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

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 395 394 409
Rank change year-on-year
-1 +15
Permanent jobs citing Data Mining 663 707 572
As % of all permanent IT jobs located in England 0.65% 0.65% 0.56%
As % of the Database & Business Intelligence category 2.09% 2.07% 1.79%
Number of salaries quoted 475 585 453
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,000 £32,500 £31,435
10% offered a salary of more than £80,000 £80,000 £75,000
UK excluding London average salary £45,000 £40,000 £45,000
% change year-on-year
+12.50% -11.11%
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
31722 34143 31907
As % of all permanent IT jobs located in England 31.02% 31.22% 31.35%
Number of salaries quoted 27005 29400 27820
Average salary £47,500 £45,000 £43,000
Average salary % change year-on-year
+5.55% +4.65%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £72,250 £65,000 £70,000
UK excluding London average salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

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 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 31 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 0 377 £60,000 - 63
South East +26 104 £48,750 -2.50% 21
North West +7 59 £40,000 +7.38% 3
Yorkshire +28 35 £45,000 +12.50% 1
East of England -52 29 £45,000 +12.50% 10
East Midlands +3 22 £37,500 -6.25% 5
South West -12 20 £35,750 -7.74% 4
West Midlands -27 13 £46,250 +15.62% 7
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 31 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.

1 714 (54.50%) SQL
2 546 (41.68%) Analytics
3 527 (40.23%) Business Intelligence
4 465 (35.50%) Analytical Skills
5 386 (29.47%) Degree
6 347 (26.49%) Finance
7 314 (23.97%) Microsoft
8 313 (23.89%) SQL Server
9 291 (22.21%) Data Warehouse
10 285 (21.76%) Big Data
11 279 (21.30%) Data Analysis
12 275 (20.99%) R
13 269 (20.53%) SAS
14 267 (20.38%) MS Excel
15 261 (19.92%) Python
16 258 (19.69%) Oracle
17 245 (18.70%) Statistics
18 242 (18.47%) Visualisation
19 236 (18.02%) ETL
20 227 (17.33%) Marketing
21 221 (16.87%) Data Modelling
22 205 (15.65%) Hadoop
23 201 (15.34%) Mathematics
23 201 (15.34%) SPSS
24 195 (14.89%) Computer Science
25 181 (13.82%) SQL Server Integration Services
26 180 (13.74%) Tableau
27 178 (13.59%) Java
28 169 (12.90%) T-SQL
29 163 (12.44%) Data Management

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 31 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
1 269 (20.53%) SAS
2 51 (3.89%) Apache Spark
3 46 (3.51%) SharePoint
4 44 (3.36%) Apache Pig
5 30 (2.29%) Elasticsearch
6 13 (0.99%) Tomcat
7 9 (0.69%) CMS
7 9 (0.69%) WebSphere
8 8 (0.61%) Apache Solr
9 7 (0.53%) FileNet
9 7 (0.53%) JBoss
10 6 (0.46%) Apache
10 6 (0.46%) Gentran
10 6 (0.46%) Oracle SOA Suite
11 5 (0.38%) OpenStack
12 3 (0.23%) WebLogic
12 3 (0.23%) Lync
12 3 (0.23%) Node.js
12 3 (0.23%) GlassFish
12 3 (0.23%) SharePoint Server
Applications
1 267 (20.38%) MS Excel
2 201 (15.34%) SPSS
3 118 (9.01%) MS Office
4 88 (6.72%) PowerPivot
5 80 (6.11%) MS PowerPoint
6 33 (2.52%) MS Visio
7 32 (2.44%) Spreadsheet
8 14 (1.07%) MS Project
9 11 (0.84%) Stata
10 9 (0.69%) GNU Octave
11 6 (0.46%) Weka
11 6 (0.46%) CPLEX
12 5 (0.38%) S-PLUS
13 3 (0.23%) Gephi
