The first 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 28 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Database & Business Intelligence category.

Location
3 months to
28 Jul 2014
Same period 2013 Same period 2012
Data Mining
Rank 387 408 439
Rank change year-on-year
+21 +31
Permanent jobs citing Data Mining 759 598 567
As % of all permanent IT jobs located in the UK 0.65% 0.55% 0.48%
As % of the Database & Business Intelligence category 2.09% 1.76% 1.55%
Number of salaries quoted 634 469 482
Average salary £50,000 £50,000 £45,000
Average salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £80,000 £75,000 £67,500
UK excluding London average salary £42,500 £45,000 £42,000
% change year-on-year
-5.55% +7.14%
Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
36343 33959 36561
As % of all permanent IT jobs located in the UK 31.04% 31.22% 30.98%
Number of salaries quoted 31058 29295 32223
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London average salary £40,000 £39,000 £38,000
% change year-on-year
+2.56% +2.63%

Data Mining
Jobs Demand Trend

This 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 Jobs Demand Trend in the UK

Data Mining
Salary Trend

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

Data Mining Salary Trend in the UK

Data Mining
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Mining over the 3 months to 28 July 2014 within the UK.

Data Mining Salary Histogram in the UK

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 28 July 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +30 715 £50,000 +5.26% 81
London +15 411 £60,000 +20.00% 43
City of London +31 119 £65,000 +8.33% 17
East of England +47 87 £40,000 +14.28% 5
South East -21 79 £50,000 +21.95% 10
North West +14 48 £37,250 -31.01% 11
Berkshire +14 35 £50,000 -13.04% 2
Manchester -9 35 £33,000 -38.88% 4
Hertfordshire - 32 £40,000 - 3
West Midlands -7 31 £40,000 +1.91% 1
Cambridgeshire +17 30 £37,500 -7.97% 2
Essex +12 24 £40,000 -
Cambridge +12 22 £37,500 -10.71% 2
Reading +4 21 £33,750 -15.62%
East Midlands +3 21 £40,000 -21.18% 3
South West -3 21 £38,750 -13.88% 3
Scotland -18 17 £35,000 -36.36%
Glasgow -4 16 £35,000 -26.31%
Surrey -6 16 £42,500 -15.00% 5
Colchester +3 14 £45,000 -
Wiltshire - 14 £35,000 -
Nottinghamshire +10 12 £40,000 -10.11% 1
Yorkshire -56 12 £45,000 +28.57% 4
Cheshunt - 12 £50,000 -
Swindon - 12 £35,000 -
Birmingham -2 10 £40,000 -11.11%
Basildon - 10 £37,500 -
Nottingham +7 9 £43,750 -1.68% 1
Warwickshire +10 8 £51,250 +50.73%
Northamptonshire -12 8 £51,250 -10.86% 1

Data Mining
Top 30 Related IT Skills

For the 6 months to 28 July 2014, 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.

1 808 (52.16%) SQL
2 499 (32.21%) Analytics
3 495 (31.96%) Finance
4 465 (30.02%) Business Intelligence
5 428 (27.63%) Degree
6 364 (23.50%) Data Warehouse
7 360 (23.24%) Java
8 356 (22.98%) SQL Server
9 307 (19.82%) ETL
10 304 (19.63%) MS Excel
11 298 (19.24%) Data Analysis
12 290 (18.72%) SAS
12 290 (18.72%) Big Data
13 274 (17.69%) Microsoft
14 238 (15.36%) Python
15 235 (15.17%) Mathematics
16 230 (14.85%) Statistics
17 226 (14.59%) SQL Server Integration Services
18 224 (14.46%) Computer Science
19 222 (14.33%) Hadoop
20 217 (14.01%) Relational Database
21 216 (13.94%) Oracle
22 213 (13.75%) R
23 207 (13.36%) SQL Server Reporting Services
24 199 (12.85%) Retail
25 195 (12.59%) SQL Server Analysis Services
26 187 (12.07%) CRM
27 186 (12.01%) Data Modelling
28 182 (11.75%) SPSS
29 178 (11.49%) Marketing

Data Mining
Top Related IT Skills by Category

For the 6 months to 28 July 2014, 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.

