Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
England > Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 175 221 281
Rank change year-on-year +46 +60 +61
Permanent jobs citing Visualisation 142 117 87
As % of all permanent IT jobs advertised in Yorkshire 1.46% 1.05% 0.66%
As % of the Processes & Methodologies category 1.62% 1.17% 0.73%
Number of salaries quoted 126 101 57
Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -10.53%
10th Percentile £27,750 £37,000 £34,000
90th Percentile £66,875 £68,750 £53,500
England median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8767 9992 11952
As % of all permanent IT jobs advertised in Yorkshire 90.15% 89.45% 90.18%
Number of salaries quoted 7331 8405 9734
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +0.69%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Visualisation
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Visualisation in Yorkshire

Visualisation
Salary Trend in Yorkshire

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

Salary trend for Visualisation in Yorkshire

Visualisation
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Visualisation in Yorkshire over the 6 months to 18 November 2017.

Salary histogram for Visualisation in Yorkshire

Visualisation
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Yorkshire region over the 6 months to 18 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
West Yorkshire +27 108 £45,000 - 6
South Yorkshire +34 18 £45,000 +15.38% 1
East Yorkshire +5 11 £40,000 -
North Yorkshire +2 2 £31,500 -31.89%
Visualisation
England

For the 6 months to 18 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 Yorkshire region with a requirement for Visualisation.

1 118 (83.10%) Data Visualisation
2 93 (65.49%) SQL
3 89 (62.68%) Business Intelligence
4 60 (42.25%) Analytics
5 57 (40.14%) Data Warehouse
6 56 (39.44%) T-SQL
7 53 (37.32%) SQL Server Integration Services
8 50 (35.21%) Tableau
8 50 (35.21%) SQL Server
8 50 (35.21%) SQL Server Reporting Services
9 45 (31.69%) Finance
9 45 (31.69%) ETL
10 43 (30.28%) SQL Server Analysis Services
11 36 (25.35%) Data Modelling
12 31 (21.83%) Microsoft
13 28 (19.72%) Power BI
14 27 (19.01%) SAS
14 27 (19.01%) SQL Server 2012
15 25 (17.61%) Marketing
16 24 (16.90%) ETL Development
17 22 (15.49%) Coaching
18 21 (14.79%) Analytical Skills
18 21 (14.79%) Agile Software Development
19 18 (12.68%) Degree
20 17 (11.97%) Data Analytics
20 17 (11.97%) Data Analysis
21 16 (11.27%) Google
22 15 (10.56%) Business Analytics
22 15 (10.56%) BusinessObjects
23 14 (9.86%) Data Mining

