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 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 368 398 398
Rank change year-on-year
+30 0
Permanent jobs citing Data Mining 705 604 629
As % of all permanent IT jobs located in England 0.67% 0.59% 0.58%
As % of the Database & Business Intelligence category 2.25% 1.82% 1.75%
Number of salaries quoted 593 490 554
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 £30,000
10% offered a salary of more than £70,000 £80,000 £70,000
UK excluding London average salary £42,500 £39,500 £40,000
% change year-on-year
+7.59% -1.25%
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
31267 33109 35893
As % of all permanent IT jobs located in England 29.77% 32.38% 32.92%
Number of salaries quoted 26995 28413 32280
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,500 £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 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 19 December 2014.

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 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
London +60 394 £57,500 -4.16% 39
South East +30 113 £45,000 -5.26% 8
East of England -33 58 £55,000 +66.66% 12
Yorkshire -1 55 £35,000 -12.50% 7
West Midlands +2 26 £40,000 +6.66% 9
North West -24 25 £45,000 +38.46% 5
East Midlands +25 15 £45,000 +42.85% 4
South West -10 15 £35,000 +55.55% 5
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 19 December 2014, 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.

1 768 (57.87%) SQL
2 464 (34.97%) Analytical Skills
3 413 (31.12%) Analytics
4 396 (29.84%) Business Intelligence
5 383 (28.86%) Finance
6 367 (27.66%) SQL Server
7 359 (27.05%) Data Warehouse
8 341 (25.70%) Degree
9 320 (24.11%) Data Analysis
10 303 (22.83%) MS Excel
11 248 (18.69%) Microsoft
12 243 (18.31%) ETL
13 242 (18.24%) Oracle
14 235 (17.71%) SAS
15 233 (17.56%) SQL Server Integration Services
16 212 (15.98%) SQL Server Reporting Services
17 209 (15.75%) Big Data
18 196 (14.77%) Java
19 193 (14.54%) Marketing
20 183 (13.79%) Statistics
21 179 (13.49%) Mathematics
22 169 (12.74%) SQL Server Analysis Services
23 167 (12.58%) CRM
24 166 (12.51%) Python
25 165 (12.43%) Computer Science
25 165 (12.43%) Retail
26 161 (12.13%) SPSS
27 155 (11.68%) Relational Database
27 155 (11.68%) R
28 149 (11.23%) Data Modelling

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 19 December 2014, 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
1 235 (17.71%) SAS
2 67 (5.05%) Apache Pig
3 54 (4.07%) SharePoint
4 27 (2.03%) Tomcat
5 25 (1.88%) WebLogic
5 25 (1.88%) JBoss
5 25 (1.88%) WebSphere
6 18 (1.36%) Oracle Coherence
6 18 (1.36%) GlassFish
7 11 (0.83%) Apache Spark
8 10 (0.75%) CMS
9 9 (0.68%) Apache
10 8 (0.60%) IIS
11 7 (0.53%) MS Exchange
11 7 (0.53%) Node.js
12 6 (0.45%) Exchange Server 2010
12 6 (0.45%) Exchange Server 2013
12 6 (0.45%) SharePoint Server
12 6 (0.45%) nginx
13 5 (0.38%) Apache Solr
Applications
1 303 (22.83%) MS Excel
2 161 (12.13%) SPSS
3 106 (7.99%) MS Office
4 38 (2.86%) PowerPivot
5 32 (2.41%) MS Visio
6 31 (2.34%) Spreadsheet
7 29 (2.19%) MS PowerPoint
8 18 (1.36%) CPLEX
9 14 (1.06%) Stata
9 14 (1.06%) MS Project
10 6 (0.45%) Photoshop
10 6 (0.45%) FastStats
11 3 (0.23%) Gephi
