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

Location
3 months to
23 Jan 2015
Same period 2014 Same period 2013
Data Mining
Rank 367 416 413
Rank change year-on-year
+49 -3
Permanent jobs citing Data Mining 755 599 624
As % of all permanent IT jobs located in the UK 0.71% 0.58% 0.57%
As % of the Database & Business Intelligence category 2.39% 1.81% 1.73%
Number of salaries quoted 636 477 531
Average salary £47,500 £47,500 £47,500
90% offered a salary of more than £30,000 £30,000 £32,000
10% offered a salary of more than £70,000 £80,000 £72,500
UK excluding London average salary £42,500 £38,500 £41,000
% change year-on-year
+10.38% -6.09%

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
31598 33122 36009
As % of all permanent IT jobs located in the UK 29.91% 31.87% 33.04%
Number of salaries quoted 27175 28145 32046
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

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 23 January 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 23 January 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 +42 666 £50,000 +5.26% 119
London +5 348 £57,500 -4.16% 63
South East +19 109 £44,000 -2.22% 13
City of London +13 80 £52,500 +1.69% 13
Yorkshire +14 57 £35,000 -6.66% 5
West Yorkshire +34 55 £35,000 -6.66% 3
East of England -6 54 £45,000 +20.00% 5
Wales +38 53 £42,500 +41.66% 4
South Wales +38 52 £42,500 +41.66% 4
Torfaen - 46 £42,500 -
Cwmbran - 46 £42,500 -
Surrey +26 45 £45,000 +20.00% 4
Leeds +13 36 £35,000 -4.76% 3
West Midlands -5 31 £40,000 +15.10% 5
North West -9 26 £46,250 +42.30% 11
East Midlands +38 23 £45,000 +42.85% 3
Nottinghamshire +35 22 £42,500 +13.33% 1
Cambridgeshire +19 21 £60,000 +50.00% 4
Nottingham +34 20 £43,750 +16.66% 1
Scotland +20 20 £50,000 +5.26% 3
Hertfordshire -20 19 £43,750 +25.00% 1
Berkshire +3 17 £52,500 -12.50% 1
Manchester -5 16 £40,000 +23.07% 5
South West -11 14 £35,500 +57.77% 11
Buckinghamshire +10 13 £42,500 -5.55% 2
Guildford +2 12 £45,000 +20.00% 4
Hampshire -8 12 £38,000 +26.66% 1
Glasgow +12 10 £55,000 +22.22% 1
Staffordshire - 10 £40,000 - 1
Edinburgh +5 9 £50,000 - 1

Data Mining
Top 30 Related IT Skills

For the 6 months to 23 January 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.

1 777 (55.70%) SQL
2 481 (34.48%) Analytical Skills
3 449 (32.19%) Business Intelligence
4 424 (30.39%) Analytics
5 412 (29.53%) SQL Server
6 389 (27.89%) Data Warehouse
7 388 (27.81%) Finance
8 342 (24.52%) Data Analysis
9 322 (23.08%) MS Excel
10 321 (23.01%) Degree
11 278 (19.93%) Oracle
12 276 (19.78%) ETL
13 271 (19.43%) Marketing
14 270 (19.35%) Big Data
15 260 (18.64%) SAS
16 252 (18.06%) Microsoft
17 229 (16.42%) SQL Server Integration Services
18 224 (16.06%) SQL Server Reporting Services
19 202 (14.48%) SPSS
20 193 (13.84%) Python
