The first part of the table below looks at the demand for Data Modelling skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 21 May 2012 with a comparison to the same period in the previous 2 years. The second part of the table is for comparison and provides aggregates for all of the Processes & Methodologies category.

Data Modeling
Location
3 months to
21 May 2012
Same period 2011Same period 2010
Rank138135128
Rank change year-on-year
Down-3Down-7
Matching permanent IT job ads223223161795
As % of all permanent IT jobs located in the UK1.842 %1.898 %1.885 %
As % of the Processes & Methodologies category2.498 %2.607 %2.664 %
Number of salaries quoted180318651390
Average salary£55,000£54,500£55,000
Average salary % change year-on-year
+0.91 %-0.90 %
90% of jobs offered a salary of more than£35,000£35,000£35,000
10% of jobs offered a salary of more than£77,500£80,000£85,000
UK excluding London average salary£45,000£45,000£47,000
% change year-on-year
--4.25 %
IT Job Market, Processes & Methodologies CategoryAll Processes & Methodologies
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
893688884467380
As % of all permanent IT jobs located in the UK73.74 %72.81 %70.76 %
Number of salaries quoted759367435255206
Average salary£47,000£47,500£47,500
Average salary % change year-on-year
-1.05 %-
90% of jobs offered a salary of more than£30,000£30,000£29,000
10% of jobs offered a salary of more than£75,000£77,500£75,000
UK excluding London average salary£41,000£40,000£40,000
% change year-on-year
+2.50 %-

Data Modelling
Demand Trend

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

Data Modelling Demand Trend

Data Modelling
Salary Trend

The chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling within the UK.

Data Modelling Salary Trend

Data Modelling
Salary Histogram

The chart provides a salary histogram for IT jobs citing Data Modelling over the 3 months to 21 May 2012 within the UK.

Data Modelling Salary Histogram

Data Modelling
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the UK over the 3 months to 21 May 2012. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

LocationRank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
EnglandUp+32135£55,000-
LondonUp+91256£62,500+4.16 %
City of LondonUp+10324£67,500+3.84 %
South EastDown-43312£50,000-9.09 %
North WestUp+28163£47,500+11.76 %
ManchesterUp+37129£47,500+11.76 %
South WestDown-19109£39,160-12.97 %
East of EnglandDown-4104£47,500-5.00 %
YorkshireUp+692£38,500+2.66 %
West YorkshireUp+469£40,000-
HampshireDown-1269£45,000+5.88 %
LeedsUp+1165£40,000-
West SussexUp+3859£60,000-7.69 %
BerkshireDown-6959£50,000-4.76 %
CrawleyUp+2848£60,000-7.69 %
ScotlandDown-3144£40,000-11.11 %
SurreyDown-6443£50,000-9.09 %
OxfordshireUp+2540£50,000+46.47 %
East MidlandsDown-4436£50,250+34.00 %
West MidlandsDown-4836£36,500-2.66 %
WiltshireUp+235£38,750+10.71 %
HertfordshireDown-1633£52,500+5.00 %
GatwickNew entry-30£60,000-
Canary WharfUp+1327£82,500+26.92 %
SouthamptonDown-627£45,000-10.00 %
ReadingDown-2527£47,500-11.62 %
CambridgeshireUp+1523£47,000+37.22 %
EdinburghDown-323£35,000-26.31 %
EssexDown-923£72,500+107.14 %
CheshireDown-1823£45,000+5.88 %

Data Modelling
Top 30 Related IT Skills

For the 6 months to 21 May 2012, IT jobs within the UK 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.

