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 3 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 401 372 403
Rank change year-on-year
-29 +31
Permanent jobs citing Data Mining 648 740 588
As % of all permanent IT jobs located in England 0.63% 0.67% 0.58%
As % of the Database & Business Intelligence category 1.98% 2.14% 1.84%
Number of salaries quoted 460 623 462
Average salary £50,000 £50,000 £50,000
90% offered a salary of more than £31,350 £32,800 £30,000
10% offered a salary of more than £75,250 £80,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,000
% change year-on-year
+5.88% +1.19%
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
32702 34623 32023
As % of all permanent IT jobs located in England 31.68% 31.37% 31.50%
Number of salaries quoted 27899 29971 28063
Average salary £47,500 £45,000 £42,500
Average salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,500 £30,500 £30,000
10% offered a salary of more than £72,500 £65,000 £70,000
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +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 3 July 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 3 July 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 -24 390 £60,000 - 66
South East +29 95 £47,500 -5.00% 15
North West +29 48 £45,000 +28.57% 18
Yorkshire +28 38 £35,000 -15.15% 7
East of England -55 28 £45,000 +12.50% 8
South West +8 27 £37,500 -11.76% 8
East Midlands -13 9 £37,500 -25.00% 8
West Midlands -40 5 - - 6
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 3 July 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.

1 702 (53.92%) SQL
2 541 (41.55%) Analytics
3 495 (38.02%) Business Intelligence
4 477 (36.64%) Analytical Skills
5 380 (29.19%) Degree
6 335 (25.73%) SQL Server
7 321 (24.65%) Finance
8 308 (23.66%) Microsoft
9 292 (22.43%) MS Excel
10 286 (21.97%) Data Analysis
11 282 (21.66%) Data Warehouse
12 281 (21.58%) Big Data
13 275 (21.12%) R
13 275 (21.12%) SAS
14 261 (20.05%) Python
14 261 (20.05%) Oracle
15 251 (19.28%) Visualisation
15 251 (19.28%) Statistics
16 245 (18.82%) ETL
17 228 (17.51%) Marketing
18 213 (16.36%) Data Modelling
19 212 (16.28%) SPSS
20 202 (15.51%) Mathematics
21 200 (15.36%) Hadoop
22 194 (14.90%) Computer Science
23 177 (13.59%) SQL Server Integration Services
24 170 (13.06%) Tableau
25 163 (12.52%) Java
26 157 (12.06%) T-SQL
27 148 (11.37%) SQL Server Reporting Services

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 3 July 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
1 275 (21.12%) SAS
2 44 (3.38%) SharePoint
3 41 (3.15%) Apache Pig
4 38 (2.92%) Apache Spark
5 28 (2.15%) Elasticsearch
6 12 (0.92%) Tomcat
7 10 (0.77%) WebSphere
7 10 (0.77%) CMS
8 9 (0.69%) Oracle SOA Suite
9 7 (0.54%) Oracle Coherence
9 7 (0.54%) JBoss
10 6 (0.46%) Apache Solr
10 6 (0.46%) Gentran
11 5 (0.38%) OpenStack
11 5 (0.38%) Apache
12 3 (0.23%) WebLogic
12 3 (0.23%) SharePoint Server
12 3 (0.23%) GlassFish
12 3 (0.23%) Lync
13 2 (0.15%) Node.js
Applications
1 292 (22.43%) MS Excel
2 212 (16.28%) SPSS
3 123 (9.45%) MS Office
4 87 (6.68%) PowerPivot
5 76 (5.84%) MS PowerPoint
6 55 (4.22%) MS Visio
7 29 (2.23%) MS Project
8 22 (1.69%) Spreadsheet
9 14 (1.08%) Stata