14 2 (0.15%) FastStats
14 2 (0.15%) Photoshop
Business Applications
1 19 (1.45%) Oracle EBS
2 11 (0.84%) Adobe Campaign
3 10 (0.76%) Hyperion Planning
3 10 (0.76%) Dynamics CRM
4 9 (0.69%) Oracle Applications
4 9 (0.69%) Oracle Financials
5 8 (0.61%) HFM
6 5 (0.38%) SAP QM
6 5 (0.38%) SAP InfiniteInsight
6 5 (0.38%) SAP CRM
6 5 (0.38%) SAP MM
7 4 (0.31%) Rolfe and Nolan
7 4 (0.31%) Unica
7 4 (0.31%) RiskWrite
7 4 (0.31%) Pegasus Opera
8 3 (0.23%) SAP SD
9 2 (0.15%) WebTrends
9 2 (0.15%) SAP Oil and Gas
9 2 (0.15%) Remedy ITSM
9 2 (0.15%) Remedy AR System
Cloud Services
1 48 (3.66%) Amazon AWS
2 21 (1.60%) Google Analytics
3 18 (1.37%) SaaS
4 13 (0.99%) Microsoft Azure
5 11 (0.84%) Amazon EMR
6 8 (0.61%) Office 365
6 8 (0.61%) Cloud Computing
7 6 (0.46%) Azure Machine Learning
8 5 (0.38%) Amazon EC2
9 3 (0.23%) Amazon S3
9 3 (0.23%) Google Cloud Platform
9 3 (0.23%) Amazon Kinesis
10 2 (0.15%) AWS Elastic Beanstalk
10 2 (0.15%) Amazon ELB
10 2 (0.15%) IaaS
10 2 (0.15%) SmartFocus
10 2 (0.15%) Adobe Analytics
11 1 (0.076%) Route 53
Communications & Networking
1 17 (1.30%) LAN
1 17 (1.30%) WAN
2 14 (1.07%) SAN
3 11 (0.84%) Internet
4 9 (0.69%) Firewall
4 9 (0.69%) TCP/IP
4 9 (0.69%) LDAP
5 7 (0.53%) Ethernet
5 7 (0.53%) HTTP
6 6 (0.46%) HTTPS
6 6 (0.46%) Wireless
6 6 (0.46%) Cisco Nexus
7 5 (0.38%) GoToMeeting
7 5 (0.38%) Intrusion Detection
7 5 (0.38%) VLAN
7 5 (0.38%) DNS
7 5 (0.38%) TACACS
7 5 (0.38%) Fibre Channel
8 4 (0.31%) 4G
8 4 (0.31%) 3G
Database & Business Intelligence
1 313 (23.89%) SQL Server
2 291 (22.21%) Data Warehouse
3 285 (21.76%) Big Data
4 205 (15.65%) Hadoop
5 181 (13.82%) SQL Server Integration Services
6 139 (10.61%) SQL Server Reporting Services
7 129 (9.85%) Relational Database
8 125 (9.54%) SQL Server Analysis Services
9 111 (8.47%) OLAP
10 107 (8.17%) QlikView
11 81 (6.18%) BusinessObjects
12 73 (5.57%) Oracle Database
13 70 (5.34%) Apache Hive
14 67 (5.11%) NoSQL
15 60 (4.58%) Text Mining
16 56 (4.27%) Oracle OLAP
17 51 (3.89%) Oracle BI EE
18 48 (3.66%) MongoDB
19 45 (3.44%) Oracle Database 11g
20 41 (3.13%) RDBMS
Development Applications
1 26 (1.98%) Toad
2 23 (1.76%) Git (software)
3 14 (1.07%) SQL Server Management Studio (SSMS)
4 13 (0.99%) Subversion
5 12 (0.92%) JUnit
6 9 (0.69%) Visual Studio
7 8 (0.61%) Maven
7 8 (0.61%) EasyMock
8 7 (0.53%) Ant
9 6 (0.46%) Talend Open Studio
9 6 (0.46%) JIRA
9 6 (0.46%) Gradle
10 5 (0.38%) Team Foundation Server
10 5 (0.38%) Oracle APEX
10 5 (0.38%) Eclipse
10 5 (0.38%) ERwin
11 4 (0.31%) VSS/SourceSafe
11 4 (0.31%) Oracle Forms
11 4 (0.31%) Jenkins
12 3 (0.23%) FogBugz
General
1 347 (26.49%) Finance
2 227 (17.33%) Marketing
3 98 (7.48%) Retail
4 93 (7.10%) Banking
5 71 (5.42%) Telecoms
6 55 (4.20%) Legal
7 35 (2.67%) Games
8 29 (2.21%) Publishing
9 27 (2.06%) Financial Institution
10 26 (1.98%) Advertising
11 21 (1.60%) Multimedia
12 19 (1.45%) Manufacturing
13 15 (1.15%) Law
13 15 (1.15%) Billing
14 14 (1.07%) Investment Banking
14 14 (1.07%) Automotive
15 7 (0.53%) Pharmaceutical
16 6 (0.46%) Electronics
17 5 (0.38%) Front Office
18 4 (0.31%) Back Office
Job Titles
1 433 (33.05%) Analyst
2 218 (16.64%) Developer
3 204 (15.57%) Data Scientist
4 170 (12.98%) Data Analyst
5 114 (8.70%) Architect
6 109 (8.32%) Consultant