11857 (43.48 %)SQL
21401 (32.80 %)Finance
31353 (31.68 %)Business Intelligence
41183 (27.70 %)Data Warehouse
51180 (27.63 %)SQL Server
61115 (26.11 %)Oracle
7940 (22.01 %)ETL
8763 (17.86 %)Java
9644 (15.08 %)Microsoft
10590 (13.81 %).NET
11588 (13.77 %)SQL Server Integration Services
12540 (12.64 %)SQL Server Reporting Services
13518 (12.13 %)Banking
14473 (11.07 %)UML
15464 (10.86 %)Degree
16462 (10.82 %)Data Management
17452 (10.58 %)Data Analysis
18442 (10.35 %)Business Objects
19424 (9.927 %)Business Analysis
20422 (9.881 %)SQL Server Analysis Services
21400 (9.365 %)OO
22398 (9.319 %)SQL Server 2008
23395 (9.248 %)MS Excel
24391 (9.155 %)C#
25389 (9.108 %)XML
26375 (8.780 %)SAP
26375 (8.780 %)Retail
27373 (8.733 %)Web Services
28352 (8.242 %)Data Architecture
29346 (8.101 %)SQL Server 2005

Data Modelling
Top Related IT Skills by Category

For the 6 months to 21 May 2012, IT jobs within the UK 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.