Application Platforms
1 290 (18.72%) SAS
2 53 (3.42%) Apache Pig
3 40 (2.58%) Apache Solr
4 36 (2.32%) SharePoint
4 36 (2.32%) WebSphere
5 27 (1.74%) Tomcat
6 25 (1.61%) Apache
7 24 (1.55%) WebLogic
7 24 (1.55%) BizTalk Server
8 22 (1.42%) Tornado
9 21 (1.36%) GlassFish
10 10 (0.65%) Oracle Workflow
11 9 (0.58%) SharePoint Server
11 9 (0.58%) CMS
12 8 (0.52%) IIS
12 8 (0.52%) Node.js
12 8 (0.52%) TIBCO EMS
13 7 (0.45%) SharePoint 2010
14 5 (0.32%) SharePoint 2013
14 5 (0.32%) IBM Notes
Applications
1 304 (19.63%) MS Excel
2 182 (11.75%) SPSS
3 94 (6.07%) MS Office
4 46 (2.97%) MS Visio
5 36 (2.32%) Spreadsheet
6 34 (2.19%) CPLEX
7 30 (1.94%) MS PowerPoint
8 18 (1.16%) FastStats
9 13 (0.84%) MS Project
10 6 (0.39%) PowerPivot
11 4 (0.26%) Mathematica
12 2 (0.13%) Stata
13 1 (0.065%) Weka
13 1 (0.065%) S-PLUS
Business Applications
1 22 (1.42%) Google Analytics
2 18 (1.16%) Dynamics CRM
3 11 (0.71%) Dynamics NAV
3 11 (0.71%) Oracle EBS
3 11 (0.71%) HFM
4 9 (0.58%) Hyperion Planning
5 6 (0.39%) Cognos TM1
5 6 (0.39%) SAP Business One
6 5 (0.32%) Eagle PACE
7 4 (0.26%) Oracle Financials
7 4 (0.26%) Markit EDM
7 4 (0.26%) Line 500
7 4 (0.26%) SAP InfiniteInsight
8 3 (0.19%) Sage 200
9 2 (0.13%) Summit
9 2 (0.13%) Oracle CRM
9 2 (0.13%) SiteCatalyst
9 2 (0.13%) SAP BPC
9 2 (0.13%) Oracle EBS R12
9 2 (0.13%) Magento
Cloud Services
1 43 (2.78%) SaaS
2 37 (2.39%) Cloud Computing
3 21 (1.36%) Amazon AWS
4 14 (0.90%) Amazon EMR
5 13 (0.84%) Amazon EC2
6 3 (0.19%) Amazon S3
6 3 (0.19%) Office 365
7 2 (0.13%) Microsoft Azure
8 1 (0.065%) ElastiCache
8 1 (0.065%) Trello
8 1 (0.065%) Google Apps
8 1 (0.065%) Amazon SQS
Communications & Networking
1 41 (2.65%) Internet
2 17 (1.10%) Broadband
3 11 (0.71%) Wireless
4 10 (0.65%) Network Security
5 9 (0.58%) TCP/IP
5 9 (0.58%) WAN
6 8 (0.52%) HTTP
6 8 (0.52%) ATM
7 7 (0.45%) VPN
8 6 (0.39%) Firewall
8 6 (0.39%) SAN
9 5 (0.32%) LAN
10 4 (0.26%) VoIP
10 4 (0.26%) FTP
10 4 (0.26%) DNS
10 4 (0.26%) ADSL
10 4 (0.26%) NFC
11 3 (0.19%) DMVPN
11 3 (0.19%) 3G
11 3 (0.19%) SMTP
Database & Business Intelligence
1 364 (23.50%) Data Warehouse
2 356 (22.98%) SQL Server
3 290 (18.72%) Big Data
4 226 (14.59%) SQL Server Integration Services
5 222 (14.33%) Hadoop
6 217 (14.01%) Relational Database
7 207 (13.36%) SQL Server Reporting Services
8 195 (12.59%) SQL Server Analysis Services
9 118 (7.62%) OLAP
10 111 (7.17%) SQL Server 2008
11 96 (6.20%) MySQL
12 91 (5.87%) NoSQL
13 78 (5.04%) QlikView
14 74 (4.78%) MongoDB
15 64 (4.13%) Apache Hive
16 52 (3.36%) SQL Server 2005
17 51 (3.29%) RDBMS
18 48 (3.10%) Oracle Database
19 37 (2.39%) Text Mining
19 37 (2.39%) MS Access
