The first table below looks at the demand for Data Mining skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 1 August 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 for the England region.

Location
3 months to
1 Aug 2014
Same period 2013 Same period 2012
Data Mining
Rank 385 401 427
Rank change year-on-year
+16 +26
Permanent jobs citing Data Mining 702 573 556
As % of all permanent IT jobs located in England 0.64% 0.56% 0.50%
As % of the Database & Business Intelligence category 2.07% 1.81% 1.61%
Number of salaries quoted 579 457 469
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £80,000 £74,250 £67,500
UK excluding London average salary £40,750 £45,000 £41,750
% change year-on-year
-9.44% +7.78%
Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
33835 31608 34539
As % of all permanent IT jobs located in England 31.08% 31.16% 31.14%
Number of salaries quoted 29162 27573 30660
Average salary £45,000 £43,125 £42,500
Average salary % change year-on-year
+4.34% +1.47%
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
UK

Data Mining
Jobs Demand Trend in England

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

Data Mining Jobs Demand Trend in England

Data Mining
Salary Trend in England

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

Data Mining Salary Trend in England

Data Mining
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Mining across the England region over the 3 months to 1 August 2014.

Data Mining Salary Histogram in England

Data Mining
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the England region over the 3 months to 1 August 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
London +32 398 £60,000 +20.00% 45
East of England +45 85 £40,000 +19.40% 5
South East -50 77 £50,000 +21.95% 11
North West +11 52 £37,500 -30.55% 12
West Midlands +12 31 £40,000 -
East Midlands -6 21 £40,000 -21.18% 3
South West -10 21 £38,750 -13.88% 2
Yorkshire -47 12 £45,000 +21.62% 4
North East - 2 - - 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 1 August 2014, IT jobs across the England region 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.

1 804 (54.21%) SQL
2 484 (32.64%) Analytics
3 460 (31.02%) Finance
4 449 (30.28%) Business Intelligence
5 419 (28.25%) Degree
6 356 (24.01%) SQL Server
7 352 (23.74%) Data Warehouse
8 342 (23.06%) Java
9 299 (20.16%) ETL
10 296 (19.96%) MS Excel
11 292 (19.69%) Data Analysis
12 274 (18.48%) SAS
13 270 (18.21%) Big Data
14 268 (18.07%) Microsoft
15 235 (15.85%) Python
16 233 (15.71%) Mathematics
17 227 (15.31%) Statistics
18 224 (15.10%) SQL Server Integration Services
19 220 (14.83%) Computer Science
20 219 (14.77%) Relational Database
21 211 (14.23%) Hadoop
22 210 (14.16%) SQL Server Reporting Services
23 206 (13.89%) Oracle
24 195 (13.15%) Retail
25 194 (13.08%) SQL Server Analysis Services
26 193 (13.01%) R
27 184 (12.41%) CRM
28 180 (12.14%) Data Modelling
29 176 (11.87%) SPSS
30 170 (11.46%) Visualisation

