Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
North West > Cheshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 136 143 154
Rank change year-on-year +7 +11 +42
Permanent jobs citing Visualisation 43 4 32
As % of all permanent IT jobs advertised in Cheshire 1.41% 0.18% 0.98%
As % of the Processes & Methodologies category 1.59% 0.20% 1.11%
Number of salaries quoted 32 4 32
Cheshire median annual salary £47,500 £40,000 £52,500
Median salary % change year-on-year +18.75% -23.81% +54.41%
10th Percentile £32,500 £30,500 £27,525
90th Percentile £75,000 £42,500 £57,500
North West median annual salary £45,000 £45,000 £52,500
% change year-on-year - -14.29% +10.53%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2710 1953 2873
As % of all permanent IT jobs advertised in Cheshire 88.68% 87.34% 88.40%
Number of salaries quoted 2049 1656 2431
Cheshire median annual salary £44,000 £37,500 £40,000
Median salary % change year-on-year +17.33% -6.25% -
10th Percentile £26,250 £22,500 £22,500
90th Percentile £65,000 £60,000 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Visualisation
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Visualisation in Cheshire

Visualisation
Salary Trend in Cheshire

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

Salary trend for Visualisation in Cheshire

Visualisation
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Visualisation in Cheshire over the 6 months to 20 November 2017.

Salary histogram for Visualisation in Cheshire

Visualisation
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Cheshire region over the 6 months to 20 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
Chester +1 10 £42,500 +6.25% 2
Knutsford - 8 £45,000 - 1
Warrington 0 4 £36,250 +20.83% 1
Crewe - 1 £57,500 -
Visualisation
North West

For the 6 months to 20 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 Cheshire region with a requirement for Visualisation.

1 27 (62.79%) Business Intelligence
2 24 (55.81%) Tableau
3 21 (48.84%) SQL
3 21 (48.84%) Finance
4 20 (46.51%) Analytics
5 19 (44.19%) Data Visualisation
6 18 (41.86%) Data Warehouse
7 17 (39.53%) Python
8 14 (32.56%) Agile Software Development
8 14 (32.56%) SQL Server Reporting Services
8 14 (32.56%) Data Analysis
9 13 (30.23%) ETL
10 12 (27.91%) User Experience
11 11 (25.58%) SQL Server
11 11 (25.58%) SQL Server Integration Services
11 11 (25.58%) QlikView
11 11 (25.58%) SQL Server Analysis Services
12 10 (23.26%) Power BI
13 9 (20.93%) MySQL
14 8 (18.60%) Java
14 8 (18.60%) JavaScript
14 8 (18.60%) Kimball Methodology
15 7 (16.28%) Machine Learning
16 6 (13.95%) Stakeholder Engagement
16 6 (13.95%) Software Engineering
16 6 (13.95%) Perl
16 6 (13.95%) Oracle
16 6 (13.95%) Linux
16 6 (13.95%) SAS
16 6 (13.95%) Windows

