The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 170 118 151
Rank change year-on-year
-52 +33
Permanent jobs citing Data Modelling 60 138 108
As % of all permanent IT jobs located in the South West 1.17% 2.42% 1.67%
As % of the Processes & Methodologies category 1.33% 2.72% 1.93%
Number of salaries quoted 49 87 59
Median salary £42,500 £45,000 £45,000
Median salary % change year-on-year
-5.55% -
90% offered a salary of more than £31,500 £35,000 £32,300
10% offered a salary of more than £65,000 £61,500 £65,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4503 5073 5593
As % of all permanent IT jobs located in the South West 87.62% 88.83% 86.39%
Number of salaries quoted 3735 4266 4594
Median salary £43,000 £42,500 £40,000
Median salary % change year-on-year
+1.17% +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in the South West

The demand trend of job ads across the South West region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the South West

Data Modelling
Salary Trend in the South West

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

Data Modelling Salary Trend in the South West

Data Modelling
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Modelling across the South West region over the 3 months to 11 December 2016.

Data Modelling Salary Histogram in the South West

Data Modelling
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the South West region over the 3 months to 11 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucestershire -15 24 £52,500 +10.52% 1
Wiltshire +2 15 £42,500 -14.14% 2
Bristol -28 14 £45,000 +2.27% 2
Somerset +4 5 £27,500 -13.38%
Dorset +8 2 £80,375 +129.64%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 11 December 2016, 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 South West region with a requirement for Data Modelling.

1 77 (59.23%) SQL
2 53 (40.77%) Business Intelligence
3 43 (33.08%) T-SQL
4 41 (31.54%) SQL Server
5 40 (30.77%) Microsoft
6 38 (29.23%) Data Warehouse
6 38 (29.23%) SQL Server Integration Services
7 37 (28.46%) ETL
7 37 (28.46%) Agile Software Development
8 33 (25.38%) SQL Server Reporting Services
9 27 (20.77%) Finance
10 25 (19.23%) C
10 25 (19.23%) Security Cleared
11 23 (17.69%) Migration
12 22 (16.92%) Analytical Skills
13 21 (16.15%) Management Information System
13 21 (16.15%) Data Analysis
14 20 (15.38%) Oracle
15 19 (14.62%) PL/SQL
15 19 (14.62%) Degree
15 19 (14.62%) Computer Science
15 19 (14.62%) SQL Server Analysis Services
16 18 (13.85%) Data Migration
17 16 (12.31%) Use Case
17 16 (12.31%) Scrum
17 16 (12.31%) Data Management
17 16 (12.31%) ITIL
17 16 (12.31%) Windows
18 15 (11.54%) MS Excel
18 15 (11.54%) DV Cleared

