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 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Mining
Rank 373 413 408
Rank change year-on-year
+40 -5
Permanent jobs citing Data Mining 778 642 671
As % of all permanent IT jobs located in the UK 0.69% 0.59% 0.58%
As % of the Database & Business Intelligence category 2.33% 1.83% 1.77%
Number of salaries quoted 656 512 580
Average salary £50,000 £45,000 £47,500
Average salary % change year-on-year
+11.11% -5.26%
90% offered a salary of more than £32,500 £30,000 £31,300
10% offered a salary of more than £70,000 £75,000 £70,000
UK excluding London average salary £42,500 £39,500 £40,000
% change year-on-year
+7.59% -1.25%

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
33389 35123 37914
As % of all permanent IT jobs located in the UK 29.81% 32.08% 32.83%
Number of salaries quoted 28656 29917 33820
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £70,000 £62,500 £67,500
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +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 19 December 2014 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 19 December 2014. 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 +30 705 £50,000 +11.11% 83
London +60 394 £57,500 -4.16% 38
South East +30 113 £45,000 -5.26% 8
City of London +44 83 £56,500 +13.00% 18
East of England -33 58 £55,000 +66.66% 12
Yorkshire -1 55 £35,000 -12.50% 8
West Yorkshire +26 54 £35,000 -15.15% 7
Surrey +33 41 £45,000 +24.13% 3
Wales +41 37 £42,500 +41.66% 1
South Wales +43 36 £42,500 +41.66% 1
Leeds +16 33 £40,000 -5.88% 5
Cambridgeshire +13 31 £60,000 +50.00% 5
Cwmbran - 29 £42,500 -
Torfaen - 29 £42,500 -
West Midlands +2 26 £40,000 +6.66% 6
North West -24 25 £45,000 +38.46% 2
Berkshire -5 24 £55,000 -6.38%
Scotland +8 20 £50,000 +11.11% 3
Manchester -16 17 £40,000 +23.07% 2
East Midlands +25 15 £45,000 +42.85% 4
Buckinghamshire +13 15 £42,500 -5.55% 1
South West -10 15 £35,000 +55.55% 4
Hertfordshire -31 13 £51,250 +36.66% 6
Edinburgh +4 12 £50,000 -28.57%
Milton Keynes +10 11 £42,500 -19.04% 1
Nottinghamshire +14 10 £43,500 +85.95% 2
Slough -7 9 £50,000 -18.36%
Hampshire -22 9 £38,000 +7.80% 3
Essex -36 9 £38,500 +28.33%
Staffordshire - 9 £40,000 - 3

Data Mining
Top 30 Related IT Skills

For the 6 months to 19 December 2014, 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.

1 813 (56.58%) SQL
2 486 (33.82%) Analytical Skills
3 441 (30.69%) Analytics
4 432 (30.06%) Business Intelligence
5 421 (29.30%) Finance
6 391 (27.21%) SQL Server
7 387 (26.93%) Data Warehouse
8 355 (24.70%) Degree
9 337 (23.45%) Data Analysis
10 334 (23.24%) MS Excel
11 268 (18.65%) ETL
12 267 (18.58%) SAS
13 264 (18.37%) Oracle
14 262 (18.23%) Microsoft
15 260 (18.09%) Big Data
16 239 (16.63%) SQL Server Integration Services
