The first part of the table below looks at the demand for Data Mining skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining 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 Database & Business Intelligence category.

Data Mining
Location
3 months to
21 May 2012
Same period 2011Same period 2010
Rank429337378
Rank change year-on-year
Down-92Up+41
Matching permanent IT job ads571812459
As % of all permanent IT jobs located in the UK0.471 %0.665 %0.482 %
As % of the Database & Business Intelligence category1.581 %2.266 %1.726 %
Number of salaries quoted487632367
Average salary£47,500£51,125£43,000
Average salary % change year-on-year
-7.09 %+18.89 %
90% of jobs offered a salary of more than£27,500£30,000£29,000
10% of jobs offered a salary of more than£72,500£95,000£70,000
UK excluding London average salary£45,000£37,500£35,000
% change year-on-year
+20.00 %+7.14 %
IT Job Market, Database & Business Intelligence CategoryAll Database & Business Intelligence
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
361093582726594
As % of all permanent IT jobs located in the UK29.79 %29.36 %27.93 %
Number of salaries quoted319473113422921
Average salary£42,500£42,500£40,000
Average salary % change year-on-year
-+6.25 %
90% of jobs offered a salary of more than£29,500£28,750£27,500
10% of jobs offered a salary of more than£65,000£65,000£65,000
UK excluding London average salary£37,500£37,500£35,000
% change year-on-year
-+7.14 %

Data Mining
Demand Trend

The chart provides the 3-month moving total of permanent IT jobs citing Data Mining within the UK as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Demand Trend

Data Mining
Salary Trend

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

Data Mining Salary Trend

Data Mining
Salary Histogram

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

Data Mining Salary Histogram

Data Mining
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 Mining 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
EnglandDown-81545£47,500-8.65 %
LondonDown-122297£55,000-4.34 %
South EastUp+60144£45,000+5.88 %
City of LondonDown-4294£52,500-40.00 %
East SussexUp+2445£27,500-38.88 %
BrightonUp+2344£27,500-38.88 %
HampshireUp+2438£47,500+31.94 %
East of EnglandDown-1526£37,500+7.14 %
SouthamptonNew entry-18£45,000-
North WestDown-5317£47,500+26.66 %
North EastUp+516£24,500-25.48 %
BuckinghamshireUp+2215£70,000+80.64 %
ScotlandDown-415£45,000-6.25 %
YorkshireDown-814£22,500-35.71 %
BerkshireDown-2514£47,500-5.00 %
Tyne and WearUp+1613£26,750+21.59 %
Milton KeynesUp+1313£70,000+64.70 %
ManchesterDown-1212£47,500-13.63 %
SurreyDown-2111£50,000-9.09 %
Newcastle upon TyneNew entry-11£37,000-
HertfordshireUp+179£39,000+34.48 %
CambridgeDown-39£37,500-47.91 %
CambridgeshireDown-129£37,500-36.17 %
South WestDown-339£33,750-7.53 %
West MidlandsDown-98£55,000+74.60 %
East MidlandsDown-178£43,500+33.84 %
LeedsDown-188£22,000-37.14 %
West YorkshireDown-248£22,000-37.14 %
LeicesterDown-37£43,500+24.28 %
LeicestershireDown-97£43,500+24.28 %

Data Mining
Top 30 Related IT Skills

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

1612 (51.21 %)SQL
2372 (31.13 %)Business Intelligence
3346 (28.95 %)SQL Server
4336 (28.12 %)Data Warehouse
5311 (26.03 %)Degree
6306 (25.61 %)Finance
7291 (24.35 %)Microsoft
8260 (21.76 %)Java
9228 (19.08 %)SQL Server Integration Services
10194 (16.23 %)SQL Server Reporting Services
11189 (15.82 %)ETL
12188 (15.73 %)Oracle
13184 (15.40 %).NET
14183 (15.31 %)MS Excel
15170 (14.23 %)Business Objects
16165 (13.81 %)Linux
17162 (13.56 %)JavaScript
18158 (13.22 %)SQL Server Analysis Services
19152 (12.72 %)Agile Software Development
20149 (12.47 %)CRM
21143 (11.97 %)Marketing
22136 (11.38 %)Data Analysis
23130 (10.88 %)Computer Science
24127 (10.63 %)C#
24127 (10.63 %)T-SQL
25125 (10.46 %)Data Modelling
26121 (10.13 %)Mathematics
27119 (9.958 %)SQL Server 2008
28118 (9.874 %)Statistics
29117 (9.791 %)Windows

Data Mining
Top Related IT Skills by Category

For the 6 months to 21 May 2012, IT jobs within the UK citing Data Mining 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 Mining. Up to 20 skills are shown per category.

