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

Location
3 months to
1 May 2015
Same period 2014 Same period 2013
Data Mining
Rank 406 374 421
Rank change year-on-year
-32 +47
Permanent jobs citing Data Mining 633 779 578
As % of all permanent IT jobs located in England 0.62% 0.70% 0.55%
As % of the Database & Business Intelligence category 1.98% 2.22% 1.72%
Number of salaries quoted 502 675 472
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £30,000 £32,500 £31,500
10% offered a salary of more than £80,000 £80,000 £70,000
UK excluding London average salary £45,000 £40,000 £39,000
% change year-on-year
+12.50% +2.56%
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
32040 35093 33615
As % of all permanent IT jobs located in England 31.17% 31.56% 32.04%
Number of salaries quoted 27331 30091 29451
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 £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London average salary £41,000 £40,000 £39,000
% change year-on-year
+2.50% +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 1 May 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 1 May 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 -51 380 £57,500 - 63
South East +6 84 £35,750 -24.73% 14
Yorkshire +17 44 £30,000 -4.76% 15
East of England -29 37 £45,000 +12.50% 6
South West +22 30 £37,500 -8.53% 7
North West +19 28 £34,500 -13.75% 6
West Midlands -19 17 £57,500 +17.94% 1
East Midlands 0 3 £32,500 -43.47% 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 1 May 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.

1 723 (55.49%) SQL
2 496 (38.07%) Analytics
3 480 (36.84%) Analytical Skills
4 471 (36.15%) Business Intelligence
5 398 (30.54%) SQL Server
6 363 (27.86%) Degree
7 324 (24.87%) Data Warehouse
8 313 (24.02%) Finance
9 309 (23.71%) Data Analysis
10 307 (23.56%) MS Excel
11 279 (21.41%) Microsoft
12 269 (20.64%) Big Data
13 266 (20.41%) ETL
14 258 (19.80%) Oracle
15 252 (19.34%) SAS
16 244 (18.73%) Python
17 240 (18.42%) Visualisation
18 226 (17.34%) Data Modelling
19 221 (16.96%) Marketing
20 219 (16.81%) R
21 216 (16.58%) SQL Server Integration Services
21 216 (16.58%) Statistics
22 198 (15.20%) SQL Server Reporting Services
23 195 (14.97%) SPSS
24 189 (14.50%) Hadoop
25 181 (13.89%) Mathematics
26 166 (12.74%) Computer Science
27 158 (12.13%) T-SQL
28 152 (11.67%) SQL Server Analysis Services
29 145 (11.13%) Java

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 1 May 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
1 252 (19.34%) SAS
2 56 (4.30%) SharePoint
3 45 (3.45%) Apache Pig
4 27 (2.07%) Apache Spark
5 16 (1.23%) Elasticsearch
5 16 (1.23%) Oracle Coherence
6 13 (1.00%) CMS
7 8 (0.61%) Oracle SOA Suite
7 8 (0.61%) WebSphere
8 6 (0.46%) Tomcat
9 5 (0.38%) JBoss
9 5 (0.38%) Gentran
10 4 (0.31%) Apache
11 3 (0.23%) Apache Solr
12 2 (0.15%) Lync
12 2 (0.15%) Node.js
12 2 (0.15%) SharePoint Server
12 2 (0.15%) MS Exchange
12 2 (0.15%) IIS
13 1 (0.077%) WebLogic
Applications
1 307 (23.56%) MS Excel
2 195 (14.97%) SPSS
3 125 (9.59%) MS Office
4 69 (5.30%) MS Visio
5 60 (4.60%) PowerPivot
6 47 (3.61%) MS PowerPoint
7 38 (2.92%) MS Project
8 22 (1.69%) Stata
9 7 (0.54%) CPLEX
10 6 (0.46%) Gephi
10 6 (0.46%) Spreadsheet
11 5 (0.38%) GNU Octave