Development Applications
1 48 (3.10%) Subversion
2 32 (2.07%) JUnit
2 32 (2.07%) Eclipse
3 31 (2.00%) Maven
4 28 (1.81%) Ant
5 21 (1.36%) Gradle
6 19 (1.23%) Oracle Forms
7 18 (1.16%) Git (software)
8 17 (1.10%) Team Foundation Server
8 17 (1.10%) Visual Studio
9 16 (1.03%) NetBeans
10 11 (0.71%) Talend Open Studio
11 10 (0.65%) CruiseControl
11 10 (0.65%) ClearCase
12 9 (0.58%) Hudson
13 8 (0.52%) JIRA
14 6 (0.39%) Cucumber
14 6 (0.39%) SpecFlow
14 6 (0.39%) MSTest
14 6 (0.39%) Oracle APEX
General
1 495 (31.96%) Finance
2 199 (12.85%) Retail
3 178 (11.49%) Marketing
4 148 (9.55%) Banking
5 101 (6.52%) Telecoms
6 99 (6.39%) Advertising
7 67 (4.33%) Investment Banking
8 38 (2.45%) Pharmaceutical
9 35 (2.26%) Front Office
10 31 (2.00%) Legal
11 30 (1.94%) Financial Institution
12 29 (1.87%) Games
13 24 (1.55%) Back Office
14 21 (1.36%) Manufacturing
14 21 (1.36%) Publishing
15 20 (1.29%) Automotive
16 16 (1.03%) Law
17 14 (0.90%) German Language
18 13 (0.84%) Billing
19 9 (0.58%) French Language
Job Titles
1 490 (31.63%) Analyst
2 304 (19.63%) Developer
3 181 (11.68%) Data Scientist
4 159 (10.26%) Data Analyst
5 158 (10.20%) Business Analyst
6 144 (9.30%) Architect
7 130 (8.39%) Consultant
8 66 (4.26%) Senior Analyst
9 59 (3.81%) Systems Analyst
9 59 (3.81%) Business Intelligence Developer
10 55 (3.55%) Senior Developer
11 53 (3.42%) Python Developer
12 43 (2.78%) Data Architect
12 43 (2.78%) Solutions Architect
13 41 (2.65%) Business Intelligence Consultant
14 38 (2.45%) Java Developer
14 38 (2.45%) Business Consultant
14 38 (2.45%) Insight Analyst
15 36 (2.32%) Software Engineer
16 35 (2.26%) Business Developer
Libraries, Frameworks & Software Standards
1 130 (8.39%) .NET
2 123 (7.94%) XML
3 82 (5.29%) HTML
4 70 (4.52%) MapReduce
5 50 (3.23%) ASP.NET
5 50 (3.23%) jQuery
6 46 (2.97%) Spring
6 46 (2.97%) MDX
7 42 (2.71%) Natural Language Processing
8 41 (2.65%) Web Services
8 41 (2.65%) Servlets
9 39 (2.52%) CSS
9 39 (2.52%) JSP
10 38 (2.45%) REST
11 34 (2.19%) SOAP
11 34 (2.19%) Django
12 33 (2.13%) Hibernate
13 32 (2.07%) J2EE
13 32 (2.07%) JMS
14 28 (1.81%) Lucene
Miscellaneous
1 235 (15.17%) Mathematics
2 230 (14.85%) Statistics
3 224 (14.46%) Computer Science
4 175 (11.30%) Visualisation
5 98 (6.33%) Management Information System
6 66 (4.26%) Economics
7 62 (4.00%) Artificial Intelligence
8 60 (3.87%) Neural Network
9 42 (2.71%) Open Source
10 41 (2.65%) Physics
11 39 (2.52%) Data Integration
12 38 (2.45%) Applied Mathematics
13 34 (2.19%) Digital Media
14 32 (2.07%) Credit Risk
15 31 (2.00%) Derivative
16 26 (1.68%) Enterprise Software
17 24 (1.55%) Data Conversion
18 21 (1.36%) Smartphone
