The table below looks at the statistics for Data Mining skills in IT jobs advertised across the UK. 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 386 400 421
Rank change year-on-year
+14 +21
Permanent jobs citing Data Mining 715 751 602
As % of all permanent IT jobs located in the UK 0.65% 0.64% 0.55%
As % of the Database & Business Intelligence category 2.11% 2.07% 1.76%
Number of salaries quoted 516 627 472
Average salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,000 £32,500 £32,500
10% offered a salary of more than £75,000 £80,000 £75,000
UK excluding London average salary £45,000 £40,000 £45,000
% change year-on-year
+12.50% -11.11%

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

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
33874 36349 34169
As % of all permanent IT jobs located in the UK 30.93% 31.07% 31.43%
Number of salaries quoted 28558 31032 29440
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 £32,000 £30,000 £30,000
10% offered a salary of more than £70,000 £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

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

Data Mining Jobs Demand Trend in the UK

Data Mining
Salary Trend

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

Data Mining Salary Trend in the UK

Data Mining
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Mining over the 3 months to 31 July 2015 within the UK.

Data Mining Salary Histogram in the UK

Data Mining
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the UK 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
England -1 663 £50,000 - 122
London 0 377 £60,000 - 68
South East +26 104 £48,750 -2.50% 23
City of London -5 84 £60,000 -7.69% 26
North West +7 59 £40,000 +7.38% 3
Hampshire +38 40 £50,000 - 5
Cheshire +30 35 £38,000 - 1
Yorkshire +28 35 £45,000 +12.50% 1
Berkshire +4 33 £56,250 +12.50% 5
East of England -52 29 £45,000 +12.50% 11
Chester +19 28 £38,500 -
Leeds +37 26 £50,000 +5.26% 1
West Yorkshire +31 26 £50,000 +5.26% 1
Manchester -5 24 £45,000 +36.36% 2
Wales +17 22 £47,500 +22.58% 1
East Midlands +3 22 £37,500 -6.25% 5
South Wales +9 20 £47,500 +22.58% 1
South West -12 20 £35,750 -7.74% 4
Cwmbran - 19 £47,500 -
Torfaen - 19 £47,500 -
Cambridgeshire +3 18 £45,000 +9.09% 6
Scotland +14 17 £51,000 +45.71% 5
Wiltshire -3 16 £37,000 +5.71%
Basingstoke - 16 £50,000 - 2
Nottingham +1 14 £35,500 -18.85% 1
Nottinghamshire -1 14 £35,500 -11.25% 2
Reading -1 13 £57,500 +109.09% 4
West Midlands -27 13 £46,250 +15.62% 7
Staffordshire +13 11 £42,500 +6.25% 1
Salisbury -15 9 £28,000 -6.66%

Data Mining
Top 30 Related IT Skills

For the 6 months to 31 July 2015, IT jobs within the UK 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.

1 740 (51.89%) SQL
2 571 (40.04%) Analytics
3 567 (39.76%) Business Intelligence
4 493 (34.57%) Analytical Skills
5 399 (27.98%) Degree
6 365 (25.60%) Finance
7 351 (24.61%) Big Data
8 339 (23.77%) Microsoft
9 330 (23.14%) SQL Server
10 318 (22.30%) Data Warehouse
11 296 (20.76%) MS Excel
12 293 (20.55%) Data Analysis
13 292 (20.48%) SAS
14 284 (19.92%) Python
15 283 (19.85%) R
16 280 (19.64%) Oracle
17 278 (19.50%) Marketing
18 267 (18.72%) ETL
19 258 (18.09%) Statistics
20 247 (17.32%) Visualisation
21 243 (17.04%) Data Modelling
22 218 (15.29%) Hadoop
23 215 (15.08%) SPSS
24 213 (14.94%) Mathematics
25 204 (14.31%) Computer Science
26 195 (13.67%) Java
27 192 (13.46%) Tableau
28 188 (13.18%) Agile Software Development
29 183 (12.83%) SQL Server Integration Services
30 175 (12.27%) Data Management

