Period
to 18 January 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Visualisation
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 140 151 186
Rank change year-on-year +11 +35 +62
Permanent jobs citing Visualisation 73 78 77
As % of all permanent IT jobs advertised in Leeds 1.53% 1.47% 1.14%
As % of the Processes & Methodologies category 1.65% 1.62% 1.25%
Number of salaries quoted 67 72 39
Leeds median annual salary £50,000 £44,500 £45,000
Median salary % change year-on-year +12.36% -1.11% -5.26%
10th Percentile £30,500 £35,000 £38,750
90th Percentile £59,350 £54,875 £67,500
West Yorkshire median annual salary £45,000 £45,000 £45,000

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 4,421 4,813 6,180
As % of all permanent IT jobs advertised in Leeds 92.64% 90.49% 91.10%
Number of salaries quoted 3,747 4,124 5,014
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £28,500 £26,750 £27,500
90th Percentile £62,500 £60,000 £61,250
West Yorkshire median annual salary £43,000 £42,500 £42,500
% change year-on-year +1.18% - +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 18 January 2018.

Salary histogram for Visualisation in Leeds

For the 6 months to 18 January 2018, 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 57 (78.08%) Data Visualisation
2 54 (73.97%) Business Intelligence
3 53 (72.60%) SQL
4 33 (45.21%) T-SQL
4 33 (45.21%) Data Warehouse
5 31 (42.47%) SQL Server Integration Services
5 31 (42.47%) Tableau
6 29 (39.73%) Data Modelling
7 27 (36.99%) SQL Server
7 27 (36.99%) SQL Server Reporting Services
8 25 (34.25%) SQL Server Analysis Services
9 23 (31.51%) SQL Server 2012
10 21 (28.77%) Analytics
11 18 (24.66%) Finance
12 16 (21.92%) Data Analytics
13 15 (20.55%) ETL
13 15 (20.55%) SAS
14 14 (19.18%) Data Analysis
15 13 (17.81%) Data Mining
16 10 (13.70%) Data Cleansing
16 10 (13.70%) Data Transformation
16 10 (13.70%) Power BI
16 10 (13.70%) Coaching
17 9 (12.33%) Predictive Analytics
17 9 (12.33%) Microsoft
18 8 (10.96%) Cognos
18 8 (10.96%) Analytical Skills
18 8 (10.96%) Business Analytics
19 7 (9.59%) SPSS
20 6 (8.22%) Python