21 189 (13.55%) R
22 188 (13.48%) Java
23 187 (13.41%) Statistics
24 177 (12.69%) Data Modelling
25 171 (12.26%) Visualisation
26 162 (11.61%) CRM
27 156 (11.18%) SQL Server Analysis Services
28 155 (11.11%) Mathematics
28 155 (11.11%) Hadoop
29 150 (10.75%) Relational Database

Data Mining
Top Related IT Skills by Category

For the 6 months to 23 January 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
1 260 (18.64%) SAS
2 64 (4.59%) SharePoint
3 50 (3.58%) Apache Pig
4 32 (2.29%) Oracle Coherence
5 16 (1.15%) Apache
6 15 (1.08%) WebLogic
6 15 (1.08%) JBoss
6 15 (1.08%) WebSphere
7 12 (0.86%) Tomcat
7 12 (0.86%) MS Exchange
7 12 (0.86%) Apache Spark
8 10 (0.72%) CMS
8 10 (0.72%) GlassFish
9 8 (0.57%) Exchange Server 2013
10 7 (0.50%) Node.js
11 6 (0.43%) nginx
11 6 (0.43%) Exchange Server 2010
12 5 (0.36%) IIS
13 4 (0.29%) SharePoint Server
14 3 (0.22%) Elasticsearch
Applications
1 322 (23.08%) MS Excel
2 202 (14.48%) SPSS
3 125 (8.96%) MS Office
4 58 (4.16%) MS Visio
5 49 (3.51%) PowerPivot
6 36 (2.58%) MS PowerPoint
7 26 (1.86%) Spreadsheet
7 26 (1.86%) MS Project
8 17 (1.22%) Stata
9 13 (0.93%) CPLEX
10 7 (0.50%) FastStats
11 6 (0.43%) Photoshop
12 3 (0.22%) Adobe Illustrator
12 3 (0.22%) Gephi
13 2 (0.14%) Mingle
14 1 (0.072%) Weka
14 1 (0.072%) EViews
Business Applications
1 34 (2.44%) Google Analytics
2 21 (1.51%) Dynamics CRM
3 10 (0.72%) Oracle EBS
4 9 (0.65%) Oracle 11i
4 9 (0.65%) Cognos TM1
5 6 (0.43%) HFM
5 6 (0.43%) Hyperion Planning
5 6 (0.43%) Markit EDM
6 5 (0.36%) SAP InfiniteInsight
7 4 (0.29%) SalesLogix
7 4 (0.29%) Pivotal CRM
7 4 (0.29%) SAP CRM
8 3 (0.22%) WebTrends
8 3 (0.22%) Remedy ITSM
9 2 (0.14%) Agresso
10 1 (0.072%) SAP MDM
10 1 (0.072%) Maximo
10 1 (0.072%) SAP Oil and Gas
10 1 (0.072%) SAP Business One
10 1 (0.072%) Cognos Planning
Cloud Services
1 48 (3.44%) PaaS
2 40 (2.87%) SaaS
3 15 (1.08%) Microsoft Azure
4 14 (1.00%) Amazon AWS
5 13 (0.93%) Cloud Computing
6 9 (0.65%) CloudBees
7 8 (0.57%) Amazon SQS
8 7 (0.50%) Google Cloud Platform
9 4 (0.29%) Amazon EMR
10 3 (0.22%) Trello
10 3 (0.22%) Amazon EC2
10 3 (0.22%) Amazon S3
Communications & Networking
1 20 (1.43%) Internet
2 19 (1.36%) WAN
3 17 (1.22%) Firewall
4 16 (1.15%) TCP/IP
5 14 (1.00%) VPN
5 14 (1.00%) HTTP
5 14 (1.00%) MPLS
6 12 (0.86%) LAN
7 11 (0.79%) Intrusion Detection
8 10 (0.72%) Cisco ASA
8 10 (0.72%) NetScaler
9 9 (0.65%) Cisco Nexus
9 9 (0.65%) Cisco PIX
10 8 (0.57%) Cisco IOS
11 7 (0.50%) Intranet
11 7 (0.50%) SSL
12 6 (0.43%) IPv4
12 6 (0.43%) IPv6
12 6 (0.43%) SAN
12 6 (0.43%) BGP
Database & Business Intelligence
1 412 (29.53%) SQL Server
2 389 (27.89%) Data Warehouse
3 270 (19.35%) Big Data
4 229 (16.42%) SQL Server Integration Services
5 224 (16.06%) SQL Server Reporting Services
6 156 (11.18%) SQL Server Analysis Services
7 155 (11.11%) Hadoop
