The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Bristol region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Data Modeling
Rank 93 107 79
Rank change year-on-year
+14 -28
Permanent jobs citing Data Modelling 31 22 54
As % of all permanent IT jobs located in Bristol 1.55% 1.10% 2.93%
As % of the Processes & Methodologies category 1.90% 1.29% 3.63%
Number of salaries quoted 17 14 44
Average salary £45,000 £35,000 £39,500
Average salary % change year-on-year
+28.57% -11.39%
90% offered a salary of more than £28,200 £32,500 £32,500
10% offered a salary of more than £47,000 £42,500 £47,500
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Modelling
South West

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

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1630 1706 1487
As % of all permanent IT jobs located in Bristol 81.38% 85.04% 80.60%
Number of salaries quoted 1366 1356 1289
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £53,000 £60,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Data Modelling
Jobs Demand Trend in Bristol

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Bristol region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Bristol

Data Modelling
Salary Trend in Bristol

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

Data Modelling Salary Trend in Bristol

Data Modelling
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Data Modelling across the Bristol region over the 3 months to 17 April 2015.

Data Modelling Salary Histogram in Bristol

Data Modelling
Top 30 Related IT Skills in Bristol

For the 6 months to 17 April 2015, IT jobs across the Bristol region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 32 (51.61%) Data Warehouse
2 28 (45.16%) SQL
3 23 (37.10%) Business Intelligence
4 22 (35.48%) ETL
4 22 (35.48%) SQL Server
5 20 (32.26%) Finance
6 19 (30.65%) SQL Server Integration Services
7 18 (29.03%) Management Information System
8 17 (27.42%) Degree
8 17 (27.42%) Data Structures
9 14 (22.58%) SQL Server 2008
9 14 (22.58%) T-SQL
10 13 (20.97%) Analytical Skills
10 13 (20.97%) Relational Database
11 12 (19.35%) Validation
11 12 (19.35%) Microsoft
12 11 (17.74%) MS Excel
12 11 (17.74%) Performance Tuning
13 10 (16.13%) Analytics
13 10 (16.13%) Oracle
14 9 (14.52%) Agile Software Development
14 9 (14.52%) Data Management
14 9 (14.52%) Subversion
14 9 (14.52%) Windows
14 9 (14.52%) Visualisation
14 9 (14.52%) SQL Server 2012
14 9 (14.52%) Data Architecture
15 8 (12.90%) Continuous Improvement
15 8 (12.90%) Risk Management
16 7 (11.29%) IPsec

