The table below looks at the statistics 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 30 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
Data Mining
Rank 372 424 428
Rank change year-on-year
+52 +4
Permanent jobs citing Data Mining 666 538 553
As % of all permanent IT jobs located in England 0.67% 0.56% 0.54%
As % of the Database & Business Intelligence category 2.25% 1.75% 1.62%
Number of salaries quoted 548 435 485
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £30,000 £30,500 £32,150
10% offered a salary of more than £70,000 £80,000 £72,500
UK excluding London average salary £42,500 £38,500 £41,000
% change year-on-year
+10.38% -6.09%
Data Mining
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
29563 30738 34168
As % of all permanent IT jobs located in England 29.92% 32.14% 33.09%
Number of salaries quoted 25610 26270 30651
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

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 30 January 2015.

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 30 January 2015. 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 +14 340 £57,500 -4.16% 77
South East +32 118 £45,000 - 14
Yorkshire +13 57 £35,000 -4.76% 5
East of England -4 53 £45,000 +19.52% 4
West Midlands +6 31 £40,000 +7.02% 3
North West -15 26 £46,250 +42.30% 10
East Midlands +33 23 £45,000 +42.85% 5
South West -16 13 £36,000 +60.00% 8
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 30 January 2015, 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.

1 727 (57.20%) SQL
2 454 (35.72%) Analytical Skills
3 403 (31.71%) Business Intelligence
4 399 (31.39%) Analytics
5 394 (31.00%) SQL Server
6 353 (27.77%) Data Warehouse
7 346 (27.22%) Finance
8 328 (25.81%) Data Analysis
9 311 (24.47%) Degree
10 293 (23.05%) MS Excel
11 259 (20.38%) Oracle
12 246 (19.35%) ETL
13 232 (18.25%) Microsoft
14 223 (17.55%) SAS
15 222 (17.47%) Marketing
16 220 (17.31%) SQL Server Integration Services
17 212 (16.68%) SQL Server Reporting Services
18 211 (16.60%) Big Data
19 186 (14.63%) Python
20 183 (14.40%) SPSS
21 180 (14.16%) R
22 178 (14.00%) Statistics
23 166 (13.06%) Java
24 163 (12.82%) Visualisation
25 162 (12.75%) Data Modelling
26 155 (12.20%) CRM
27 151 (11.88%) SQL Server Analysis Services
28 146 (11.49%) Mathematics
29 143 (11.25%) Hadoop
30 140 (11.01%) Agile Software Development

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 30 January 2015, 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
1 223 (17.55%) SAS
2 57 (4.48%) SharePoint
3 48 (3.78%) Apache Pig
4 32 (2.52%) Oracle Coherence
5 13 (1.02%) WebSphere
5 13 (1.02%) JBoss
5 13 (1.02%) WebLogic
5 13 (1.02%) Apache Spark
6 12 (0.94%) Tomcat
7 10 (0.79%) CMS
8 8 (0.63%) GlassFish
9 7 (0.55%) Node.js
9 7 (0.55%) MS Exchange
10 6 (0.47%) Apache
10 6 (0.47%) Exchange Server 2010
10 6 (0.47%) Exchange Server 2013
10 6 (0.47%) nginx
11 5 (0.39%) IIS
12 4 (0.31%) Elasticsearch
12 4 (0.31%) SharePoint Server
Applications
1 293 (23.05%) MS Excel
2 183 (14.40%) SPSS
3 119 (9.36%) MS Office
4 58 (4.56%) MS Visio
5 50 (3.93%) PowerPivot
6 37 (2.91%) MS PowerPoint
7 28 (2.20%) MS Project
8 23 (1.81%) Spreadsheet
9 18 (1.42%) Stata
10 10 (0.79%) CPLEX
11 6 (0.47%) Photoshop
11 6 (0.47%) FastStats
12 3 (0.24%) Gephi
12 3 (0.24%) Adobe Illustrator