8 150 (10.75%) Relational Database
9 101 (7.24%) SQL Server 2008
10 88 (6.31%) OLAP
11 80 (5.73%) QlikView
12 71 (5.09%) Oracle Database
12 71 (5.09%) SQL Server 2012
13 61 (4.37%) MongoDB
14 60 (4.30%) MySQL
15 46 (3.30%) NoSQL
15 46 (3.30%) Apache Hive
16 45 (3.23%) Oracle OLAP
17 41 (2.94%) VLDB
18 38 (2.72%) DB2
Development Applications
1 24 (1.72%) Visual Studio
2 23 (1.65%) Team Foundation Server
3 20 (1.43%) Eclipse
4 18 (1.29%) Subversion
5 14 (1.00%) SQL Server Management Studio (SSMS)
6 13 (0.93%) Oracle Forms
7 10 (0.72%) Maven
7 10 (0.72%) Ant
7 10 (0.72%) Gradle
8 9 (0.65%) NetBeans
9 8 (0.57%) Git (software)
10 7 (0.50%) JUnit
11 6 (0.43%) ProC
11 6 (0.43%) JIRA
12 5 (0.36%) ReSharper
12 5 (0.36%) Moq
12 5 (0.36%) SoapUI
13 4 (0.29%) Jenkins
13 4 (0.29%) Talend Open Studio
13 4 (0.29%) VSS/SourceSafe
General
1 388 (27.81%) Finance
2 271 (19.43%) Marketing
3 147 (10.54%) Retail
4 121 (8.67%) Banking
5 69 (4.95%) Advertising
6 68 (4.87%) Telecoms
7 31 (2.22%) Billing
7 31 (2.22%) Investment Banking
8 25 (1.79%) Legal
9 23 (1.65%) Manufacturing
10 18 (1.29%) Front Office
11 11 (0.79%) Pharmaceutical
12 10 (0.72%) Financial Institution
12 10 (0.72%) Games
13 7 (0.50%) French Language
13 7 (0.50%) Automotive
13 7 (0.50%) Law
14 6 (0.43%) Publishing
15 5 (0.36%) Local Government
15 5 (0.36%) Back Office
Job Titles
1 537 (38.49%) Analyst
2 281 (20.14%) Developer
3 166 (11.90%) Data Analyst
4 138 (9.89%) Business Analyst
5 121 (8.67%) Consultant
6 112 (8.03%) Data Scientist
7 95 (6.81%) Business Intelligence Developer
8 67 (4.80%) Architect
9 53 (3.80%) Business Intelligence Consultant
9 53 (3.80%) Senior Analyst
10 50 (3.58%) Business Intelligence Analyst
10 50 (3.58%) Insight Analyst
11 43 (3.08%) Administrator
12 38 (2.72%) Marketing Analyst
13 37 (2.65%) Support Analyst
14 33 (2.37%) DBA
14 33 (2.37%) Technical Analyst
15 32 (2.29%) MI Analyst
16 31 (2.22%) Data Modeller
16 31 (2.22%) Data Architect
Libraries, Frameworks & Software Standards
1 101 (7.24%) .NET
2 74 (5.30%) XML
3 45 (3.23%) Web Services
4 44 (3.15%) HTML
5 28 (2.01%) CSS
6 27 (1.94%) ASP.NET
6 27 (1.94%) .NET Framework
7 26 (1.86%) MDX
8 20 (1.43%) Spring
9 19 (1.36%) jQuery
9 19 (1.36%) HTML5
10 18 (1.29%) JSP
11 17 (1.22%) REST
12 16 (1.15%) Servlets
12 16 (1.15%) SOAP
13 14 (1.00%) JMS
14 13 (0.93%) LAMP
14 13 (0.93%) Pandas
15 12 (0.86%) CSS3
15 12 (0.86%) RESTful
Miscellaneous
1 481 (34.48%) Analytical Skills
2 187 (13.41%) Statistics
3 171 (12.26%) Visualisation
4 155 (11.11%) Mathematics
5 131 (9.39%) Computer Science
6 117 (8.39%) Algorithms
7 94 (6.74%) Management Information System
8 59 (4.23%) Neural Network
9 57 (4.09%) User Experience
10 40 (2.87%) Data Structures
10 40 (2.87%) Open Source
10 40 (2.87%) Economics
11 37 (2.65%) Artificial Intelligence
