Period
to 22 April 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 22 April 2018 with a comparison to the same period in the previous 2 years.

Visualization
Cheshire > Chester
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 43 44 -
Rank change year-on-year +1 - +43
Permanent jobs citing Visualisation 18 2 0
As % of all permanent IT jobs advertised in Chester 4.52% 0.66% -
As % of the Processes & Methodologies category 4.96% 0.73% -
Number of salaries quoted 18 1 0
Chester median annual salary £35,000 £52,500 -
Median salary % change year-on-year -33.33% - -
Cheshire median annual salary £45,000 £52,500 £30,223
% change year-on-year -14.29% +73.71% +0.74%

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 363 273 248
As % of all permanent IT jobs advertised in Chester 91.21% 90.10% 83.78%
Number of salaries quoted 323 224 216
Chester median annual salary £42,500 £37,500 £37,500
Median salary % change year-on-year +13.33% - -6.25%
10th Percentile £26,050 £25,825 £25,125
90th Percentile £60,000 £59,625 £53,750
Cheshire median annual salary £45,000 £40,000 £38,500
% change year-on-year +12.50% +3.90% -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 22 April 2018.

Salary histogram for Visualisation in Chester

For the 6 months to 22 April 2018, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Chester region with a requirement for Visualisation.

1 16 (88.89%) Data Visualisation
2 15 (83.33%) Business Intelligence
2 15 (83.33%) Data Analysis
3 14 (77.78%) Data Warehouse
4 13 (72.22%) Stakeholder Engagement
5 10 (55.56%) Python
5 10 (55.56%) SQL
6 9 (50.00%) Computer Science
6 9 (50.00%) Google
6 9 (50.00%) Big Data
7 8 (44.44%) ETL
8 7 (38.89%) VLDB
8 7 (38.89%) SQL Server
8 7 (38.89%) Analytics
8 7 (38.89%) Web Development
8 7 (38.89%) Degree
8 7 (38.89%) QlikView
8 7 (38.89%) Power BI
8 7 (38.89%) SQL Server 2016
9 6 (33.33%) SQL Server Integration Services
9 6 (33.33%) SQL Server Analysis Services
9 6 (33.33%) SQL Server Reporting Services
10 5 (27.78%) Salesforce.com
10 5 (27.78%) Finance
10 5 (27.78%) Migration
10 5 (27.78%) Snowflake Schema
10 5 (27.78%) Data Mining
10 5 (27.78%) Data Migration
10 5 (27.78%) Google Analytics
10 5 (27.78%) Tableau

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 3 (16.67%) Apache Spark
2 2 (11.11%) Apache Pig
3 1 (5.56%) Elasticsearch
Applications
1 1 (5.56%) Microsoft Excel
Cloud Services
1 5 (27.78%) Google Analytics
2 2 (11.11%) Amazon AWS
2 2 (11.11%) Amazon S3
Database & Business Intelligence
1 14 (77.78%) Data Warehouse
2 9 (50.00%) Big Data
3 7 (38.89%) Power BI
3 7 (38.89%) QlikView
3 7 (38.89%) SQL Server
3 7 (38.89%) SQL Server 2016
3 7 (38.89%) VLDB
4 6 (33.33%) SQL Server Analysis Services
4 6 (33.33%) SQL Server Integration Services
4 6 (33.33%) SQL Server Reporting Services
5 5 (27.78%) Data Mining
5 5 (27.78%) Qlik Sense
5 5 (27.78%) Snowflake Schema
6 3 (16.67%) Hadoop
7 1 (5.56%) NoSQL
General
1 5 (27.78%) Finance
Job Titles
1 9 (50.00%) Analyst
2 8 (44.44%) Data Analyst
3 6 (33.33%) Business Intelligence Developer
3 6 (33.33%) Developer
4 4 (22.22%) Business Intelligence Lead
4 4 (22.22%) Lead Developer
5 2 (11.11%) Big Data Engineer
5 2 (11.11%) Data Engineer
6 1 (5.56%) Business Analyst
6 1 (5.56%) Data Scientist
6 1 (5.56%) Senior Data Scientist
6 1 (5.56%) SQL BI Developer
6 1 (5.56%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (11.11%) Kafka
2 1 (5.56%) HTML
2 1 (5.56%) JSON
2 1 (5.56%) SOAP
2 1 (5.56%) XML
Miscellaneous
1 9 (50.00%) Computer Science
2 2 (11.11%) Analytical Skills
2 2 (11.11%) Video\Live Streaming
3 1 (5.56%) User Experience
Processes & Methodologies
1 16 (88.89%) Data Visualisation
2 15 (83.33%) Business Intelligence
2 15 (83.33%) Data Analysis
3 13 (72.22%) Stakeholder Engagement
4 8 (44.44%) ETL
5 7 (38.89%) Analytics
5 7 (38.89%) Web Development
6 5 (27.78%) Data Migration
6 5 (27.78%) Migration
7 2 (11.11%) Information Security
7 2 (11.11%) MapReduce
7 2 (11.11%) Mathematics
8 1 (5.56%) Agile Software Development
8 1 (5.56%) Data Analytics
8 1 (5.56%) Data Cleansing
8 1 (5.56%) Data Governance
8 1 (5.56%) Data Protection
8 1 (5.56%) Quality Management
8 1 (5.56%) Scrum
8 1 (5.56%) Statistical Modelling
Programming Languages
1 10 (55.56%) Python
1 10 (55.56%) SQL
2 3 (16.67%) Java
2 3 (16.67%) Scala
3 2 (11.11%) C
3 2 (11.11%) C++
3 2 (11.11%) Perl
4 1 (5.56%) JavaScript
4 1 (5.56%) R
4 1 (5.56%) T-SQL
4 1 (5.56%) VBA
Qualifications
1 7 (38.89%) Degree
2 2 (11.11%) Computer Science Degree
2 2 (11.11%) Numerate Degree
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
1 1 (5.56%) GDPR
Vendors
1 9 (50.00%) Google
2 5 (27.78%) Salesforce.com
2 5 (27.78%) Tableau
3 2 (11.11%) Twitter
4 1 (5.56%) Microsoft