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 1 August 2014, IT jobs across the England region 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
1 274 (18.48%) SAS
2 54 (3.64%) Apache Pig
3 40 (2.70%) Apache Solr
4 37 (2.49%) WebSphere
5 34 (2.29%) SharePoint
6 26 (1.75%) WebLogic
6 26 (1.75%) Tomcat
7 23 (1.55%) Apache
7 23 (1.55%) GlassFish
8 22 (1.48%) BizTalk Server
9 21 (1.42%) Tornado
10 10 (0.67%) Oracle Workflow
11 9 (0.61%) CMS
11 9 (0.61%) SharePoint Server
12 8 (0.54%) Node.js
12 8 (0.54%) TIBCO EMS
12 8 (0.54%) IIS
13 7 (0.47%) SharePoint 2010
14 5 (0.34%) SharePoint 2013
14 5 (0.34%) IBM Notes
Applications
1 296 (19.96%) MS Excel
2 176 (11.87%) SPSS
3 74 (4.99%) MS Office
4 41 (2.76%) Spreadsheet
5 32 (2.16%) CPLEX
6 25 (1.69%) MS Visio
7 23 (1.55%) MS PowerPoint
8 18 (1.21%) FastStats
9 7 (0.47%) MS Project
10 4 (0.27%) PowerPivot
10 4 (0.27%) Mathematica
11 2 (0.13%) Stata
12 1 (0.067%) S-PLUS
12 1 (0.067%) Weka
Business Applications
1 26 (1.75%) Google Analytics
2 16 (1.08%) Dynamics CRM
3 11 (0.74%) Dynamics NAV
4 7 (0.47%) SAP Business One
5 6 (0.40%) Cognos TM1
6 5 (0.34%) Oracle EBS
6 5 (0.34%) HFM
6 5 (0.34%) Eagle PACE
7 4 (0.27%) Markit EDM
7 4 (0.27%) SAP InfiniteInsight
7 4 (0.27%) Line 500
8 3 (0.20%) Oracle Financials
8 3 (0.20%) Hyperion Planning
8 3 (0.20%) Sage 200
9 2 (0.13%) SiteCatalyst
9 2 (0.13%) SAP BPC
9 2 (0.13%) Oracle General Ledger
9 2 (0.13%) Oracle EBS R12
9 2 (0.13%) Magento
9 2 (0.13%) Eagle STAR
Cloud Services
1 45 (3.03%) SaaS
2 36 (2.43%) Cloud Computing
3 21 (1.42%) Amazon AWS
4 14 (0.94%) Amazon EMR
5 13 (0.88%) Amazon EC2
6 3 (0.20%) Amazon S3
6 3 (0.20%) Office 365
7 2 (0.13%) Microsoft Azure
8 1 (0.067%) ElastiCache
8 1 (0.067%) Trello
8 1 (0.067%) Amazon SQS
8 1 (0.067%) Google Apps
Communications & Networking
1 41 (2.76%) Internet
2 16 (1.08%) Broadband
3 12 (0.81%) Wireless
4 10 (0.67%) Network Security
5 8 (0.54%) ATM
5 8 (0.54%) HTTP
5 8 (0.54%) TCP/IP
6 6 (0.40%) SAN
6 6 (0.40%) WAN
7 5 (0.34%) Firewall
7 5 (0.34%) LAN
8 4 (0.27%) VoIP
8 4 (0.27%) FTP
9 3 (0.20%) Wi-Fi
9 3 (0.20%) DNS
9 3 (0.20%) SMTP
9 3 (0.20%) VPN
9 3 (0.20%) 3G
9 3 (0.20%) DMVPN
10 2 (0.13%) Intranet
Database & Business Intelligence
1 356 (24.01%) SQL Server
2 352 (23.74%) Data Warehouse
3 270 (18.21%) Big Data
4 224 (15.10%) SQL Server Integration Services
5 219 (14.77%) Relational Database
6 211 (14.23%) Hadoop
7 210 (14.16%) SQL Server Reporting Services
8 194 (13.08%) SQL Server Analysis Services
9 109 (7.35%) SQL Server 2008
10 107 (7.22%) OLAP
11 97 (6.54%) MySQL
12 93 (6.27%) NoSQL
13 73 (4.92%) MongoDB
13 73 (4.92%) QlikView
14 64 (4.32%) Apache Hive
15 52 (3.51%) RDBMS
16 51 (3.44%) SQL Server 2005
17 39 (2.63%) Oracle Database
18 37 (2.49%) Text Mining
19 35 (2.36%) MS Access
Development Applications
1 48 (3.24%) Subversion
2 33 (2.23%) Eclipse
2 33 (2.23%) Maven
3 32 (2.16%) JUnit
4 30 (2.02%) Ant
5 23 (1.55%) Gradle
6 19 (1.28%) Oracle Forms
7 18 (1.21%) Team Foundation Server
7 18 (1.21%) Git (software)
8 17 (1.15%) NetBeans
9 15 (1.01%) Visual Studio
10 11 (0.74%) Talend Open Studio
11 10 (0.67%) ClearCase
11 10 (0.67%) CruiseControl
12 9 (0.61%) Hudson
13 8 (0.54%) JIRA
14 6 (0.40%) SpecFlow
14 6 (0.40%) MSTest
14 6 (0.40%) Cucumber
15 5 (0.34%) Oracle APEX
General
1 460 (31.02%) Finance
2 195 (13.15%) Retail
3 170 (11.46%) Marketing
4 144 (9.71%) Banking
5 93 (6.27%) Telecoms
6 83 (5.60%) Advertising
7 67 (4.52%) Investment Banking