11 3 (0.23%) Adobe Illustrator
12 2 (0.15%) Mingle
13 1 (0.075%) Weka
Business Applications
1 39 (2.94%) Google Analytics
2 17 (1.28%) Dynamics CRM
3 9 (0.68%) Markit EDM
4 8 (0.60%) Cognos TM1
5 5 (0.38%) SalesLogix
5 5 (0.38%) SAP InfiniteInsight
5 5 (0.38%) SAP CRM
5 5 (0.38%) Pivotal CRM
6 4 (0.30%) WebTrends
6 4 (0.30%) Oracle EBS
6 4 (0.30%) SAP Business One
7 2 (0.15%) Remedy ITSM
7 2 (0.15%) SAP Oil and Gas
7 2 (0.15%) Agresso
7 2 (0.15%) HFM
7 2 (0.15%) Hyperion Planning
8 1 (0.075%) SAP BPC
8 1 (0.075%) Maximo
8 1 (0.075%) Oracle 11i
8 1 (0.075%) Cognos Planning
Cloud Services
1 52 (3.92%) SaaS
2 30 (2.26%) Cloud Computing
3 17 (1.28%) Amazon AWS
4 14 (1.06%) CloudBees
5 11 (0.83%) Microsoft Azure
6 8 (0.60%) Google Cloud Platform
7 7 (0.53%) Amazon SQS
7 7 (0.53%) Amazon EMR
8 6 (0.45%) Amazon EC2
9 4 (0.30%) Trello
10 3 (0.23%) Amazon S3
11 2 (0.15%) PaaS
Communications & Networking
1 16 (1.21%) WAN
2 13 (0.98%) Internet
3 11 (0.83%) Firewall
4 10 (0.75%) LAN
4 10 (0.75%) NetScaler
5 9 (0.68%) Cisco Nexus
5 9 (0.68%) Cisco ASA
6 8 (0.60%) Intrusion Detection
6 8 (0.60%) Cisco IOS
6 8 (0.60%) Cisco PIX
6 8 (0.60%) MPLS
6 8 (0.60%) VPN
7 6 (0.45%) Wireless
7 6 (0.45%) HTTP
8 5 (0.38%) Broadband
9 4 (0.30%) SMS
9 4 (0.30%) Intranet
9 4 (0.30%) Network Security
9 4 (0.30%) AMQP
10 3 (0.23%) F5 BIG-IP LTM
Database & Business Intelligence
1 367 (27.66%) SQL Server
2 359 (27.05%) Data Warehouse
3 233 (17.56%) SQL Server Integration Services
4 212 (15.98%) SQL Server Reporting Services
5 209 (15.75%) Big Data
6 169 (12.74%) SQL Server Analysis Services
7 155 (11.68%) Relational Database
8 148 (11.15%) Hadoop
9 89 (6.71%) SQL Server 2008
10 82 (6.18%) OLAP
11 68 (5.12%) SQL Server 2012
12 61 (4.60%) MySQL
12 61 (4.60%) QlikView
13 59 (4.45%) MongoDB
14 52 (3.92%) NoSQL
15 51 (3.84%) Oracle Database
16 45 (3.39%) Apache Hive
17 41 (3.09%) VLDB
18 38 (2.86%) DB2
19 34 (2.56%) RDBMS
Development Applications
1 35 (2.64%) Eclipse
2 29 (2.19%) Subversion
2 29 (2.19%) Team Foundation Server
3 19 (1.43%) Maven
3 19 (1.43%) Ant
3 19 (1.43%) JUnit
4 18 (1.36%) Oracle Forms
4 18 (1.36%) Gradle
5 17 (1.28%) Visual Studio
6 14 (1.06%) NetBeans
6 14 (1.06%) SQL Server Management Studio (SSMS)
7 9 (0.68%) Git (software)
8 7 (0.53%) JIRA
9 6 (0.45%) ProC
10 5 (0.38%) ReSharper
10 5 (0.38%) Talend Open Studio
10 5 (0.38%) Moq
10 5 (0.38%) SoapUI
11 4 (0.30%) Jenkins
11 4 (0.30%) Serena SBM
General
1 383 (28.86%) Finance
2 193 (14.54%) Marketing
3 165 (12.43%) Retail
4 125 (9.42%) Banking
5 69 (5.20%) Telecoms
6 37 (2.79%) Advertising
7 35 (2.64%) Legal
7 35 (2.64%) Investment Banking
8 31 (2.34%) Manufacturing
9 24 (1.81%) Front Office
10 22 (1.66%) Billing
11 14 (1.06%) Law
12 13 (0.98%) Financial Institution
13 12 (0.90%) Automotive
13 12 (0.90%) Games
14 10 (0.75%) Pharmaceutical
15 9 (0.68%) Back Office
16 8 (0.60%) French Language
17 6 (0.45%) Publishing
18 5 (0.38%) Local Government
Job Titles
1 507 (38.21%) Analyst
2 267 (20.12%) Developer
3 161 (12.13%) Data Analyst
4 130 (9.80%) Business Analyst
5 126 (9.50%) Data Scientist
6 111 (8.36%) Consultant
7 95 (7.16%) Business Intelligence Developer
8 60 (4.52%) Architect
9 52 (3.92%) Insight Analyst
10 50 (3.77%) Senior Analyst
