Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Guildford 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 21 July 2018 with a comparison to the same period in the previous 2 years.

Visualization
Surrey > Guildford
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 79 83 107
Rank change year-on-year +4 +24 +2
Permanent jobs citing Visualisation 11 10 6
As % of all permanent IT jobs advertised in Guildford 1.33% 1.38% 0.49%
As % of the Processes & Methodologies category 1.52% 1.64% 0.55%
Number of salaries quoted 11 9 3
Guildford median annual salary £50,000 £42,500 £47,500
Median salary % change year-on-year +17.65% -10.53% -5.00%
10th Percentile £21,250 £36,850 £29,750
90th Percentile £55,000 £44,250 £50,750
Surrey median annual salary £55,000 £42,500 £50,000
% change year-on-year +29.41% -15.00% -

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 Guildford with a requirement for process or methodology skills.

All Process and Methodology Skills
Guildford
Permanent vacancies with a requirement for process or methodology skills 724 608 1,089
As % of all permanent IT jobs advertised in Guildford 87.44% 83.75% 89.19%
Number of salaries quoted 582 562 761
Guildford median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +5.88%
10th Percentile £26,250 £26,250 £28,000
90th Percentile £70,000 £65,000 £67,500
Surrey median annual salary £47,500 £48,250 £45,000
% change year-on-year -1.55% +7.22% -

Visualisation
Job Vacancy Trend in Guildford

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

Job vacancy trend for Visualisation in Guildford

Visualisation
Salary Trend in Guildford

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

Salary trend for Visualisation in Guildford

Visualisation
Salary Histogram in Guildford

The salary distribution of IT jobs citing Visualisation in Guildford over the 6 months to 21 July 2018.

Salary histogram for Visualisation in Guildford

For the 6 months to 21 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 Guildford region with a requirement for Visualisation.

1 11 (100.00%) Data Visualisation
2 10 (90.91%) Data Analytics
2 10 (90.91%) Analytics
3 7 (63.64%) Python
4 6 (54.55%) PhD
4 6 (54.55%) SAS
4 6 (54.55%) MATLAB
4 6 (54.55%) Stata
4 6 (54.55%) Data Analysis
4 6 (54.55%) Artificial Intelligence
4 6 (54.55%) Economics
4 6 (54.55%) R
4 6 (54.55%) Statistics
4 6 (54.55%) Degree
4 6 (54.55%) Mathematics
4 6 (54.55%) Algorithms
4 6 (54.55%) Mathematical Modelling
4 6 (54.55%) Numerate Degree
4 6 (54.55%) Data Science
4 6 (54.55%) Machine Learning
5 5 (45.45%) SQL
6 4 (36.36%) T-SQL
6 4 (36.36%) SQL Server
6 4 (36.36%) Data Warehouse
6 4 (36.36%) ETL
6 4 (36.36%) MCSE
6 4 (36.36%) Business Intelligence
6 4 (36.36%) Snowflake Schema
6 4 (36.36%) Star Schema
6 4 (36.36%) Microsoft

Visualisation
Co-occurring IT Skills in Guildford 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 (54.55%) SAS
Applications
1 6 (54.55%) Stata
Communications & Networking
1 1 (9.09%) SMS
Database & Business Intelligence
1 4 (36.36%) Data Warehouse
1 4 (36.36%) Power BI
1 4 (36.36%) Snowflake Schema
1 4 (36.36%) SQL Server
1 4 (36.36%) SQL Server Analysis Services
1 4 (36.36%) SQL Server Integration Services
1 4 (36.36%) SQL Server Reporting Services
1 4 (36.36%) Star Schema
2 1 (9.09%) SAP BW
Development Applications
1 4 (36.36%) SQL Server Management Studio (SSMS)
General
1 4 (36.36%) Advertising
2 1 (9.09%) Finance
Job Titles
1 6 (54.55%) Data Scientist
2 4 (36.36%) Analytics Consultant
2 4 (36.36%) Consultant
2 4 (36.36%) Data Analytics Consultant
2 4 (36.36%) Data Consultant
2 4 (36.36%) Graduate
2 4 (36.36%) Graduate Consultant
3 1 (9.09%) Developer
3 1 (9.09%) SAP BW Developer
3 1 (9.09%) SAP Developer
3 1 (9.09%) Senior Developer
3 1 (9.09%) Senior SAP BW Developer
3 1 (9.09%) Senior SAP Developer
3 1 (9.09%) Senior Systems Developer
3 1 (9.09%) Senior TM1 Developer
3 1 (9.09%) Systems Developer
3 1 (9.09%) TM1 Developer
Miscellaneous
1 6 (54.55%) Algorithms
2 1 (9.09%) Analytical Skills
Processes & Methodologies
1 11 (100.00%) Data Visualisation
2 10 (90.91%) Analytics
2 10 (90.91%) Data Analytics
3 6 (54.55%) Artificial Intelligence
3 6 (54.55%) Data Analysis
3 6 (54.55%) Data Science
3 6 (54.55%) Economics
3 6 (54.55%) Machine Learning
3 6 (54.55%) Mathematical Modelling
3 6 (54.55%) Mathematics
3 6 (54.55%) Statistics
4 4 (36.36%) Business Intelligence
4 4 (36.36%) ETL
4 4 (36.36%) Kimball Methodology
4 4 (36.36%) Problem-Solving
5 1 (9.09%) Project Management
Programming Languages
1 7 (63.64%) Python
2 6 (54.55%) MATLAB
2 6 (54.55%) R
3 5 (45.45%) SQL
4 4 (36.36%) Data Analysis Expressions (DAX)
4 4 (36.36%) T-SQL
5 1 (9.09%) Perl
Qualifications
1 6 (54.55%) Degree
1 6 (54.55%) Numerate Degree
1 6 (54.55%) PhD
2 4 (36.36%) MCSE
2 4 (36.36%) Microsoft Certification
Vendors
1 4 (36.36%) Microsoft
2 1 (9.09%) SAP
2 1 (9.09%) Tableau