Data Modelling
Top Related IT Skills in Bristol by Category

For the 6 months to 17 April 2015, IT jobs across the Bristol region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 7 (11.29%) Apache
1 7 (11.29%) nginx
1 7 (11.29%) Confluence
1 7 (11.29%) MediaWiki
2 5 (8.06%) PowerExchange
3 2 (3.23%) IIS
4 1 (1.61%) SAS
Applications
1 11 (17.74%) MS Excel
2 2 (3.23%) Spreadsheet
3 1 (1.61%) FastStats
3 1 (1.61%) MS Visio
Communications & Networking
1 7 (11.29%) LDAP
1 7 (11.29%) LAN
1 7 (11.29%) WAN
1 7 (11.29%) VPN
1 7 (11.29%) OSPF
1 7 (11.29%) BGP
1 7 (11.29%) EIGRP
1 7 (11.29%) Firewall
1 7 (11.29%) IPsec
1 7 (11.29%) Network Security
1 7 (11.29%) IPv6
2 2 (3.23%) DNS
3 1 (1.61%) Internet
Database & Business Intelligence
1 32 (51.61%) Data Warehouse
2 22 (35.48%) SQL Server
3 19 (30.65%) SQL Server Integration Services
4 14 (22.58%) SQL Server 2008
5 13 (20.97%) Relational Database
6 9 (14.52%) SQL Server 2012
7 7 (11.29%) MySQL
7 7 (11.29%) PostgreSQL
8 6 (9.68%) MS Access
9 4 (6.45%) Oracle Database
10 3 (4.84%) SQL Server Reporting Services
11 1 (1.61%) SAS Data Integration Studio
11 1 (1.61%) DB2
11 1 (1.61%) Microsoft Analysis Services
11 1 (1.61%) BusinessObjects
11 1 (1.61%) MarkLogic
11 1 (1.61%) NoSQL
11 1 (1.61%) Big Data
11 1 (1.61%) QlikView
11 1 (1.61%) SQL Server Analysis Services
Development Applications
1 9 (14.52%) Subversion
2 7 (11.29%) JIRA
2 7 (11.29%) Git (software)
2 7 (11.29%) Hudson
2 7 (11.29%) Jenkins
3 3 (4.84%) Visual Studio
4 2 (3.23%) VSS/SourceSafe
4 2 (3.23%) Talend Open Studio
5 1 (1.61%) Team Foundation Server
General
1 20 (32.26%) Finance
2 6 (9.68%) Legal
3 5 (8.06%) Military
3 5 (8.06%) Banking
3 5 (8.06%) Retail
3 5 (8.06%) Electronics
4 2 (3.23%) Manufacturing
4 2 (3.23%) Aerospace
5 1 (1.61%) Marketing
Job Titles
1 22 (35.48%) Developer
2 13 (20.97%) SQL Developer
3 10 (16.13%) Analyst
4 9 (14.52%) Architect
5 7 (11.29%) Database Engineer
5 7 (11.29%) DevOps Engineer
6 6 (9.68%) Business Analyst
6 6 (9.68%) Business Systems Analyst
6 6 (9.68%) Systems Analyst
6 6 (9.68%) Senior Manager
6 6 (9.68%) Senior Business Analyst
6 6 (9.68%) Senior Analyst
6 6 (9.68%) Database Developer
6 6 (9.68%) Senior Systems Analyst
6 6 (9.68%) SQL Database Developer
6 6 (9.68%) Business Intelligence Developer
6 6 (9.68%) Senior Business Systems Analyst
7 5 (8.06%) C++ Software Developer
7 5 (8.06%) C++ Developer
7 5 (8.06%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 7 (11.29%) LAMP
2 5 (8.06%) MFC
2 5 (8.06%) OpenGL
2 5 (8.06%) DirectX
2 5 (8.06%) Velocity
2 5 (8.06%) Qt
3 2 (3.23%) Entity Framework
3 2 (3.23%) .NET
3 2 (3.23%) ASP.NET
3 2 (3.23%) XML
3 2 (3.23%) XSD
3 2 (3.23%) XSLT
3 2 (3.23%) MSMQ
3 2 (3.23%) ActiveMQ
3 2 (3.23%) .NET Framework
3 2 (3.23%) MDX
Miscellaneous
1 18 (29.03%) Management Information System
2 17 (27.42%) Data Structures
3 13 (20.97%) Analytical Skills
4 9 (14.52%) Visualisation
5 7 (11.29%) Wiki
5 7 (11.29%) Mathematics
5 7 (11.29%) Data Integration
6 5 (8.06%) Algorithms
7 3 (4.84%) Computer Science
8 2 (3.23%) Enterprise Software
9 1 (1.61%) BBC
9 1 (1.61%) Data Extraction
9 1 (1.61%) Social Media
Operating Systems
1 9 (14.52%) Windows
2 7 (11.29%) Linux
2 7 (11.29%) Windows Server 2003
2 7 (11.29%) Debian
2 7 (11.29%) Ubuntu
2 7 (11.29%) CentOS
3 2 (3.23%) Windows Server 2012
3 2 (3.23%) Windows Server 2008
Processes & Methodologies
1 23 (37.10%) Business Intelligence
2 22 (35.48%) ETL
3 12 (19.35%) Validation
4 11 (17.74%) Performance Tuning
5 10 (16.13%) Analytics
6 9 (14.52%) Data Architecture
6 9 (14.52%) Agile Software Development
6 9 (14.52%) Data Management
7 8 (12.90%) Risk Management
7 8 (12.90%) Continuous Improvement
8 7 (11.29%) Build Automation
8 7 (11.29%) Capacity Planning
8 7 (11.29%) Continuous Integration
8 7 (11.29%) DevOps
8 7 (11.29%) Logical Data Model
8 7 (11.29%) Database Theory
8 7 (11.29%) Relational Database Theory
8 7 (11.29%) Project Management
8 7 (11.29%) Disaster Recovery
8 7 (11.29%) Logistics
Programming Languages
1 28 (45.16%) SQL
2 14 (22.58%) T-SQL
3 7 (11.29%) VBA
3 7 (11.29%) C++
3 7 (11.29%) Java
3 7 (11.29%) Perl
3 7 (11.29%) PHP
3 7 (11.29%) Ruby
3 7 (11.29%) Bash Shell
4 3 (4.84%) PL/SQL
5 2 (3.23%) JavaScript
5 2 (3.23%) VB
5 2 (3.23%) C#
6 1 (1.61%) PowerShell
6 1 (1.61%) XQuery
Qualifications
1 17 (27.42%) Degree
2 3 (4.84%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 4 (6.45%) QA
2 2 (3.23%) DO-178B
2 2 (3.23%) Sarbanes-Oxley
System Software
1 7 (11.29%) Samba
1 7 (11.29%) VMware Infrastructure
1 7 (11.29%) Postfix
1 7 (11.29%) XenServer
1 7 (11.29%) iptables
Systems Management
1 7 (11.29%) ZABBIX
1 7 (11.29%) Puppet
1 7 (11.29%) Opscode Chef
1 7 (11.29%) Salt
Vendors
1 12 (19.35%) Microsoft
2 10 (16.13%) Oracle
3 7 (11.29%) IBM
3 7 (11.29%) Citrix
3 7 (11.29%) VMware
3 7 (11.29%) Red Hat
4 6 (9.68%) SAP
5 5 (8.06%) Informatica
5 5 (8.06%) RedPrairie
6 2 (3.23%) Talend
7 1 (1.61%) HP
7 1 (1.61%) Apple
7 1 (1.61%) Toshiba
7 1 (1.61%) BT
7 1 (1.61%) Nokia
7 1 (1.61%) Siemens
7 1 (1.61%) Business Objects
Bristol, Somerset
Connectus
Posted: 2 days ago
Bristol, Gloucestershire
Propel London Ltd
Posted: 3 days ago
Bristol, Avon
Connectus
Salary: £32000 per annum
Posted: 5 days ago
Bristol, Avon
Gold Group
Salary: £60000 - £80000 per annum + negotiable
Posted: 5 days ago