Data Mining
Top Related IT Skills by Category

For the 6 months to 31 July 2015, IT jobs within the UK 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
1 292 (20.48%) SAS
2 51 (3.58%) Apache Spark
3 48 (3.37%) SharePoint
4 45 (3.16%) Apache Pig
5 30 (2.10%) Elasticsearch
6 13 (0.91%) Tomcat
7 12 (0.84%) Apache
8 10 (0.70%) CMS
9 9 (0.63%) WebSphere
10 8 (0.56%) Apache Solr
11 7 (0.49%) JBoss
11 7 (0.49%) FileNet
12 6 (0.42%) Gentran
12 6 (0.42%) Oracle SOA Suite
13 5 (0.35%) OpenStack
14 3 (0.21%) Lync
14 3 (0.21%) Node.js
14 3 (0.21%) MS Exchange
14 3 (0.21%) WebLogic
14 3 (0.21%) GlassFish
Applications
1 296 (20.76%) MS Excel
2 215 (15.08%) SPSS
3 121 (8.49%) MS Office
4 88 (6.17%) PowerPivot
5 85 (5.96%) MS PowerPoint
6 33 (2.31%) MS Visio
7 32 (2.24%) Spreadsheet
8 14 (0.98%) MS Project
9 11 (0.77%) Stata
10 9 (0.63%) GNU Octave
11 6 (0.42%) Weka
11 6 (0.42%) CPLEX
12 5 (0.35%) S-PLUS
13 3 (0.21%) Gephi
14 2 (0.14%) FastStats
14 2 (0.14%) Photoshop
Business Applications
1 19 (1.33%) Oracle EBS
2 11 (0.77%) Adobe Campaign
3 10 (0.70%) Hyperion Planning
3 10 (0.70%) Dynamics CRM
4 9 (0.63%) Oracle Applications
4 9 (0.63%) Oracle Financials
5 8 (0.56%) HFM
6 5 (0.35%) SAP QM
6 5 (0.35%) SAP InfiniteInsight
6 5 (0.35%) SAP CRM
6 5 (0.35%) SAP MM
7 4 (0.28%) Rolfe and Nolan
7 4 (0.28%) Unica
7 4 (0.28%) RiskWrite
7 4 (0.28%) Pegasus Opera
8 3 (0.21%) SAP SD
9 2 (0.14%) WebTrends
9 2 (0.14%) SAP Oil and Gas
9 2 (0.14%) Remedy ITSM
9 2 (0.14%) Remedy AR System
Cloud Services
1 48 (3.37%) Amazon AWS
1 48 (3.37%) PaaS
2 21 (1.47%) Google Analytics
3 18 (1.26%) SaaS
4 13 (0.91%) Microsoft Azure
5 11 (0.77%) Amazon EMR
6 8 (0.56%) Office 365
6 8 (0.56%) Cloud Computing
7 6 (0.42%) Azure Machine Learning
8 5 (0.35%) Amazon EC2
9 3 (0.21%) Amazon S3
9 3 (0.21%) Google Cloud Platform
9 3 (0.21%) Amazon Kinesis
10 2 (0.14%) AWS Elastic Beanstalk
10 2 (0.14%) Amazon ELB
10 2 (0.14%) IaaS
10 2 (0.14%) SmartFocus
10 2 (0.14%) Adobe Analytics
11 1 (0.070%) Route 53
Communications & Networking
1 19 (1.33%) WAN
2 18 (1.26%) LAN
3 14 (0.98%) SAN
4 11 (0.77%) Internet
5 10 (0.70%) Firewall
5 10 (0.70%) TCP/IP
6 9 (0.63%) LDAP
7 7 (0.49%) Ethernet
7 7 (0.49%) HTTP
7 7 (0.49%) Wireless
7 7 (0.49%) Cisco Nexus
8 6 (0.42%) HTTPS
9 5 (0.35%) DNS
9 5 (0.35%) Intrusion Detection
9 5 (0.35%) VLAN
9 5 (0.35%) TACACS
9 5 (0.35%) GoToMeeting
9 5 (0.35%) Fibre Channel
10 4 (0.28%) 4G
10 4 (0.28%) Cisco ASA
Database & Business Intelligence
1 351 (24.61%) Big Data
2 330 (23.14%) SQL Server
3 318 (22.30%) Data Warehouse
4 218 (15.29%) Hadoop
5 183 (12.83%) SQL Server Integration Services
6 142 (9.96%) SQL Server Reporting Services
7 131 (9.19%) Relational Database