12 4 (0.31%) FastStats
Business Applications
1 19 (1.46%) Dynamics CRM
2 11 (0.84%) Oracle EBS
3 9 (0.69%) Cognos TM1
4 8 (0.61%) Oracle Financials
5 6 (0.46%) Unica
5 6 (0.46%) Oracle Applications
6 5 (0.38%) SAP MM
6 5 (0.38%) SAP QM
7 4 (0.31%) Hyperion Planning
7 4 (0.31%) HFM
8 3 (0.23%) SAP CRM
8 3 (0.23%) Remedy ITSM
8 3 (0.23%) SAP InfiniteInsight
9 2 (0.15%) Markit EDM
9 2 (0.15%) Remedy AR System
9 2 (0.15%) Cognos Business Intelligence
9 2 (0.15%) Eagle PACE
9 2 (0.15%) SAP IS-U
9 2 (0.15%) SAP MDM
9 2 (0.15%) Agresso
Cloud Services
1 46 (3.53%) Amazon AWS
2 32 (2.46%) Google Analytics
3 25 (1.92%) SaaS
4 16 (1.23%) Microsoft Azure
5 14 (1.07%) Cloud Computing
6 8 (0.61%) Amazon SQS
7 4 (0.31%) Amazon EC2
7 4 (0.31%) Adobe Analytics
7 4 (0.31%) Amazon EMR
7 4 (0.31%) Google Cloud Platform
8 2 (0.15%) Amazon S3
8 2 (0.15%) PaaS
8 2 (0.15%) SmartFocus
9 1 (0.077%) AWS Elastic Beanstalk
9 1 (0.077%) Amazon ElastiCache
9 1 (0.077%) Route 53
9 1 (0.077%) Amazon ELB
Communications & Networking
1 25 (1.92%) Firewall
2 19 (1.46%) WAN
3 17 (1.30%) LAN
4 16 (1.23%) Internet
5 14 (1.07%) Intrusion Detection
6 13 (1.00%) VPN
7 11 (0.84%) TCP/IP
8 10 (0.77%) Cisco ASA
9 9 (0.69%) SAN
9 9 (0.69%) Intranet
9 9 (0.69%) Cisco PIX
10 8 (0.61%) LDAP
11 7 (0.54%) SSL
11 7 (0.54%) HTTP
11 7 (0.54%) Wireless
11 7 (0.54%) NetScaler
12 6 (0.46%) Cisco Nexus
12 6 (0.46%) MPLS
13 5 (0.38%) GoToMeeting
13 5 (0.38%) VoIP
Database & Business Intelligence
1 398 (30.54%) SQL Server
2 324 (24.87%) Data Warehouse
3 269 (20.64%) Big Data
4 216 (16.58%) SQL Server Integration Services
5 198 (15.20%) SQL Server Reporting Services
6 189 (14.50%) Hadoop
7 152 (11.67%) SQL Server Analysis Services
8 115 (8.83%) Relational Database
9 106 (8.14%) OLAP
10 86 (6.60%) QlikView
11 76 (5.83%) SQL Server 2008
12 64 (4.91%) Oracle Database
13 63 (4.83%) MongoDB
14 57 (4.37%) NoSQL
15 54 (4.14%) Apache Hive
16 52 (3.99%) Text Mining
17 51 (3.91%) SQL Server 2012
18 48 (3.68%) Oracle OLAP
19 39 (2.99%) MS Access
20 38 (2.92%) MySQL
Development Applications
1 24 (1.84%) Visual Studio
2 13 (1.00%) SQL Server Management Studio (SSMS)
3 12 (0.92%) Toad
4 11 (0.84%) Team Foundation Server
5 6 (0.46%) Oracle Forms
6 5 (0.38%) JUnit
6 5 (0.38%) Talend Open Studio
6 5 (0.38%) ReSharper
6 5 (0.38%) SoapUI
6 5 (0.38%) Moq
7 4 (0.31%) JIRA
8 3 (0.23%) Ant
8 3 (0.23%) Maven
8 3 (0.23%) Subversion
8 3 (0.23%) Git (software)
8 3 (0.23%) Oracle APEX
9 2 (0.15%) PHPUnit
9 2 (0.15%) Gradle
9 2 (0.15%) Jenkins
9 2 (0.15%) EasyMock
General
1 313 (24.02%) Finance
2 221 (16.96%) Marketing
3 105 (8.06%) Retail
4 104 (7.98%) Banking
5 77 (5.91%) Telecoms
6 44 (3.38%) Legal
7 30 (2.30%) Games
7 30 (2.30%) Billing
8 25 (1.92%) Advertising
9 19 (1.46%) Manufacturing
10 16 (1.23%) Investment Banking
11 15 (1.15%) Financial Institution
12 12 (0.92%) Automotive
12 12 (0.92%) Publishing
13 11 (0.84%) Pharmaceutical
13 11 (0.84%) Law
14 6 (0.46%) Online Betting
15 5 (0.38%) Electronics
15 5 (0.38%) Back Office
15 5 (0.38%) Retail Banking
Job Titles
1 479 (36.76%) Analyst
2 194 (14.89%) Developer
3 161 (12.36%) Data Scientist
4 159 (12.20%) Data Analyst
5 114 (8.75%) Consultant
6 110 (8.44%) Architect
7 97 (7.44%) Business Analyst
