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 31 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Aug 2015
Same period 2014 Same period 2013
Data Mining
Rank 394 417 410
Rank change year-on-year
+23 -7
Permanent jobs citing Data Mining 655 639 576
As % of all permanent IT jobs located in England 0.63% 0.60% 0.58%
As % of the Database & Business Intelligence category 2.08% 1.92% 1.83%
Number of salaries quoted 495 511 484
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 £32,000 £30,650 £32,500
10% offered a salary of more than £80,000 £72,500 £70,000
UK excluding London average salary £45,000 £40,000 £42,500
% change year-on-year
+12.50% -5.88%
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
31470 33318 31397
As % of all permanent IT jobs located in England 30.44% 31.06% 31.58%
Number of salaries quoted 26842 28358 27387
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £72,500 £65,000 £70,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 31 August 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 31 August 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 +25 359 £60,000 +9.09% 40
South East +49 112 £46,000 +2.22% 17
North West -13 52 £38,500 +4.05% 3
East of England -38 34 £45,000 +5.88% 6
East Midlands +13 31 £33,500 -10.66% 5
Yorkshire +20 29 £47,500 +35.71% 6
South West -7 21 £32,500 -7.14% 7
West Midlands -19 16 £57,500 +53.33% 9
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 31 August 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.

1 696 (55.77%) SQL
2 535 (42.87%) Analytics
3 498 (39.90%) Business Intelligence
4 456 (36.54%) Analytical Skills
5 338 (27.08%) Finance
6 336 (26.92%) Degree
7 301 (24.12%) Microsoft
8 298 (23.88%) SQL Server
9 294 (23.56%) R
10 288 (23.08%) Big Data
11 279 (22.36%) SAS
12 277 (22.20%) Data Warehouse
13 262 (20.99%) Python
14 252 (20.19%) Data Analysis
15 248 (19.87%) Oracle
16 240 (19.23%) MS Excel
17 235 (18.83%) Marketing
18 229 (18.35%) Statistics
19 222 (17.79%) Hadoop
20 212 (16.99%) Visualisation
21 203 (16.27%) ETL
22 197 (15.79%) SPSS
23 193 (15.46%) Data Modelling
24 190 (15.22%) Mathematics
25 182 (14.58%) Computer Science
26 180 (14.42%) Java
27 172 (13.78%) Tableau
28 163 (13.06%) SQL Server Integration Services
29 161 (12.90%) Agile Software Development
30 157 (12.58%) T-SQL

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 31 August 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
1 279 (22.36%) SAS
2 67 (5.37%) Apache Spark
3 48 (3.85%) Apache Pig
4 41 (3.29%) SharePoint
5 35 (2.80%) Elasticsearch
6 13 (1.04%) Tomcat
7 8 (0.64%) Apache Solr
7 8 (0.64%) FileNet
7 8 (0.64%) CMS
8 6 (0.48%) WebSphere
8 6 (0.48%) Oracle SOA Suite
9 5 (0.40%) OpenStack
9 5 (0.40%) Apache
10 4 (0.32%) JBoss
10 4 (0.32%) Gentran
11 3 (0.24%) WebLogic
11 3 (0.24%) SharePoint Server
11 3 (0.24%) Lync
11 3 (0.24%) Node.js
11 3 (0.24%) GlassFish
Applications
1 240 (19.23%) MS Excel
2 197 (15.79%) SPSS
3 94 (7.53%) MS Office
4 83 (6.65%) PowerPivot
5 79 (6.33%) MS PowerPoint
6 33 (2.64%) Spreadsheet
7 16 (1.28%) MS Visio
8 8 (0.64%) MS Project
8 8 (0.64%) Weka
8 8 (0.64%) GNU Octave
9 7 (0.56%) Stata
10 6 (0.48%) CPLEX
11 5 (0.40%) S-PLUS
12 3 (0.24%) Gephi
12 3 (0.24%) FastStats