11 37 (2.65%) Data Integration
12 33 (2.37%) Physics
13 30 (2.15%) Data Extraction
14 27 (1.94%) Data Conversion
15 22 (1.58%) Social Media
16 20 (1.43%) Clustering
17 19 (1.36%) Enterprise Software
Operating Systems
1 108 (7.74%) Windows
2 80 (5.73%) Linux
3 70 (5.02%) UNIX
4 20 (1.43%) Windows Server 2008
5 14 (1.00%) Windows Server 2012
6 13 (0.93%) Windows 7
6 13 (0.93%) Apple iOS
7 11 (0.79%) Ubuntu
8 9 (0.65%) Android
8 9 (0.65%) Windows Server 2003
9 7 (0.50%) Windows 8
10 6 (0.43%) Red Hat Enterprise Linux
11 5 (0.36%) CentOS
12 1 (0.072%) Windows XP
Processes & Methodologies
1 449 (32.19%) Business Intelligence
2 424 (30.39%) Analytics
3 342 (24.52%) Data Analysis
4 276 (19.78%) ETL
5 177 (12.69%) Data Modelling
6 162 (11.61%) CRM
7 149 (10.68%) Agile Software Development
8 146 (10.47%) E-Commerce
9 128 (9.18%) Project Management
10 101 (7.24%) Statistical Modelling
10 101 (7.24%) Predictive Modelling
11 95 (6.81%) ITIL
12 89 (6.38%) Machine Learning
13 83 (5.95%) Data Management
14 77 (5.52%) Business Analysis
15 72 (5.16%) Data Architecture
16 67 (4.80%) Software Engineering
17 65 (4.66%) Kimball Methodology
18 61 (4.37%) Data Cleansing
18 61 (4.37%) Statistical Analysis
Programming Languages
1 777 (55.70%) SQL
2 193 (13.84%) Python
3 189 (13.55%) R
4 188 (13.48%) Java
5 140 (10.04%) T-SQL
6 136 (9.75%) C#
7 97 (6.95%) VBA
8 89 (6.38%) C++
9 83 (5.95%) PL/SQL
10 65 (4.66%) JavaScript
11 57 (4.09%) Ruby
12 56 (4.01%) MATLAB
13 49 (3.51%) VB
14 39 (2.80%) Scala
15 29 (2.08%) C
15 29 (2.08%) PHP
16 27 (1.94%) VB.NET
17 15 (1.08%) Clojure
18 13 (0.93%) Perl
19 11 (0.79%) F#
Qualifications
1 321 (23.01%) Degree
2 73 (5.23%) PhD
3 28 (2.01%) ISEB
4 18 (1.29%) Microsoft Certification
5 16 (1.15%) Security Cleared
6 15 (1.08%) NVQ Level 3
7 14 (1.00%) Cisco Certification
8 13 (0.93%) CCIE
9 12 (0.86%) CCNP
9 12 (0.86%) MCP
9 12 (0.86%) MCITP
10 11 (0.79%) SC Cleared
10 11 (0.79%) MCSD
10 11 (0.79%) MCDBA
11 10 (0.72%) ISTQB
11 10 (0.72%) ISTQB Foundation Certification
12 8 (0.57%) CCNA
13 7 (0.50%) ITIL Certification
14 6 (0.43%) CISA
14 6 (0.43%) MCSA
Quality Assurance & Compliance
1 47 (3.37%) QA
2 20 (1.43%) ISO 9001
2 20 (1.43%) Basel II
3 16 (1.15%) SLA
4 11 (0.79%) Solvency II
5 7 (0.50%) COBIT
6 6 (0.43%) Data Quality
7 5 (0.36%) ISO/IEC 27001
8 4 (0.29%) Dodd-Frank
8 4 (0.29%) PCI DSS
9 3 (0.22%) Basel III
9 3 (0.22%) Sarbanes-Oxley
9 3 (0.22%) EMIR
10 1 (0.072%) GAAP
10 1 (0.072%) MiFID
System Software
1 18 (1.29%) Active Directory
2 12 (0.86%) VMware Infrastructure
2 12 (0.86%) HDFS
3 11 (0.79%) Snort
4 10 (0.72%) Hyper-V
4 10 (0.72%) Oracle RAC
5 9 (0.65%) Firmware
6 6 (0.43%) vSphere
7 5 (0.36%) Apache Flume
8 4 (0.29%) Xen
8 4 (0.29%) XenServer
9 3 (0.22%) VirtualBox
9 3 (0.22%) vCloud
10 2 (0.14%) Squid
10 2 (0.14%) Sendmail