13 2 (0.16%) Mingle
14 1 (0.079%) Weka
Business Applications
1 30 (2.36%) Google Analytics
2 22 (1.73%) Dynamics CRM
3 9 (0.71%) Cognos TM1
4 7 (0.55%) Oracle EBS
5 6 (0.47%) Markit EDM
6 5 (0.39%) SAP InfiniteInsight
7 4 (0.31%) SAP CRM
7 4 (0.31%) Pivotal CRM
7 4 (0.31%) SalesLogix
8 3 (0.24%) Remedy ITSM
8 3 (0.24%) Hyperion Planning
8 3 (0.24%) WebTrends
8 3 (0.24%) HFM
9 2 (0.16%) Agresso
9 2 (0.16%) Oracle 11i
10 1 (0.079%) Changepoint
10 1 (0.079%) SAP Oil and Gas
10 1 (0.079%) Cognos Planning
10 1 (0.079%) SiteCatalyst
10 1 (0.079%) SAP BPC
Cloud Services
1 38 (2.99%) SaaS
2 17 (1.34%) Microsoft Azure
3 15 (1.18%) Amazon AWS
4 13 (1.02%) Cloud Computing
5 8 (0.63%) CloudBees
5 8 (0.63%) Amazon SQS
6 7 (0.55%) Google Cloud Platform
7 3 (0.24%) Amazon EMR
7 3 (0.24%) Trello
8 2 (0.16%) PaaS
8 2 (0.16%) Amazon EC2
8 2 (0.16%) Amazon S3
Communications & Networking
1 19 (1.49%) WAN
1 19 (1.49%) Firewall
2 14 (1.10%) VPN
3 13 (1.02%) LAN
4 12 (0.94%) Intrusion Detection
4 12 (0.94%) Internet
5 11 (0.87%) Cisco ASA
6 10 (0.79%) NetScaler
6 10 (0.79%) Cisco PIX
7 9 (0.71%) Cisco Nexus
8 8 (0.63%) MPLS
8 8 (0.63%) Cisco IOS
9 7 (0.55%) TCP/IP
9 7 (0.55%) Intranet
10 5 (0.39%) SSL
10 5 (0.39%) HTTP
11 4 (0.31%) SMS
11 4 (0.31%) LDAP
11 4 (0.31%) AMQP
12 3 (0.24%) Network Security
Database & Business Intelligence
1 394 (31.00%) SQL Server
2 353 (27.77%) Data Warehouse
3 220 (17.31%) SQL Server Integration Services
4 212 (16.68%) SQL Server Reporting Services
5 211 (16.60%) Big Data
6 151 (11.88%) SQL Server Analysis Services
7 143 (11.25%) Hadoop
8 140 (11.01%) Relational Database
9 96 (7.55%) SQL Server 2008
10 76 (5.98%) OLAP
11 67 (5.27%) SQL Server 2012
12 63 (4.96%) QlikView
13 61 (4.80%) MongoDB
14 59 (4.64%) Oracle Database
15 53 (4.17%) MySQL
16 44 (3.46%) Apache Hive
17 41 (3.23%) NoSQL
17 41 (3.23%) VLDB
18 38 (2.99%) Oracle OLAP
19 36 (2.83%) DB2
Development Applications
1 26 (2.05%) Visual Studio
2 22 (1.73%) Team Foundation Server
3 19 (1.49%) Eclipse
4 17 (1.34%) Subversion
5 15 (1.18%) SQL Server Management Studio (SSMS)
6 12 (0.94%) Oracle Forms
7 8 (0.63%) NetBeans
7 8 (0.63%) Maven
7 8 (0.63%) Ant
7 8 (0.63%) Gradle
8 7 (0.55%) Git (software)
8 7 (0.55%) JUnit
9 6 (0.47%) ProC
9 6 (0.47%) JIRA
10 5 (0.39%) ReSharper
10 5 (0.39%) SoapUI
10 5 (0.39%) Moq
11 4 (0.31%) VSS/SourceSafe
11 4 (0.31%) Talend Open Studio
12 3 (0.24%) Jenkins
General
1 346 (27.22%) Finance
2 222 (17.47%) Marketing
3 132 (10.39%) Retail
4 109 (8.58%) Banking
5 62 (4.88%) Telecoms
6 26 (2.05%) Investment Banking
6 26 (2.05%) Billing
7 24 (1.89%) Legal
7 24 (1.89%) Advertising
8 23 (1.81%) Manufacturing
9 17 (1.34%) Front Office
10 10 (0.79%) Pharmaceutical
11 9 (0.71%) Games
11 9 (0.71%) Financial Institution
12 7 (0.55%) Automotive
13 6 (0.47%) Law
13 6 (0.47%) Publishing
13 6 (0.47%) French Language
14 5 (0.39%) Local Government
14 5 (0.39%) Back Office
Job Titles
1 498 (39.18%) Analyst
2 252 (19.83%) Developer
3 155 (12.20%) Data Analyst
4 125 (9.83%) Business Analyst
5 108 (8.50%) Data Scientist
6 107 (8.42%) Consultant
7 92 (7.24%) Business Intelligence Developer
8 65 (5.11%) Architect
9 50 (3.93%) Business Intelligence Analyst
10 48 (3.78%) Insight Analyst
11 43 (3.38%) Senior Analyst
12 41 (3.23%) Business Intelligence Consultant