Data Modelling
Top Related IT Skills in the South West 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 6 (4.62%) SharePoint
2 3 (2.31%) BizTalk Server
2 3 (2.31%) IIS
3 2 (1.54%) Apache Spark
3 2 (1.54%) SAS
4 1 (0.77%) Apache
4 1 (0.77%) Apache Pig
4 1 (0.77%) Confluence
4 1 (0.77%) Elasticsearch
Applications
1 15 (11.54%) MS Excel
2 10 (7.69%) MS PowerPoint
3 9 (6.92%) MS Office
4 4 (3.08%) MS Visio
Business Applications
1 5 (3.85%) Oracle Utilities
2 1 (0.77%) Dynamics AX
2 1 (0.77%) Dynamics CRM
Cloud Services
1 6 (4.62%) GitHub
2 5 (3.85%) Amazon AWS
3 4 (3.08%) Microsoft Azure
Database & Business Intelligence
1 41 (31.54%) SQL Server
2 38 (29.23%) Data Warehouse
2 38 (29.23%) SQL Server Integration Services
3 33 (25.38%) SQL Server Reporting Services
4 19 (14.62%) SQL Server Analysis Services
5 12 (9.23%) SQL Server 2014
6 11 (8.46%) Oracle Database
7 9 (6.92%) Crystal Reports
7 9 (6.92%) Microsoft Power View
7 9 (6.92%) SQL Server 2008
8 8 (6.15%) Oracle Database 10g
8 8 (6.15%) Power BI
9 7 (5.38%) BusinessObjects
9 7 (5.38%) MySQL
9 7 (5.38%) Oracle Database 11g
9 7 (5.38%) SSDT
10 6 (4.62%) Data Mining
10 6 (4.62%) Oracle Reports
10 6 (4.62%) PowerPivot
11 5 (3.85%) QlikView
Development Applications
1 8 (6.15%) Rational DOORS
2 7 (5.38%) Visual Studio
3 4 (3.08%) Team Foundation Server
4 2 (1.54%) Jenkins
4 2 (1.54%) JUnit
5 1 (0.77%) ERwin
5 1 (0.77%) JIRA
General
1 27 (20.77%) Finance
2 8 (6.15%) Banking
2 8 (6.15%) Retail
3 6 (4.62%) Retail Banking
4 3 (2.31%) Manufacturing
5 2 (1.54%) Legal
6 1 (0.77%) Advertising
6 1 (0.77%) Aerospace
6 1 (0.77%) Front Office
6 1 (0.77%) Telecoms
Job Titles
1 33 (25.38%) Developer
2 32 (24.62%) Analyst
3 25 (19.23%) Architect
4 18 (13.85%) Data Architect
5 17 (13.08%) Business Intelligence Developer
6 15 (11.54%) DBA
6 15 (11.54%) SQL DBA
7 11 (8.46%) SQL Server DBA
8 10 (7.69%) Business Intelligence Architect
8 10 (7.69%) Data Analyst
9 8 (6.15%) Business Intelligence Analyst
9 8 (6.15%) Head of Data Management
9 8 (6.15%) Solutions Architect
9 8 (6.15%) Systems Engineer
10 7 (5.38%) Insight Analyst
10 7 (5.38%) SSIS Developer
11 6 (4.62%) Development DBA
11 6 (4.62%) Head of Information
11 6 (4.62%) SQL Analyst
11 6 (4.62%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 7 (5.38%) XML
2 5 (3.85%) Hibernate
2 5 (3.85%) Qt
3 4 (3.08%) .NET
3 4 (3.08%) XSD
4 2 (1.54%) ASP.NET
4 2 (1.54%) ASP.NET Web API
4 2 (1.54%) HTML
4 2 (1.54%) HTML5
4 2 (1.54%) JSON
4 2 (1.54%) Web Services
5 1 (0.77%) Apache Camel
5 1 (0.77%) Kafka
5 1 (0.77%) Spring
Miscellaneous
1 22 (16.92%) Analytical Skills
2 21 (16.15%) Management Information System
3 19 (14.62%) Computer Science
4 11 (8.46%) Data Structures
5 9 (6.92%) Mathematics
5 9 (6.92%) NHS
6 7 (5.38%) Performance Metrics
7 6 (4.62%) Visualisation
8 5 (3.85%) Algorithms
8 5 (3.85%) Data Integration
8 5 (3.85%) Virtual Team
9 4 (3.08%) Data Extraction
9 4 (3.08%) Driving Licence
10 3 (2.31%) Reference Data
11 2 (1.54%) Client/Server
11 2 (1.54%) Data Protection Act
11 2 (1.54%) Enterprise Software
11 2 (1.54%) N-Tier
11 2 (1.54%) Statistics
12 1 (0.77%) Wiki
Operating Systems
1 16 (12.31%) Windows
2 8 (6.15%) Unix
3 5 (3.85%) Linux
3 5 (3.85%) Windows Server
4 2 (1.54%) Windows Server 2003
4 2 (1.54%) Windows Server 2008
Processes & Methodologies
1 53 (40.77%) Business Intelligence
2 37 (28.46%) Agile Software Development
2 37 (28.46%) ETL
3 23 (17.69%) Migration
4 21 (16.15%) Data Analysis
5 18 (13.85%) Data Migration
6 16 (12.31%) Data Management
6 16 (12.31%) ITIL
6 16 (12.31%) Scrum
6 16 (12.31%) Use Case
7 15 (11.54%) SDLC
8 14 (10.77%) Master Data Management
8 14 (10.77%) Service Management
9 11 (8.46%) Information Management
9 11 (8.46%) Validation
10 10 (7.69%) Logical Data Model
10 10 (7.69%) Requirements Analysis
11 9 (6.92%) DevOps
11 9 (6.92%) Mentoring
11 9 (6.92%) User Stories
Programming Languages
1 77 (59.23%) SQL
2 43 (33.08%) T-SQL
3 25 (19.23%) C
4 19 (14.62%) PL/SQL
5 11 (8.46%) Java
6 9 (6.92%) C++
7 7 (5.38%) Shell Script
8 6 (4.62%) PowerShell
9 4 (3.08%) C#
9 4 (3.08%) VBA
10 1 (0.77%) R
10 1 (0.77%) VB
Qualifications
1 25 (19.23%) Security Cleared
2 19 (14.62%) Degree
3 15 (11.54%) DV Cleared
4 10 (7.69%) SC Cleared
5 6 (4.62%) MCP
5 6 (4.62%) MCSA
5 6 (4.62%) Microsoft Certification
6 2 (1.54%) BPSS Clearance
7 1 (0.77%) ISEB
Quality Assurance & Compliance
1 12 (9.23%) Data Quality
2 3 (2.31%) QA
3 1 (0.77%) JSP 440
System Software
1 5 (3.85%) Oracle RAC
2 2 (1.54%) Firmware
3 1 (0.77%) Apache ZooKeeper
Systems Management
1 2 (1.54%) HP Quality Center
2 1 (0.77%) Hadoop YARN
Vendors
1 40 (30.77%) Microsoft
2 20 (15.38%) Oracle
3 6 (4.62%) RedGate
4 5 (3.85%) Informatica
4 5 (3.85%) Jedox
5 4 (3.08%) Remedy
5 4 (3.08%) Tableau
6 1 (0.77%) Cloudera
6 1 (0.77%) Hortonworks
6 1 (0.77%) MapR
6 1 (0.77%) SAP
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 3 days ago
Wiltshire
Hays Specialist Recruitment
Posted: 9 days ago
Bristol
Hays Specialist Recruitment
Salary: £25000.00 - £40000.00 per annum
Posted: 23 days ago
Bristol
Hays Specialist Recruitment
Salary: £30000.00 - £45000.00 per annum
Posted: 23 days ago