13 2 (0.16%) Photoshop
Business Applications
1 18 (1.44%) Oracle EBS
2 11 (0.88%) Dynamics CRM
2 11 (0.88%) Oracle Applications
2 11 (0.88%) Adobe Campaign
3 9 (0.72%) Oracle Financials
4 8 (0.64%) Hyperion Planning
5 6 (0.48%) HFM
6 5 (0.40%) SAP CRM
7 4 (0.32%) Pegasus Opera
7 4 (0.32%) Rolfe and Nolan
7 4 (0.32%) RiskWrite
8 3 (0.24%) SAP MM
8 3 (0.24%) SAP SD
8 3 (0.24%) SAP QM
8 3 (0.24%) SAP InfiniteInsight
9 2 (0.16%) Dynamics AX
9 2 (0.16%) SAP Oil and Gas
9 2 (0.16%) WebTrends
9 2 (0.16%) Unica
9 2 (0.16%) Remedy ITSM
Cloud Services
1 56 (4.49%) Amazon AWS
2 19 (1.52%) Google Analytics
3 18 (1.44%) Microsoft Azure
4 15 (1.20%) Amazon EMR
4 15 (1.20%) SaaS
5 8 (0.64%) Office 365
6 7 (0.56%) Amazon EC2
6 7 (0.56%) Amazon S3
7 6 (0.48%) Cloud Computing
7 6 (0.48%) Azure Machine Learning
8 4 (0.32%) IaaS
9 3 (0.24%) Google Cloud Platform
9 3 (0.24%) Amazon Kinesis
10 2 (0.16%) SmartFocus
10 2 (0.16%) Adobe Analytics
11 1 (0.080%) AWS Elastic Beanstalk
11 1 (0.080%) Amazon ELB
11 1 (0.080%) GitHub
Communications & Networking
1 19 (1.52%) LAN
1 19 (1.52%) WAN
2 12 (0.96%) SAN
3 9 (0.72%) Internet
4 8 (0.64%) Firewall
5 7 (0.56%) LDAP
5 7 (0.56%) Ethernet
5 7 (0.56%) TCP/IP
6 6 (0.48%) HTTPS
6 6 (0.48%) Cisco Nexus
7 5 (0.40%) Fibre Channel
7 5 (0.40%) TACACS
7 5 (0.40%) Wireless
7 5 (0.40%) Intrusion Detection
7 5 (0.40%) VLAN
7 5 (0.40%) DNS
8 4 (0.32%) 3G
8 4 (0.32%) 4G
8 4 (0.32%) Unified Communications
9 3 (0.24%) HTTP
Database & Business Intelligence
1 298 (23.88%) SQL Server
2 288 (23.08%) Big Data
3 277 (22.20%) Data Warehouse
4 222 (17.79%) Hadoop
5 163 (13.06%) SQL Server Integration Services
6 128 (10.26%) Relational Database
7 122 (9.78%) SQL Server Reporting Services
8 106 (8.49%) SQL Server Analysis Services
9 95 (7.61%) QlikView
9 95 (7.61%) OLAP
10 84 (6.73%) Oracle Database
11 83 (6.65%) Apache Hive
12 69 (5.53%) BusinessObjects
13 65 (5.21%) Text Mining
13 65 (5.21%) NoSQL
14 56 (4.49%) MongoDB
15 54 (4.33%) Oracle BI EE
16 49 (3.93%) Oracle OLAP
17 48 (3.85%) SQL Server 2008
18 44 (3.53%) Oracle Database 11g
Development Applications
1 35 (2.80%) Git (software)
2 21 (1.68%) Toad
3 13 (1.04%) Subversion
4 11 (0.88%) JUnit
5 10 (0.80%) SQL Server Management Studio (SSMS)
6 9 (0.72%) ERwin
7 8 (0.64%) Jenkins
7 8 (0.64%) Eclipse
7 8 (0.64%) EasyMock
8 7 (0.56%) Talend Open Studio
9 6 (0.48%) Gradle
9 6 (0.48%) Ant
9 6 (0.48%) Maven
9 6 (0.48%) JIRA
9 6 (0.48%) Oracle APEX
10 5 (0.40%) Team Foundation Server
10 5 (0.40%) Oracle Forms
10 5 (0.40%) Visual Studio
11 4 (0.32%) VSS/SourceSafe
11 4 (0.32%) Yeoman
General
1 338 (27.08%) Finance
2 235 (18.83%) Marketing
3 115 (9.21%) Retail
4 97 (7.77%) Banking
5 62 (4.97%) Telecoms
6 60 (4.81%) Legal
7 28 (2.24%) Publishing
8 25 (2.00%) Games
8 25 (2.00%) Financial Institution
9 24 (1.92%) Manufacturing
10 19 (1.52%) Multimedia
11 18 (1.44%) Advertising
12 13 (1.04%) Law
13 12 (0.96%) Automotive
14 11 (0.88%) Investment Banking
15 9 (0.72%) Pharmaceutical
16 8 (0.64%) Billing
17 4 (0.32%) Retail Banking
18 3 (0.24%) Electronics
18 3 (0.24%) Front Office
Job Titles
1 398 (31.89%) Analyst
2 224 (17.95%) Developer
3 213 (17.07%) Data Scientist
4 161 (12.90%) Data Analyst
5 93 (7.45%) Architect