17 230 (16.01%) Marketing
18 221 (15.38%) Java
19 219 (15.24%) SQL Server Reporting Services
20 189 (13.15%) Statistics
21 185 (12.87%) Mathematics
22 179 (12.46%) SPSS
22 179 (12.46%) R
23 176 (12.25%) Retail
24 175 (12.18%) Python
25 171 (11.90%) CRM
25 171 (11.90%) Computer Science
26 169 (11.76%) SQL Server Analysis Services
27 161 (11.20%) Hadoop
27 161 (11.20%) Relational Database

Data Mining
Top Related IT Skills by Category

For the 6 months to 19 December 2014, 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
1 267 (18.58%) SAS
2 70 (4.87%) Apache Pig
3 57 (3.97%) SharePoint
4 28 (1.95%) Tomcat
5 25 (1.74%) WebLogic
5 25 (1.74%) JBoss
5 25 (1.74%) WebSphere
6 18 (1.25%) Oracle Coherence
6 18 (1.25%) GlassFish
7 14 (0.97%) Apache
8 11 (0.77%) Apache Spark
9 10 (0.70%) CMS
10 9 (0.63%) MS Exchange
11 8 (0.56%) IIS
12 7 (0.49%) Node.js
13 6 (0.42%) Exchange Server 2010
13 6 (0.42%) Exchange Server 2013
13 6 (0.42%) SharePoint Server
13 6 (0.42%) nginx
14 5 (0.35%) Apache Solr
Applications
1 334 (23.24%) MS Excel
2 179 (12.46%) SPSS
3 119 (8.28%) MS Office
4 41 (2.85%) MS Visio
5 39 (2.71%) PowerPivot
6 31 (2.16%) Spreadsheet
7 30 (2.09%) MS PowerPoint
8 21 (1.46%) CPLEX
9 20 (1.39%) MS Project
10 14 (0.97%) Stata
11 6 (0.42%) Photoshop
11 6 (0.42%) FastStats
12 3 (0.21%) Gephi
12 3 (0.21%) Adobe Illustrator
13 2 (0.14%) Mingle
14 1 (0.070%) Weka
14 1 (0.070%) EViews
Business Applications
1 40 (2.78%) Google Analytics
2 17 (1.18%) Dynamics CRM
3 9 (0.63%) Markit EDM
4 8 (0.56%) Oracle 11i
4 8 (0.56%) Oracle EBS
4 8 (0.56%) Cognos TM1
5 6 (0.42%) Hyperion Planning
5 6 (0.42%) HFM
6 5 (0.35%) SalesLogix
6 5 (0.35%) SAP InfiniteInsight
6 5 (0.35%) Pivotal CRM
6 5 (0.35%) SAP CRM
7 4 (0.28%) WebTrends
7 4 (0.28%) SAP Business One
8 3 (0.21%) SAP Oil and Gas
9 2 (0.14%) Agresso
9 2 (0.14%) Remedy ITSM
10 1 (0.070%) Maximo
10 1 (0.070%) Cognos Planning
10 1 (0.070%) SAP BPC
Cloud Services
1 53 (3.69%) SaaS
2 31 (2.16%) PaaS
3 30 (2.09%) Cloud Computing
4 17 (1.18%) Amazon AWS
5 14 (0.97%) CloudBees
6 11 (0.77%) Microsoft Azure
7 8 (0.56%) Google Cloud Platform
8 7 (0.49%) Amazon SQS
8 7 (0.49%) Amazon EMR
9 6 (0.42%) Amazon EC2
10 4 (0.28%) Trello
11 3 (0.21%) Amazon S3
Communications & Networking
1 18 (1.25%) Internet
2 16 (1.11%) WAN
3 12 (0.84%) Firewall
4 11 (0.77%) HTTP
4 11 (0.77%) MPLS
5 10 (0.70%) LAN
5 10 (0.70%) NetScaler
6 9 (0.63%) Cisco Nexus
6 9 (0.63%) VPN
6 9 (0.63%) Cisco ASA
7 8 (0.56%) Intrusion Detection
7 8 (0.56%) TCP/IP
7 8 (0.56%) Cisco IOS
7 8 (0.56%) Cisco PIX
8 6 (0.42%) Wireless
9 5 (0.35%) SAN
9 5 (0.35%) Broadband
10 4 (0.28%) SMS
10 4 (0.28%) Intranet
10 4 (0.28%) Network Security
Database & Business Intelligence
1 391 (27.21%) SQL Server
2 387 (26.93%) Data Warehouse