IT Job Market, Application Development CategoryApplication Development
1184 (15.40 %).NET
2100 (8.368 %)HTML
394 (7.866 %)XML
490 (7.531 %)Spring
587 (7.280 %)J2EE
686 (7.197 %)CSS
770 (5.858 %)Web Services
855 (4.603 %)MDX
950 (4.184 %)Java EE
950 (4.184 %)REST
1048 (4.017 %)ASP.NET
1145 (3.766 %)Ajax
1244 (3.682 %)Lucene
1341 (3.431 %)jQuery
1341 (3.431 %)Hibernate
1425 (2.092 %)Data Analytics Architect
1425 (2.092 %)Swing
1524 (2.008 %)CakePHP
1622 (1.841 %)WebSphere
1622 (1.841 %)HTML5
IT Job Market, Application Platforms CategoryApplication Platforms
1106 (8.870 %)SAS
278 (6.527 %)SharePoint
334 (2.845 %)Documentum
334 (2.845 %)MediaWiki
334 (2.845 %)Jetty
424 (2.008 %)Apache
517 (1.423 %)SharePoint Server
616 (1.339 %)Apache Solr
714 (1.172 %)WebLogic
813 (1.088 %)SharePoint 2010
99 (0.753 %)IIS
99 (0.753 %)CMS
108 (0.669 %)WebSphere MQ
108 (0.669 %)Tomcat
108 (0.669 %)MS Exchange
117 (0.586 %)Exchange Server 2010
126 (0.502 %)ESB
135 (0.418 %)WebSphere Application Server
144 (0.335 %)NetWeaver
153 (0.251 %)Confluence
IT Job Market, Applications CategoryApplications
1183 (15.31 %)MS Excel
296 (8.033 %)MS Office
351 (4.268 %)MATLAB
444 (3.682 %)SPSS
541 (3.431 %)MS Visio
634 (2.845 %)Google Apps
726 (2.176 %)MS PowerPoint
824 (2.008 %)MS Project
913 (1.088 %)PowerPivot
107 (0.586 %)Photoshop
116 (0.502 %)Weka
123 (0.251 %)Maple
132 (0.167 %)S-PLUS
132 (0.167 %)Spreadsheet
141 (0.084 %)FastStats
141 (0.084 %)Office 365
141 (0.084 %)Stata
IT Job Market, Business Applications CategoryBusiness Applications
116 (1.339 %)Summit
28 (0.669 %)Google Analytics
36 (0.502 %)Pivotal CRM
36 (0.502 %)Oracle CRM
36 (0.502 %)Dynamics NAV
45 (0.418 %)SAP R/3
53 (0.251 %)WebTrends
53 (0.251 %)Oracle EBS
62 (0.167 %)Oracle Financials
62 (0.167 %)SAP BPC
62 (0.167 %)SAP Oil and Gas
62 (0.167 %)Siebel Analytics
71 (0.084 %)SAP ERP
71 (0.084 %)Dynamics CRM
71 (0.084 %)Optimost
71 (0.084 %)Oracle 11i
IT Job Market, Communications & Networking CategoryCommunications & Networking
127 (2.259 %)Internet
217 (1.423 %)SAN
315 (1.255 %)Broadband
315 (1.255 %)Intranet
48 (0.669 %)TCP/IP
57 (0.586 %)VSAT
57 (0.586 %)Network Security
57 (0.586 %)NAS
57 (0.586 %)LAN
57 (0.586 %)WAN
57 (0.586 %)Firewall
66 (0.502 %)Wireless
66 (0.502 %)Ethernet
75 (0.418 %)VPN
75 (0.418 %)SNMP
84 (0.335 %)MPLS
93 (0.251 %)SMS
101 (0.084 %)Cisco PIX
101 (0.084 %)iSCSI
101 (0.084 %)OpenLDAP
IT Job Market, Database & Business Intelligence CategoryDatabase & Business Intelligence
1346 (28.95 %)SQL Server
2336 (28.12 %)Data Warehouse
3228 (19.08 %)SQL Server Integration Services
4194 (16.23 %)SQL Server Reporting Services
5189 (15.82 %)ETL
6158 (13.22 %)SQL Server Analysis Services
7119 (9.958 %)SQL Server 2008
8106 (8.870 %)OLAP
991 (7.615 %)NoSQL
1088 (7.364 %)SQL Server 2005
1179 (6.611 %)Hadoop
1273 (6.109 %)MySQL