IT Job Market, Application Development CategoryApplication Development
1590 (13.81 %).NET
2389 (9.108 %)XML
3373 (8.733 %)Web Services
4252 (5.900 %)J2EE
5213 (4.987 %)ASP.NET
6174 (4.074 %)HTML
7170 (3.980 %)Spring
8149 (3.489 %)MDX
9115 (2.693 %)Hibernate
10111 (2.599 %)CSS
1192 (2.154 %)WebSphere
1291 (2.131 %)Ajax
1390 (2.107 %)jQuery
1489 (2.084 %)WCF
1585 (1.990 %)JSF
1683 (1.943 %)XSLT
1782 (1.920 %)JDBC
1880 (1.873 %)Middleware
1880 (1.873 %)SOAP
1971 (1.662 %).NET Framework
IT Job Market, Application Platforms CategoryApplication Platforms
1192 (4.495 %)SAS
2119 (2.786 %)WebLogic
3116 (2.716 %)SharePoint
476 (1.779 %)ESB
542 (0.983 %)Apache
640 (0.937 %)Force.com
739 (0.913 %)NetWeaver
835 (0.819 %)Tomcat
932 (0.749 %)CMS
1023 (0.539 %)IIS
1122 (0.515 %)SharePoint Server
1220 (0.468 %)Oracle Workflow
1319 (0.445 %)Alfresco
1319 (0.445 %)TIBCO EMS
1416 (0.375 %)ActiveMQ
1512 (0.281 %)Amazon AWS
1610 (0.234 %)Rendezvous
179 (0.211 %)Oracle Service Bus
188 (0.187 %)BizTalk Server
188 (0.187 %)WebSphere MQ
IT Job Market, Applications CategoryApplications
1395 (9.248 %)MS Excel
2241 (5.643 %)MS Visio
388 (2.060 %)MS Office
435 (0.819 %)SPSS
517 (0.398 %)Spreadsheet
616 (0.375 %)MS PowerPoint
713 (0.304 %)MATLAB
812 (0.281 %)MS Project
97 (0.164 %)PowerPivot
104 (0.094 %)Fireworks
104 (0.094 %)Photoshop
104 (0.094 %)InfoPath
111 (0.023 %)FastStats
111 (0.023 %)Maya
IT Job Market, Business Applications CategoryBusiness Applications
159 (1.381 %)Cognos Business Intelligence
243 (1.007 %)SAP BPC
334 (0.796 %)HFM
433 (0.773 %)Hyperion Planning
530 (0.702 %)Oracle EBS
628 (0.656 %)Oracle EBS R12
726 (0.609 %)SAP MDM
825 (0.585 %)Dynamics CRM
919 (0.445 %)Summit
1018 (0.421 %)Cognos Planning
1113 (0.304 %)SAP ERP
1211 (0.258 %)BusinessWorks
1211 (0.258 %)Oracle 11i
1310 (0.234 %)RMDS
1310 (0.234 %)Oracle General Ledger
149 (0.211 %)SAP Oil and Gas
149 (0.211 %)Endur
158 (0.187 %)SAP IS-U
167 (0.164 %)Oracle BPM
167 (0.164 %)SAP HCM
IT Job Market, Communications & Networking CategoryCommunications & Networking
177 (1.803 %)Internet
230 (0.702 %)HTTP
324 (0.562 %)DNS
421 (0.492 %)LDAP
519 (0.445 %)TCP/IP
616 (0.375 %)Firewall
711 (0.258 %)SSL
89 (0.211 %)SAN
98 (0.187 %)Ethernet
107 (0.164 %)SSH
107 (0.164 %)VoIP
116 (0.140 %)ATM
124 (0.094 %)DHCP
124 (0.094 %)Wireshark
133 (0.070 %)FCoE
133 (0.070 %)Fibre Channel
133 (0.070 %)Network Security
133 (0.070 %)Broadband
133 (0.070 %)VPN
133 (0.070 %)FTP
IT Job Market, Database & Business Intelligence CategoryDatabase & Business Intelligence
11183 (27.70 %)Data Warehouse
21180 (27.63 %)SQL Server
3940 (22.01 %)ETL
4588 (13.77 %)SQL Server Integration Services
5540 (12.64 %)SQL Server Reporting Services
6422 (9.881 %)SQL Server Analysis Services
7398 (9.319 %)SQL Server 2008
8346 (8.101 %)SQL Server 2005
9310 (7.258 %)OLAP
10226 (5.292 %)BusinessObjects
11222 (5.198 %)Microsoft Analysis Services
12165 (3.863 %)Oracle 8/8i
13147 (3.442 %)Oracle 10g
14145 (3.395 %)RDBMS
15137 (3.208 %)OLTP
15137 (3.208 %)DB2
16126 (2.950 %)Oracle 11g
17125 (2.927 %)Data Mining
18112 (2.622 %)SAP BW
19110 (2.576 %)MySQL
IT Job Market, Development Applications CategoryDevelopment Applications