6 91 (7.29%) Consultant
7 73 (5.85%) Senior Analyst
8 69 (5.53%) Business Analyst
9 67 (5.37%) Business Intelligence Developer
10 65 (5.21%) Senior Developer
11 49 (3.93%) Business Intelligence Consultant
12 47 (3.77%) Business Developer
13 42 (3.37%) Data Architect
13 42 (3.37%) SQL Developer
14 38 (3.04%) Java Developer
15 37 (2.96%) Oracle Developer
16 36 (2.88%) Data Manager
17 33 (2.64%) Insight Analyst
18 32 (2.56%) Senior Manager
19 31 (2.48%) Solutions Architect
Libraries, Frameworks & Software Standards
1 58 (4.65%) .NET
2 43 (3.45%) Web Services
3 42 (3.37%) HTML
4 33 (2.64%) MDX
5 29 (2.32%) Natural Language Processing
6 27 (2.16%) XML
7 26 (2.08%) Spring
8 22 (1.76%) D3.js
8 22 (1.76%) Kafka
8 22 (1.76%) CSS
9 17 (1.36%) ASP.NET
10 15 (1.20%) J2EE
10 15 (1.20%) Hibernate
10 15 (1.20%) REST
11 14 (1.12%) jQuery
11 14 (1.12%) Pandas
12 13 (1.04%) SOAP
13 11 (0.88%) Middleware
13 11 (0.88%) SciPy
14 8 (0.64%) AngularJS
Miscellaneous
1 456 (36.54%) Analytical Skills
2 229 (18.35%) Statistics
3 212 (16.99%) Visualisation
4 190 (15.22%) Mathematics
5 182 (14.58%) Computer Science
6 131 (10.50%) Algorithms
7 83 (6.65%) Management Information System
8 78 (6.25%) Data Integration
9 61 (4.89%) Data Structures
10 52 (4.17%) Physics
11 46 (3.69%) Neural Network
12 45 (3.61%) Economics
13 40 (3.21%) Credit Risk
14 27 (2.16%) Data Extraction
15 26 (2.08%) Data Conversion
16 24 (1.92%) Data Protection Act
17 22 (1.76%) CMDB
18 21 (1.68%) Social Network
19 19 (1.52%) Foreign Exchange (FX)
20 18 (1.44%) Freedom of Information
Operating Systems
1 76 (6.09%) Linux
2 59 (4.73%) Windows
3 26 (2.08%) UNIX
4 4 (0.32%) Red Hat Enterprise Linux
5 3 (0.24%) Ubuntu
5 3 (0.24%) Android
6 2 (0.16%) Windows Server 2008
6 2 (0.16%) Windows 7
6 2 (0.16%) Apple iOS
6 2 (0.16%) Windows Server 2012
6 2 (0.16%) Solaris
7 1 (0.080%) Mac OS X
Processes & Methodologies
1 535 (42.87%) Analytics
2 498 (39.90%) Business Intelligence
3 252 (20.19%) Data Analysis
4 203 (16.27%) ETL
5 193 (15.46%) Data Modelling
6 161 (12.90%) Agile Software Development
7 137 (10.98%) Data Management
8 127 (10.18%) CRM
9 116 (9.29%) Predictive Modelling
10 114 (9.13%) Statistical Analysis
11 103 (8.25%) Machine Learning
12 93 (7.45%) Project Management
13 84 (6.73%) Information Management
14 83 (6.65%) Statistical Modelling
14 83 (6.65%) Data Analytics
15 82 (6.57%) Stakeholder Management
16 75 (6.01%) Data Architecture
17 71 (5.69%) Mentoring
18 66 (5.29%) OO
19 60 (4.81%) Predictive Analytics
Programming Languages
1 696 (55.77%) SQL
2 294 (23.56%) R
3 262 (20.99%) Python
4 180 (14.42%) Java
5 157 (12.58%) T-SQL
6 78 (6.25%) VBA
7 72 (5.77%) C#
8 71 (5.69%) MATLAB
9 69 (5.53%) PL/SQL
10 64 (5.13%) JavaScript
11 50 (4.01%) C++
12 39 (3.13%) Scala
13 36 (2.88%) C
14 32 (2.56%) Ruby
15 29 (2.32%) Bash Shell
16 27 (2.16%) VB
17 26 (2.08%) Perl
18 17 (1.36%) Shell Script
19 15 (1.20%) Clojure
20 14 (1.12%) VB.NET
Qualifications
1 336 (26.92%) Degree
2 73 (5.85%) PhD
3 44 (3.53%) Security Cleared
4 22 (1.76%) Oracle Certification
5 19 (1.52%) OCP
6 16 (1.28%) DV Cleared
7 13 (1.04%) Cisco Certification
8 12 (0.96%) CCNA
9 11 (0.88%) Microsoft Certification
10 9 (0.72%) SC Cleared
11 7 (0.56%) MCDBA
