Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Somerset > Bath
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 63 77 68
Rank change year-on-year +14 -9 +14
Permanent jobs citing Data Analysis 29 3 2
As % of all permanent IT jobs advertised in Bath 3.80% 0.48% 0.35%
As % of the Processes & Methodologies category 4.13% 0.54% 0.41%
Number of salaries quoted 17 3 2
Bath median annual salary £38,500 £27,500 £36,750
Median salary % change year-on-year +40.00% -25.17% -12.50%
10th Percentile £32,250 £22,850 £29,475
90th Percentile £46,750 £39,750 £43,425
Somerset median annual salary £38,250 £31,250 £28,500
% change year-on-year +22.40% +9.65% -28.75%

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 702 554 490
As % of all permanent IT jobs advertised in Bath 92.01% 88.92% 85.07%
Number of salaries quoted 598 519 464
Bath median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +14.29%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £60,000 £60,000 £63,750
Somerset median annual salary £40,500 £40,000 £37,500
% change year-on-year +1.25% +6.67% +7.14%

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

Data Analysis
Salary Histogram in Bath

The salary distribution of IT jobs citing Data Analysis in Bath over the 6 months to 19 November 2017.

Salary histogram for Data Analysis in Bath

For the 6 months to 19 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 Bath region with a requirement for Data Analysis.

1 27 (93.10%) Microsoft
2 19 (65.52%) Business Intelligence
3 18 (62.07%) SQL Server
3 18 (62.07%) SQL Server Reporting Services
4 17 (58.62%) ETL
5 16 (55.17%) QlikView
6 15 (51.72%) Data Structures
7 13 (44.83%) SQL Server Integration Services
7 13 (44.83%) SQL
7 13 (44.83%) Data Warehouse
8 11 (37.93%) Finance
8 11 (37.93%) Data Modelling
8 11 (37.93%) SQL Server 2008
9 10 (34.48%) SQL Server 2014
9 10 (34.48%) Stakeholder Management
10 9 (31.03%) Dynamics AX
10 9 (31.03%) ERP
10 9 (31.03%) T-SQL
10 9 (31.03%) Management Information System
11 8 (27.59%) Analytical Skills
11 8 (27.59%) Degree
12 7 (24.14%) Manufacturing
13 6 (20.69%) Marketing
13 6 (20.69%) Migration
14 5 (17.24%) VMware
14 5 (17.24%) Data Management
14 5 (17.24%) QA
14 5 (17.24%) Logistics
14 5 (17.24%) Use Case
14 5 (17.24%) NetApp

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 5 (17.24%) SharePoint
Applications
1 5 (17.24%) Microsoft Excel
1 5 (17.24%) Microsoft Office
Business Applications
1 9 (31.03%) Dynamics AX
2 4 (13.79%) Dynamics CRM
Cloud Services
1 1 (3.45%) Dynamics 365
Database & Business Intelligence
1 18 (62.07%) SQL Server
1 18 (62.07%) SQL Server Reporting Services
2 16 (55.17%) QlikView
3 13 (44.83%) Data Warehouse
3 13 (44.83%) SQL Server Integration Services
4 11 (37.93%) SQL Server 2008
5 10 (34.48%) SQL Server 2014
6 5 (17.24%) OLAP
6 5 (17.24%) Power BI
7 3 (10.34%) Business Intelligence Development Studio
8 2 (6.90%) SQL Server 2012
8 2 (6.90%) SSDT
9 1 (3.45%) Microsoft Analysis Services
9 1 (3.45%) PostgreSQL
9 1 (3.45%) RDBMS
9 1 (3.45%) Relational Database
9 1 (3.45%) SQL Server Analysis Services
Development Applications
1 1 (3.45%) Team Foundation Server
1 1 (3.45%) Visual Studio
1 1 (3.45%) VSS/SourceSafe
General
1 11 (37.93%) Finance
2 7 (24.14%) Manufacturing
3 6 (20.69%) Marketing
4 2 (6.90%) Advertising
4 2 (6.90%) Electronics
4 2 (6.90%) Law
4 2 (6.90%) Telecoms
Job Titles
1 13 (44.83%) Developer
2 12 (41.38%) SQL Developer
3 11 (37.93%) Business Intelligence Developer
3 11 (37.93%) SQL Server Developer
4 10 (34.48%) SQL BI Developer
5 9 (31.03%) SQL Server BI Developer
6 7 (24.14%) SSRS Developer
7 6 (20.69%) SSIS Developer
8 5 (17.24%) Administrator
8 5 (17.24%) DBA
9 3 (10.34%) Analyst
9 3 (10.34%) Systems Analyst
10 2 (6.90%) Consultant
10 2 (6.90%) Information Security Consultant
10 2 (6.90%) Security Consultant
11 1 (3.45%) Business Intelligence Lead
11 1 (3.45%) Integration Developer
11 1 (3.45%) Lead Developer
Libraries, Frameworks & Software Standards
1 4 (13.79%) COM
Miscellaneous
1 15 (51.72%) Data Structures
2 9 (31.03%) Management Information System
3 8 (27.59%) Analytical Skills
4 5 (17.24%) Renewable Energy
Operating Systems
1 5 (17.24%) Solaris
1 5 (17.24%) Unix
1 5 (17.24%) Windows
Processes & Methodologies
1 19 (65.52%) Business Intelligence
2 17 (58.62%) ETL
3 11 (37.93%) Data Modelling
4 10 (34.48%) Stakeholder Management
5 9 (31.03%) ERP
6 6 (20.69%) Migration
7 5 (17.24%) Data Management
7 5 (17.24%) Logistics
7 5 (17.24%) Use Case
8 4 (13.79%) CRM
8 4 (13.79%) Data Cleansing
8 4 (13.79%) Document Management
8 4 (13.79%) Test Scripting
8 4 (13.79%) User Acceptance Testing
9 3 (10.34%) Data Conversion
9 3 (10.34%) System Testing
10 2 (6.90%) Business Change Management
10 2 (6.90%) Data Protection
10 2 (6.90%) Information Assurance
10 2 (6.90%) Performance Analysis
Programming Languages
1 13 (44.83%) SQL
2 9 (31.03%) T-SQL
Qualifications
1 8 (27.59%) Degree
2 2 (6.90%) SC Cleared
2 2 (6.90%) Security Cleared
Quality Assurance & Compliance
1 5 (17.24%) QA
2 3 (10.34%) Data Quality
Vendors
1 27 (93.10%) Microsoft
2 5 (17.24%) NetApp
2 5 (17.24%) VMware
3 4 (13.79%) Salesforce.com
4 2 (6.90%) SAP