3 260 (18.09%) Big Data
4 239 (16.63%) SQL Server Integration Services
5 219 (15.24%) SQL Server Reporting Services
6 169 (11.76%) SQL Server Analysis Services
7 161 (11.20%) Hadoop
7 161 (11.20%) Relational Database
8 95 (6.61%) OLAP
9 94 (6.54%) SQL Server 2008
10 77 (5.36%) QlikView
11 73 (5.08%) SQL Server 2012
12 67 (4.66%) MySQL
13 66 (4.59%) Oracle Database
14 59 (4.11%) MongoDB
15 52 (3.62%) NoSQL
16 47 (3.27%) Apache Hive
17 42 (2.92%) Oracle OLAP
18 41 (2.85%) VLDB
19 38 (2.64%) DB2
Development Applications
1 35 (2.44%) Eclipse
2 30 (2.09%) Subversion
3 29 (2.02%) Team Foundation Server
4 19 (1.32%) Maven
4 19 (1.32%) Ant
4 19 (1.32%) JUnit
5 18 (1.25%) Visual Studio
5 18 (1.25%) Oracle Forms
5 18 (1.25%) Gradle
6 15 (1.04%) SQL Server Management Studio (SSMS)
7 14 (0.97%) NetBeans
8 9 (0.63%) Git (software)
9 7 (0.49%) JIRA
10 6 (0.42%) ProC
11 5 (0.35%) ReSharper
11 5 (0.35%) Talend Open Studio
11 5 (0.35%) Moq
11 5 (0.35%) SoapUI
11 5 (0.35%) Jenkins
12 4 (0.28%) Oracle APEX
General
1 421 (29.30%) Finance
2 230 (16.01%) Marketing
3 176 (12.25%) Retail
4 134 (9.32%) Banking
5 76 (5.29%) Telecoms
6 73 (5.08%) Advertising
7 39 (2.71%) Investment Banking
8 35 (2.44%) Legal
9 32 (2.23%) Manufacturing
10 25 (1.74%) Billing
11 24 (1.67%) Front Office
12 22 (1.53%) Financial Institution
13 15 (1.04%) Law
14 14 (0.97%) Games
15 12 (0.84%) Automotive
16 11 (0.77%) Pharmaceutical
17 9 (0.63%) Back Office
17 9 (0.63%) French Language
18 6 (0.42%) Publishing
19 5 (0.35%) Electronics
Job Titles
1 532 (37.02%) Analyst
2 288 (20.04%) Developer
3 166 (11.55%) Data Analyst
4 139 (9.67%) Data Scientist
5 138 (9.60%) Business Analyst
6 126 (8.77%) Consultant
7 96 (6.68%) Business Intelligence Developer
8 63 (4.38%) Architect
9 55 (3.83%) Senior Analyst
10 53 (3.69%) Business Intelligence Consultant
11 52 (3.62%) Insight Analyst
12 51 (3.55%) Business Intelligence Analyst
13 38 (2.64%) Marketing Analyst
14 37 (2.57%) Support Analyst
15 33 (2.30%) Administrator
16 32 (2.23%) Java Developer
16 32 (2.23%) DBA
17 30 (2.09%) Data Architect
17 30 (2.09%) Systems Analyst
17 30 (2.09%) MI Analyst
Libraries, Frameworks & Software Standards
1 115 (8.00%) .NET
2 89 (6.19%) XML
3 55 (3.83%) HTML
4 44 (3.06%) Web Services
5 39 (2.71%) CSS
6 36 (2.51%) JSP
7 34 (2.37%) Servlets
8 33 (2.30%) jQuery
9 31 (2.16%) Spring
10 30 (2.09%) ASP.NET
11 27 (1.88%) .NET Framework
12 23 (1.60%) MDX
12 23 (1.60%) HTML5
13 22 (1.53%) JMS
13 22 (1.53%) REST
14 21 (1.46%) SOAP
15 18 (1.25%) Hibernate
16 17 (1.18%) iBATIS
17 14 (0.97%) CSS3
18 13 (0.90%) Pandas
Miscellaneous
1 486 (33.82%) Analytical Skills
2 189 (13.15%) Statistics
3 185 (12.87%) Mathematics
4 171 (11.90%) Computer Science
5 155 (10.79%) Visualisation
6 132 (9.19%) Algorithms
7 95 (6.61%) Management Information System