1156 (3.653 %)ERwin
2103 (2.412 %)Eclipse
3101 (2.365 %)Subversion
498 (2.295 %)Maven
561 (1.428 %)Visual Studio
639 (0.913 %)Team Foundation Server
733 (0.773 %)Talend Open Studio
831 (0.726 %)Ant
929 (0.679 %)Oracle Forms
929 (0.679 %)VSS/SourceSafe
1016 (0.375 %)Rational Rose
1115 (0.351 %)PowerBuilder
1213 (0.304 %)Git (software)
1213 (0.304 %)JUnit
1312 (0.281 %)ClearCase
149 (0.211 %)RequisitePro
158 (0.187 %)Oracle APEX
158 (0.187 %)JIRA
158 (0.187 %)CaliberRM
166 (0.140 %)PowerDesigner
IT Job Market, General CategoryGeneral
11401 (32.80 %)Finance
2518 (12.13 %)Banking
3375 (8.780 %)Retail
4241 (5.643 %)Investment Banking
5151 (3.535 %)Marketing
6135 (3.161 %)Manufacturing
7128 (2.997 %)Telecoms
8124 (2.903 %)Front Office
976 (1.779 %)Games
1061 (1.428 %)Back Office
1149 (1.147 %)Advertising
1248 (1.124 %)Legal
1330 (0.702 %)Aerospace
1426 (0.609 %)Retail Banking
1525 (0.585 %)Financial Institution
1621 (0.492 %)Publishing
1720 (0.468 %)General Ledger
1819 (0.445 %)Pharmaceutical
1913 (0.304 %)Billing
1913 (0.304 %)Corporate Banking
IT Job Market, Job Titles CategoryJob Titles
11087 (25.45 %)Developer
21062 (24.87 %)Analyst
3942 (22.06 %)Architect
4665 (15.57 %)Business Analyst
5450 (10.54 %)Consultant
6334 (7.820 %)Data Architect
7262 (6.134 %)DBA
8192 (4.495 %)Java Developer
9191 (4.472 %)Senior Developer
10180 (4.214 %)Business Intelligence (BI) Developer
11174 (4.074 %)SQL DBA
11174 (4.074 %)Data Analyst
12162 (3.793 %)Designer
12162 (3.793 %)Data Modeller
13157 (3.676 %)Business Intelligence (BI) Consultant
14155 (3.629 %)Senior Analyst
15138 (3.231 %)Systems Analyst
16135 (3.161 %)Senior Consultant
16135 (3.161 %)Solutions Architect
17124 (2.903 %)Administrator
IT Job Market, Miscellaneous CategoryMiscellaneous
1227 (5.315 %)Data Integration
2184 (4.308 %)Computer Science
3127 (2.974 %)Management Information System
4115 (2.693 %)Open Source
5113 (2.646 %)Replication
6100 (2.341 %)Reference Data
790 (2.107 %)Clustering
884 (1.967 %)Foreign Exchange (FX)
976 (1.779 %)Mathematics
1072 (1.686 %)Hedge funds
1164 (1.498 %)Derivative
1256 (1.311 %)N-Tier
1354 (1.264 %)Statistics
1452 (1.218 %)Big Data
1549 (1.147 %)Credit Risk
1646 (1.077 %)Market Risk
1741 (0.960 %)Client/Server
1741 (0.960 %)Mainframe
1837 (0.866 %)Equities
1933 (0.773 %)Visualisation
IT Job Market, Operating Systems CategoryOperating Systems
1323 (7.563 %)Windows
2311 (7.282 %)UNIX
3219 (5.128 %)Linux
453 (1.241 %)Solaris
537 (0.866 %)Windows Server 2008
626 (0.609 %)Android
720 (0.468 %)Windows Server 2003
819 (0.445 %)Red Hat Enterprise Linux
914 (0.328 %)AIX
1013 (0.304 %)Windows XP
1112 (0.281 %)MVS
1112 (0.281 %)Apple iOS
129 (0.211 %)Windows 2000
138 (0.187 %)Windows NT
138 (0.187 %)SUSE
144 (0.094 %)Windows 7
153 (0.070 %)Mac OS X
161 (0.023 %)Windows Vista
161 (0.023 %)HPUX
161 (0.023 %)OS/390
IT Job Market, Processes & Methodologies CategoryProcesses & Methodologies
11353 (31.68 %)Business Intelligence
2473 (11.07 %)UML
3462 (10.82 %)Data Management
4452 (10.58 %)Data Analysis
5424 (9.927 %)Business Analysis
6400 (9.365 %)OO
7352 (8.242 %)Data Architecture
8340 (7.961 %)Agile Software Development