11 48 (3.62%) Business Intelligence Analyst
12 41 (3.09%) Business Intelligence Consultant
13 37 (2.79%) Support Analyst
13 37 (2.79%) Marketing Analyst
14 32 (2.41%) DBA
15 30 (2.26%) Systems Analyst
16 29 (2.19%) Java Developer
17 28 (2.11%) MI Analyst
17 28 (2.11%) Data Consultant
18 27 (2.03%) Administrator
Libraries, Frameworks & Software Standards
1 113 (8.52%) .NET
2 84 (6.33%) XML
3 45 (3.39%) HTML
4 36 (2.71%) JSP
5 34 (2.56%) Servlets
6 33 (2.49%) Web Services
7 32 (2.41%) jQuery
8 31 (2.34%) Spring
8 31 (2.34%) CSS
9 29 (2.19%) ASP.NET
10 26 (1.96%) .NET Framework
11 23 (1.73%) MDX
12 22 (1.66%) JMS
13 18 (1.36%) Hibernate
13 18 (1.36%) REST
14 17 (1.28%) iBATIS
14 17 (1.28%) SOAP
15 16 (1.21%) HTML5
16 13 (0.98%) Pandas
17 12 (0.90%) J2EE
Miscellaneous
1 464 (34.97%) Analytical Skills
2 183 (13.79%) Statistics
3 179 (13.49%) Mathematics
4 165 (12.43%) Computer Science
5 146 (11.00%) Visualisation
6 119 (8.97%) Algorithms
7 82 (6.18%) Management Information System
8 52 (3.92%) Neural Network
9 44 (3.32%) Economics
9 44 (3.32%) User Experience
10 37 (2.79%) Open Source
11 35 (2.64%) Data Structures
12 34 (2.56%) Physics
12 34 (2.56%) Artificial Intelligence
13 22 (1.66%) Applied Mathematics
13 22 (1.66%) Data Extraction
14 21 (1.58%) FMCG
15 20 (1.51%) Data Integration
15 20 (1.51%) Social Media
16 19 (1.43%) Digital Media
Operating Systems
1 92 (6.93%) Windows
2 62 (4.67%) Linux
3 53 (3.99%) UNIX
4 20 (1.51%) Windows Server 2008
5 16 (1.21%) Apple iOS
6 12 (0.90%) Windows Server 2012
7 10 (0.75%) Windows Server 2003
8 8 (0.60%) Ubuntu
9 6 (0.45%) Windows 7
10 4 (0.30%) Android
10 4 (0.30%) Red Hat Enterprise Linux
11 3 (0.23%) CentOS
12 1 (0.075%) Windows XP
Processes & Methodologies
1 413 (31.12%) Analytics
2 396 (29.84%) Business Intelligence
3 320 (24.11%) Data Analysis
4 243 (18.31%) ETL
5 167 (12.58%) CRM
6 149 (11.23%) Data Modelling
7 142 (10.70%) Agile Software Development
8 108 (8.14%) Project Management
9 106 (7.99%) E-Commerce
9 106 (7.99%) ITIL
10 103 (7.76%) Predictive Modelling
11 88 (6.63%) Machine Learning
12 78 (5.88%) Statistical Modelling
13 76 (5.73%) Data Management
13 76 (5.73%) Business Analysis
14 68 (5.12%) Kimball Methodology
15 65 (4.90%) Service Management
16 63 (4.75%) Statistical Analysis
17 62 (4.67%) OO
18 57 (4.30%) Service Delivery
Programming Languages
1 768 (57.87%) SQL
2 196 (14.77%) Java
3 166 (12.51%) Python
4 155 (11.68%) R
5 136 (10.25%) T-SQL
6 134 (10.10%) C#
7 81 (6.10%) VBA
8 75 (5.65%) PL/SQL
8 75 (5.65%) C++
9 67 (5.05%) JavaScript
10 65 (4.90%) MATLAB
11 57 (4.30%) Ruby
12 54 (4.07%) VB
13 32 (2.41%) Scala
14 31 (2.34%) PHP
15 22 (1.66%) VB.NET
16 16 (1.21%) Clojure
17 14 (1.06%) C
18 12 (0.90%) Perl
19 10 (0.75%) F#
Qualifications
1 341 (25.70%) Degree
2 61 (4.60%) PhD
3 24 (1.81%) ISEB
4 18 (1.36%) Microsoft Certification
5 16 (1.21%) Security Cleared
6 11 (0.83%) SC Cleared
6 11 (0.83%) MCDBA
6 11 (0.83%) MCP
6 11 (0.83%) MCSD
6 11 (0.83%) ISTQB
6 11 (0.83%) MCITP
7 10 (0.75%) ITIL Certification
8 9 (0.68%) ISTQB Foundation Certification
9 8 (0.60%) Cisco Certification
9 8 (0.60%) CCIE
9 8 (0.60%) CCNP
9 8 (0.60%) CCNA
10 7 (0.53%) NVQ Level 3
11 4 (0.30%) MCSA
12 2 (0.15%) Siebel Certification
