Period
to 20 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Bath 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
Somerset > Bath
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 49 62 70
Rank change year-on-year +13 +8 -1
Permanent jobs citing Data Analysis 10 30 3
As % of all permanent IT jobs advertised in Bath 2.24% 3.59% 0.47%
As % of the Processes & Methodologies category 2.40% 3.81% 0.51%
Number of salaries quoted 7 8 3
Bath median annual salary £40,000 £40,000 £27,500
Median salary % change year-on-year - +45.45% -25.17%
10th Percentile £33,000 £31,500 £22,850
90th Percentile £43,000 £46,000 £39,750
Somerset median annual salary £35,000 £37,500 £30,000
% change year-on-year -6.67% +25.00% +5.26%

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 Bath with a requirement for process or methodology skills.

All Process and Methodology Skills
Bath
Permanent vacancies with a requirement for process or methodology skills 416 787 589
As % of all permanent IT jobs advertised in Bath 93.06% 94.14% 92.03%
Number of salaries quoted 365 596 570
Bath median annual salary £40,500 £42,500 £40,000
Median salary % change year-on-year -4.71% +6.25% +6.67%
10th Percentile £27,087 £27,500 £30,000
90th Percentile £60,000 £67,500 £57,500
Somerset median annual salary £42,028 £40,000 £40,000
% change year-on-year +5.07% - +8.84%

Data Analysis
Job Vacancy Trend in Bath

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

Job vacancy trend for Data Analysis in Bath

Data Analysis
Salary Trend in Bath

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

Salary trend for Data Analysis in Bath

For the 6 months to 20 August 2018, IT jobs citing Data Analysis 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 Bath region with a requirement for Data Analysis.

1 8 (80.00%) SQL Server
2 7 (70.00%) Data Warehouse
2 7 (70.00%) Business Intelligence
3 5 (50.00%) ETL
3 5 (50.00%) SQL
3 5 (50.00%) Analytical Skills
4 4 (40.00%) Data Quality
4 4 (40.00%) SAP
5 3 (30.00%) OLAP
5 3 (30.00%) BusinessObjects
5 3 (30.00%) NHS
5 3 (30.00%) Open Source
5 3 (30.00%) Stakeholder Management
5 3 (30.00%) Performance Management
5 3 (30.00%) Spreadsheet
5 3 (30.00%) Decision-Making
6 2 (20.00%) Tableau
6 2 (20.00%) SQL Server Analysis Services
6 2 (20.00%) Power BI
6 2 (20.00%) SAS EBI
6 2 (20.00%) Data Structures
6 2 (20.00%) SPSS
6 2 (20.00%) SAS
6 2 (20.00%) Microsoft
6 2 (20.00%) Microsoft Excel
7 1 (10.00%) CRM
7 1 (10.00%) Data Modelling
7 1 (10.00%) T-SQL
7 1 (10.00%) MySQL
7 1 (10.00%) Project Management

Data Analysis
Co-occurring IT Skills in Bath 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 (20.00%) SAS
Applications
1 3 (30.00%) Spreadsheet
2 2 (20.00%) Microsoft Excel
2 2 (20.00%) SPSS
Business Applications
1 1 (10.00%) Dynamics CRM
Database & Business Intelligence
1 8 (80.00%) SQL Server
2 7 (70.00%) Data Warehouse
3 3 (30.00%) BusinessObjects
3 3 (30.00%) OLAP
4 2 (20.00%) Power BI
4 2 (20.00%) SAS EBI
4 2 (20.00%) SQL Server Analysis Services
5 1 (10.00%) MySQL
5 1 (10.00%) QlikView
5 1 (10.00%) SQL Server 2008
5 1 (10.00%) SQL Server 2014
5 1 (10.00%) SQL Server Integration Services
5 1 (10.00%) SQL Server Reporting Services
General
1 1 (10.00%) Electronics
1 1 (10.00%) Finance
1 1 (10.00%) Manufacturing
1 1 (10.00%) Marketing
1 1 (10.00%) Telecoms
Job Titles
1 6 (60.00%) Analyst
2 4 (40.00%) Senior Analyst
3 3 (30.00%) Administrator
3 3 (30.00%) Business Intelligence Analyst
3 3 (30.00%) Data Analyst
3 3 (30.00%) DBA
3 3 (30.00%) Senior Business Intelligence Analyst
4 2 (20.00%) Data Insight Analyst
4 2 (20.00%) Insight Analyst
4 2 (20.00%) Insight Data Analyst
5 1 (10.00%) Business Intelligence Developer
5 1 (10.00%) Database Analyst
5 1 (10.00%) Database Manager
5 1 (10.00%) Senior Insight Analyst
5 1 (10.00%) SQL BI Developer
5 1 (10.00%) SQL Developer
5 1 (10.00%) SQL Server BI Developer
5 1 (10.00%) SQL Server DBA
5 1 (10.00%) SSIS Developer
5 1 (10.00%) SSRS Developer
Miscellaneous
1 5 (50.00%) Analytical Skills
2 3 (30.00%) NHS
3 2 (20.00%) Data Structures
4 1 (10.00%) Data Protection Act
Processes & Methodologies
1 7 (70.00%) Business Intelligence
2 5 (50.00%) ETL
3 3 (30.00%) Decision-Making
3 3 (30.00%) Open Source
3 3 (30.00%) Performance Management
3 3 (30.00%) Stakeholder Management
4 1 (10.00%) CRM
4 1 (10.00%) Data Cleansing
4 1 (10.00%) Data Management
4 1 (10.00%) Data Modelling
4 1 (10.00%) Data Protection
4 1 (10.00%) Data Security
4 1 (10.00%) Digital Marketing
4 1 (10.00%) Line Management
4 1 (10.00%) Mentoring
4 1 (10.00%) Migration
4 1 (10.00%) Problem-Solving
4 1 (10.00%) Programme Management
4 1 (10.00%) Project Management
4 1 (10.00%) Workflow
Programming Languages
1 5 (50.00%) SQL
2 1 (10.00%) T-SQL
Quality Assurance & Compliance
1 4 (40.00%) Data Quality
2 1 (10.00%) GDPR
2 1 (10.00%) QA
Vendors
1 4 (40.00%) SAP
2 2 (20.00%) Microsoft
2 2 (20.00%) Tableau