Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Visualization
Yorkshire > West Yorkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 173 236 275
Rank change year-on-year +63 +39 +44
Permanent jobs citing Data Visualisation 92 44 38
As % of all permanent IT jobs advertised in West Yorkshire 1.36% 0.57% 0.41%
As % of the Processes & Methodologies category 1.48% 0.63% 0.45%
Number of salaries quoted 83 41 24
West Yorkshire median annual salary £45,000 £45,000 £50,000
Median salary % change year-on-year - -10.00% +5.26%
Yorkshire median annual salary £45,000 £45,000 £46,250
% change year-on-year - -2.70% +7.56%

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 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 6207 7005 8462
As % of all permanent IT jobs advertised in West Yorkshire 91.51% 91.12% 90.99%
Number of salaries quoted 5213 6002 6777
West Yorkshire median annual salary £42,500 £42,500 £41,500
Median salary % change year-on-year - +2.41% +3.75%
10th Percentile £26,750 £26,500 £26,250
90th Percentile £62,500 £63,750 £60,000
Yorkshire median annual salary £42,500 £41,750 £40,000
% change year-on-year +1.80% +4.38% +1.27%

Data Visualisation
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Visualisation in West Yorkshire

Data Visualisation
Salary Trend in West Yorkshire

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

Salary trend for Data Visualisation in West Yorkshire

Data Visualisation
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Visualisation in West Yorkshire over the 6 months to 17 November 2017.

Salary histogram for Data Visualisation in West Yorkshire

Data 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 Data Visualisation within the West Yorkshire region over the 6 months to 17 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 +67 74 £46,250 +2.78% 4
Bradford +8 5 £30,000 -43.40%
Huddersfield - 1 £18,000 -
Data Visualisation
Yorkshire

For the 6 months to 17 November 2017, IT jobs citing Data 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 Data Visualisation.

1 92 (100.00%) Visualisation
2 70 (76.09%) SQL
3 68 (73.91%) Business Intelligence
4 50 (54.35%) T-SQL
5 49 (53.26%) SQL Server Integration Services
6 41 (44.57%) SQL Server
6 41 (44.57%) Data Warehouse
7 40 (43.48%) SQL Server Analysis Services
7 40 (43.48%) SQL Server Reporting Services
8 36 (39.13%) ETL
9 30 (32.61%) Finance
10 29 (31.52%) Tableau
11 27 (29.35%) SQL Server 2012
11 27 (29.35%) Analytics
11 27 (29.35%) Data Modelling
12 25 (27.17%) Microsoft
13 22 (23.91%) Power BI
14 20 (21.74%) ETL Development
15 16 (17.39%) SAS
16 14 (15.22%) Data Mining
16 14 (15.22%) Data Analysis
16 14 (15.22%) Data Analytics
17 13 (14.13%) Data Transformation
18 12 (13.04%) Coaching
19 11 (11.96%) Predictive Analytics
20 10 (10.87%) Data Cleansing
20 10 (10.87%) Business Analytics
20 10 (10.87%) Cognos
21 8 (8.70%) Microsoft Excel
21 8 (8.70%) Agile Software Development

