Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Twickenham with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 24 29 34
Rank change year-on-year +5 +5 -
Permanent jobs citing Data Analysis 10 1 8
As % of all permanent IT jobs advertised in Twickenham 6.29% 0.74% 4.79%
As % of the Processes & Methodologies category 7.87% 0.84% 5.03%
Number of salaries quoted 10 1 8
Twickenham median annual salary £62,500 £42,500 £31,250
Median salary % change year-on-year +47.06% +36.00% -
10th Percentile £51,250 £41,250 £21,250
90th Percentile £72,500 £43,750 £42,050
Richmond upon Thames median annual salary £52,500 £42,500 £26,500
% change year-on-year +23.53% +60.38% -

Data Analysis 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 Twickenham with a requirement for process or methodology skills.

All Process and Methodology Skills
Twickenham
Permanent vacancies with a requirement for process or methodology skills 127 119 159
As % of all permanent IT jobs advertised in Twickenham 79.87% 88.15% 95.21%
Number of salaries quoted 114 107 153
Twickenham median annual salary £50,000 £42,500 £47,500
Median salary % change year-on-year +17.65% -10.53% +5.56%
10th Percentile £30,050 £28,750 £27,500
90th Percentile £67,500 £61,250 £70,850
Richmond upon Thames median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

Data Analysis
Job Vacancy Trend in Twickenham

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Twickenham.

Job vacancy trend for Data Analysis in Twickenham

Data Analysis
Salary Trend in Twickenham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in Twickenham.

Salary trend for Data Analysis in Twickenham

Data Analysis
Salary Histogram in Twickenham

The salary distribution of IT jobs citing Data Analysis in Twickenham over the 6 months to 24 November 2017.

Salary histogram for Data Analysis in Twickenham

For the 6 months to 24 November 2017, IT jobs citing Data Analysis 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 Twickenham region with a requirement for Data Analysis.

1 10 (100.00%) ETL
2 6 (60.00%) SQL
2 6 (60.00%) SQL Server
2 6 (60.00%) Performance Tuning
2 6 (60.00%) PowerShell
3 4 (40.00%) Pentaho
3 4 (40.00%) SAP Data Services
3 4 (40.00%) Prototyping
3 4 (40.00%) Data Structures
3 4 (40.00%) ETL Development
3 4 (40.00%) QA
3 4 (40.00%) Use Case
3 4 (40.00%) Data Integration
3 4 (40.00%) SAP
3 4 (40.00%) Data Warehouse
3 4 (40.00%) Data Modelling

Data Analysis
Co-occurring IT Skills in Twickenham 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:

Database & Business Intelligence
1 6 (60.00%) SQL Server
2 4 (40.00%) Data Warehouse
2 4 (40.00%) Pentaho
2 4 (40.00%) SAP Data Services
Job Titles
1 6 (60.00%) Administrator
1 6 (60.00%) DBA
1 6 (60.00%) SQL DBA
2 3 (30.00%) Analyst
2 3 (30.00%) Data Analyst
3 1 (10.00%) Data Engineer
Miscellaneous
1 4 (40.00%) Data Structures
Processes & Methodologies
1 10 (100.00%) ETL
2 6 (60.00%) Performance Tuning
3 4 (40.00%) Data Integration
3 4 (40.00%) Data Modelling
3 4 (40.00%) ETL Development
3 4 (40.00%) Prototyping
3 4 (40.00%) Use Case
Programming Languages
1 6 (60.00%) PowerShell
1 6 (60.00%) SQL
Quality Assurance & Compliance
1 4 (40.00%) QA
Vendors
1 4 (40.00%) SAP