18 21 (1.36%) Foreign Exchange (FX)
19 20 (1.29%) Equities
Operating Systems
1 101 (6.52%) Linux
2 86 (5.55%) UNIX
3 62 (4.00%) Windows
4 15 (0.97%) Apple iOS
5 11 (0.71%) Windows Server 2008
6 10 (0.65%) Android
7 7 (0.45%) Windows Server 2003
8 5 (0.32%) Windows 7
9 3 (0.19%) Windows 8
10 2 (0.13%) SUSE
10 2 (0.13%) NetWare
10 2 (0.13%) Windows XP
10 2 (0.13%) Windows Server 2012
Processes & Methodologies
1 499 (32.21%) Analytics
2 465 (30.02%) Business Intelligence
3 307 (19.82%) ETL
4 298 (19.24%) Data Analysis
5 187 (12.07%) CRM
6 186 (12.01%) Data Modelling
7 144 (9.30%) Project Management
8 136 (8.78%) Data Management
9 106 (6.84%) Predictive Modelling
10 101 (6.52%) Performance Tuning
11 97 (6.26%) Business Analysis
12 96 (6.20%) Agile Software Development
13 90 (5.81%) Machine Learning
14 87 (5.62%) Software Engineering
15 79 (5.10%) E-Commerce
16 77 (4.97%) Statistical Analysis
17 71 (4.58%) OO
18 70 (4.52%) Information Management
19 68 (4.39%) Dimensional Modelling
20 66 (4.26%) UML
Programming Languages
1 808 (52.16%) SQL
2 360 (23.24%) Java
3 238 (15.36%) Python
4 213 (13.75%) R
5 163 (10.52%) T-SQL
6 143 (9.23%) C++
7 141 (9.10%) C#
8 131 (8.46%) VBA
9 108 (6.97%) MATLAB
10 75 (4.84%) VB
11 70 (4.52%) PL/SQL
12 69 (4.45%) JavaScript
13 65 (4.20%) PHP
14 49 (3.16%) Perl
15 44 (2.84%) Scala
16 30 (1.94%) VBScript
16 30 (1.94%) C
17 29 (1.87%) Clojure
18 28 (1.81%) Shell Script
19 27 (1.74%) Data Mining Extensions (DMX)
Qualifications
1 428 (27.63%) Degree
2 119 (7.68%) PhD
3 45 (2.91%) Security Cleared
4 36 (2.32%) SC Cleared
5 21 (1.36%) Microsoft Certification
6 11 (0.71%) CISSP
7 10 (0.65%) ISEB
8 9 (0.58%) CCNP
8 9 (0.58%) CCNA
8 9 (0.58%) Cisco Certification
8 9 (0.58%) PRINCE2 Certification
9 5 (0.32%) MCTS
9 5 (0.32%) MCITP
9 5 (0.32%) MCSE
10 4 (0.26%) MCSA
10 4 (0.26%) Citrix Certification
10 4 (0.26%) CCIA
11 3 (0.19%) CITP
11 3 (0.19%) ISTQB
11 3 (0.19%) DV Cleared
Quality Assurance & Compliance
1 57 (3.68%) QA
2 32 (2.07%) Data Quality
3 21 (1.36%) SLA
4 18 (1.16%) ISO/IEC 27001
5 11 (0.71%) Basel II
6 7 (0.45%) ISO 9001
7 4 (0.26%) GCP
7 4 (0.26%) GMP
7 4 (0.26%) GLP
7 4 (0.26%) PCI DSS
8 3 (0.19%) COBIT
8 3 (0.19%) CDISC
8 3 (0.19%) ISO 9000
9 2 (0.13%) Basel III
9 2 (0.13%) Solvency II
9 2 (0.13%) CRD IV
10 1 (0.065%) TickIT
System Software
1 31 (2.00%) Active Directory
2 10 (0.65%) Apache Flume
3 9 (0.58%) HDFS
4 6 (0.39%) VMware Infrastructure
5 4 (0.26%) Microsoft App-V
5 4 (0.26%) XenApp
5 4 (0.26%) XenServer
5 4 (0.26%) XenDesktop
5 4 (0.26%) Hyper-V
5 4 (0.26%) Oracle RAC
6 2 (0.13%) VirtualBox
6 2 (0.13%) Novell eDirectory
Systems Management
1 10 (0.65%) Opscode Chef