8 128 (8.98%) SQL Server Analysis Services
9 123 (8.63%) QlikView
9 123 (8.63%) OLAP
10 96 (6.73%) BusinessObjects
11 78 (5.47%) NoSQL
12 75 (5.26%) Oracle Database
13 71 (4.98%) Apache Hive
14 67 (4.70%) Oracle OLAP
15 63 (4.42%) Text Mining
16 61 (4.28%) Oracle BI EE
17 48 (3.37%) MongoDB
18 45 (3.16%) Oracle Database 11g
18 45 (3.16%) Spotfire
Development Applications
1 26 (1.82%) Toad
2 24 (1.68%) Git (software)
3 15 (1.05%) SQL Server Management Studio (SSMS)
4 13 (0.91%) Subversion
5 12 (0.84%) JUnit
6 9 (0.63%) Visual Studio
7 8 (0.56%) Maven
7 8 (0.56%) EasyMock
8 7 (0.49%) Ant
9 6 (0.42%) JIRA
9 6 (0.42%) Selenium
9 6 (0.42%) Talend Open Studio
9 6 (0.42%) Gradle
10 5 (0.35%) Team Foundation Server
10 5 (0.35%) ERwin
10 5 (0.35%) Oracle APEX
10 5 (0.35%) Eclipse
11 4 (0.28%) VSS/SourceSafe
11 4 (0.28%) Oracle Forms
11 4 (0.28%) Jenkins
General
1 365 (25.60%) Finance
2 278 (19.50%) Marketing
3 109 (7.64%) Telecoms
4 101 (7.08%) Retail
5 97 (6.80%) Banking
6 76 (5.33%) Advertising
7 56 (3.93%) Legal
8 35 (2.45%) Games
9 29 (2.03%) Publishing
10 27 (1.89%) Financial Institution
11 21 (1.47%) Multimedia
12 20 (1.40%) Manufacturing
13 15 (1.05%) Billing
13 15 (1.05%) Investment Banking
13 15 (1.05%) Law
14 14 (0.98%) Automotive
15 7 (0.49%) Pharmaceutical
16 6 (0.42%) Electronics
17 5 (0.35%) Front Office
18 4 (0.28%) Back Office
Job Titles
1 464 (32.54%) Analyst
2 230 (16.13%) Developer
3 210 (14.73%) Data Scientist
4 178 (12.48%) Data Analyst
5 124 (8.70%) Consultant
6 122 (8.56%) Architect
7 84 (5.89%) Business Analyst
8 75 (5.26%) Senior Analyst
9 70 (4.91%) Business Intelligence Developer
10 67 (4.70%) Business Intelligence Consultant
11 62 (4.35%) Senior Developer
12 59 (4.14%) Data Architect
13 44 (3.09%) Business Developer
14 42 (2.95%) SQL Developer
15 37 (2.59%) Business Intelligence Analyst
15 37 (2.59%) Insight Analyst
16 36 (2.52%) Oracle Developer
16 36 (2.52%) Solutions Architect
17 32 (2.24%) Support Analyst
17 32 (2.24%) Data Manager
Libraries, Frameworks & Software Standards
1 57 (4.00%) .NET
2 48 (3.37%) Web Services
3 42 (2.95%) HTML
4 38 (2.66%) MDX
5 35 (2.45%) XML
6 33 (2.31%) Natural Language Processing
7 25 (1.75%) D3.js
8 22 (1.54%) Pandas
9 21 (1.47%) Spring
10 18 (1.26%) ASP.NET
10 18 (1.26%) Kafka
11 16 (1.12%) CSS
12 15 (1.05%) J2EE
12 15 (1.05%) Hibernate
12 15 (1.05%) REST
13 14 (0.98%) SOAP
14 12 (0.84%) Middleware
15 10 (0.70%) SciPy
15 10 (0.70%) scikit-learn
16 9 (0.63%) XSLT
Miscellaneous
1 493 (34.57%) Analytical Skills
2 258 (18.09%) Statistics
3 247 (17.32%) Visualisation
4 213 (14.94%) Mathematics
5 204 (14.31%) Computer Science
6 135 (9.47%) Algorithms
7 108 (7.57%) Management Information System