1357 (4.770 %)BusinessObjects
1449 (4.100 %)Text Mining
1449 (4.100 %)Microsoft Analysis Services
1536 (3.013 %)BusinessObjects Web Intelligence
1635 (2.929 %)DTS
1734 (2.845 %)HSQLDB
1830 (2.510 %)MS Access
1922 (1.841 %)Crystal Reports
IT Job Market, Development Applications CategoryDevelopment Applications
151 (4.268 %)JUnit
247 (3.933 %)Eclipse
342 (3.515 %)Visual Studio
434 (2.845 %)Bugzilla
434 (2.845 %)Mercurial
434 (2.845 %)GCC
434 (2.845 %)Mockito
434 (2.845 %)SCons
434 (2.845 %)GoogleTest
526 (2.176 %)Git (software)
618 (1.506 %)Subversion
77 (0.586 %)Team Foundation Server
77 (0.586 %)ClearQuest
77 (0.586 %)Maven
86 (0.502 %)Ant
86 (0.502 %)ClearCase
86 (0.502 %)Hudson
95 (0.418 %)JIRA
95 (0.418 %)Oracle Forms
95 (0.418 %)Synon
IT Job Market, General CategoryGeneral
1306 (25.61 %)Finance
2143 (11.97 %)Marketing
390 (7.531 %)Banking
474 (6.192 %)Retail
570 (5.858 %)Telecoms
637 (3.096 %)Front Office
733 (2.762 %)Aerospace
733 (2.762 %)Investment Banking
831 (2.594 %)Back Office
928 (2.343 %)Pharmaceutical
1025 (2.092 %)Advertising
1121 (1.757 %)Games
1211 (0.921 %)Legal
139 (0.753 %)Publishing
139 (0.753 %)Manufacturing
147 (0.586 %)Law
156 (0.502 %)Financial Institution
165 (0.418 %)German Language
165 (0.418 %)Russian Language
174 (0.335 %)French Language
IT Job Market, Job Titles CategoryJob Titles
1416 (34.81 %)Developer
2308 (25.77 %)Analyst
3112 (9.372 %)Architect
4104 (8.703 %)Consultant
5102 (8.536 %)Java Developer
688 (7.364 %)Business Analyst
772 (6.025 %)Business Intelligence (BI) Developer
862 (5.188 %)Senior Developer
959 (4.937 %)Data Analyst
1056 (4.686 %)Software Engineer
1152 (4.351 %)SQL Developer
1251 (4.268 %)Software Developer
1345 (3.766 %)Web Developer
1345 (3.766 %)Senior Analyst
1443 (3.598 %)Business Intelligence (BI) Consultant
1538 (3.180 %)Team Leader
1538 (3.180 %)Business Developer
1635 (2.929 %)Insight Analyst
1635 (2.929 %)DBA
1734 (2.845 %)Business Consultant
IT Job Market, Miscellaneous CategoryMiscellaneous
1130 (10.88 %)Computer Science
2121 (10.13 %)Mathematics
3118 (9.874 %)Statistics
489 (7.448 %)Visualisation
571 (5.941 %)Artificial Intelligence
655 (4.603 %)Social Media
752 (4.351 %)Derivative
844 (3.682 %)Machine Learning
943 (3.598 %)Data Integration
1038 (3.180 %)Management Information System
1137 (3.096 %)Grid Computing
1137 (3.096 %)Big Data
1236 (3.013 %)Semantic Web
1324 (2.008 %)Economics
1423 (1.925 %)Physics
1423 (1.925 %)Neural Network
1522 (1.841 %)Equities
1617 (1.423 %)Data Conversion
1716 (1.339 %)Replication
1716 (1.339 %)Clustering
IT Job Market, Operating Systems CategoryOperating Systems
1165 (13.81 %)Linux
2117 (9.791 %)Windows
354 (4.519 %)UNIX
414 (1.172 %)Windows Server 2008
59 (0.753 %)Windows Server 2003
66 (0.502 %)Ubuntu
75 (0.418 %)HPUX
83 (0.251 %)Mac OS X
92 (0.167 %)Solaris
92 (0.167 %)FreeBSD
101 (0.084 %)CentOS