8 55 (3.83%) Neural Network
9 48 (3.34%) Economics
9 48 (3.34%) User Experience
10 39 (2.71%) Physics
11 37 (2.57%) Open Source
11 37 (2.57%) Artificial Intelligence
12 35 (2.44%) Data Structures
13 31 (2.16%) Data Integration
14 25 (1.74%) Data Conversion
14 25 (1.74%) Applied Mathematics
15 23 (1.60%) Data Extraction
16 22 (1.53%) Digital Media
17 21 (1.46%) FMCG
Operating Systems
1 97 (6.75%) Windows
2 73 (5.08%) Linux
3 63 (4.38%) UNIX
4 20 (1.39%) Windows Server 2008
5 16 (1.11%) Apple iOS
6 12 (0.84%) Windows Server 2012
7 10 (0.70%) Windows 7
7 10 (0.70%) Windows Server 2003
8 8 (0.56%) Ubuntu
9 6 (0.42%) Android
9 6 (0.42%) Red Hat Enterprise Linux
10 5 (0.35%) CentOS
11 4 (0.28%) Windows 8
12 1 (0.070%) Windows XP
Processes & Methodologies
1 441 (30.69%) Analytics
2 432 (30.06%) Business Intelligence
3 337 (23.45%) Data Analysis
4 268 (18.65%) ETL
5 171 (11.90%) CRM
6 160 (11.13%) Data Modelling
7 147 (10.23%) Agile Software Development
8 136 (9.46%) E-Commerce
9 123 (8.56%) Project Management
10 109 (7.59%) Predictive Modelling
11 108 (7.52%) ITIL
12 91 (6.33%) Machine Learning
12 91 (6.33%) Statistical Modelling
13 87 (6.05%) Data Management
14 83 (5.78%) Business Analysis
15 72 (5.01%) Kimball Methodology
16 69 (4.80%) Statistical Analysis
17 65 (4.52%) Service Management
18 62 (4.31%) OO
19 61 (4.24%) Data Architecture
Programming Languages
1 813 (56.58%) SQL
2 221 (15.38%) Java
3 179 (12.46%) R
4 175 (12.18%) Python
5 141 (9.81%) T-SQL
6 135 (9.39%) C#
7 90 (6.26%) VBA
8 86 (5.98%) PL/SQL
9 81 (5.64%) C++
10 77 (5.36%) JavaScript
10 77 (5.36%) MATLAB
11 60 (4.18%) Ruby
12 57 (3.97%) VB
13 42 (2.92%) PHP
13 42 (2.92%) Scala
14 22 (1.53%) VB.NET
15 19 (1.32%) Clojure
16 17 (1.18%) C
17 14 (0.97%) Perl
18 10 (0.70%) F#
Qualifications
1 355 (24.70%) Degree
2 66 (4.59%) PhD
3 32 (2.23%) ISEB
4 20 (1.39%) Microsoft Certification
5 17 (1.18%) Security Cleared
6 12 (0.84%) SC Cleared
6 12 (0.84%) ISTQB
7 11 (0.77%) MCITP
7 11 (0.77%) MCDBA
7 11 (0.77%) MCP
7 11 (0.77%) MCSD
8 10 (0.70%) CCIE
8 10 (0.70%) CCNP
8 10 (0.70%) Cisco Certification
8 10 (0.70%) ITIL Certification
8 10 (0.70%) NVQ Level 3
8 10 (0.70%) ISTQB Foundation Certification
9 8 (0.56%) CCNA
10 6 (0.42%) MCSA
10 6 (0.42%) CISA
Quality Assurance & Compliance
1 49 (3.41%) QA
2 23 (1.60%) Basel II
3 19 (1.32%) ISO 9001
4 17 (1.18%) SLA
5 9 (0.63%) Solvency II
6 6 (0.42%) ISO/IEC 27001
6 6 (0.42%) COBIT
7 4 (0.28%) Data Quality
7 4 (0.28%) Dodd-Frank
8 3 (0.21%) EMIR
8 3 (0.21%) PCI DSS
8 3 (0.21%) Basel III
8 3 (0.21%) Sarbanes-Oxley
9 1 (0.070%) GCP
9 1 (0.070%) GMP
9 1 (0.070%) GLP
9 1 (0.070%) MiFID
9 1 (0.070%) GAAP
System Software
1 24 (1.67%) Active Directory
2 12 (0.84%) Oracle RAC
3 11 (0.77%) HDFS
4 8 (0.56%) Apache Flume
4 8 (0.56%) Firmware