7 77 (5.88%) Business Analyst
8 72 (5.50%) Senior Analyst
9 69 (5.27%) Business Intelligence Developer
10 62 (4.73%) Senior Developer
11 57 (4.35%) Business Intelligence Consultant
12 53 (4.05%) Data Architect
13 44 (3.36%) Business Developer
14 40 (3.05%) SQL Developer
15 36 (2.75%) Oracle Developer
15 36 (2.75%) Solutions Architect
15 36 (2.75%) Business Intelligence Analyst
15 36 (2.75%) Insight Analyst
16 31 (2.37%) Support Analyst
17 30 (2.29%) Java Developer
Libraries, Frameworks & Software Standards
1 56 (4.27%) .NET
2 42 (3.21%) Web Services
3 41 (3.13%) HTML
4 37 (2.82%) MDX
5 35 (2.67%) XML
6 33 (2.52%) Natural Language Processing
7 25 (1.91%) D3.js
8 21 (1.60%) Spring
8 21 (1.60%) Pandas
9 18 (1.37%) ASP.NET
9 18 (1.37%) Kafka
10 16 (1.22%) CSS
11 15 (1.15%) J2EE
11 15 (1.15%) Hibernate
11 15 (1.15%) REST
12 14 (1.07%) SOAP
13 12 (0.92%) Middleware
14 10 (0.76%) SciPy
14 10 (0.76%) scikit-learn
15 9 (0.69%) XSLT
Miscellaneous
1 465 (35.50%) Analytical Skills
2 245 (18.70%) Statistics
3 242 (18.47%) Visualisation
4 201 (15.34%) Mathematics
5 195 (14.89%) Computer Science
6 130 (9.92%) Algorithms
7 95 (7.25%) Management Information System
8 82 (6.26%) Data Integration
9 65 (4.96%) Data Structures
10 60 (4.58%) Physics
11 47 (3.59%) Economics
12 45 (3.44%) Neural Network
13 40 (3.05%) Data Extraction
14 36 (2.75%) Credit Risk
15 28 (2.14%) Data Protection Act
16 27 (2.06%) Social Network
17 26 (1.98%) Replication
18 24 (1.83%) Data Conversion
19 21 (1.60%) Artificial Intelligence
20 19 (1.45%) Applied Mathematics
Operating Systems
1 76 (5.80%) Linux
2 61 (4.66%) Windows
3 20 (1.53%) UNIX
4 5 (0.38%) Ubuntu
5 4 (0.31%) Red Hat Enterprise Linux
5 4 (0.31%) Windows 7
6 2 (0.15%) Android
6 2 (0.15%) Windows Server 2008
6 2 (0.15%) Solaris
6 2 (0.15%) Windows Server 2012
7 1 (0.076%) Mac OS X
7 1 (0.076%) Apple iOS
Processes & Methodologies
1 546 (41.68%) Analytics
2 527 (40.23%) Business Intelligence
3 279 (21.30%) Data Analysis
4 236 (18.02%) ETL
5 221 (16.87%) Data Modelling
6 163 (12.44%) Data Management
7 156 (11.91%) Agile Software Development
8 124 (9.47%) CRM
8 124 (9.47%) Predictive Modelling
9 110 (8.40%) Statistical Analysis
10 99 (7.56%) Machine Learning
11 97 (7.40%) Project Management
12 92 (7.02%) Information Management
13 88 (6.72%) Statistical Modelling
14 87 (6.64%) Data Analytics
15 82 (6.26%) Data Architecture
16 76 (5.80%) Stakeholder Management
17 73 (5.57%) Predictive Analytics
18 65 (4.96%) Migration
19 64 (4.89%) Business Analysis
Programming Languages
1 714 (54.50%) SQL
2 275 (20.99%) R
3 261 (19.92%) Python
4 178 (13.59%) Java
5 169 (12.90%) T-SQL
6 86 (6.56%) C#
7 75 (5.73%) PL/SQL
8 73 (5.57%) VBA
9 64 (4.89%) C++
10 58 (4.43%) MATLAB
11 43 (3.28%) Scala
12 42 (3.21%) C
13 36 (2.75%) JavaScript
14 28 (2.14%) VB
15 23 (1.76%) Ruby
16 20 (1.53%) Perl
17 18 (1.37%) Bash Shell
18 15 (1.15%) VB.NET
19 10 (0.76%) Clojure
20 9 (0.69%) Shell Script
Qualifications
1 386 (29.47%) Degree
2 89 (6.79%) PhD
3 28 (2.14%) Security Cleared
4 22 (1.68%) Oracle Certification
5 19 (1.45%) OCP
6 15 (1.15%) Cisco Certification
7 12 (0.92%) Microsoft Certification
7 12 (0.92%) CCNA
8 10 (0.76%) CISA
8 10 (0.76%) DV Cleared
9 8 (0.61%) MCITP
9 8 (0.61%) CCNP
10 7 (0.53%) MCP
11 6 (0.46%) MCSD
11 6 (0.46%) CCIP