10 8 (0.61%) GNU Octave
11 7 (0.54%) CPLEX
12 5 (0.38%) Weka
13 3 (0.23%) Gephi
13 3 (0.23%) FastStats
14 2 (0.15%) Photoshop
Business Applications
1 19 (1.46%) Oracle EBS
2 15 (1.15%) Dynamics CRM
3 9 (0.69%) Oracle Financials
4 8 (0.61%) Oracle Applications
4 8 (0.61%) Hyperion Planning
5 7 (0.54%) Adobe Campaign
5 7 (0.54%) HFM
6 5 (0.38%) SAP QM
6 5 (0.38%) SAP InfiniteInsight
6 5 (0.38%) SAP MM
6 5 (0.38%) Unica
7 3 (0.23%) Remedy ITSM
8 2 (0.15%) Remedy AR System
8 2 (0.15%) SAP IS-U
8 2 (0.15%) Eagle PACE
8 2 (0.15%) RiskWrite
8 2 (0.15%) Rolfe and Nolan
8 2 (0.15%) Markit EDM
8 2 (0.15%) Cognos Business Intelligence
8 2 (0.15%) WebTrends
Cloud Services
1 46 (3.53%) Amazon AWS
2 25 (1.92%) Google Analytics
3 20 (1.54%) SaaS
4 12 (0.92%) Microsoft Azure
5 8 (0.61%) Cloud Computing
6 6 (0.46%) Office 365
6 6 (0.46%) Amazon EMR
7 5 (0.38%) Amazon EC2
8 3 (0.23%) Amazon S3
8 3 (0.23%) Adobe Analytics
8 3 (0.23%) Azure Machine Learning
9 2 (0.15%) Amazon ELB
9 2 (0.15%) AWS Elastic Beanstalk
9 2 (0.15%) SmartFocus
10 1 (0.077%) Route 53
Communications & Networking
1 18 (1.38%) LAN
1 18 (1.38%) WAN
2 17 (1.31%) SAN
3 16 (1.23%) Firewall
4 14 (1.08%) Internet
4 14 (1.08%) TCP/IP
5 12 (0.92%) LDAP
6 9 (0.69%) Wireless
7 8 (0.61%) Intrusion Detection
8 7 (0.54%) Ethernet
8 7 (0.54%) VPN
8 7 (0.54%) HTTP
9 6 (0.46%) DNS
9 6 (0.46%) HTTPS
9 6 (0.46%) SSL
10 5 (0.38%) Intranet
10 5 (0.38%) VoIP
10 5 (0.38%) VLAN
10 5 (0.38%) TACACS
10 5 (0.38%) Fibre Channel
Database & Business Intelligence
1 335 (25.73%) SQL Server
2 282 (21.66%) Data Warehouse
3 281 (21.58%) Big Data
4 200 (15.36%) Hadoop
5 177 (13.59%) SQL Server Integration Services
6 148 (11.37%) SQL Server Reporting Services
7 129 (9.91%) Relational Database
8 127 (9.75%) SQL Server Analysis Services
9 109 (8.37%) QlikView
10 103 (7.91%) OLAP
11 68 (5.22%) Apache Hive
12 67 (5.15%) Oracle Database
13 65 (4.99%) Text Mining
14 62 (4.76%) NoSQL
15 51 (3.92%) Oracle OLAP
16 49 (3.76%) MongoDB
17 48 (3.69%) Oracle BI EE
18 45 (3.46%) SQL Server 2008
19 43 (3.30%) Oracle Database 11g
20 38 (2.92%) Spotfire
Development Applications
1 29 (2.23%) Toad
2 20 (1.54%) Git (software)
3 18 (1.38%) Visual Studio
4 15 (1.15%) SQL Server Management Studio (SSMS)
5 13 (1.00%) Subversion
6 10 (0.77%) JUnit
7 8 (0.61%) Maven
7 8 (0.61%) Team Foundation Server
8 7 (0.54%) JIRA
8 7 (0.54%) Ant
9 6 (0.46%) EasyMock
9 6 (0.46%) Gradle
10 5 (0.38%) Talend Open Studio
11 4 (0.31%) Eclipse
11 4 (0.31%) VSS/SourceSafe
12 3 (0.23%) Oracle APEX
12 3 (0.23%) Mercurial
12 3 (0.23%) FogBugz
13 2 (0.15%) Jenkins
13 2 (0.15%) PHPUnit
General
1 321 (24.65%) Finance
2 228 (17.51%) Marketing
3 97 (7.45%) Retail
4 89 (6.84%) Banking
5 77 (5.91%) Telecoms
6 48 (3.69%) Legal
7 36 (2.76%) Games
8 29 (2.23%) Publishing
9 27 (2.07%) Advertising
10 23 (1.77%) Billing
11 21 (1.61%) Multimedia
12 18 (1.38%) Financial Institution
13 17 (1.31%) Manufacturing
14 14 (1.08%) Automotive
14 14 (1.08%) Law
15 13 (1.00%) Investment Banking
16 8 (0.61%) Electronics
17 7 (0.54%) Pharmaceutical
18 6 (0.46%) Online Betting
19 5 (0.38%) Back Office
Job Titles
1 433 (33.26%) Analyst
2 204 (15.67%) Developer
2 204 (15.67%) Data Scientist