8 64 (4.91%) Business Intelligence Developer
9 55 (4.22%) Insight Analyst
10 52 (3.99%) Data Architect
11 51 (3.91%) Business Intelligence Consultant
12 47 (3.61%) Senior Analyst
13 44 (3.38%) Business Intelligence Analyst
14 37 (2.84%) Support Analyst
15 35 (2.69%) Senior Developer
16 32 (2.46%) Technical Analyst
16 32 (2.46%) Solutions Architect
17 31 (2.38%) DBA
18 30 (2.30%) Administrator
18 30 (2.30%) MI Analyst
Libraries, Frameworks & Software Standards
1 65 (4.99%) .NET
2 43 (3.30%) XML
3 41 (3.15%) MDX
4 38 (2.92%) HTML
5 32 (2.46%) Web Services
6 24 (1.84%) Natural Language Processing
6 24 (1.84%) ASP.NET
7 17 (1.30%) scikit-learn
8 16 (1.23%) Pandas
9 14 (1.07%) J2EE
10 13 (1.00%) CSS
10 13 (1.00%) Middleware
10 13 (1.00%) D3.js
11 12 (0.92%) RESTful
12 11 (0.84%) XSLT
12 11 (0.84%) .NET Framework
13 9 (0.69%) Django
13 9 (0.69%) Flask
14 8 (0.61%) SciPy
14 8 (0.61%) NumPy
Miscellaneous
1 480 (36.84%) Analytical Skills
2 240 (18.42%) Visualisation
3 216 (16.58%) Statistics
4 181 (13.89%) Mathematics
5 166 (12.74%) Computer Science
6 123 (9.44%) Algorithms
7 100 (7.67%) Management Information System
8 65 (4.99%) Data Structures
9 54 (4.14%) Neural Network
10 51 (3.91%) Data Extraction
11 48 (3.68%) Data Integration
12 47 (3.61%) Open Source
13 43 (3.30%) User Experience
13 43 (3.30%) Physics
14 38 (2.92%) Artificial Intelligence
15 37 (2.84%) Economics
16 30 (2.30%) Social Network
17 29 (2.23%) Replication
18 24 (1.84%) Enterprise Software
19 20 (1.53%) Social Media
Operating Systems
1 95 (7.29%) Windows
2 82 (6.29%) Linux
3 42 (3.22%) UNIX
4 13 (1.00%) Ubuntu
4 13 (1.00%) Apple iOS
5 10 (0.77%) Windows 7
6 7 (0.54%) Windows Server 2003
7 5 (0.38%) Android
8 3 (0.23%) Windows Server 2012
9 2 (0.15%) Windows Server 2008
9 2 (0.15%) Solaris
10 1 (0.077%) Red Hat Enterprise Linux
Processes & Methodologies
1 496 (38.07%) Analytics
2 471 (36.15%) Business Intelligence
3 309 (23.71%) Data Analysis
4 266 (20.41%) ETL
5 226 (17.34%) Data Modelling
6 122 (9.36%) CRM
7 121 (9.29%) Project Management
8 118 (9.06%) Agile Software Development
9 114 (8.75%) Predictive Modelling
9 114 (8.75%) Data Management
10 104 (7.98%) Statistical Modelling
11 92 (7.06%) Machine Learning
12 85 (6.52%) Data Analytics
13 82 (6.29%) Data Architecture
14 76 (5.83%) Statistical Analysis
15 70 (5.37%) Business Analysis
16 63 (4.83%) ITIL
17 62 (4.76%) Predictive Analytics
18 61 (4.68%) MapReduce
18 61 (4.68%) Information Management
Programming Languages
1 723 (55.49%) SQL
2 244 (18.73%) Python
3 219 (16.81%) R
4 158 (12.13%) T-SQL
5 145 (11.13%) Java
6 113 (8.67%) C#
7 85 (6.52%) VBA
8 81 (6.22%) PL/SQL
9 79 (6.06%) C++
10 60 (4.60%) MATLAB
11 42 (3.22%) Scala
12 36 (2.76%) C
12 36 (2.76%) JavaScript
12 36 (2.76%) Ruby
13 25 (1.92%) VB
14 20 (1.53%) VB.NET
15 13 (1.00%) PHP
16 12 (0.92%) Perl
17 11 (0.84%) F#
18 10 (0.77%) PowerShell
Qualifications
1 363 (27.86%) Degree
2 102 (7.83%) PhD
3 18 (1.38%) Security Cleared
3 18 (1.38%) ISEB
4 16 (1.23%) Microsoft Certification
4 16 (1.23%) Oracle Certification
5 15 (1.15%) OCP
6 12 (0.92%) MCITP
6 12 (0.92%) NVQ Level 3
6 12 (0.92%) Cisco Certification
7 11 (0.84%) CCNP
8 10 (0.77%) MCP
9 9 (0.69%) CISA
10 8 (0.61%) SC Cleared
10 8 (0.61%) MCDBA
10 8 (0.61%) MCSD
