The table below looks at the prevalence of the term Visualisation in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Visualisation over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Visualisation
Rank 112 152 190
Rank change year-on-year
+40 +38
Permanent jobs citing Visualisation 45 33 11
As % of all permanent IT jobs located in Leeds 1.67% 0.94% 0.29%
As % of the Miscellaneous category 5.57% 2.72% 0.90%
Number of salaries quoted 43 22 6
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
UK excluding London median salary £45,000 £47,500 £40,000
% change year-on-year
-5.26% +18.75%
Visualisation
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Leeds region.

Miscellaneous Category
Leeds
Permanent IT job ads with a match in the
Miscellaneous category
808 1212 1222
As % of all permanent IT jobs located in Leeds 29.99% 34.49% 32.66%
Number of salaries quoted 696 904 909
Median salary £42,000 £42,500 £40,000
Median salary % change year-on-year
-1.17% +6.25%
90% offered a salary of more than £26,000 £26,500 £24,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Visualisation
Jobs Demand Trend in Leeds

The demand trend of job ads across the Leeds region citing Visualisation as a proportion of all IT jobs with a match in the Miscellaneous category.

Visualisation Jobs Demand Trend in Leeds

Visualisation
Salary Trend in Leeds

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

Visualisation Salary Trend in Leeds

Visualisation
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Visualisation across the Leeds region over the 3 months to 27 August 2016.

Visualisation Salary Histogram in Leeds

Visualisation
Top 30 Related IT Skills in Leeds

For the 6 months to 27 August 2016, 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 39 (55.71%) Business Intelligence
2 35 (50.00%) SQL Server
3 34 (48.57%) Analytics
4 29 (41.43%) Data Visualisation
5 27 (38.57%) Data Modelling
5 27 (38.57%) Microsoft
6 24 (34.29%) Data Analytics
7 22 (31.43%) SQL
7 22 (31.43%) SQL Server Reporting Services
7 22 (31.43%) SQL Server Integration Services
8 21 (30.00%) SAS
8 21 (30.00%) Tableau
9 20 (28.57%) QlikView
9 20 (28.57%) Agile Software Development
10 18 (25.71%) Big Data
11 16 (22.86%) Degree
12 15 (21.43%) Business Development
13 14 (20.00%) Oracle
14 13 (18.57%) Project Management
14 13 (18.57%) GIS
15 12 (17.14%) T-SQL
16 11 (15.71%) Apache Spark
16 11 (15.71%) ETL
16 11 (15.71%) Retail
17 10 (14.29%) SPSS
18 9 (12.86%) Data Mining
18 9 (12.86%) Windows
18 9 (12.86%) VMware
18 9 (12.86%) Data Analysis
18 9 (12.86%) Power BI