13 38 (2.99%) Support Analyst
14 36 (2.83%) Marketing Analyst
15 35 (2.75%) Administrator
16 33 (2.60%) DBA
17 31 (2.44%) Data Modeller
17 31 (2.44%) Technical Analyst
18 29 (2.28%) MI Analyst
19 28 (2.20%) Data Consultant
Libraries, Frameworks & Software Standards
1 99 (7.79%) .NET
2 69 (5.43%) XML
3 34 (2.68%) HTML
4 31 (2.44%) Web Services
5 26 (2.05%) ASP.NET
5 26 (2.05%) .NET Framework
5 26 (2.05%) MDX
6 21 (1.65%) CSS
7 20 (1.57%) Spring
8 18 (1.42%) jQuery
9 17 (1.34%) JSP
10 15 (1.18%) Servlets
11 13 (1.02%) LAMP
11 13 (1.02%) Pandas
12 12 (0.94%) JMS
12 12 (0.94%) HTML5
13 11 (0.87%) RESTful
13 11 (0.87%) Middleware
14 10 (0.79%) REST
15 9 (0.71%) J2EE
Miscellaneous
1 454 (35.72%) Analytical Skills
2 178 (14.00%) Statistics
3 163 (12.82%) Visualisation
4 146 (11.49%) Mathematics
5 126 (9.91%) Computer Science
6 106 (8.34%) Algorithms
7 84 (6.61%) Management Information System
8 55 (4.33%) Neural Network
9 51 (4.01%) User Experience
10 41 (3.23%) Data Structures
11 38 (2.99%) Open Source
12 35 (2.75%) Economics
13 33 (2.60%) Artificial Intelligence
14 30 (2.36%) Data Extraction
15 27 (2.12%) Physics
15 27 (2.12%) Data Integration
16 23 (1.81%) Social Media
17 20 (1.57%) Clustering
17 20 (1.57%) Enterprise Software
18 18 (1.42%) Data Conversion
Operating Systems
1 102 (8.03%) Windows
2 64 (5.04%) Linux
3 55 (4.33%) UNIX
4 17 (1.34%) Windows Server 2008
5 13 (1.02%) Apple iOS
6 12 (0.94%) Ubuntu
7 11 (0.87%) Windows Server 2012
8 9 (0.71%) Windows Server 2003
9 7 (0.55%) Android
10 6 (0.47%) Windows 7
11 4 (0.31%) Red Hat Enterprise Linux
12 3 (0.24%) CentOS
13 1 (0.079%) Windows XP
Processes & Methodologies
1 403 (31.71%) Business Intelligence
2 399 (31.39%) Analytics
3 328 (25.81%) Data Analysis
4 246 (19.35%) ETL
5 162 (12.75%) Data Modelling
6 155 (12.20%) CRM
7 140 (11.01%) Agile Software Development
8 116 (9.13%) Project Management
9 98 (7.71%) Statistical Modelling
10 96 (7.55%) Predictive Modelling
11 94 (7.40%) ITIL
11 94 (7.40%) E-Commerce
12 85 (6.69%) Machine Learning
13 68 (5.35%) Business Analysis
14 67 (5.27%) Data Management
15 63 (4.96%) Data Architecture
16 62 (4.88%) Kimball Methodology
17 59 (4.64%) Service Management
18 55 (4.33%) Data Cleansing
18 55 (4.33%) Statistical Analysis
Programming Languages
1 727 (57.20%) SQL
2 186 (14.63%) Python
3 180 (14.16%) R
4 166 (13.06%) Java
5 138 (10.86%) T-SQL
6 136 (10.70%) C#
7 86 (6.77%) VBA
8 76 (5.98%) C++
9 74 (5.82%) PL/SQL
10 55 (4.33%) JavaScript
11 54 (4.25%) Ruby
11 54 (4.25%) MATLAB
12 44 (3.46%) VB
13 36 (2.83%) Scala
14 27 (2.12%) PHP
14 27 (2.12%) VB.NET
15 21 (1.65%) C
16 13 (1.02%) F#
17 11 (0.87%) Clojure
17 11 (0.87%) Perl
Qualifications
1 311 (24.47%) Degree
2 71 (5.59%) PhD
3 19 (1.49%) ISEB
4 17 (1.34%) Microsoft Certification
5 14 (1.10%) Security Cleared
6 13 (1.02%) MCITP
7 12 (0.94%) MCP
7 12 (0.94%) NVQ Level 3
8 11 (0.87%) MCSD
8 11 (0.87%) MCDBA
9 10 (0.79%) ISTQB Foundation Certification
9 10 (0.79%) Cisco Certification
9 10 (0.79%) CCNP
9 10 (0.79%) ISTQB
10 9 (0.71%) SC Cleared
11 8 (0.63%) CCIE
11 8 (0.63%) CCNA
12 7 (0.55%) ITIL Certification
13 4 (0.31%) VMware Certified Professional (VCP)
13 4 (0.31%) MCSA
Quality Assurance & Compliance
1 33 (2.60%) QA
2 20 (1.57%) ISO 9001
3 16 (1.26%) SLA
4 14 (1.10%) Basel II
5 7 (0.55%) Solvency II