3 163 (12.52%) Data Analyst
4 109 (8.37%) Architect
5 107 (8.22%) Consultant
6 74 (5.68%) Business Analyst
7 61 (4.69%) Senior Analyst
8 60 (4.61%) Business Intelligence Developer
9 58 (4.45%) Business Intelligence Consultant
10 53 (4.07%) Senior Developer
11 48 (3.69%) Data Architect
12 39 (3.00%) Insight Analyst
13 37 (2.84%) Support Analyst
14 35 (2.69%) Business Developer
14 35 (2.69%) Solutions Architect
15 32 (2.46%) SQL Developer
16 31 (2.38%) Business Intelligence Analyst
17 30 (2.30%) Oracle Developer
18 29 (2.23%) Data Manager
Libraries, Frameworks & Software Standards
1 51 (3.92%) .NET
2 46 (3.53%) XML
3 42 (3.23%) HTML
4 41 (3.15%) Web Services
5 32 (2.46%) MDX
6 31 (2.38%) Natural Language Processing
7 24 (1.84%) D3.js
8 22 (1.69%) ASP.NET
9 20 (1.54%) Pandas
10 18 (1.38%) Spring
11 15 (1.15%) J2EE
12 14 (1.08%) CSS
13 13 (1.00%) Hibernate
13 13 (1.00%) Middleware
13 13 (1.00%) REST
14 12 (0.92%) XSLT
14 12 (0.92%) SOAP
15 11 (0.84%) Kafka
15 11 (0.84%) scikit-learn
16 10 (0.77%) SciPy
Miscellaneous
1 477 (36.64%) Analytical Skills
2 251 (19.28%) Visualisation
2 251 (19.28%) Statistics
3 202 (15.51%) Mathematics
4 194 (14.90%) Computer Science
5 119 (9.14%) Algorithms
6 90 (6.91%) Management Information System
7 70 (5.38%) Data Integration
8 68 (5.22%) Data Structures
9 59 (4.53%) Physics
10 54 (4.15%) Neural Network
11 50 (3.84%) Economics
12 48 (3.69%) Data Extraction
13 31 (2.38%) Replication
14 29 (2.23%) Social Network
15 28 (2.15%) Data Protection Act
16 27 (2.07%) Artificial Intelligence
17 24 (1.84%) Credit Risk
18 23 (1.77%) Data Centre
18 23 (1.77%) Data Conversion
Operating Systems
1 80 (6.14%) Linux
2 72 (5.53%) Windows
3 30 (2.30%) UNIX
4 9 (0.69%) Ubuntu
5 4 (0.31%) Android
5 4 (0.31%) Windows 7
6 3 (0.23%) Red Hat Enterprise Linux
7 2 (0.15%) Solaris
8 1 (0.077%) Mac OS X
8 1 (0.077%) Windows Server 2003
8 1 (0.077%) Apple iOS
Processes & Methodologies
1 541 (41.55%) Analytics
2 495 (38.02%) Business Intelligence
3 286 (21.97%) Data Analysis
4 245 (18.82%) ETL
5 213 (16.36%) Data Modelling
6 147 (11.29%) Data Management
7 139 (10.68%) Agile Software Development
8 132 (10.14%) CRM
9 121 (9.29%) Predictive Modelling
10 116 (8.91%) Project Management
11 100 (7.68%) Statistical Analysis
12 99 (7.60%) Machine Learning
13 96 (7.37%) Statistical Modelling
14 85 (6.53%) Information Management
15 80 (6.14%) Data Analytics
16 79 (6.07%) Data Architecture
17 69 (5.30%) Predictive Analytics
18 59 (4.53%) Stakeholder Management
19 57 (4.38%) Migration
19 57 (4.38%) Business Analysis
Programming Languages
1 702 (53.92%) SQL
2 275 (21.12%) R
3 261 (20.05%) Python
4 163 (12.52%) Java
5 157 (12.06%) T-SQL
6 90 (6.91%) C#
7 81 (6.22%) PL/SQL
8 78 (5.99%) VBA
9 76 (5.84%) C++
10 61 (4.69%) MATLAB
11 41 (3.15%) C
12 39 (3.00%) Scala
13 37 (2.84%) JavaScript
14 26 (2.00%) VB
15 25 (1.92%) Ruby
16 19 (1.46%) VB.NET
17 18 (1.38%) Perl
18 15 (1.15%) Bash Shell
19 11 (0.84%) PHP
20 8 (0.61%) PowerShell
Qualifications
1 380 (29.19%) Degree
2 94 (7.22%) PhD
3 27 (2.07%) Security Cleared
4 22 (1.69%) Oracle Certification
5 19 (1.46%) OCP
6 17 (1.31%) Cisco Certification
7 12 (0.92%) Microsoft Certification
7 12 (0.92%) CCNA
8 10 (0.77%) CCNP
