Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Chester 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
Cheshire > Chester
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 40 39 52
Rank change year-on-year -1 +13 +2
Permanent jobs citing Visualisation 19 4 5
As % of all permanent IT jobs advertised in Chester 4.52% 1.50% 1.31%
As % of the Processes & Methodologies category 5.00% 1.65% 1.52%
Number of salaries quoted 17 4 5
Chester median annual salary £35,000 £40,000 £30,500
Median salary % change year-on-year -12.50% +31.15% -5.43%
10th Percentile £19,750 £37,500 £26,250
90th Percentile £54,250 £53,875 £38,350
Cheshire median annual salary £45,000 £40,000 £50,000
% change year-on-year +12.50% -20.00% +66.67%

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 Chester with a requirement for process or methodology skills.

All Process and Methodology Skills
Chester
Permanent vacancies with a requirement for process or methodology skills 380 242 330
As % of all permanent IT jobs advertised in Chester 90.48% 90.98% 86.16%
Number of salaries quoted 329 177 288
Chester median annual salary £42,500 £37,500 £42,500
Median salary % change year-on-year +13.33% -11.76% +1.19%
10th Percentile £26,250 £25,750 £25,175
90th Percentile £60,000 £58,000 £63,750
Cheshire median annual salary £45,000 £38,500 £40,000
% change year-on-year +16.88% -3.75% -

Visualisation
Job Vacancy Trend in Chester

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

Job vacancy trend for Visualisation in Chester

Visualisation
Salary Trend in Chester

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

Salary trend for Visualisation in Chester

Visualisation
Salary Histogram in Chester

The salary distribution of IT jobs citing Visualisation in Chester over the 6 months to 18 January 2018.

Salary histogram for Visualisation in Chester

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 Chester region with a requirement for Visualisation.

1 18 (94.74%) Business Intelligence
2 17 (89.47%) Data Analysis
3 15 (78.95%) Data Warehouse
3 15 (78.95%) Data Visualisation
4 13 (68.42%) Stakeholder Engagement
5 12 (63.16%) SQL
6 9 (47.37%) Analytics
7 8 (42.11%) Tableau
7 8 (42.11%) Google
7 8 (42.11%) Finance
7 8 (42.11%) SQL Server Reporting Services
7 8 (42.11%) Python
7 8 (42.11%) ETL
8 7 (36.84%) Data Mining
8 7 (36.84%) VLDB
8 7 (36.84%) SQL Server
8 7 (36.84%) Web Development
8 7 (36.84%) Computer Science
8 7 (36.84%) QlikView
8 7 (36.84%) Big Data
8 7 (36.84%) SQL Server 2016
8 7 (36.84%) Power BI
9 6 (31.58%) SQL Server Integration Services
9 6 (31.58%) SQL Server Analysis Services
10 5 (26.32%) Data Migration
10 5 (26.32%) Degree
10 5 (26.32%) Google Analytics
10 5 (26.32%) Salesforce.com
10 5 (26.32%) Snowflake Schema
10 5 (26.32%) Migration

Visualisation
Co-occurring IT Skills in Chester 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 1 (5.26%) Apache Spark
1 1 (5.26%) Elasticsearch
Applications
1 1 (5.26%) Microsoft Excel
Cloud Services
1 5 (26.32%) Google Analytics
Database & Business Intelligence
1 15 (78.95%) Data Warehouse
2 8 (42.11%) SQL Server Reporting Services
3 7 (36.84%) Big Data
3 7 (36.84%) Data Mining
3 7 (36.84%) Power BI
3 7 (36.84%) QlikView
3 7 (36.84%) SQL Server
3 7 (36.84%) SQL Server 2016
3 7 (36.84%) VLDB
4 6 (31.58%) SQL Server Analysis Services
4 6 (31.58%) SQL Server Integration Services
5 5 (26.32%) Qlik Sense
5 5 (26.32%) Snowflake Schema
6 1 (5.26%) Hadoop
6 1 (5.26%) NoSQL
General
1 8 (42.11%) Finance
Job Titles
1 10 (52.63%) Analyst
2 9 (47.37%) Data Analyst
3 8 (42.11%) Business Intelligence Developer
3 8 (42.11%) Developer
4 4 (21.05%) Business Intelligence Lead
4 4 (21.05%) Lead Developer
5 2 (10.53%) Report Developer
5 2 (10.53%) SQL BI Developer
5 2 (10.53%) SQL Developer
6 1 (5.26%) Analyst Developer
6 1 (5.26%) Business Analyst
6 1 (5.26%) Business Intelligence Analyst
6 1 (5.26%) Data Engineer
6 1 (5.26%) Data Scientist
6 1 (5.26%) Developer Analyst
6 1 (5.26%) Head of Business Intelligence
6 1 (5.26%) Report Analyst
6 1 (5.26%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 1 (5.26%) HTML
1 1 (5.26%) JSON
1 1 (5.26%) SOAP
1 1 (5.26%) XML
Miscellaneous
1 7 (36.84%) Computer Science
2 2 (10.53%) Analytical Skills
3 1 (5.26%) User Experience
Processes & Methodologies
1 18 (94.74%) Business Intelligence
2 17 (89.47%) Data Analysis
3 15 (78.95%) Data Visualisation
4 13 (68.42%) Stakeholder Engagement
5 9 (47.37%) Analytics
6 8 (42.11%) ETL
7 7 (36.84%) Web Development
8 5 (26.32%) Data Migration
8 5 (26.32%) Migration
9 3 (15.79%) Data Analytics
10 2 (10.53%) Agile Software Development
10 2 (10.53%) Performance Monitoring
10 2 (10.53%) Performance Optimisation
10 2 (10.53%) Performance Tuning
10 2 (10.53%) Root Cause Analysis
11 1 (5.26%) Data Cleansing
11 1 (5.26%) Data Protection
11 1 (5.26%) Quality Management
11 1 (5.26%) Scrum
11 1 (5.26%) Strategic Planning
Programming Languages
1 12 (63.16%) SQL
2 8 (42.11%) Python
3 1 (5.26%) Java
3 1 (5.26%) JavaScript
3 1 (5.26%) R
3 1 (5.26%) Scala
3 1 (5.26%) T-SQL
3 1 (5.26%) VBA
Qualifications
1 5 (26.32%) Degree
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
1 1 (5.26%) GDPR
Vendors
1 8 (42.11%) Google
1 8 (42.11%) Tableau
2 5 (26.32%) Salesforce.com
3 2 (10.53%) Twitter
4 1 (5.26%) Microsoft