11 6 (0.46%) MCDBA
11 6 (0.46%) ISEB
12 5 (0.38%) CITP
12 5 (0.38%) CEH
13 4 (0.31%) CIMA
Quality Assurance & Compliance
1 63 (4.81%) Data Quality
2 36 (2.75%) QA
3 13 (0.99%) SLA
4 12 (0.92%) ISO 9001
5 8 (0.61%) ISO/IEC 27001
5 8 (0.61%) COBIT
6 7 (0.53%) ISO 14001
7 3 (0.23%) Solvency II
7 3 (0.23%) Dodd-Frank
8 2 (0.15%) AIFMD
8 2 (0.15%) PCI DSS
8 2 (0.15%) EMIR
8 2 (0.15%) MiFID
9 1 (0.076%) ISO/IEC 20000
9 1 (0.076%) Sarbanes-Oxley
9 1 (0.076%) Basel II
System Software
1 18 (1.37%) HDFS
2 9 (0.69%) Active Directory
3 8 (0.61%) vSphere
4 5 (0.38%) KVM
4 5 (0.38%) VMware ESX
5 4 (0.31%) Oracle RAC
5 4 (0.31%) VMware Infrastructure
6 3 (0.23%) Snort
7 2 (0.15%) XenServer
7 2 (0.15%) Hyper-V
7 2 (0.15%) vCloud
8 1 (0.076%) UAG
8 1 (0.076%) XenApp
8 1 (0.076%) EMC RecoverPoint
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 (0.076%) HP UCMDB
5 1 (0.076%) EMC NetWorker
5 1 (0.076%) Nagios
Vendors
1 314 (23.97%) Microsoft
2 258 (19.69%) Oracle
3 180 (13.74%) Tableau
4 84 (6.41%) SAP
5 79 (6.03%) IBM
6 50 (3.82%) Cognos
7 33 (2.52%) Netezza
8 32 (2.44%) Google
9 30 (2.29%) Salesforce.com
10 29 (2.21%) Informatica
11 24 (1.83%) MicroStrategy
12 23 (1.76%) Vertica
13 20 (1.53%) Teradata
14 19 (1.45%) Greenplum
14 19 (1.45%) Cloudera
15 18 (1.37%) Omniture
15 18 (1.37%) Cisco
16 16 (1.22%) Alterian
17 13 (0.99%) Symantec
17 13 (0.99%) Adobe
Weybridge, Surrey
HAYS INFORMATION TECHNOLOGY
Salary: £300.00 - £350.00 per day
Posted: Yesterday
London
Jonathan Garth
Salary: From £65,000 to £90,000 per annum Excellent Package
Posted: Yesterday
Mansfield, Nottinghamshire
The Coal Authority
Salary: Competitive
Posted: Yesterday
London
Digitech Resourcing Ltd
Salary: From £40,000 to £45,000 per annum + Benefits
Posted: Yesterday
Aylesbury, Buckinghamshire
IT Connections
Salary: to £46,000
Posted: Yesterday
City, London
Venturi
Salary: £20000.00 - £24000.00 per annum + 10% bonus and benefits
Posted: Yesterday
Northampton, Northamptonshire
McGregor Boyall
Salary: £450 - £500 per day
Posted: Yesterday
Manchester, Lancashire
ANSON MCCADE
Salary: £70’000 to £90 000
Posted: Yesterday
Newbury, Berkshire
Vodafone
Salary: Bonus, 28 days holiday, pension, flexible benefits
Posted: Yesterday
Central London / West End
Client Server
Salary: £40k to £55k + benefits
Posted: Yesterday
Ipswich, Suffolk
ECM Selection
Salary: to £40k plus benefits
Posted: Yesterday
City, London
Senitor Associates
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: Yesterday
City, London
Lloyds Banking Group
Salary: £50000 - £70000 per annum + Bens
Posted: Yesterday
City, London
Henderson Drake
Salary: From £35,000 to £50,000 per annum Bonus + Pension + Insurance + Dental
Posted: Yesterday
London
Verticality Ltd
Salary: £60000 - £70000 per annum
Posted: 2 days ago
Fleet, Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000 - £42000 per annum + Benefits
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £45000 - £85000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
Vertical IT
Salary: £38000 - £42000 per annum + excellent benefits
Posted: 2 days ago
City, London
Venturi
Salary: £50000 - £65000 per annum + full bens
Posted: 2 days ago
Reading, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £55000 per annum + benefits
Posted: 2 days ago