Data 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 16 (17.39%) SAS
2 2 (2.17%) Apache Pig
2 2 (2.17%) Apache Spark
Applications
1 8 (8.70%) Microsoft Excel
2 7 (7.61%) SPSS
Cloud Services
1 3 (3.26%) Google Analytics
1 3 (3.26%) Google Tag Manager
1 3 (3.26%) Microsoft Azure
2 1 (1.09%) GitHub
Database & Business Intelligence
1 49 (53.26%) SQL Server Integration Services
2 41 (44.57%) Data Warehouse
2 41 (44.57%) SQL Server
3 40 (43.48%) SQL Server Analysis Services
3 40 (43.48%) SQL Server Reporting Services
4 27 (29.35%) SQL Server 2012
5 22 (23.91%) Power BI
6 14 (15.22%) Data Mining
7 6 (6.52%) SQL Server 2016
8 5 (5.43%) BusinessObjects
9 4 (4.35%) Big Data
9 4 (4.35%) Hadoop
9 4 (4.35%) Lumira
10 3 (3.26%) Crystal Reports
10 3 (3.26%) Enterprise Data Warehouse
10 3 (3.26%) SQL Server 2014
11 2 (2.17%) Apache Hive
12 1 (1.09%) Qlik Sense
12 1 (1.09%) QlikView
12 1 (1.09%) Spotfire
Development Applications
1 4 (4.35%) Visual Studio Team System
2 3 (3.26%) Team Foundation Server
3 2 (2.17%) Visual Studio
4 1 (1.09%) JIRA
4 1 (1.09%) Selenium
4 1 (1.09%) WebDriver
General
1 30 (32.61%) Finance
2 5 (5.43%) Marketing
3 1 (1.09%) Advertising
3 1 (1.09%) Banking
Job Titles
1 42 (45.65%) Developer
2 41 (44.57%) Business Intelligence Developer
3 22 (23.91%) SQL BI Developer
3 22 (23.91%) SQL Developer
4 20 (21.74%) SSIS Developer
4 20 (21.74%) T-SQL Developer
5 18 (19.57%) Analyst
6 13 (14.13%) Business Developer
7 10 (10.87%) Trainer
8 7 (7.61%) Data Analyst
9 5 (5.43%) Business Intelligence Analyst
9 5 (5.43%) Tableau Specialist
10 4 (4.35%) Senior Business Intelligence Developer
10 4 (4.35%) Senior Developer
11 3 (3.26%) Digital Analyst
12 2 (2.17%) Data Analytics Analyst
12 2 (2.17%) Data Visualisation Analyst
12 2 (2.17%) Junior
12 2 (2.17%) Senior Analyst
12 2 (2.17%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 1 (1.09%) COM
1 1 (1.09%) CSS
1 1 (1.09%) D3.js
1 1 (1.09%) FusionCharts
1 1 (1.09%) Google Maps API
1 1 (1.09%) HTML
1 1 (1.09%) Leaflet
1 1 (1.09%) NumPy
1 1 (1.09%) OpenLayers
1 1 (1.09%) XML
Miscellaneous
1 4 (4.35%) Analytical Skills
1 4 (4.35%) Computer Science
2 3 (3.26%) Digital Media
3 1 (1.09%) Algorithms
3 1 (1.09%) Smart City
Operating Systems
1 2 (2.17%) Android
1 2 (2.17%) Apple iOS
2 1 (1.09%) Linux
2 1 (1.09%) Unix
Processes & Methodologies
1 92 (100.00%) Visualisation
2 68 (73.91%) Business Intelligence
3 36 (39.13%) ETL
4 27 (29.35%) Analytics
4 27 (29.35%) Data Modelling
5 20 (21.74%) ETL Development
6 14 (15.22%) Data Analysis
6 14 (15.22%) Data Analytics
7 13 (14.13%) Data Transformation
8 12 (13.04%) Coaching
9 11 (11.96%) Predictive Analytics
10 10 (10.87%) Business Analytics
10 10 (10.87%) Data Cleansing
11 8 (8.70%) Agile Software Development
12 7 (7.61%) Data Strategy
12 7 (7.61%) Presales
13 6 (6.52%) Mathematics
14 5 (5.43%) Dashboard Development
14 5 (5.43%) Mentoring
14 5 (5.43%) Statistical Modelling
Programming Languages
1 70 (76.09%) SQL
2 50 (54.35%) T-SQL
3 6 (6.52%) Python
4 3 (3.26%) R
4 3 (3.26%) VBA
5 2 (2.17%) C++
6 1 (1.09%) C#
6 1 (1.09%) Data Analysis Expressions (DAX)
6 1 (1.09%) Java
6 1 (1.09%) JavaScript
6 1 (1.09%) PHP
Qualifications
1 8 (8.70%) Degree
2 4 (4.35%) Computer Science Degree
3 3 (3.26%) MCP
3 3 (3.26%) MCSA
3 3 (3.26%) Microsoft Certification
4 1 (1.09%) Numerate Degree
4 1 (1.09%) PhD
Quality Assurance & Compliance
1 2 (2.17%) QA
2 1 (1.09%) Data Quality
Systems Management
1 1 (1.09%) Grafana
Vendors
1 29 (31.52%) Tableau
2 25 (27.17%) Microsoft
3 10 (10.87%) Cognos
4 5 (5.43%) Google
5 4 (4.35%) IBM
5 4 (4.35%) SAP
6 3 (3.26%) Criteo
6 3 (3.26%) DoubleClick
6 3 (3.26%) Facebook
6 3 (3.26%) RedGate
7 1 (1.09%) MicroStrategy
7 1 (1.09%) Twitter