101 (0.084 %)Windows XP
101 (0.084 %)Fedora
IT Job Market, Processes & Methodologies CategoryProcesses & Methodologies
1372 (31.13 %)Business Intelligence
2152 (12.72 %)Agile Software Development
3149 (12.47 %)CRM
4136 (11.38 %)Data Analysis
5125 (10.46 %)Data Modelling
698 (8.201 %)Data Management
791 (7.615 %)OO
875 (6.276 %)Project Management
960 (5.021 %)Statistical Analysis
1058 (4.854 %)TDD
1157 (4.770 %)E-Commerce
1256 (4.686 %)MVC
1352 (4.351 %)ITIL
1451 (4.268 %)Web Analytics
1548 (4.017 %)Scrum
1646 (3.849 %)Statistical Modelling
1744 (3.682 %)Validation
1744 (3.682 %)Business Analysis
1843 (3.598 %)Customer Insight
1843 (3.598 %)Automated Testing
IT Job Market, Programming Languages CategoryProgramming Languages
1612 (51.21 %)SQL
2260 (21.76 %)Java
3162 (13.56 %)JavaScript
4127 (10.63 %)C#
4127 (10.63 %)T-SQL
5109 (9.121 %)Python
694 (7.866 %)C++
782 (6.862 %)C
865 (5.439 %)PL/SQL
964 (5.356 %)Perl
1042 (3.515 %)R
1141 (3.431 %)VBA
1238 (3.180 %)PHP
1334 (2.845 %)SPARQL
1423 (1.925 %)VB
1521 (1.757 %)VB.NET
1616 (1.339 %)PowerShell
1715 (1.255 %)Scala
1813 (1.088 %)Ruby
1910 (0.837 %)Shell Script
IT Job Market, Qualifications CategoryQualifications
1311 (26.03 %)Degree
241 (3.431 %)PhD
337 (3.096 %)Postgraduate
425 (2.092 %)Security Cleared
522 (1.841 %)Microsoft Certification
616 (1.339 %)ISEB
712 (1.004 %)Cisco Certification
712 (1.004 %)MCSE
89 (0.753 %)SC Cleared
98 (0.669 %)MCTS
107 (0.586 %)CIMA
116 (0.502 %)CCDA
116 (0.502 %)CCDP
116 (0.502 %)EnCE
125 (0.418 %)MCDBA
125 (0.418 %)MCP
134 (0.335 %)Network+ Certification
134 (0.335 %)A+ Certification
143 (0.251 %)MCITP
143 (0.251 %)CCNP
IT Job Market, Quality Assurance & Compliance CategoryQuality Assurance & Compliance
140 (3.347 %)Data Quality
234 (2.845 %)QA
326 (2.176 %)SLA
415 (1.255 %)Basel II
58 (0.669 %)Solvency II
63 (0.251 %)COBIT
72 (0.167 %)ISO 9001
81 (0.084 %)ISO/IEC 27001
81 (0.084 %)ISO 14001
IT Job Market, System Software CategorySystem Software
19 (0.753 %)VMware ESX
27 (0.586 %)Active Directory
36 (0.502 %)VMware Infrastructure
41 (0.084 %)XenApp
41 (0.084 %)XenServer
41 (0.084 %)XenDesktop
41 (0.084 %)Hyper-V
IT Job Market, Systems Management CategorySystems Management
16 (0.502 %)MOM
16 (0.502 %)SCOM
25 (0.418 %)ZABBIX
25 (0.418 %)Foglight
33 (0.251 %)Legato
42 (0.167 %)Systems Management Server (SMS)
51 (0.084 %)Ionix
51 (0.084 %)Nagios
IT Job Market, Vendors CategoryVendors
1291 (24.35 %)Microsoft
2188 (15.73 %)Oracle
3170 (14.23 %)Business Objects
482 (6.862 %)SAP
562 (5.188 %)Google
647 (3.933 %)JBoss
745 (3.766 %)Cognos
829 (2.427 %)IBM
918 (1.506 %)Cisco
1017 (1.423 %)Informatica
1115 (1.255 %)i2
1115 (1.255 %)VMware
1213 (1.088 %)Juniper
1312 (1.004 %)Hyperion
1411 (0.921 %)Ab Initio
159 (0.753 %)Omniture
159 (0.753 %)Yahoo!
168 (0.669 %)Alterian
168 (0.669 %)HP
177 (0.586 %)Red Gate