8 36 (2.43%) Front Office
8 36 (2.43%) Pharmaceutical
9 30 (2.02%) Games
9 30 (2.02%) Legal
10 25 (1.69%) Back Office
11 21 (1.42%) Financial Institution
11 21 (1.42%) Publishing
12 20 (1.35%) Manufacturing
12 20 (1.35%) Automotive
13 16 (1.08%) Law
14 14 (0.94%) Billing
15 13 (0.88%) German Language
16 9 (0.61%) French Language
Job Titles
1 476 (32.10%) Analyst
2 302 (20.36%) Developer
3 167 (11.26%) Data Scientist
4 164 (11.06%) Data Analyst
5 147 (9.91%) Business Analyst
6 144 (9.71%) Architect
7 118 (7.96%) Consultant
8 64 (4.32%) Senior Analyst
9 58 (3.91%) Business Intelligence Developer
10 53 (3.57%) Senior Developer
11 52 (3.51%) Python Developer
12 48 (3.24%) Systems Analyst
13 44 (2.97%) Data Architect
13 44 (2.97%) Solutions Architect
14 40 (2.70%) Insight Analyst
15 39 (2.63%) Java Developer
16 38 (2.56%) Software Engineer
17 36 (2.43%) Business Consultant
18 35 (2.36%) Support Analyst
18 35 (2.36%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 123 (8.29%) .NET
2 119 (8.02%) XML
3 77 (5.19%) HTML
4 70 (4.72%) MapReduce
5 50 (3.37%) jQuery
5 50 (3.37%) ASP.NET
6 46 (3.10%) MDX
6 46 (3.10%) Spring
7 42 (2.83%) Servlets
7 42 (2.83%) Natural Language Processing
8 41 (2.76%) Web Services
9 40 (2.70%) JSP
10 39 (2.63%) REST
11 35 (2.36%) SOAP
11 35 (2.36%) Hibernate
12 34 (2.29%) JMS
12 34 (2.29%) CSS
12 34 (2.29%) Django
13 33 (2.23%) J2EE
14 29 (1.96%) Lucene
Miscellaneous
1 233 (15.71%) Mathematics
2 227 (15.31%) Statistics
3 220 (14.83%) Computer Science
4 170 (11.46%) Visualisation
5 87 (5.87%) Management Information System
6 68 (4.59%) Economics
7 59 (3.98%) Artificial Intelligence
8 55 (3.71%) Neural Network
9 42 (2.83%) Open Source
10 41 (2.76%) Physics
11 36 (2.43%) Applied Mathematics
12 32 (2.16%) Digital Media
13 31 (2.09%) Derivative
14 29 (1.96%) Data Integration
15 26 (1.75%) Enterprise Software
16 23 (1.55%) Credit Risk
17 21 (1.42%) Foreign Exchange (FX)
18 20 (1.35%) Smartphone
18 20 (1.35%) Equities
19 19 (1.28%) Taxonomies
Operating Systems
1 101 (6.81%) Linux
2 85 (5.73%) UNIX
3 63 (4.25%) Windows
4 15 (1.01%) Apple iOS
5 12 (0.81%) Windows Server 2008
6 10 (0.67%) Android
7 7 (0.47%) Windows Server 2003
8 5 (0.34%) Windows 7
9 3 (0.20%) Windows 8
9 3 (0.20%) Windows Server 2012
10 2 (0.13%) NetWare
10 2 (0.13%) Windows XP
10 2 (0.13%) SUSE
Processes & Methodologies
1 484 (32.64%) Analytics
2 449 (30.28%) Business Intelligence
3 299 (20.16%) ETL
4 292 (19.69%) Data Analysis
5 184 (12.41%) CRM
6 180 (12.14%) Data Modelling
7 128 (8.63%) Project Management
8 127 (8.56%) Data Management
9 103 (6.95%) Predictive Modelling
10 101 (6.81%) Performance Tuning
11 95 (6.41%) Business Analysis
12 93 (6.27%) Agile Software Development
13 89 (6.00%) Software Engineering
14 86 (5.80%) Machine Learning
15 84 (5.66%) E-Commerce
16 73 (4.92%) Statistical Analysis
17 72 (4.86%) OO
18 68 (4.59%) Dimensional Modelling
19 64 (4.32%) UML
20 59 (3.98%) ITIL
Programming Languages
1 804 (54.21%) SQL
2 342 (23.06%) Java
3 235 (15.85%) Python
4 193 (13.01%) R
5 159 (10.72%) T-SQL
6 137 (9.24%) C#
7 135 (9.10%) C++
8 127 (8.56%) VBA
9 93 (6.27%) MATLAB
10 75 (5.06%) VB
11 70 (4.72%) PL/SQL
12 69 (4.65%) JavaScript
13 50 (3.37%) PHP
14 48 (3.24%) Perl
15 34 (2.29%) Scala
16 29 (1.96%) Clojure
16 29 (1.96%) VBScript
16 29 (1.96%) C
17 28 (1.89%) Shell Script
18 27 (1.82%) Data Mining Extensions (DMX)
Qualifications
1 419 (28.25%) Degree
2 113 (7.62%) PhD
3 44 (2.97%) Security Cleared