11 7 (0.56%) CISA
11 7 (0.56%) CIMA
12 6 (0.48%) MCITP
12 6 (0.48%) CCNP
12 6 (0.48%) CCIP
12 6 (0.48%) MCP
12 6 (0.48%) MCSD
13 5 (0.40%) CITP
13 5 (0.40%) CEH
Quality Assurance & Compliance
1 54 (4.33%) Data Quality
2 33 (2.64%) QA
3 11 (0.88%) SLA
4 10 (0.80%) ISO 9001
5 9 (0.72%) ISO/IEC 27001
6 7 (0.56%) COBIT
6 7 (0.56%) ISO 14001
7 3 (0.24%) Dodd-Frank
8 2 (0.16%) AIFMD
8 2 (0.16%) EMIR
8 2 (0.16%) Solvency II
8 2 (0.16%) MiFID
9 1 (0.080%) ISO/IEC 20000
9 1 (0.080%) Sarbanes-Oxley
9 1 (0.080%) Basel II
System Software
1 11 (0.88%) HDFS
2 8 (0.64%) vSphere
3 7 (0.56%) Active Directory
4 5 (0.40%) VMware ESX
4 5 (0.40%) VMware Infrastructure
4 5 (0.40%) KVM
5 4 (0.32%) VirtualBox
6 3 (0.24%) Snort
7 2 (0.16%) Oracle RAC
7 2 (0.16%) Hyper-V
7 2 (0.16%) XenApp
7 2 (0.16%) XenServer
7 2 (0.16%) vCloud
8 1 (0.080%) UAG
8 1 (0.080%) XenDesktop
8 1 (0.080%) EMC RecoverPoint
8 1 (0.080%) Firmware
Systems Management
1 7 (0.56%) Puppet
2 6 (0.48%) Netcool
2 6 (0.48%) SCCM
3 5 (0.40%) WSUS
4 4 (0.32%) Vagrant
5 1 (0.080%) Opscode Chef
5 1 (0.080%) HP UCMDB
5 1 (0.080%) EMC NetWorker
5 1 (0.080%) Control-M
5 1 (0.080%) Nagios
Vendors
1 301 (24.12%) Microsoft
2 248 (19.87%) Oracle
3 172 (13.78%) Tableau
4 75 (6.01%) SAP
5 65 (5.21%) IBM
6 50 (4.01%) Cognos
7 29 (2.32%) Salesforce.com
7 29 (2.32%) Netezza
8 28 (2.24%) Google
9 26 (2.08%) Informatica
10 23 (1.84%) Teradata
11 22 (1.76%) Alterian
12 19 (1.52%) Adobe
13 18 (1.44%) Vertica
14 17 (1.36%) Symantec
14 17 (1.36%) Omniture
15 16 (1.28%) Cisco
15 16 (1.28%) MicroStrategy
16 15 (1.20%) Greenplum
17 13 (1.04%) VMware
Peterborough, Cambridgeshire
Venturi Limited
Salary: Bonus + Benefits
Posted: 18 hours ago
London
Resource Partners Ltd
Posted: 20 hours ago
Leamington Spa, Warwickshire
Applause IT Innovation
Salary: £35000 - £40000 per annum + Market Leading Benefits Package
Posted: 3 days ago
City, London
Betting Appointments
Salary: £35000 - £45000 per annum + excellent bonus scheme
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £110000 per annum
Posted: 3 days ago
London
C4 Commerce
Salary: From £35,000 to £45,000 per annum
Posted: 3 days ago
London
C4 Commerce
Salary: From £65,000 to £75,000 per annum
Posted: 3 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 3 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
Posted: 3 days ago
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 3 days ago
Reading, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £55000 per annum + benefits
Posted: 3 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 4 days ago
London
First Point
Salary: £70000 - £80000 per annum + Bonus, benefits
Posted: 4 days ago
Corby, Northamptonshire
networx
Salary: £25,000 per annum
Posted: 4 days ago
London
Computer People
Salary: £45000.00 - £55000.00 per annum + + benefits
Posted: 4 days ago
Slough, Berkshire
McGregor Boyall
Salary: £70000 - £77000 per annum + Benefits
Posted: 4 days ago
London
Executive Recruitment Services (ERS)
Posted: 4 days ago
Eastleigh, Hampshire
Required IT
Salary: 15% Bonus
Posted: 4 days ago
Reigate, Surrey
Initi8 Recruitment
Salary: £30000 - £50000 Per Annum
Posted: 4 days ago
Crewe, Cheshire
WEX Europe Ltd
Salary: Competitive
Posted: 4 days ago