2 4 (0.26%) Nagios
3 2 (0.13%) ARCserve
3 2 (0.13%) Systems Management Server (SMS)
3 2 (0.13%) ZENworks
3 2 (0.13%) HP SIM
3 2 (0.13%) Vagrant
4 1 (0.065%) Oracle EDQ
4 1 (0.065%) HP UCMDB
4 1 (0.065%) Control-M
4 1 (0.065%) CA SiteMinder
Vendors
1 274 (17.69%) Microsoft
2 216 (13.94%) Oracle
3 106 (6.84%) Business Objects
4 80 (5.16%) Tableau
5 67 (4.33%) SAP
6 40 (2.58%) Cognos
7 34 (2.19%) Informatica
7 34 (2.19%) Google
8 24 (1.55%) JBoss
9 22 (1.42%) IBM
10 21 (1.36%) MicroStrategy
10 21 (1.36%) Salesforce.com
10 21 (1.36%) Sybase
11 19 (1.23%) Teradata
12 16 (1.03%) Jaspersoft
13 14 (0.90%) Alterian
14 13 (0.84%) Hyperion
15 12 (0.77%) VMware
16 11 (0.71%) Talend
17 10 (0.65%) Ab Initio
London
Exposed Solutions
Salary: £50000 to £70000 per annum - Excellent Benefits & Bonus
Posted: 2 hours ago
City, London
SearchBi
Posted: 5 hours ago
London
Burns Sheehan
Salary: £40000 - £45000 per annum + Bonus + Benefits
Posted: 5 hours ago
Leeds, West Yorkshire
Experis Ltd
Salary: £35000 - £45000 per annum + excellent benefits
Posted: 7 hours ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £100.00 - £160.00 per day
Posted: 10 hours ago
London
Harvey Nash plc
Salary: £55000 - £60000 per annum + Bonus and shares
Posted: 10 hours ago
Newbury, Berkshire
Staffworx Ltd
Salary: From £60,000 to £80,000 per annum to £80K + bens
Posted: 11 hours ago
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £20000 - £25000 per annum + benefits
Posted: Yesterday
London
Harnham
Salary: £55000 - £70000 per annum + comprehensive benefits package
Posted: Yesterday
Croydon, Surrey
Energon Technology
Salary: Up to £55,000 per annum + benefits + bonus
Posted: 2 days ago
London
Roc Search
Salary: £40000 - £56000 per annum + Benefits
Posted: 2 days ago
City, London
Coal IT Services
Salary: From £40,000 to £50,000 per annum + Bonus & Excellent Benefits Package
Posted: 3 days ago
Chesterfield, Derbyshire
Applause IT Innovation
Salary: £28000 - £42000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Interaction Recruitment PLC
Salary: Negotiable for the right qualified candidate
Posted: 3 days ago
City Of Westminster, London
Hawes and Curtis
Salary: up to £45,000
Posted: 3 days ago
Farnham, Surrey
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £35000.00 per annum + Generous Benefits
Posted: 3 days ago
London
Which?
Salary: Up to £35,000 per annum
Posted: 4 days ago
Oxfordshire
Logic Engagements Ltd
Salary: £60000 - £70000 per annum + Benefits
Posted: 4 days ago
London
Monarch Recruitment
Salary: £30000 to £55000 per annum
Posted: 4 days ago
Kingston Upon Thames, Surrey
Unilever
Salary: Competitive
Posted: 4 days ago