9320 (7.492 %)Project Management
10286 (6.696 %)SOA
11274 (6.415 %)CRM
12238 (5.572 %)Migration
13207 (4.847 %)Enterprise Architecture
14192 (4.495 %)Dimensional Modelling
15188 (4.402 %)Stakeholder Management
16182 (4.261 %)Workflow
17181 (4.238 %)E-Commerce
18170 (3.980 %)Scrum
18170 (3.980 %)Information Management
19163 (3.816 %)Information Architecture
IT Job Market, Programming Languages CategoryProgramming Languages
11857 (43.48 %)SQL
2763 (17.86 %)Java
3391 (9.155 %)C#
4344 (8.054 %)PL/SQL
5331 (7.750 %)T-SQL
6211 (4.940 %)JavaScript
7150 (3.512 %)C++
8113 (2.646 %)Python
9106 (2.482 %)Shell Script
10104 (2.435 %)VBA
11100 (2.341 %)Perl
1297 (2.271 %)PHP
1392 (2.154 %)VB
1472 (1.686 %)C
1561 (1.428 %)VB.NET
1657 (1.335 %)R
1755 (1.288 %)Ruby
1842 (0.983 %)Apex Code
1935 (0.819 %)COBOL
2033 (0.773 %)ABAP
IT Job Market, Qualifications CategoryQualifications
1464 (10.86 %)Degree
269 (1.616 %)Security Cleared
359 (1.381 %)ISEB
446 (1.077 %)Microsoft Certification
533 (0.773 %)SC Cleared
629 (0.679 %)MCITP
722 (0.515 %)SAP Certification
819 (0.445 %)CIMA
918 (0.421 %)MCTS
1017 (0.398 %)HND
1115 (0.351 %)MBA
1115 (0.351 %)PMI Certification
1210 (0.234 %)CCNP
1210 (0.234 %)Cisco Certification
139 (0.211 %)ACCA
139 (0.211 %)PMP
139 (0.211 %)PRINCE2 Certification
148 (0.187 %)Oracle Certification
148 (0.187 %)NVQ Level 3
156 (0.140 %)PhD
IT Job Market, Quality Assurance & Compliance CategoryQuality Assurance & Compliance
1201 (4.706 %)QA
2179 (4.191 %)Data Quality
344 (1.030 %)SLA
432 (0.749 %)Solvency II
529 (0.679 %)ISO 9001
613 (0.304 %)Basel II
76 (0.140 %)TickIT
85 (0.117 %)Basel III
93 (0.070 %)COBIT
102 (0.047 %)Sarbanes-Oxley
102 (0.047 %)ISO/IEC 27001
111 (0.023 %)PCI DSS
111 (0.023 %)ISO 14001
111 (0.023 %)GxP
111 (0.023 %)21 CFR Part 11
111 (0.023 %)GMP
IT Job Market, System Software CategorySystem Software
133 (0.773 %)Oracle RAC
232 (0.749 %)Oracle RMAN
331 (0.726 %)Active Directory
416 (0.375 %)VMware Infrastructure
54 (0.094 %)Hyper-V
54 (0.094 %)vSphere
63 (0.070 %)Xen
63 (0.070 %)NFS
71 (0.023 %)Tivoli Workload Scheduler
IT Job Market, Systems Management CategorySystems Management
124 (0.562 %)Oracle Enterprise Manager
218 (0.421 %)Data Guard
314 (0.328 %)Tivoli Storage Manager
410 (0.234 %)NetBackup
59 (0.211 %)Netcool
68 (0.187 %)Systems Management Server (SMS)
68 (0.187 %)HP Quality Center
77 (0.164 %)Control-M
83 (0.070 %)Ionix
83 (0.070 %)SCCM
83 (0.070 %)HP Data Protector
83 (0.070 %)WebInspect
83 (0.070 %)BMC Marimba
83 (0.070 %)BladeLogic
83 (0.070 %)EMC NetWorker
83 (0.070 %)Backup Exec
83 (0.070 %)OpenView
92 (0.047 %)BMC PATROL
92 (0.047 %)Tivoli
101 (0.023 %)NetCrunch
IT Job Market, Vendors CategoryVendors
11115 (26.11 %)Oracle
2644 (15.08 %)Microsoft
3442 (10.35 %)Business Objects
4375 (8.780 %)SAP
5333 (7.797 %)Cognos
6282 (6.603 %)Teradata
7171 (4.004 %)IBM
8169 (3.957 %)Informatica
9128 (2.997 %)JBoss
10122 (2.856 %)MicroStrategy
11109 (2.552 %)Hyperion
1272 (1.686 %)Sybase
1371 (1.662 %)Ab Initio
1469 (1.616 %)Netezza
1566 (1.545 %)Salesforce.com
1648 (1.124 %)Google
1746 (1.077 %)TIBCO
1837 (0.866 %)Siebel
1933 (0.773 %)Talend
2032 (0.749 %)Cognizant