8 93 (6.52%) Data Integration
9 65 (4.56%) Data Structures
10 61 (4.28%) Physics
11 49 (3.44%) Neural Network
12 48 (3.37%) Economics
13 42 (2.95%) Credit Risk
14 40 (2.81%) Data Extraction
15 34 (2.38%) Data Conversion
16 28 (1.96%) Data Protection Act
17 27 (1.89%) Social Network
18 26 (1.82%) Replication
18 26 (1.82%) Data Centre
19 22 (1.54%) User Experience
Operating Systems
1 101 (7.08%) Linux
2 72 (5.05%) Windows
3 28 (1.96%) UNIX
4 10 (0.70%) Red Hat Enterprise Linux
5 6 (0.42%) Windows 7
6 5 (0.35%) Ubuntu
7 4 (0.28%) Windows Server 2008
8 3 (0.21%) Windows Server 2012
9 2 (0.14%) Android
9 2 (0.14%) Solaris
10 1 (0.070%) Mac OS X
10 1 (0.070%) Apple iOS
10 1 (0.070%) Windows 8
Processes & Methodologies
1 571 (40.04%) Analytics
2 567 (39.76%) Business Intelligence
3 293 (20.55%) Data Analysis
4 267 (18.72%) ETL
5 243 (17.04%) Data Modelling
6 188 (13.18%) Agile Software Development
7 175 (12.27%) Data Management
8 129 (9.05%) Predictive Modelling
9 125 (8.77%) CRM
10 124 (8.70%) Project Management
11 111 (7.78%) Statistical Analysis
12 102 (7.15%) Information Management
13 101 (7.08%) Machine Learning
14 93 (6.52%) Data Architecture
15 92 (6.45%) Data Analytics
16 89 (6.24%) Statistical Modelling
17 86 (6.03%) Stakeholder Management
18 80 (5.61%) E-Commerce
19 78 (5.47%) Predictive Analytics
20 72 (5.05%) Migration
Programming Languages
1 740 (51.89%) SQL
2 284 (19.92%) Python
3 283 (19.85%) R
4 195 (13.67%) Java
5 170 (11.92%) T-SQL
6 88 (6.17%) C#
7 81 (5.68%) VBA
8 77 (5.40%) PL/SQL
9 72 (5.05%) C++
10 62 (4.35%) MATLAB
11 52 (3.65%) C
12 43 (3.02%) Scala
13 38 (2.66%) JavaScript
14 34 (2.38%) Perl
15 29 (2.03%) Ruby
16 28 (1.96%) VB
17 24 (1.68%) Bash Shell
18 19 (1.33%) Shell Script
19 15 (1.05%) VB.NET
19 15 (1.05%) PHP
Qualifications
1 399 (27.98%) Degree
2 94 (6.59%) PhD
3 28 (1.96%) Security Cleared
4 22 (1.54%) Oracle Certification
5 19 (1.33%) OCP
6 16 (1.12%) Cisco Certification
7 13 (0.91%) CCNA
8 12 (0.84%) ISEB
8 12 (0.84%) Microsoft Certification
8 12 (0.84%) CISA
9 10 (0.70%) DV Cleared
10 9 (0.63%) CCNP
11 8 (0.56%) MCITP
12 7 (0.49%) MCP
13 6 (0.42%) MCSD
13 6 (0.42%) CCIP
13 6 (0.42%) MCDBA
14 5 (0.35%) HND
14 5 (0.35%) CITP
14 5 (0.35%) CISM
Quality Assurance & Compliance
1 63 (4.42%) Data Quality
2 39 (2.73%) QA
3 13 (0.91%) SLA
4 12 (0.84%) ISO 9001
5 10 (0.70%) COBIT
6 8 (0.56%) ISO/IEC 27001
7 7 (0.49%) ISO 14001
8 6 (0.42%) Solvency II
9 4 (0.28%) Basel II
10 3 (0.21%) Dodd-Frank
11 2 (0.14%) AIFMD
11 2 (0.14%) EMIR
11 2 (0.14%) PCI DSS
11 2 (0.14%) MiFID
12 1 (0.070%) Sarbanes-Oxley
12 1 (0.070%) ISO/IEC 20000
System Software
1 18 (1.26%) HDFS
2 11 (0.77%) Active Directory
3 9 (0.63%) vSphere