11 7 (0.54%) ISTQB Foundation Certification
11 7 (0.54%) CCNA
11 7 (0.54%) ISTQB
12 6 (0.46%) DV Cleared
Quality Assurance & Compliance
1 37 (2.84%) QA
2 28 (2.15%) Data Quality
3 17 (1.30%) ISO 9001
4 16 (1.23%) SLA
5 10 (0.77%) ISO/IEC 27001
6 9 (0.69%) Solvency II
7 8 (0.61%) COBIT
8 7 (0.54%) Basel II
9 5 (0.38%) ISO 14001
9 5 (0.38%) PCI DSS
10 2 (0.15%) Dodd-Frank
11 1 (0.077%) Sarbanes-Oxley
11 1 (0.077%) MiFID
System Software
1 21 (1.61%) HDFS
2 16 (1.23%) Active Directory
3 12 (0.92%) Snort
4 10 (0.77%) VMware Infrastructure
4 10 (0.77%) Hyper-V
5 6 (0.46%) vSphere
5 6 (0.46%) Oracle RAC
5 6 (0.46%) Firmware
6 5 (0.38%) XenServer
7 4 (0.31%) vCloud
8 2 (0.15%) Sendmail
8 2 (0.15%) XenApp
8 2 (0.15%) VMware ESX
9 1 (0.077%) Microsoft App-V
9 1 (0.077%) EMC RecoverPoint
9 1 (0.077%) XenDesktop
9 1 (0.077%) Apache Flume
9 1 (0.077%) UAG
Systems Management
1 4 (0.31%) Puppet
1 4 (0.31%) Opscode Chef
1 4 (0.31%) SCCM
2 2 (0.15%) Netcool
2 2 (0.15%) MIMEsweeper
2 2 (0.15%) MAILsweeper
3 1 (0.077%) Control-M
3 1 (0.077%) EMC NetWorker
3 1 (0.077%) SCOM
Vendors
1 279 (21.41%) Microsoft
2 258 (19.80%) Oracle
3 123 (9.44%) Tableau
4 89 (6.83%) IBM
5 87 (6.68%) Business Objects
6 74 (5.68%) SAP
7 48 (3.68%) Cognos
8 42 (3.22%) Teradata
9 38 (2.92%) Google
10 35 (2.69%) MicroStrategy
11 32 (2.46%) Informatica
12 26 (2.00%) Cloudera
12 26 (2.00%) Netezza
13 24 (1.84%) Omniture
14 20 (1.53%) Cisco
15 18 (1.38%) MapR
16 17 (1.30%) Hyperion
16 17 (1.30%) Hortonworks
17 16 (1.23%) Greenplum
18 15 (1.15%) JD Edwards
City, London
Venturi
Salary: £62000 - £68000 per annum + full bens
Posted: 18 hours ago
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 23 hours ago
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 23 hours ago
City, London
Harrington Starr
Salary: £70000 - £95000 per annum + benefits+bonus+package
Posted: 23 hours ago
Bristol, Avon
Churchill Frank
Salary: £34000 - £38000 per annum
Posted: Yesterday
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
London
Oho Group Ltd.
Salary: £25000 - £50000 per annum, Benefits Excellent Benefits
Posted: Yesterday
Brackley, Northamptonshire
RBW Consulting
Salary: From £45,000 to £55,000 per annum
Posted: Yesterday
City, London
Betting Appointments
Salary: £35000 - £45000 per annum + excellent bonus scheme
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £75000 per annum, Benefits Bonus
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: Yesterday
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: Yesterday
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: Yesterday
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £25000 - £35000 per annum, Benefits EXCELLENT BENEFITS PACKAGE
Posted: Yesterday
London
ISL
Posted: Yesterday
South West London
Nationwide People Ltd
Salary: £30000 - £35000 Per Annum plus benefits package and great of
Posted: Yesterday
Oxford, Oxfordshire
Oho Group Ltd.
Salary: £50000 - £100000 per annum, Benefits Excellent Benefits
Posted: Yesterday
Havant, Hampshire
SSE
Salary: From £41,404 to £54,685 per annum
Posted: 2 days ago
South West London
Nationwide People Ltd
Salary: £30000 - £35000 Per Annum plus benefits package and great of
Posted: 2 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 2 days ago