Visualisation
Co-occurring IT Skills in 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 27 (19.01%) SAS
2 3 (2.11%) Confluence
3 2 (1.41%) Apache Pig
3 2 (1.41%) Apache Spark
4 1 (0.70%) IBM Notes
Applications
1 13 (9.15%) Microsoft Excel
1 13 (9.15%) SPSS
2 3 (2.11%) Adobe After Effects
2 3 (2.11%) Adobe Illustrator
2 3 (2.11%) Microsoft Project
2 3 (2.11%) Photoshop
3 2 (1.41%) Microsoft Office
4 1 (0.70%) Microsoft PowerPoint
4 1 (0.70%) MS Visio
Cloud Services
1 14 (9.86%) Google Analytics
2 9 (6.34%) Adobe Analytics
3 8 (5.63%) Microsoft Azure
4 4 (2.82%) Amazon AWS
5 3 (2.11%) Google Tag Manager
6 2 (1.41%) GitHub
7 1 (0.70%) Slack
Database & Business Intelligence
1 57 (40.14%) Data Warehouse
2 53 (37.32%) SQL Server Integration Services
3 50 (35.21%) SQL Server
3 50 (35.21%) SQL Server Reporting Services
4 43 (30.28%) SQL Server Analysis Services
5 28 (19.72%) Power BI
6 27 (19.01%) SQL Server 2012
7 15 (10.56%) BusinessObjects
8 14 (9.86%) Data Mining
9 13 (9.15%) QlikView
10 11 (7.75%) Relational Database
11 9 (6.34%) Hadoop
11 9 (6.34%) Lumira
12 6 (4.23%) BusinessObjects Web Intelligence
12 6 (4.23%) Oracle Discoverer
12 6 (4.23%) SQL Server 2016
12 6 (4.23%) Star Schema
13 5 (3.52%) Big Data
13 5 (3.52%) Crystal Reports
14 4 (2.82%) SQL CLR
Development Applications
1 7 (4.93%) Team Foundation Server
2 6 (4.23%) Toad
2 6 (4.23%) Visual Studio
3 4 (2.82%) JIRA
3 4 (2.82%) Octopus Deploy
3 4 (2.82%) Visual Studio Team System
4 3 (2.11%) Balsamiq Mockups
4 3 (2.11%) Talend Open Studio
5 1 (0.70%) Git (software)
5 1 (0.70%) Jenkins
5 1 (0.70%) Selenium
5 1 (0.70%) WebDriver
General
1 45 (31.69%) Finance
2 25 (17.61%) Marketing
3 2 (1.41%) Banking
3 2 (1.41%) Financial Institution
4 1 (0.70%) Advertising
4 1 (0.70%) Manufacturing
4 1 (0.70%) Private Banking
4 1 (0.70%) Retail Banking
Job Titles
1 49 (34.51%) Developer
2 46 (32.39%) Analyst
3 41 (28.87%) Business Intelligence Developer
4 24 (16.90%) SQL Developer
5 22 (15.49%) SQL BI Developer
6 20 (14.08%) SSIS Developer
6 20 (14.08%) T-SQL Developer
7 16 (11.27%) Business Intelligence Analyst
8 13 (9.15%) Business Developer
9 11 (7.75%) Senior Analyst
10 10 (7.04%) Trainer
11 9 (6.34%) Data Analyst
12 8 (5.63%) Conversion Analyst
12 8 (5.63%) Google Analytics Analyst
12 8 (5.63%) Google Analytics Web Analyst
12 8 (5.63%) Web Analyst
12 8 (5.63%) Web Analytics Analyst
13 6 (4.23%) Senior Business Intelligence Analyst
14 5 (3.52%) Digital Analyst
14 5 (3.52%) Tableau Specialist
Libraries, Frameworks & Software Standards
1 2 (1.41%) COM
1 2 (1.41%) D3.js
1 2 (1.41%) MDX
2 1 (0.70%) .NET
2 1 (0.70%) .NET Framework
2 1 (0.70%) AngularJS
2 1 (0.70%) ASP.NET
2 1 (0.70%) ASP.NET MVC
2 1 (0.70%) Aurelia
2 1 (0.70%) CSS
2 1 (0.70%) Entity Framework
2 1 (0.70%) FusionCharts
2 1 (0.70%) Google Maps API
2 1 (0.70%) HTML
2 1 (0.70%) jQuery
2 1 (0.70%) Leaflet
2 1 (0.70%) NumPy
2 1 (0.70%) OpenLayers
2 1 (0.70%) XML
Miscellaneous
1 21 (14.79%) Analytical Skills
2 12 (8.45%) Computer Science
3 6 (4.23%) Credit Risk
3 6 (4.23%) Digital Media
4 4 (2.82%) Data Centre
4 4 (2.82%) NHS
5 3 (2.11%) FMCG
5 3 (2.11%) Graphic Design
5 3 (2.11%) Greenfield Project
5 3 (2.11%) User Experience
6 2 (1.41%) Enterprise Software
6 2 (1.41%) Robotics
7 1 (0.70%) Algorithms
7 1 (0.70%) Fintech
7 1 (0.70%) Management Information System
7 1 (0.70%) Smart City
Operating Systems
1 5 (3.52%) Android
2 2 (1.41%) Apple iOS
2 2 (1.41%) Linux
2 2 (1.41%) Unix
Processes & Methodologies
1 118 (83.10%) Data Visualisation
2 89 (62.68%) Business Intelligence
3 60 (42.25%) Analytics
4 45 (31.69%) ETL
5 36 (25.35%) Data Modelling
6 24 (16.90%) ETL Development
7 22 (15.49%) Coaching
8 21 (14.79%) Agile Software Development
9 17 (11.97%) Data Analysis
9 17 (11.97%) Data Analytics
10 15 (10.56%) Business Analytics
11 13 (9.15%) Data Transformation
12 12 (8.45%) Digital Analytics
12 12 (8.45%) Web Analytics
13 11 (7.75%) Predictive Analytics
14 10 (7.04%) Data Cleansing
14 10 (7.04%) E-Commerce
14 10 (7.04%) Mentoring
14 10 (7.04%) Presales
15 9 (6.34%) A/B Testing
Programming Languages
1 93 (65.49%) SQL
2 56 (39.44%) T-SQL
3 14 (9.86%) R
4 11 (7.75%) C#
5 7 (4.93%) Java
5 7 (4.93%) MATLAB
5 7 (4.93%) Python
6 5 (3.52%) VBA
7 4 (2.82%) PowerShell
8 2 (1.41%) C++
9 1 (0.70%) ANSI SQL
9 1 (0.70%) Data Analysis Expressions (DAX)
9 1 (0.70%) JavaScript
9 1 (0.70%) PHP
Qualifications
1 18 (12.68%) Degree
2 6 (4.23%) Postgraduate
3 4 (2.82%) Computer Science Degree
4 3 (2.11%) MCP
4 3 (2.11%) MCSA
4 3 (2.11%) Microsoft Certification
5 1 (0.70%) Numerate Degree
5 1 (0.70%) PhD
Quality Assurance & Compliance
1 2 (1.41%) Data Quality
1 2 (1.41%) QA
2 1 (0.70%) Actionable Recommendations
System Software
1 4 (2.82%) Active Directory
1 4 (2.82%) VMware Infrastructure
Systems Management
1 1 (0.70%) Grafana
Vendors
1 50 (35.21%) Tableau
2 31 (21.83%) Microsoft
3 16 (11.27%) Google
4 12 (8.45%) Adobe
5 11 (7.75%) SAP
6 10 (7.04%) Alteryx
6 10 (7.04%) Cognos
7 9 (6.34%) Omniture
7 9 (6.34%) Oracle
8 7 (4.93%) RedGate
9 4 (2.82%) IBM
9 4 (2.82%) VMware
10 3 (2.11%) Criteo
10 3 (2.11%) DoubleClick
10 3 (2.11%) Facebook
10 3 (2.11%) Talend
11 2 (1.41%) MicroStrategy
12 1 (0.70%) Lotus
12 1 (0.70%) Twitter