4 5 (0.35%) VMware ESX
4 5 (0.35%) VMware Infrastructure
4 5 (0.35%) KVM
5 4 (0.28%) Oracle RAC
6 3 (0.21%) vCloud
6 3 (0.21%) Hyper-V
6 3 (0.21%) Snort
6 3 (0.21%) XenServer
7 1 (0.070%) EMC RecoverPoint
7 1 (0.070%) UAG
7 1 (0.070%) XenApp
Systems Management
1 9 (0.63%) Puppet
2 6 (0.42%) Netcool
3 5 (0.35%) WSUS
3 5 (0.35%) SCCM
4 3 (0.21%) Opscode Chef
5 1 (0.070%) SolarWinds Orion
5 1 (0.070%) HP UCMDB
5 1 (0.070%) CA Endevor
5 1 (0.070%) EMC NetWorker
5 1 (0.070%) Nagios
Vendors
1 339 (23.77%) Microsoft
2 280 (19.64%) Oracle
3 192 (13.46%) Tableau
4 94 (6.59%) SAP
5 90 (6.31%) IBM
6 60 (4.21%) Cognos
7 43 (3.02%) Netezza
8 39 (2.73%) Informatica
9 34 (2.38%) MicroStrategy
10 32 (2.24%) Google
11 31 (2.17%) Teradata
12 30 (2.10%) Salesforce.com
13 23 (1.61%) Vertica
14 20 (1.40%) Cisco
14 20 (1.40%) Ab Initio
14 20 (1.40%) DataFlux
15 19 (1.33%) Greenplum
15 19 (1.33%) Cloudera
16 18 (1.26%) Omniture
17 16 (1.12%) Alterian
City, London
Deerfoot IT
Salary: £75000 - £90000 per annum + Bonus + car allowance
Posted: 2 hours ago
London
CLIENT SERVER
Salary: £40k to £55k + benefits
Posted: 5 hours ago
London
Churchill Frank
Posted: 5 hours ago
Peterborough, Cambridgeshire
Venturi
Salary: £70000 - £93000 per annum + Bonus + Benefits
Posted: 5 hours ago
Weybridge, Surrey
Hays IT - Uk Posting account
Salary: £300.00 - £350.00 per day
Posted: 5 hours ago
Weybridge, Surrey
HAYS INFORMATION TECHNOLOGY
Salary: £300.00 - £350.00 per day
Posted: 9 hours ago
London
Jonathan Garth
Salary: From £65,000 to £90,000 per annum Excellent Package
Posted: 11 hours ago
Mansfield, Nottinghamshire
The Coal Authority
Salary: Competitive
Posted: 11 hours ago
London
Digitech Resourcing Ltd
Salary: From £40,000 to £45,000 per annum + Benefits
Posted: 12 hours ago
Aylesbury, Buckinghamshire
IT Connections
Salary: to £46,000
Posted: 12 hours ago
City, London
Venturi
Salary: £20000.00 - £24000.00 per annum + 10% bonus and benefits
Posted: 12 hours ago
Northampton, Northamptonshire
McGregor Boyall
Salary: £450 - £500 per day
Posted: 13 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: £70’000 to £90 000
Posted: 14 hours ago
Newbury, Berkshire
Vodafone
Salary: Bonus, 28 days holiday, pension, flexible benefits
Posted: 14 hours ago
Central London / West End
Client Server
Salary: £40k to £55k + benefits
Posted: 14 hours ago
Ipswich, Suffolk
ECM Selection
Salary: to £40k plus benefits
Posted: 18 hours ago
City, London
Senitor Associates
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: 20 hours ago
City, London
Lloyds Banking Group
Salary: £50000 - £70000 per annum + Bens
Posted: 20 hours ago
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: Yesterday