5 7 (0.55%) Data Quality
6 5 (0.39%) ISO/IEC 27001
7 4 (0.31%) Dodd-Frank
7 4 (0.31%) PCI DSS
8 3 (0.24%) Basel III
8 3 (0.24%) Sarbanes-Oxley
8 3 (0.24%) EMIR
9 1 (0.079%) MiFID
9 1 (0.079%) COBIT
9 1 (0.079%) GAAP
System Software
1 12 (0.94%) Snort
2 11 (0.87%) Active Directory
2 11 (0.87%) HDFS
3 10 (0.79%) Hyper-V
3 10 (0.79%) Oracle RAC
4 9 (0.71%) Firmware
5 8 (0.63%) VMware Infrastructure
6 6 (0.47%) vSphere
7 5 (0.39%) Apache Flume
8 4 (0.31%) XenServer
9 3 (0.24%) vCloud
10 2 (0.16%) VirtualBox
10 2 (0.16%) Sendmail
10 2 (0.16%) XenApp
11 1 (0.079%) UAG
11 1 (0.079%) XenDesktop
11 1 (0.079%) EMC RecoverPoint
11 1 (0.079%) Microsoft App-V
11 1 (0.079%) Docker
Systems Management
1 7 (0.55%) SCCM
2 6 (0.47%) SCOM
3 5 (0.39%) Puppet
4 4 (0.31%) Vagrant
5 3 (0.24%) Cacti
5 3 (0.24%) Opscode Chef
5 3 (0.24%) Nagios
5 3 (0.24%) Control-M
5 3 (0.24%) Ansible
6 2 (0.16%) MIMEsweeper
6 2 (0.16%) MAILsweeper
7 1 (0.079%) EMC NetWorker
Vendors
1 259 (20.38%) Oracle
2 232 (18.25%) Microsoft
3 88 (6.92%) Business Objects
4 69 (5.43%) Tableau
5 56 (4.41%) Teradata
6 54 (4.25%) IBM
7 44 (3.46%) SAP
8 39 (3.07%) Google
9 37 (2.91%) Cognos
10 33 (2.60%) Netezza
11 32 (2.52%) MicroStrategy
12 30 (2.36%) Informatica
13 23 (1.81%) Omniture
14 19 (1.49%) Cisco
15 17 (1.34%) Ab Initio
16 16 (1.26%) Adobe
16 16 (1.26%) Sybase
17 15 (1.18%) Siebel
17 15 (1.18%) Hyperion
18 13 (1.02%) Hitachi
Macclesfield, Cheshire
Senitor Associates
Salary: £28000 - £38000 per annum + Benefits
Posted: 18 hours ago
Stafford, Staffordshire
Senitor Associates
Salary: £42000 - £46000 per annum + pension, gym, progression
Posted: 18 hours ago
Warrington, Cheshire
Senitor Associates
Salary: £40000 - £45000 per annum + Benefits
Posted: 18 hours ago
City, London
SEC Recruitment Limited
Salary: £65000 - £75000 per annum + Bonus + Benefits
Posted: 19 hours ago
London
Logic Engagements Ltd
Salary: £35000 - £40000 per annum
Posted: 19 hours ago
City, London
SEC Recruitment Limited
Salary: £30000 - £40000 per annum + Dependent upon experience
Posted: 19 hours ago
London
Colston Consulting
Salary: £45k - 70k per year + Benefits
Posted: 19 hours ago
London
Colston Consulting
Salary: Highly Competitive Package
Posted: 19 hours ago
City, London
SEC Recruitment Limited
Salary: £35000 - £40000 per annum + Bonus + Benefits
Posted: 19 hours ago
East London
AB Recruit
Salary: From £45,000 to £55,000 per annum plus benefits
Posted: 20 hours ago
West Yorkshire
Rullion IT Plus
Salary: £33000 - £35000 per annum + Bonus, pension + Others
Posted: 21 hours ago
London
Jonathan Garth
Salary: From £40,000 to £60,000 per annum Excellent plus package
Posted: 23 hours ago
London
Spencer Knight Recruitment
Salary: Up to £42,000 per annum + excellent benefits
Posted: Yesterday
City, London
Experis Ltd
Salary: £25000 - £31000 per annum + excellent benefits
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £30,000 per annum
Posted: Yesterday
London
The Bridge Ltd
Salary: Up to £55,000 per annum +Bonus + Benefits + Car Allowance
Posted: Yesterday
London
DataSciences Consulting
Salary: Bonus
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £38k + benefits
Posted: Yesterday
London
Venturi
Salary: £50000.00 - £60000.00 per annum
Posted: Yesterday
London
Burns Sheehan
Salary: Highly Competitive
Posted: Yesterday