Visualisation
Top Related 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 21 (30.00%) SAS
2 11 (15.71%) Apache Spark
3 6 (8.57%) Apache Pig
4 4 (5.71%) SharePoint
5 3 (4.29%) K2 blackpearl
6 2 (2.86%) Confluence
Applications
1 10 (14.29%) SPSS
2 7 (10.00%) MS Excel
2 7 (10.00%) MS Office
3 1 (1.43%) Adobe After Effects
3 1 (1.43%) Adobe Illustrator
3 1 (1.43%) InDesign
3 1 (1.43%) Photoshop
Business Applications
1 3 (4.29%) Primavera
Cloud Services
1 3 (4.29%) SaaS
2 1 (1.43%) IaaS
2 1 (1.43%) Microsoft Azure
2 1 (1.43%) PaaS
Communications & Networking
1 3 (4.29%) DHCP
1 3 (4.29%) DNS
1 3 (4.29%) Firewall
1 3 (4.29%) TCP/IP
1 3 (4.29%) VLAN
Database & Business Intelligence
1 35 (50.00%) SQL Server
2 22 (31.43%) SQL Server Integration Services
2 22 (31.43%) SQL Server Reporting Services
3 20 (28.57%) QlikView
4 18 (25.71%) Big Data
5 13 (18.57%) GIS
6 9 (12.86%) Data Mining
6 9 (12.86%) Hadoop
6 9 (12.86%) Power BI
6 9 (12.86%) SQL Server Analysis Services
7 6 (8.57%) Apache Hive
7 6 (8.57%) Data Warehouse
7 6 (8.57%) Oracle Database
7 6 (8.57%) SQL Server 2014
8 5 (7.14%) Biml
8 5 (7.14%) Impala
8 5 (7.14%) Qlik Sense
9 4 (5.71%) BusinessObjects
9 4 (5.71%) SQL Server 2012
10 1 (1.43%) Microsoft Analysis Services
Development Applications
1 7 (10.00%) JIRA
2 5 (7.14%) Git (software)
3 2 (2.86%) Balsamiq Mockups
General
1 11 (15.71%) Retail
2 8 (11.43%) Banking
3 6 (8.57%) Finance
4 2 (2.86%) Automotive
4 2 (2.86%) Back Office
4 2 (2.86%) French Language
5 1 (1.43%) Marketing
Job Titles
1 12 (17.14%) Business Intelligence Manager
2 11 (15.71%) Developer
3 10 (14.29%) Consultant
4 9 (12.86%) Business Manager
5 7 (10.00%) Analytics Consultant
6 6 (8.57%) Analyst
6 6 (8.57%) Architect
6 6 (8.57%) Business Development Manager
6 6 (8.57%) Data Consultant
6 6 (8.57%) Development Manager
7 5 (7.14%) Analytics Manager
7 5 (7.14%) Business Intelligence Consultant
7 5 (7.14%) Data Analytics Consultant
7 5 (7.14%) Data Engineer
7 5 (7.14%) Data Warehouse Developer
8 4 (5.71%) Business Consultant
8 4 (5.71%) Business Intelligence Developer
8 4 (5.71%) Data Analytics Manager
8 4 (5.71%) Data Manager
8 4 (5.71%) Systems Support Engineer
Libraries, Frameworks & Software Standards
1 5 (7.14%) Apache Camel
1 5 (7.14%) D3.js
1 5 (7.14%) Kafka
1 5 (7.14%) MDX
1 5 (7.14%) NumPy
1 5 (7.14%) Velocity
2 4 (5.71%) .NET
3 3 (4.29%) .NET Framework
3 3 (4.29%) Web Services
4 1 (1.43%) CSS
4 1 (1.43%) Flash
4 1 (1.43%) HTML
4 1 (1.43%) jQuery
Miscellaneous
1 9 (12.86%) Credit Risk
2 8 (11.43%) Statistics
3 6 (8.57%) Health Informatics
3 6 (8.57%) Informatics
4 5 (7.14%) Analytical Skills
5 2 (2.86%) Applied Mathematics
5 2 (2.86%) Artificial Intelligence
5 2 (2.86%) Mathematics
5 2 (2.86%) Neural Network
6 1 (1.43%) Digital Media
6 1 (1.43%) User Experience
Operating Systems
1 9 (12.86%) Windows
1 9 (12.86%) Windows Server
2 6 (8.57%) Unix
Processes & Methodologies
1 39 (55.71%) Business Intelligence
2 34 (48.57%) Analytics
3 29 (41.43%) Data Visualisation
4 27 (38.57%) Data Modelling
5 24 (34.29%) Data Analytics
6 20 (28.57%) Agile Software Development
7 15 (21.43%) Business Development
8 13 (18.57%) Project Management
9 11 (15.71%) ETL
10 9 (12.86%) Data Analysis
11 8 (11.43%) Logical Data Model
11 8 (11.43%) PRINCE2
12 7 (10.00%) Coaching
12 7 (10.00%) Waterfall
13 6 (8.57%) Dashboard Development
13 6 (8.57%) ETL Development
13 6 (8.57%) High Availability
13 6 (8.57%) Line Management
13 6 (8.57%) Physical Data Model
13 6 (8.57%) Predictive Analytics
Programming Languages
1 22 (31.43%) SQL
2 12 (17.14%) T-SQL
3 9 (12.86%) R
4 7 (10.00%) Python
5 6 (8.57%) C#
5 6 (8.57%) Java
6 5 (7.14%) MATLAB
7 2 (2.86%) C
8 1 (1.43%) JavaScript
8 1 (1.43%) PowerShell
8 1 (1.43%) Scala
8 1 (1.43%) VBA
Qualifications
1 16 (22.86%) Degree
2 7 (10.00%) Microsoft Certification
2 7 (10.00%) PhD
3 4 (5.71%) MCSA
3 4 (5.71%) MCSE
Quality Assurance & Compliance
1 7 (10.00%) QA
2 6 (8.57%) DICOM
2 6 (8.57%) HL7
3 4 (5.71%) IAS 39
4 1 (1.43%) Data Quality
System Software
1 9 (12.86%) VMware Infrastructure
2 6 (8.57%) HDFS
3 5 (7.14%) Apache Flume
4 3 (4.29%) Active Directory
4 3 (4.29%) Hyper-V
4 3 (4.29%) Xen
Vendors
1 27 (38.57%) Microsoft
2 21 (30.00%) Tableau
3 14 (20.00%) Oracle
4 9 (12.86%) VMware
5 7 (10.00%) MicroStrategy
6 5 (7.14%) Cloudera
6 5 (7.14%) Hortonworks
6 5 (7.14%) MapR
7 4 (5.71%) Ab Initio
7 4 (5.71%) Hyperion
7 4 (5.71%) Informatica
7 4 (5.71%) Sun
8 3 (4.29%) Draytek
8 3 (4.29%) HP
8 3 (4.29%) Meraki
8 3 (4.29%) WatchGuard
9 1 (1.43%) Actuate
9 1 (1.43%) Adobe
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