4 35 (2.36%) SC Cleared
5 21 (1.42%) Microsoft Certification
6 11 (0.74%) CISSP
7 9 (0.61%) Cisco Certification
7 9 (0.61%) CCNP
7 9 (0.61%) CCNA
7 9 (0.61%) PRINCE2 Certification
8 8 (0.54%) ISEB
9 5 (0.34%) MCSE
9 5 (0.34%) MCITP
9 5 (0.34%) MCTS
10 4 (0.27%) CCIA
10 4 (0.27%) Citrix Certification
10 4 (0.27%) MCSA
11 3 (0.20%) ITIL Certification
11 3 (0.20%) PMP
11 3 (0.20%) PMI Certification
Quality Assurance & Compliance
1 57 (3.84%) QA
2 31 (2.09%) Data Quality
3 21 (1.42%) SLA
4 17 (1.15%) ISO/IEC 27001
5 9 (0.61%) Basel II
6 6 (0.40%) ISO 9001
7 4 (0.27%) PCI DSS
7 4 (0.27%) GCP
7 4 (0.27%) GMP
7 4 (0.27%) GLP
8 3 (0.20%) ISO 9000
8 3 (0.20%) CDISC
8 3 (0.20%) COBIT
9 2 (0.13%) Basel III
9 2 (0.13%) CRD IV
System Software
1 30 (2.02%) Active Directory
2 10 (0.67%) Apache Flume
3 9 (0.61%) HDFS
4 4 (0.27%) XenApp
4 4 (0.27%) XenServer
4 4 (0.27%) XenDesktop
4 4 (0.27%) Hyper-V
4 4 (0.27%) VMware Infrastructure
4 4 (0.27%) Microsoft App-V
5 3 (0.20%) Oracle RAC
6 2 (0.13%) VirtualBox
6 2 (0.13%) Novell eDirectory
Systems Management
1 10 (0.67%) Opscode Chef
2 4 (0.27%) Nagios
3 2 (0.13%) HP SIM
3 2 (0.13%) Systems Management Server (SMS)
3 2 (0.13%) ARCserve
3 2 (0.13%) ZENworks
3 2 (0.13%) Vagrant
4 1 (0.067%) Oracle EDQ
4 1 (0.067%) Control-M
Vendors
1 268 (18.07%) Microsoft
2 206 (13.89%) Oracle
3 99 (6.68%) Business Objects
4 74 (4.99%) Tableau
5 65 (4.38%) SAP
6 38 (2.56%) Google
7 34 (2.29%) Cognos
8 30 (2.02%) Informatica
9 26 (1.75%) JBoss
10 22 (1.48%) Sybase
11 21 (1.42%) Salesforce.com
12 19 (1.28%) IBM
12 19 (1.28%) MicroStrategy
13 18 (1.21%) Teradata
14 17 (1.15%) Jaspersoft
15 14 (0.94%) Alterian
16 11 (0.74%) Talend
17 10 (0.67%) Facebook
17 10 (0.67%) TIBCO
17 10 (0.67%) Siebel
London
Arrows Group
Salary: £30000 - £45000 per annum
Posted: 48 minutes ago
Oxford, Oxfordshire
Oho Group Ltd.
Salary: £50000 to £100000 per annum - Excellent Benefits
Posted: 2 hours ago
London
Eaglecliff
Salary: From £50,000 to £60,000 per annum + Benefits
Posted: 3 hours ago
London
Verticality Ltd
Salary: £30000 to £45000 per annum
Posted: Yesterday
London
Hofmann Recruitment
Salary: From £40,000 to £80,000 per annum
Posted: Yesterday
Manchester, Lancashire
Circle Recruitment
Salary: £25000 - £30000 per annum + Benefits
Posted: Yesterday
Middlesex
Parallel Consulting
Salary: £68000 - £75000 per annum + Pension, Bonus, Health and Life
Posted: Yesterday
Manchester, Lancashire
boohoo.com
Posted: Yesterday
Bromley, Kent
SmartSourcing plc
Posted: Yesterday
London
Coal IT Services
Salary: Up to £70,000 per annum
Posted: Yesterday
London
Coal IT Services
Salary: From £40,000 to £50,000 per annum
Posted: Yesterday
City, London
Nicoll Curtin
Salary: £75000 - £80000 per annum + benefits
Posted: Yesterday
City, London
Nicoll Curtin
Salary: £40000 - £45000 per annum + benefits
Posted: Yesterday
Southampton, Hampshire
B&Q
Salary: From £25,000 to £30,000 per annum Pension, Bonus, BUPA, ShareSave, 6.6
Posted: 2 days ago
London
Exposed Solutions
Salary: £50000 to £70000 per annum
Posted: 2 days ago
Kent
Salt
Salary: £45000 - £60000 per annum + Benefits
Posted: 2 days ago
Hatfield, Hertfordshire
Ocado
Posted: 3 days ago
London
Ashdown IT
Salary: £60000 - £65000 per annum + Bonus & Benefits
Posted: 3 days ago
Salford, Lancashire
Asset Resourcing Ltd
Salary: £28000 - £38000 per annum + bens
Posted: 3 days ago
London
Exposed Solutions
Salary: £50000 to £70000 per annum - Excellent Benefits & Bonus
Posted: 3 days ago