Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 18 January 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Gloucestershire
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 92 130 108
Rank change year-on-year +38 -22 +7
Permanent jobs citing Data Modelling 47 42 42
As % of all permanent IT jobs advertised in Gloucestershire 3.30% 1.87% 2.10%
As % of the Processes & Methodologies category 3.69% 2.04% 2.32%
Number of salaries quoted 22 27 25
Gloucestershire median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.56% - +34.33%
10th Percentile £27,600 £35,000 £35,250
90th Percentile £55,588 £65,000 £63,350
South West median annual salary £41,626 £42,500 £45,000
% change year-on-year -2.06% -5.56% +8.43%

Data Modelling 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 1,274 2,056 1,807
As % of all permanent IT jobs advertised in Gloucestershire 89.47% 91.38% 90.49%
Number of salaries quoted 1,048 1,690 1,377
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £25,425 £27,500 £26,250
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +3.90%

Data Modelling
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Data Modelling in Gloucestershire

Data Modelling
Salary Trend in Gloucestershire

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

Salary trend for Data Modelling in Gloucestershire

Data Modelling
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Modelling in Gloucestershire over the 6 months to 18 January 2018.

Salary histogram for Data Modelling in Gloucestershire

Data Modelling
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 Modelling within the Gloucestershire region over the 6 months to 18 January 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
Cirencester 0 20 £52,500 - 2
Gloucester +34 12 £40,000 -5.88% 5
Cheltenham +19 4 £54,250 +1.40% 1
Data Modelling
South West

For the 6 months to 18 January 2018, IT jobs citing Data Modelling 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 Gloucestershire region with a requirement for Data Modelling.

1 28 (59.57%) SQL
2 27 (57.45%) Data Warehouse
3 24 (51.06%) Business Intelligence
4 19 (40.43%) ERwin
4 19 (40.43%) SQL Server
4 19 (40.43%) Data Analysis
5 16 (34.04%) Finance
5 16 (34.04%) BusinessObjects
6 15 (31.91%) ETL
6 15 (31.91%) Data Management
6 15 (31.91%) Agile Software Development
7 14 (29.79%) Degree
7 14 (29.79%) Analytical Skills
8 13 (27.66%) SQL Server Integration Services
9 12 (25.53%) Mathematics
9 12 (25.53%) Numerate Degree
10 11 (23.40%) Acceptance Criteria
10 11 (23.40%) Computer Science
10 11 (23.40%) Use Case
10 11 (23.40%) DV Cleared
10 11 (23.40%) Security Cleared
10 11 (23.40%) Service Management
10 11 (23.40%) Microsoft Excel
10 11 (23.40%) ITIL
10 11 (23.40%) C
11 10 (21.28%) Project Management
11 10 (21.28%) Management Information System
11 10 (21.28%) Validation
11 10 (21.28%) Scrum
11 10 (21.28%) Information Security

Data Modelling
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 11 (23.40%) Microsoft Excel
Business Applications
1 3 (6.38%) Cognos Business Intelligence
Cloud Services
1 4 (8.51%) Amazon AWS
1 4 (8.51%) Microsoft Azure
Communications & Networking
1 2 (4.26%) SMS
Database & Business Intelligence
1 27 (57.45%) Data Warehouse
2 19 (40.43%) SQL Server
3 16 (34.04%) BusinessObjects
4 13 (27.66%) SQL Server Integration Services
5 10 (21.28%) Power BI
6 6 (12.77%) Qlik Sense
7 5 (10.64%) SQL Server 2008
7 5 (10.64%) SQL Server 2012
8 3 (6.38%) Cognos Framework Manager
8 3 (6.38%) Cognos Report Studio
8 3 (6.38%) DecisionStream
8 3 (6.38%) Semantic Layer
8 3 (6.38%) SQL Server Analysis Services
8 3 (6.38%) SQL Server Reporting Services
9 2 (4.26%) Big Data
10 1 (2.13%) IBM InfoSphere
Development Applications
1 19 (40.43%) ERwin
2 10 (21.28%) Rational DOORS
3 2 (4.26%) Atlassian Bamboo
4 1 (2.13%) JUnit
General
1 16 (34.04%) Finance
2 5 (10.64%) Manufacturing
3 1 (2.13%) Advertising
3 1 (2.13%) Banking
Job Titles
1 21 (44.68%) Analyst
2 14 (29.79%) Data Analyst
3 10 (21.28%) Business Intelligence Analyst
3 10 (21.28%) Senior Systems Engineer
3 10 (21.28%) Systems Engineer
4 9 (19.15%) Developer
5 6 (12.77%) Senior Analyst
5 6 (12.77%) SQL Developer
6 5 (10.64%) Financial Analyst
6 5 (10.64%) Senior Data Analyst
7 4 (8.51%) Business Intelligence Data Analyst
7 4 (8.51%) Senior Business Intelligence Analyst
7 4 (8.51%) SQL Analyst
8 3 (6.38%) Architect
8 3 (6.38%) AWS Engineer
8 3 (6.38%) AWS Software Engineer
8 3 (6.38%) Business Intelligence Developer
8 3 (6.38%) Senior Financial Analyst
8 3 (6.38%) Senior Software Engineer
8 3 (6.38%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 1 (2.13%) Apache Camel
1 1 (2.13%) Spring
Miscellaneous
1 14 (29.79%) Analytical Skills
2 11 (23.40%) Computer Science
3 10 (21.28%) Management Information System
4 2 (4.26%) FMCG
5 1 (2.13%) Greenfield Project
Operating Systems
1 2 (4.26%) Linux
1 2 (4.26%) Windows
1 2 (4.26%) Windows Server
1 2 (4.26%) Windows Server 2012
Processes & Methodologies
1 24 (51.06%) Business Intelligence
2 19 (40.43%) Data Analysis
3 15 (31.91%) Agile Software Development
3 15 (31.91%) Data Management
3 15 (31.91%) ETL
4 12 (25.53%) Mathematics
5 11 (23.40%) Acceptance Criteria
5 11 (23.40%) ITIL
5 11 (23.40%) Service Management
5 11 (23.40%) Use Case
6 10 (21.28%) DevOps
6 10 (21.28%) Information Security
6 10 (21.28%) Kimball Methodology
6 10 (21.28%) MODAF
6 10 (21.28%) Project Management
6 10 (21.28%) Requirements Management
6 10 (21.28%) Scrum
6 10 (21.28%) Time Management
6 10 (21.28%) TOGAF
6 10 (21.28%) Validation
Programming Languages
1 28 (59.57%) SQL
2 11 (23.40%) C
3 3 (6.38%) T-SQL
4 2 (4.26%) PowerShell
5 1 (2.13%) Java
Qualifications
1 14 (29.79%) Degree
2 12 (25.53%) Numerate Degree
3 11 (23.40%) DV Cleared
3 11 (23.40%) Security Cleared
4 3 (6.38%) CITP
Quality Assurance & Compliance
1 1 (2.13%) Data Quality
Vendors
1 6 (12.77%) Tableau
2 4 (8.51%) IBM
2 4 (8.51%) Microsoft
3 3 (6.38%) Cognos
4 1 (2.13%) Oracle
4 1 (2.13%) Teradata