8 10 (0.77%) CISA
8 10 (0.77%) MCITP
9 8 (0.61%) DV Cleared
9 8 (0.61%) MCP
10 7 (0.54%) ISEB
10 7 (0.54%) SC Cleared
11 6 (0.46%) MCDBA
11 6 (0.46%) MCSD
11 6 (0.46%) CCIP
12 5 (0.38%) NVQ Level 3
12 5 (0.38%) CEH
Quality Assurance & Compliance
1 54 (4.15%) Data Quality
2 34 (2.61%) QA
3 17 (1.31%) SLA
4 11 (0.84%) ISO 9001
5 9 (0.69%) COBIT
6 8 (0.61%) ISO/IEC 27001
7 7 (0.54%) ISO 14001
8 4 (0.31%) Solvency II
9 3 (0.23%) PCI DSS
10 2 (0.15%) Basel II
11 1 (0.077%) Sarbanes-Oxley
11 1 (0.077%) Dodd-Frank
System Software
1 22 (1.69%) HDFS
2 12 (0.92%) Active Directory
3 9 (0.69%) vSphere
4 7 (0.54%) VMware Infrastructure
5 6 (0.46%) Snort
6 5 (0.38%) VMware ESX
6 5 (0.38%) KVM
7 4 (0.31%) vCloud
7 4 (0.31%) XenServer
7 4 (0.31%) Hyper-V
7 4 (0.31%) Oracle RAC
8 1 (0.077%) Firmware
8 1 (0.077%) Sendmail
Systems Management
1 9 (0.69%) Puppet
2 6 (0.46%) Netcool
3 5 (0.38%) WSUS
3 5 (0.38%) SCCM
4 3 (0.23%) Opscode Chef
5 1 (0.077%) HP UCMDB
5 1 (0.077%) Control-M
5 1 (0.077%) Nagios
5 1 (0.077%) MIMEsweeper
5 1 (0.077%) MAILsweeper
Vendors
1 308 (23.66%) Microsoft
2 261 (20.05%) Oracle
3 170 (13.06%) Tableau
4 93 (7.14%) IBM
5 74 (5.68%) Business Objects
5 74 (5.68%) SAP
6 49 (3.76%) Cognos
7 32 (2.46%) Google
7 32 (2.46%) Netezza
8 31 (2.38%) MicroStrategy
9 29 (2.23%) Informatica
10 25 (1.92%) Teradata
10 25 (1.92%) Cloudera
11 23 (1.77%) Salesforce.com
12 22 (1.69%) Greenplum
12 22 (1.69%) Vertica
13 21 (1.61%) Cisco
14 17 (1.31%) Hortonworks
14 17 (1.31%) MapR
15 16 (1.23%) Omniture
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 3 hours ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 3 hours ago
Chippenham, Wiltshire
Herman Miller
Posted: 4 hours ago
Peterborough, Cambridgeshire
Venturi
Salary: £70000 - £93000 per annum + Bonus + Benefits
Posted: 21 hours ago
South East
Opus Recruitment Solutions Ltd
Salary: Salary DOE
Posted: 22 hours ago
London
Opus Recruitment Solutions Ltd
Salary: Salary DOE
Posted: 22 hours ago
London
Digitech Resourcing Ltd
Salary: From £40,000 to £45,000 per annum + Benefits
Posted: 22 hours ago
Manchester, Lancashire
Vertical IT
Salary: £40000 per annum + excellent benefits
Posted: 23 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £75000 - £90000 per annum + Bonus + car allowance
Posted: Yesterday
Wiltshire
ITecopeople
Salary: £40000 - £45000 per annum + Benefits package
Posted: Yesterday
Isleworth, Middlesex
Think IT Recruitment
Salary: £35000.00 - £45000.00 per annum + Benefits
Posted: Yesterday
Weybridge, Surrey
Think IT Recruitment
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: Yesterday
Chester, Cheshire
MBNA
Salary: Highly Competitive
Posted: Yesterday
Chester, Cheshire
MBNA
Posted: Yesterday
Slough, Berkshire
McGregor Boyall
Salary: £70000 - £75000 per annum + Benefits
Posted: Yesterday
City, London
Progressive
Salary: competitive
Posted: Yesterday
City, London
SEC Recruitment Limited
Posted: Yesterday
Salisbury, Wiltshire
Sopra Steria Recruitment
Salary: From £28,000 to £32,000 per annum Flexible Benefits
Posted: 2 days ago
Peterborough, Cambridgeshire
Venturi
Salary: £40000.00 - £50000.00 per annum + bonus and benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 2 days ago