Period
to 16 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 16 July 2018 with a comparison to the same period in the previous 2 years.

Data Management
South West > Gloucestershire
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 107 126 110
Rank change year-on-year +19 -16 +32
Permanent jobs citing Data Management 27 14 45
As % of all permanent IT jobs advertised in Gloucestershire 1.61% 0.82% 2.15%
As % of the Processes & Methodologies category 1.75% 0.90% 2.42%
Number of salaries quoted 23 14 25
Gloucestershire median annual salary £43,500 £42,500 £54,000
Median salary % change year-on-year +2.35% -21.30% +36.71%
10th Percentile £33,500 £25,750 £33,700
90th Percentile £65,500 £52,500 £78,750
South West median annual salary £42,500 £40,000 £45,000
% change year-on-year +6.25% -11.11% +12.50%

Data Management 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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,540 1,564 1,858
As % of all permanent IT jobs advertised in Gloucestershire 91.94% 91.68% 88.90%
Number of salaries quoted 1,253 1,253 1,306
Gloucestershire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +9.76%
10th Percentile £26,250 £25,750 £27,000
90th Percentile £66,250 £65,000 £65,000
South West median annual salary £42,500 £41,377 £40,000
% change year-on-year +2.72% +3.44% -

Data Management
Job Vacancy Trend in Gloucestershire

Job postings citing Data Management as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Data Management in Gloucestershire

Data Management
Salary Trend in Gloucestershire

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

Salary trend for Data Management in Gloucestershire

Data Management
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Management in Gloucestershire over the 6 months to 16 July 2018.

Salary histogram for Data Management in Gloucestershire

Data Management
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Gloucestershire region over the 6 months to 16 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham +6 12 £40,000 +86.05% 2
Cirencester +24 7 £53,750 +99.07%
Gloucester - 4 - - 2
Data Management
South West

For the 6 months to 16 July 2018, IT jobs citing Data Management 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 Gloucestershire region with a requirement for Data Management.

1 13 (48.15%) Agile Software Development
2 12 (44.44%) Finance
2 12 (44.44%) Data Warehouse
3 11 (40.74%) Business Intelligence
4 10 (37.04%) SQL
4 10 (37.04%) Analytics
5 8 (29.63%) Data Quality
5 8 (29.63%) Test Automation
5 8 (29.63%) Waterfall
6 7 (25.93%) Microsoft
6 7 (25.93%) Data Modelling
6 7 (25.93%) Data Analysis
6 7 (25.93%) Fintech
7 6 (22.22%) Microsoft Azure
7 6 (22.22%) SaaS
7 6 (22.22%) SQL Server Integration Services
7 6 (22.22%) SQL Server
8 5 (18.52%) T-SQL
8 5 (18.52%) Migration
8 5 (18.52%) TDD
8 5 (18.52%) BDD
8 5 (18.52%) User Stories
8 5 (18.52%) Mentoring
8 5 (18.52%) Software Delivery
8 5 (18.52%) Acceptance Criteria
9 4 (14.81%) Network Virtualisation
9 4 (14.81%) Data Engineering
9 4 (14.81%) SQL Server 2016
9 4 (14.81%) Data Lake
9 4 (14.81%) Visualisation

Data Management
Co-occurring IT Skills in Gloucestershire 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:

Applications
1 1 (3.70%) Microsoft Excel
Business Applications
1 4 (14.81%) Dynamics CRM
Cloud Services
1 6 (22.22%) Microsoft Azure
1 6 (22.22%) SaaS
2 3 (11.11%) Azure Active Directory
3 2 (7.41%) Azure Data Factory
3 2 (7.41%) Data Lake Analytics
3 2 (7.41%) PaaS
Communications & Networking
1 3 (11.11%) SMS
Database & Business Intelligence
1 12 (44.44%) Data Warehouse
2 6 (22.22%) SQL Server
2 6 (22.22%) SQL Server Integration Services
3 4 (14.81%) Data Lake
3 4 (14.81%) SQL Server 2005
3 4 (14.81%) SQL Server 2008
3 4 (14.81%) SQL Server 2012
3 4 (14.81%) SQL Server 2016
4 3 (11.11%) Big Data
4 3 (11.11%) Microsoft Analysis Services
4 3 (11.11%) Power BI
4 3 (11.11%) SQL Server Analysis Services
4 3 (11.11%) SQL Server Reporting Services
5 2 (7.41%) Azure SQL Data Warehouse
5 2 (7.41%) HDInsight
5 2 (7.41%) MySQL
5 2 (7.41%) OLAP
5 2 (7.41%) PostgreSQL
5 2 (7.41%) Relational Database
6 1 (3.70%) IBM InfoSphere
Development Applications
1 4 (14.81%) ERwin
2 2 (7.41%) Git (software)
General
1 12 (44.44%) Finance
2 1 (3.70%) Aerospace
2 1 (3.70%) Avionics
2 1 (3.70%) Military
2 1 (3.70%) Telecoms
Job Titles
1 8 (29.63%) Developer
2 5 (18.52%) Lead Tester
2 5 (18.52%) Senior Tester
2 5 (18.52%) Test Leader
2 5 (18.52%) Tester
3 4 (14.81%) Azure Developer
4 3 (11.11%) Analyst
4 3 (11.11%) Architect
4 3 (11.11%) Data Analyst
4 3 (11.11%) Data Architect
4 3 (11.11%) Data Manager
5 2 (7.41%) Artificial Intelligence Developer
5 2 (7.41%) Business Intelligence Developer
5 2 (7.41%) C++ Developer
5 2 (7.41%) C++ Software Developer
5 2 (7.41%) C++/Java Developer
5 2 (7.41%) Java Developer
5 2 (7.41%) Java Software Developer
5 2 (7.41%) Power BI Developer
5 2 (7.41%) Software Developer
Miscellaneous
1 7 (25.93%) Fintech
2 3 (11.11%) Virtual Team
3 2 (7.41%) Algorithms
3 2 (7.41%) Analytical Skills
3 2 (7.41%) CUDA
3 2 (7.41%) Management Information System
4 1 (3.70%) Data Structures
Operating Systems
1 2 (7.41%) Linux
2 1 (3.70%) Windows
Processes & Methodologies
1 13 (48.15%) Agile Software Development
2 11 (40.74%) Business Intelligence
3 10 (37.04%) Analytics
4 8 (29.63%) Test Automation
4 8 (29.63%) Waterfall
5 7 (25.93%) Data Analysis
5 7 (25.93%) Data Modelling
6 5 (18.52%) Acceptance Criteria
6 5 (18.52%) BDD
6 5 (18.52%) Mentoring
6 5 (18.52%) Migration
6 5 (18.52%) Software Delivery
6 5 (18.52%) TDD
6 5 (18.52%) User Stories
7 4 (14.81%) CRM
7 4 (14.81%) Data Engineering
7 4 (14.81%) ERP
7 4 (14.81%) ETL
7 4 (14.81%) Network Virtualisation
7 4 (14.81%) Visualisation
Programming Languages
1 10 (37.04%) SQL
2 5 (18.52%) T-SQL
3 3 (11.11%) U-SQL
4 2 (7.41%) C++
4 2 (7.41%) Java
4 2 (7.41%) Python
5 1 (3.70%) PowerShell
Qualifications
1 3 (11.11%) Degree
2 1 (3.70%) APMP
2 1 (3.70%) Numerate Degree
Quality Assurance & Compliance
1 8 (29.63%) Data Quality
System Software
1 2 (7.41%) Active Directory
Vendors
1 7 (25.93%) Microsoft
2 1 (3.70%) IBM
2 1 (3.70%) MicroStrategy
2 1 (3.70%) Oracle
2 1 (3.70%) Tableau
2 1 (3.70%) Teradata