Quality Assurance & Compliance
1 38 (2.86%) QA
2 19 (1.43%) ISO 9001
2 19 (1.43%) Basel II
3 17 (1.28%) SLA
4 6 (0.45%) ISO/IEC 27001
4 6 (0.45%) Solvency II
5 4 (0.30%) Data Quality
5 4 (0.30%) Dodd-Frank
6 3 (0.23%) EMIR
6 3 (0.23%) PCI DSS
6 3 (0.23%) Basel III
6 3 (0.23%) Sarbanes-Oxley
7 1 (0.075%) GCP
7 1 (0.075%) GMP
7 1 (0.075%) GLP
7 1 (0.075%) MiFID
7 1 (0.075%) GAAP
System Software
1 19 (1.43%) Active Directory
2 12 (0.90%) Oracle RAC
3 11 (0.83%) HDFS
4 8 (0.60%) Apache Flume
4 8 (0.60%) Snort
4 8 (0.60%) Firmware
5 7 (0.53%) Hyper-V
6 3 (0.23%) VMware Infrastructure
6 3 (0.23%) VirtualBox
6 3 (0.23%) vSphere
7 2 (0.15%) XenApp
8 1 (0.075%) XenServer
8 1 (0.075%) XenDesktop
8 1 (0.075%) EMC RecoverPoint
8 1 (0.075%) Microsoft App-V
8 1 (0.075%) UAG
8 1 (0.075%) Docker
Systems Management
1 6 (0.45%) SCCM
1 6 (0.45%) SCOM
1 6 (0.45%) Opscode Chef
2 5 (0.38%) Puppet
2 5 (0.38%) Vagrant
3 3 (0.23%) Ansible
3 3 (0.23%) Cacti
3 3 (0.23%) Nagios
4 2 (0.15%) Control-M
5 1 (0.075%) EMC NetWorker
Vendors
1 248 (18.69%) Microsoft
2 242 (18.24%) Oracle
3 80 (6.03%) Business Objects
4 69 (5.20%) Tableau
5 57 (4.30%) Teradata
6 55 (4.14%) SAP
7 50 (3.77%) Google
8 39 (2.94%) IBM
9 35 (2.64%) Cognos
10 33 (2.49%) Netezza
11 30 (2.26%) Informatica
12 26 (1.96%) MicroStrategy
13 21 (1.58%) Omniture
14 20 (1.51%) Sybase
15 17 (1.28%) Adobe
16 16 (1.21%) Jaspersoft
17 15 (1.13%) Hitachi
17 15 (1.13%) Ab Initio
18 13 (0.98%) Siebel
18 13 (0.98%) Cisco
London
Davanti Solutions
Salary: Up to £50,000 per annum
Posted: 1 hour ago
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bens
Posted: 15 hours ago
Warwickshire
Kyna Associates
Salary: £25000 - £60000 Per Annum negotiable,
Posted: 16 hours ago
London
Nicoll Curtin
Salary: £40000.00 - £50000.00 per annum
Posted: 16 hours ago
Leeds, West Yorkshire
Parallel Consulting
Salary: £30000 - £32000 per annum + car
Posted: 17 hours ago
Stafford, Staffordshire
Roc Search
Salary: £35000 - £40000 per annum + benefits
Posted: 17 hours ago
Leeds, West Yorkshire
Head Resourcing
Salary: £35000 - £45000 per annum + benefits package inc pension
Posted: 22 hours ago
Basingstoke, Hampshire
Talent Spa
Salary: Competitive
Posted: 23 hours ago
City, London
Experis Ltd
Salary: £25000 - £31000 per annum + excellent benefits
Posted: Yesterday
Guildford, Surrey
ANSON MCCADE
Salary: From £70,000 to £95,000 per annum plus competitive package
Posted: Yesterday
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: Yesterday
London
DataSciences Consulting
Salary: Bonus
Posted: Yesterday
Surrey
Randstad Technologies
Posted: 2 days ago
London
Burns Sheehan
Salary: £65000 - £75000 per annum + Equity + Package
Posted: 2 days ago
City, London
E-synergy Solutions
Salary: £70000 - £75000 per annum + Excellent benefits package
Posted: 2 days ago
Stafford, Staffordshire
Search Consultancy
Salary: Benefit
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 2 days ago
Hertfordshire
ECM Selection
Salary: to c£50,000 DOE + Benefits
Posted: 2 days ago
Hertfordshire
Parallel Consulting
Salary: £30000 - £35000 per annum + car
Posted: 3 days ago
Nottingham, Nottinghamshire
Understanding Recruitment
Salary: £37000 - £43000 per annum + benefits (bonus)
Posted: 3 days ago