10 2 (0.14%) XenApp
11 1 (0.072%) Microsoft App-V
11 1 (0.072%) UAG
11 1 (0.072%) XenDesktop
11 1 (0.072%) EMC RecoverPoint
Systems Management
1 7 (0.50%) SCCM
2 6 (0.43%) SCOM
3 5 (0.36%) Puppet
3 5 (0.36%) Vagrant
4 3 (0.22%) Opscode Chef
4 3 (0.22%) Ansible
4 3 (0.22%) Control-M
4 3 (0.22%) Nagios
4 3 (0.22%) Cacti
5 2 (0.14%) MIMEsweeper
5 2 (0.14%) MAILsweeper
6 1 (0.072%) CA Endevor
6 1 (0.072%) EMC NetWorker
Vendors
1 278 (19.93%) Oracle
2 252 (18.06%) Microsoft
3 111 (7.96%) Business Objects
4 79 (5.66%) Tableau
5 72 (5.16%) Teradata
6 66 (4.73%) IBM
7 54 (3.87%) SAP
8 45 (3.23%) Cognos
9 44 (3.15%) Google
10 37 (2.65%) Netezza
11 36 (2.58%) MicroStrategy
12 35 (2.51%) Informatica
13 23 (1.65%) Cisco
14 22 (1.58%) Omniture
14 22 (1.58%) Ab Initio
15 19 (1.36%) Hyperion
16 17 (1.22%) Sybase
17 16 (1.15%) Adobe
18 15 (1.08%) Siebel
18 15 (1.08%) VMware
East Grinstead, West Sussex
Gold Group
Salary: £40000 - £60000 per annum + benefits
Posted: 14 hours ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 18 hours ago
London
Harnham
Salary: £40000 - £50000 per annum + exclusive benefits
Posted: 19 hours ago
London
ClearCube Consulting
Salary: From £80,000 to £100,000 per annum Benefits and Bonus
Posted: 2 days ago
Guildford, Surrey
ARC IT Recruitment Ltd
Salary: £40000 - £50000 Per Annum
Posted: 2 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 2 days ago
Macclesfield, Cheshire
Senitor Associates
Salary: £28000 - £38000 per annum + Benefits
Posted: 2 days ago
London
Colston Consulting
Salary: Highly Competitive Package
Posted: 2 days ago
London
Colston Consulting
Salary: £45k - 70k per year + Benefits
Posted: 2 days ago
Warrington, Cheshire
Senitor Associates
Salary: £40000 - £45000 per annum + Benefits
Posted: 2 days ago
City, London
TRG
Salary: £55000 - £60000 Per Annum Bonus, Benefits
Posted: 2 days ago
London
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum + Package and Benefits (Depending on
Posted: 2 days ago
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £25000 - £35000 per annum, Benefits EXCELLENT BENEFITS PACKAGE
Posted: 2 days ago
London
Logic Engagements Ltd
Salary: £35000 - £40000 per annum
Posted: 2 days ago
Berkshire
GO Partnership Ltd
Salary: Benefits
Posted: 2 days ago
City, London
SEC Recruitment Limited
Salary: £65000 - £75000 per annum + Bonus + Benefits
Posted: 2 days ago
Bristol, Avon
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum plus attractive benefits and extensi
Posted: 2 days ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum plus attractive benefits and extensi
Posted: 2 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum plus attractive benefits and extensi
Posted: 2 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum plus attractive benefits and extensi
Posted: 2 days ago