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 15 (20.55%) SAS
2 2 (2.74%) Apache Pig
2 2 (2.74%) Apache Spark
2 2 (2.74%) Confluence
Applications
1 7 (9.59%) SPSS
2 5 (6.85%) Microsoft Excel
3 1 (1.37%) Microsoft Office
Cloud Services
1 1 (1.37%) GitHub
Database & Business Intelligence
1 33 (45.21%) Data Warehouse
2 31 (42.47%) SQL Server Integration Services
3 27 (36.99%) SQL Server
3 27 (36.99%) SQL Server Reporting Services
4 25 (34.25%) SQL Server Analysis Services
5 23 (31.51%) SQL Server 2012
6 13 (17.81%) Data Mining
7 10 (13.70%) Power BI
8 5 (6.85%) BusinessObjects
8 5 (6.85%) QlikView
9 4 (5.48%) SQL Server 2016
10 3 (4.11%) Big Data
10 3 (4.11%) Crystal Reports
10 3 (4.11%) GIS
10 3 (4.11%) SQL Server 2014
11 2 (2.74%) Apache Hive
11 2 (2.74%) Hadoop
11 2 (2.74%) Lumira
11 2 (2.74%) Spotfire
12 1 (1.37%) SQL Server 2008
Development Applications
1 4 (5.48%) Team Foundation Server
2 3 (4.11%) JIRA
3 2 (2.74%) Balsamiq Mockups
4 1 (1.37%) Selenium
4 1 (1.37%) WebDriver
General
1 18 (24.66%) Finance
2 5 (6.85%) Marketing
3 2 (2.74%) Financial Institution
3 2 (2.74%) Law
3 2 (2.74%) Retail
4 1 (1.37%) Advertising
4 1 (1.37%) Banking
4 1 (1.37%) Legal
4 1 (1.37%) Manufacturing
Job Titles
1 24 (32.88%) Business Intelligence Developer
1 24 (32.88%) Developer
2 19 (26.03%) SQL BI Developer
2 19 (26.03%) SQL Developer
2 19 (26.03%) SSIS Developer
2 19 (26.03%) T-SQL Developer
3 18 (24.66%) Analyst
4 8 (10.96%) Trainer
5 6 (8.22%) Data Analyst
6 5 (6.85%) Business Intelligence Analyst
6 5 (6.85%) Tableau Specialist
7 3 (4.11%) Business Consultant
7 3 (4.11%) Business Intelligence Consultant
7 3 (4.11%) Consultant
7 3 (4.11%) Data Visualisation Analyst
8 2 (2.74%) Business Analyst
8 2 (2.74%) Business Developer
8 2 (2.74%) Junior
8 2 (2.74%) Senior Business Consultant
8 2 (2.74%) Senior Consultant
Libraries, Frameworks & Software Standards
1 2 (2.74%) MDX
2 1 (1.37%) CSS
2 1 (1.37%) HTML
2 1 (1.37%) NumPy
2 1 (1.37%) XML
Miscellaneous
1 8 (10.96%) Analytical Skills
2 3 (4.11%) Computer Science
3 2 (2.74%) Algorithms
3 2 (2.74%) Animation
3 2 (2.74%) Enterprise Software
3 2 (2.74%) Greenfield Project
3 2 (2.74%) Management Information System
3 2 (2.74%) Motion Graphics
4 1 (1.37%) PMI
Operating Systems
1 2 (2.74%) Android
1 2 (2.74%) Apple iOS
Processes & Methodologies
1 57 (78.08%) Data Visualisation
2 54 (73.97%) Business Intelligence
3 29 (39.73%) Data Modelling
4 21 (28.77%) Analytics
5 16 (21.92%) Data Analytics
6 15 (20.55%) ETL
7 14 (19.18%) Data Analysis
8 10 (13.70%) Coaching
8 10 (13.70%) Data Cleansing
8 10 (13.70%) Data Transformation
9 9 (12.33%) Predictive Analytics
10 8 (10.96%) Business Analytics
11 6 (8.22%) Dashboard Development
11 6 (8.22%) Stakeholder Management
12 5 (6.85%) Agile Software Development
12 5 (6.85%) Statistical Modelling
13 4 (5.48%) Change Management
13 4 (5.48%) Data Management
13 4 (5.48%) Kimball Methodology
13 4 (5.48%) Machine Learning
Programming Languages
1 53 (72.60%) SQL
2 33 (45.21%) T-SQL
3 6 (8.22%) Python
4 3 (4.11%) C#
4 3 (4.11%) VBA
5 2 (2.74%) Java
5 2 (2.74%) R
6 1 (1.37%) C++
6 1 (1.37%) Data Analysis Expressions (DAX)
Qualifications
1 5 (6.85%) Degree
2 3 (4.11%) MCP
2 3 (4.11%) MCSA
2 3 (4.11%) Microsoft Certification
3 1 (1.37%) Computer Science Degree
3 1 (1.37%) Numerate Degree
3 1 (1.37%) PhD
3 1 (1.37%) PMI Certification
Quality Assurance & Compliance
1 3 (4.11%) Data Quality
2 2 (2.74%) QA
Vendors
1 31 (42.47%) Tableau
2 9 (12.33%) Microsoft
3 8 (10.96%) Cognos
4 3 (4.11%) RedGate
5 2 (2.74%) Facebook
5 2 (2.74%) MicroStrategy
5 2 (2.74%) SAP
6 1 (1.37%) Google
6 1 (1.37%) Twitter