17 18 (16.22%) Data Analytics
18 17 (15.32%) Data Analysis
19 15 (13.51%) Data Mining
19 15 (13.51%) Business Analytics
19 15 (13.51%) Coaching
20 14 (12.61%) Data Transformation
21 12 (10.81%) Predictive Analytics
22 11 (9.91%) Data Cleansing
22 11 (9.91%) Agile Software Development
22 11 (9.91%) Cognos
23 10 (9.01%) Degree

Visualisation
Co-occurring IT Skills in West Yorkshire 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 21 (18.92%) SAS
2 3 (2.70%) Confluence
3 2 (1.80%) Apache Pig
3 2 (1.80%) Apache Spark
Applications
1 9 (8.11%) Microsoft Excel
2 7 (6.31%) SPSS
3 3 (2.70%) Microsoft Project
Cloud Services
1 3 (2.70%) Google Analytics
1 3 (2.70%) Google Tag Manager
1 3 (2.70%) Microsoft Azure
2 1 (0.90%) GitHub
Database & Business Intelligence
1 51 (45.95%) SQL Server Integration Services
2 46 (41.44%) Data Warehouse
3 45 (40.54%) SQL Server
3 45 (40.54%) SQL Server Reporting Services
4 44 (39.64%) SQL Server Analysis Services
5 28 (25.23%) SQL Server 2012
6 26 (23.42%) Power BI
7 15 (13.51%) Data Mining
8 8 (7.21%) Hadoop
9 7 (6.31%) QlikView
10 6 (5.41%) SQL Server 2016
11 5 (4.50%) BusinessObjects
12 4 (3.60%) Big Data
13 3 (2.70%) BusinessObjects Business Intelligence
13 3 (2.70%) Enterprise Data Warehouse
13 3 (2.70%) GIS
13 3 (2.70%) Lumira
13 3 (2.70%) Qlik Sense
13 3 (2.70%) SAS EBI
13 3 (2.70%) SQL Server 2014
Development Applications
1 4 (3.60%) JIRA
1 4 (3.60%) Visual Studio Team System
2 3 (2.70%) Balsamiq Mockups
2 3 (2.70%) Talend Open Studio
2 3 (2.70%) Team Foundation Server
3 2 (1.80%) Visual Studio
4 1 (0.90%) Selenium
4 1 (0.90%) WebDriver
General
1 38 (34.23%) Finance
2 6 (5.41%) Marketing
3 2 (1.80%) Banking
3 2 (1.80%) Financial Institution
4 1 (0.90%) Advertising
4 1 (0.90%) Manufacturing
Job Titles
1 44 (39.64%) Developer
2 42 (37.84%) Business Intelligence Developer
3 26 (23.42%) Analyst
4 23 (20.72%) SQL BI Developer
4 23 (20.72%) SQL Developer
5 21 (18.92%) SSIS Developer
5 21 (18.92%) T-SQL Developer
6 13 (11.71%) Business Developer
7 11 (9.91%) Trainer
8 8 (7.21%) Business Intelligence Analyst
8 8 (7.21%) Data Analyst
9 7 (6.31%) Senior Analyst
10 5 (4.50%) Tableau Specialist
11 4 (3.60%) Senior Business Intelligence Analyst
11 4 (3.60%) Senior Business Intelligence Developer
11 4 (3.60%) Senior Developer
12 3 (2.70%) Business Analyst
12 3 (2.70%) Business Intelligence Manager
12 3 (2.70%) Lead Business Analyst
12 3 (2.70%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 2 (1.80%) MDX
2 1 (0.90%) COM
2 1 (0.90%) CSS
2 1 (0.90%) D3.js
2 1 (0.90%) FusionCharts
2 1 (0.90%) Google Maps API
2 1 (0.90%) HTML
2 1 (0.90%) Leaflet
2 1 (0.90%) NumPy
2 1 (0.90%) OpenLayers
2 1 (0.90%) XML
Miscellaneous
1 6 (5.41%) Analytical Skills
1 6 (5.41%) Computer Science
2 3 (2.70%) Digital Media
2 3 (2.70%) Greenfield Project
3 2 (1.80%) Enterprise Software
4 1 (0.90%) Algorithms
4 1 (0.90%) Smart City
Operating Systems
1 2 (1.80%) Android
1 2 (1.80%) Apple iOS
2 1 (0.90%) Linux
2 1 (0.90%) Unix
Processes & Methodologies
1 95 (85.59%) Data Visualisation
2 81 (72.97%) Business Intelligence
3 40 (36.04%) ETL
4 36 (32.43%) Analytics
5 31 (27.93%) Data Modelling
6 20 (18.02%) ETL Development
7 18 (16.22%) Data Analytics
8 17 (15.32%) Data Analysis
9 15 (13.51%) Business Analytics
9 15 (13.51%) Coaching
10 14 (12.61%) Data Transformation
11 12 (10.81%) Predictive Analytics
12 11 (9.91%) Agile Software Development
12 11 (9.91%) Data Cleansing
13 10 (9.01%) Presales
14 9 (8.11%) Stakeholder Management
15 7 (6.31%) Dashboard Development
15 7 (6.31%) Data Strategy
16 6 (5.41%) Mathematics
16 6 (5.41%) Mentoring
Programming Languages
1 80 (72.07%) SQL
2 51 (45.95%) T-SQL
3 7 (6.31%) Python
4 4 (3.60%) C#
4 4 (3.60%) Java
4 4 (3.60%) R
5 3 (2.70%) VBA
6 2 (1.80%) C++
7 1 (0.90%) Data Analysis Expressions (DAX)
7 1 (0.90%) JavaScript
7 1 (0.90%) MATLAB
7 1 (0.90%) PHP
Qualifications
1 10 (9.01%) Degree
2 4 (3.60%) Computer Science Degree
3 3 (2.70%) MCP
3 3 (2.70%) MCSA
3 3 (2.70%) Microsoft Certification
4 1 (0.90%) Numerate Degree
4 1 (0.90%) PhD
Quality Assurance & Compliance
1 2 (1.80%) Data Quality
1 2 (1.80%) QA
Systems Management
1 1 (0.90%) Grafana
Vendors
1 39 (35.14%) Tableau
2 26 (23.42%) Microsoft
3 11 (9.91%) Cognos
4 6 (5.41%) SAP
5 5 (4.50%) Google
6 4 (3.60%) IBM
7 3 (2.70%) Alteryx
7 3 (2.70%) Criteo
7 3 (2.70%) DoubleClick
7 3 (2.70%) Facebook
7 3 (2.70%) MicroStrategy
7 3 (2.70%) Oracle
7 3 (2.70%) RedGate
7 3 (2.70%) Talend
8 1 (0.90%) Twitter