Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Visualization
Cheshire > Chester
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 36 41 -
Rank change year-on-year +5 - +56
Permanent jobs citing Visualisation 12 5 0
As % of all permanent IT jobs advertised in Chester 3.96% 1.69% -
As % of the Processes & Methodologies category 4.40% 1.98% -
Number of salaries quoted 12 3 0
Chester median annual salary £50,000 £45,000 -
Median salary % change year-on-year +11.11% - -
Cheshire median annual salary £47,500 £45,000 £30,223
% change year-on-year +5.56% +48.90% -24.44%

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 273 252 297
As % of all permanent IT jobs advertised in Chester 90.10% 85.14% 87.10%
Number of salaries quoted 244 231 269
Chester median annual salary £42,500 £38,000 £36,500
Median salary % change year-on-year +11.84% +4.11% -8.75%
10th Percentile £26,250 £27,500 £24,500
90th Percentile £62,500 £55,000 £55,000
Cheshire median annual salary £45,000 £40,000 £37,500
% change year-on-year +12.50% +6.67% -6.25%

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 19 July 2018.

Salary histogram for Visualisation in Chester

For the 6 months to 19 July 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 10 (83.33%) ETL
1 10 (83.33%) Data Analysis
2 9 (75.00%) SQL
2 9 (75.00%) Data Visualisation
3 8 (66.67%) Big Data
3 8 (66.67%) Business Intelligence
4 6 (50.00%) SQL Server Reporting Services
5 5 (41.67%) Dashboard Development
6 4 (33.33%) Analytical Skills
6 4 (33.33%) Amazon AWS
6 4 (33.33%) Data Modelling
6 4 (33.33%) T-SQL
6 4 (33.33%) Python
6 4 (33.33%) Google
6 4 (33.33%) Data Science
7 3 (25.00%) SQL Server Integration Services
7 3 (25.00%) Agile Software Development
7 3 (25.00%) Scrum
7 3 (25.00%) Data Warehouse
7 3 (25.00%) SQL Server
7 3 (25.00%) Data Mining
7 3 (25.00%) Stakeholder Engagement
7 3 (25.00%) Tableau
8 2 (16.67%) Data Quality
8 2 (16.67%) Twitter
8 2 (16.67%) R
8 2 (16.67%) MapReduce
8 2 (16.67%) Predictive Modelling
8 2 (16.67%) Data Architecture
8 2 (16.67%) Scala

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 2 (16.67%) Apache Pig
1 2 (16.67%) Apache Spark
Cloud Services
1 4 (33.33%) Amazon AWS
2 2 (16.67%) Amazon S3
2 2 (16.67%) Microsoft Azure
Database & Business Intelligence
1 8 (66.67%) Big Data
2 6 (50.00%) SQL Server Reporting Services
3 3 (25.00%) Data Mining
3 3 (25.00%) Data Warehouse
3 3 (25.00%) SQL Server
3 3 (25.00%) SQL Server Integration Services
4 2 (16.67%) Hadoop
4 2 (16.67%) SQL Server Analysis Services
5 1 (8.33%) Data Lake
5 1 (8.33%) Power BI
5 1 (8.33%) Relational Database
General
1 1 (8.33%) Automotive
Job Titles
1 5 (41.67%) Analyst
1 5 (41.67%) Business Intelligence Analyst
2 3 (25.00%) Business Developer
2 3 (25.00%) Business Intelligence Developer
2 3 (25.00%) Developer
3 2 (16.67%) Big Data Engineer
3 2 (16.67%) Business Intelligence Data Analyst
3 2 (16.67%) Data Analyst
3 2 (16.67%) Data Engineer
3 2 (16.67%) Data Scientist
4 1 (8.33%) Senior Analyst
4 1 (8.33%) Senior Business Intelligence Analyst
4 1 (8.33%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 2 (16.67%) Kafka
Miscellaneous
1 4 (33.33%) Analytical Skills
2 2 (16.67%) Computer Science
2 2 (16.67%) Video\Live Streaming
Processes & Methodologies
1 10 (83.33%) Data Analysis
1 10 (83.33%) ETL
2 9 (75.00%) Data Visualisation
3 8 (66.67%) Business Intelligence
4 5 (41.67%) Dashboard Development
5 4 (33.33%) Data Modelling
5 4 (33.33%) Data Science
6 3 (25.00%) Agile Software Development
6 3 (25.00%) Scrum
6 3 (25.00%) Stakeholder Engagement
7 2 (16.67%) Analytics
7 2 (16.67%) Data Architecture
7 2 (16.67%) Decision-Making
7 2 (16.67%) Dimensional Modelling
7 2 (16.67%) Information Security
7 2 (16.67%) MapReduce
7 2 (16.67%) Mathematics
7 2 (16.67%) Mentoring
7 2 (16.67%) Predictive Modelling
7 2 (16.67%) Validation
Programming Languages
1 9 (75.00%) SQL
2 4 (33.33%) Python
2 4 (33.33%) T-SQL
3 2 (16.67%) C
3 2 (16.67%) C++
3 2 (16.67%) Java
3 2 (16.67%) Perl
3 2 (16.67%) R
3 2 (16.67%) Scala
Qualifications
1 2 (16.67%) Computer Science Degree
1 2 (16.67%) Degree
1 2 (16.67%) Numerate Degree
Quality Assurance & Compliance
1 2 (16.67%) Data Quality
Vendors
1 4 (33.33%) Google
2 3 (25.00%) Tableau
3 2 (16.67%) Microsoft
3 2 (16.67%) Twitter