4 8 (0.56%) Snort
5 7 (0.49%) VMware Infrastructure
5 7 (0.49%) Hyper-V
6 4 (0.28%) Xen
7 3 (0.21%) vSphere
7 3 (0.21%) VirtualBox
8 2 (0.14%) XenApp
8 2 (0.14%) Squid
9 1 (0.070%) Microsoft App-V
9 1 (0.070%) XenServer
9 1 (0.070%) XenDesktop
9 1 (0.070%) EMC RecoverPoint
9 1 (0.070%) Docker
9 1 (0.070%) UAG
9 1 (0.070%) NFS
Systems Management
1 6 (0.42%) SCCM
1 6 (0.42%) SCOM
1 6 (0.42%) Opscode Chef
2 5 (0.35%) Vagrant
2 5 (0.35%) Puppet
3 3 (0.21%) Cacti
3 3 (0.21%) Nagios
3 3 (0.21%) Ansible
4 2 (0.14%) Control-M
5 1 (0.070%) CA SiteMinder
5 1 (0.070%) CA Endevor
5 1 (0.070%) EMC NetWorker
5 1 (0.070%) HP UCMDB
Vendors
1 264 (18.37%) Oracle
2 262 (18.23%) Microsoft
3 97 (6.75%) Business Objects
4 77 (5.36%) Tableau
5 67 (4.66%) Teradata
6 60 (4.18%) SAP
7 51 (3.55%) IBM
7 51 (3.55%) Google
8 43 (2.99%) Cognos
9 37 (2.57%) Netezza
10 35 (2.44%) Informatica
11 30 (2.09%) MicroStrategy
12 21 (1.46%) Omniture
13 20 (1.39%) Sybase
14 19 (1.32%) Ab Initio
15 17 (1.18%) Adobe
16 16 (1.11%) Hyperion
16 16 (1.11%) Jaspersoft
17 15 (1.04%) Hitachi
17 15 (1.04%) Cisco
London
Harnham
Salary: £35000 - £55000 per annum + bonus
Posted: Yesterday
York, North Yorkshire
Senitor Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
London
Salt
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: Yesterday
Gateshead, Tyne and Wear
Solutions Recruitment
Salary: From £35,000 to £36,000 per annum
Posted: Yesterday
Glasgow, Lanarkshire
Harvey Nash plc
Salary: DOE + Excellent Benefits
Posted: Yesterday
Portsmouth, Hampshire
BAE Systems
Salary: £40000 - £41000 per annum
Posted: Yesterday
London
Davanti Solutions
Salary: Up to £50,000 per annum
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bens
Posted: 2 days ago
Warwickshire
Kyna Associates
Salary: £25000 - £60000 Per Annum negotiable,
Posted: 2 days ago
London
Nicoll Curtin
Salary: £40000.00 - £50000.00 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Parallel Consulting
Salary: £30000 - £32000 per annum + car
Posted: 2 days ago
Stafford, Staffordshire
Roc Search
Salary: £35000 - £40000 per annum + benefits
Posted: 2 days ago
Leeds, West Yorkshire
Head Resourcing
Salary: £35000 - £45000 per annum + benefits package inc pension
Posted: 2 days ago
Basingstoke, Hampshire
Talent Spa
Salary: Competitive
Posted: 2 days ago
City, London
Experis Ltd
Salary: £25000 - £31000 per annum + excellent benefits
Posted: 2 days ago
Guildford, Surrey
ANSON MCCADE
Salary: From £70,000 to £95,000 per annum plus competitive package
Posted: 3 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 3 days ago
London
DataSciences Consulting
Salary: Bonus
Posted: 3 days ago
Surrey
Randstad Technologies
Posted: 3 days ago
London
Burns Sheehan
Salary: £65000 - £75000 per annum + Equity + Package
Posted: 3 days ago