Visualisation
Co-occurring IT Skills in Cheshire 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 6 (13.95%) SAS
2 3 (6.98%) Apache
2 3 (6.98%) IIS
2 3 (6.98%) JBoss
2 3 (6.98%) Tomcat
3 2 (4.65%) Apache Spark
Applications
1 3 (6.98%) Microsoft Excel
2 1 (2.33%) Microsoft PowerPoint
Cloud Services
1 2 (4.65%) Amazon AWS
1 2 (4.65%) Google Analytics
Communications & Networking
1 1 (2.33%) WebEx
Database & Business Intelligence
1 18 (41.86%) Data Warehouse
2 14 (32.56%) SQL Server Reporting Services
3 11 (25.58%) QlikView
3 11 (25.58%) SQL Server
3 11 (25.58%) SQL Server Analysis Services
3 11 (25.58%) SQL Server Integration Services
4 10 (23.26%) Power BI
5 9 (20.93%) MySQL
6 5 (11.63%) Big Data
6 5 (11.63%) Data Mining
6 5 (11.63%) SAS Visual Analytics
7 4 (9.30%) Qlik Sense
7 4 (9.30%) SQL Server 2016
8 3 (6.98%) MongoDB
8 3 (6.98%) VLDB
9 2 (4.65%) Blockchain
9 2 (4.65%) Hadoop
9 2 (4.65%) Snowflake Schema
9 2 (4.65%) Spotfire
9 2 (4.65%) SQL Server 2012
Development Applications
1 2 (4.65%) SQL Server Management Studio (SSMS)
General
1 21 (48.84%) Finance
2 6 (13.95%) Banking
3 2 (4.65%) Corporate Banking
3 2 (4.65%) Investment Banking
3 2 (4.65%) Law
3 2 (4.65%) Retail Banking
4 1 (2.33%) Automotive
4 1 (2.33%) Games
4 1 (2.33%) Marketing
Job Titles
1 13 (30.23%) Analyst
2 9 (20.93%) Developer
3 8 (18.60%) Business Intelligence Developer
4 7 (16.28%) Data Engineer
5 5 (11.63%) Business Intelligence Analyst
5 5 (11.63%) Data Analyst
5 5 (11.63%) Head of Business Intelligence
5 5 (11.63%) Software Engineer
6 3 (6.98%) Business Intelligence Lead
6 3 (6.98%) Lead Developer
6 3 (6.98%) Report Analyst
6 3 (6.98%) Report Developer
6 3 (6.98%) Technical Specialist
7 2 (4.65%) Automation Specialist
7 2 (4.65%) Business Developer
7 2 (4.65%) Business Intelligence Manager
7 2 (4.65%) Senior Business Manager
7 2 (4.65%) Senior Developer
7 2 (4.65%) Senior Manager
7 2 (4.65%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 3 (6.98%) Elastic Stack
1 3 (6.98%) LAMP
1 3 (6.98%) Middleware
2 2 (4.65%) CGI
3 1 (2.33%) .NET
3 1 (2.33%) HTML
3 1 (2.33%) JSON
3 1 (2.33%) SOAP
3 1 (2.33%) XML
Miscellaneous
1 12 (27.91%) User Experience
2 6 (13.95%) Algorithms
3 5 (11.63%) Analytical Skills
3 5 (11.63%) Life Science
4 4 (9.30%) Greenfield Project
5 3 (6.98%) Computer Science
6 2 (4.65%) Robotics
7 1 (2.33%) Animation
Operating Systems
1 6 (13.95%) Linux
1 6 (13.95%) Windows
2 3 (6.98%) AIX
Processes & Methodologies
1 27 (62.79%) Business Intelligence
2 20 (46.51%) Analytics
3 19 (44.19%) Data Visualisation
4 14 (32.56%) Agile Software Development
4 14 (32.56%) Data Analysis
5 13 (30.23%) ETL
6 8 (18.60%) Kimball Methodology
7 7 (16.28%) Machine Learning
8 6 (13.95%) Scrum
8 6 (13.95%) Software Engineering
8 6 (13.95%) Stakeholder Engagement
9 5 (11.63%) Continuous Improvement
9 5 (11.63%) Informatics
9 5 (11.63%) Predictive Analytics
9 5 (11.63%) Rapid Prototyping
9 5 (11.63%) Release Management
9 5 (11.63%) Strategic Planning
9 5 (11.63%) TDD
9 5 (11.63%) Test Automation
9 5 (11.63%) Waterfall
Programming Languages
1 21 (48.84%) SQL
2 17 (39.53%) Python
3 8 (18.60%) Java
3 8 (18.60%) JavaScript
4 6 (13.95%) Perl
5 3 (6.98%) Bash Shell
5 3 (6.98%) PowerShell
5 3 (6.98%) Shell Script
6 2 (4.65%) T-SQL
7 1 (2.33%) C#
7 1 (2.33%) C++
Qualifications
1 2 (4.65%) Degree
Systems Management
1 3 (6.98%) BladeLogic
1 3 (6.98%) CA Wily
Vendors
1 24 (55.81%) Tableau
2 6 (13.95%) Oracle
3 5 (11.63%) Cognos
4 3 (6.98%) AppDynamics
4 3 (6.98%) Google
4 3 (6.98%) Splunk
5 2 (4.65%) Ab Initio
5 2 (4.65%) Alteryx
5 2 (4.65%) Datameer
5 2 (4.65%) Lavastorm
5 2 (4.65%) Salesforce.com
6 1 (2.33%) Twitter