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

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
Data Mining
Rank 410 380 406
Rank change year-on-year
-30 +26
Permanent jobs citing Data Mining 595 741 572
As % of all permanent IT jobs located in England 0.60% 0.68% 0.56%
As % of the Database & Business Intelligence category 1.89% 2.15% 1.78%
Number of salaries quoted 451 641 449
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £31,000 £32,500 £30,000
10% offered a salary of more than £80,000 £80,000 £70,000
UK excluding London average salary £45,000 £42,500 £38,500
% change year-on-year
+5.88% +10.38%
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
31508 34537 32224
As % of all permanent IT jobs located in England 31.62% 31.49% 31.64%
Number of salaries quoted 26873 29916 28243
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 £41,500 £40,000 £38,500
% change year-on-year
+3.75% +3.89%

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 22 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 22 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 -43 353 £60,000 - 67
South East +18 84 £43,750 -12.50% 23
Yorkshire +31 48 £31,000 -6.76% 4
East of England -35 36 £45,000 +12.50% 8
North West +15 28 £36,000 -7.09% 12
South West +9 24 £37,500 -10.71% 9
West Midlands -18 12 £57,500 +15.00% 2
East Midlands -10 3 £40,000 -20.00% 6
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 22 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.

1 700 (54.35%) SQL
2 499 (38.74%) Analytics
3 481 (37.34%) Business Intelligence
4 471 (36.57%) Analytical Skills
5 391 (30.36%) SQL Server
6 369 (28.65%) Degree
7 321 (24.92%) MS Excel
8 306 (23.76%) Data Warehouse
9 299 (23.21%) Microsoft
10 297 (23.06%) Finance
11 295 (22.90%) Data Analysis
12 265 (20.57%) Big Data
13 254 (19.72%) ETL
14 253 (19.64%) SAS
15 252 (19.57%) Oracle
16 244 (18.94%) Python
17 243 (18.87%) Visualisation
18 233 (18.09%) Statistics
19 232 (18.01%) R
20 223 (17.31%) Data Modelling
21 222 (17.24%) Marketing
22 205 (15.92%) SQL Server Integration Services
22 205 (15.92%) SPSS
23 190 (14.75%) Hadoop
24 188 (14.60%) SQL Server Reporting Services
25 185 (14.36%) Mathematics
26 175 (13.59%) Computer Science
27 151 (11.72%) T-SQL
27 151 (11.72%) Java
28 142 (11.02%) SQL Server Analysis Services

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 22 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
1 253 (19.64%) SAS
2 54 (4.19%) SharePoint
3 43 (3.34%) Apache Pig
4 37 (2.87%) Apache Spark
5 22 (1.71%) Elasticsearch
6 15 (1.16%) Oracle Coherence
7 10 (0.78%) CMS
7 10 (0.78%) WebSphere
8 8 (0.62%) Oracle SOA Suite
9 7 (0.54%) Tomcat
9 7 (0.54%) JBoss
10 6 (0.47%) Gentran
11 4 (0.31%) Apache Solr
12 3 (0.23%) Lync
12 3 (0.23%) GlassFish
12 3 (0.23%) WebLogic
12 3 (0.23%) Apache
13 2 (0.16%) IIS
13 2 (0.16%) SharePoint Server
14 1 (0.078%) OpenStack
Applications
1 321 (24.92%) MS Excel
2 205 (15.92%) SPSS
3 130 (10.09%) MS Office
4 75 (5.82%) PowerPivot
5 70 (5.43%) MS Visio
6 59 (4.58%) MS PowerPoint
7 39 (3.03%) MS Project
8 19 (1.48%) Stata
9 7 (0.54%) Spreadsheet
10 6 (0.47%) GNU Octave
11 5 (0.39%) Gephi
11 5 (0.39%) CPLEX
12 4 (0.31%) FastStats
13 1 (0.078%) Weka
Business Applications
1 20 (1.55%) Dynamics CRM
2 13 (1.01%) Oracle EBS
3 8 (0.62%) Oracle Financials
4 7 (0.54%) Cognos TM1
5 6 (0.47%) Oracle Applications
5 6 (0.47%) Unica
6 5 (0.39%) Hyperion Planning
6 5 (0.39%) SAP MM
6 5 (0.39%) SAP QM
6 5 (0.39%) HFM
7 3 (0.23%) Remedy ITSM
7 3 (0.23%) SAP InfiniteInsight
8 2 (0.16%) SAP CRM
8 2 (0.16%) SAP MDM
8 2 (0.16%) Oracle 11i
8 2 (0.16%) Agresso
8 2 (0.16%) SAP IS-U
8 2 (0.16%) Eagle PACE
8 2 (0.16%) Cognos Business Intelligence
8 2 (0.16%) Remedy AR System
Cloud Services
1 44 (3.42%) Amazon AWS
2 31 (2.41%) Google Analytics
3 25 (1.94%) SaaS
4 13 (1.01%) Microsoft Azure
5 8 (0.62%) Cloud Computing
6 5 (0.39%) Amazon SQS
6 5 (0.39%) Amazon EC2
7 3 (0.23%) Amazon EMR
7 3 (0.23%) Adobe Analytics
7 3 (0.23%) Amazon S3
8 2 (0.16%) AWS Elastic Beanstalk
8 2 (0.16%) SmartFocus
8 2 (0.16%) Amazon ELB
9 1 (0.078%) Route 53
9 1 (0.078%) Office 365
9 1 (0.078%) Google Cloud Platform
Communications & Networking
1 20 (1.55%) Firewall
2 17 (1.32%) Internet
3 16 (1.24%) WAN
4 14 (1.09%) LAN
5 13 (1.01%) Intrusion Detection
6 12 (0.93%) TCP/IP
7 10 (0.78%) SAN
7 10 (0.78%) Intranet
8 9 (0.70%) LDAP
8 9 (0.70%) Wireless
9 8 (0.62%) VPN
10 7 (0.54%) HTTP
10 7 (0.54%) SSL
11 5 (0.39%) VoIP
11 5 (0.39%) Ethernet
11 5 (0.39%) GoToMeeting
12 4 (0.31%) SMTP
12 4 (0.31%) 3G
12 4 (0.31%) Cisco ASA
12 4 (0.31%) NAS
Database & Business Intelligence
1 391 (30.36%) SQL Server
2 306 (23.76%) Data Warehouse
3 265 (20.57%) Big Data
4 205 (15.92%) SQL Server Integration Services
5 190 (14.75%) Hadoop
6 188 (14.60%) SQL Server Reporting Services
7 142 (11.02%) SQL Server Analysis Services
8 117 (9.08%) Relational Database
9 109 (8.46%) OLAP
10 97 (7.53%) QlikView
11 67 (5.20%) SQL Server 2008
12 61 (4.74%) NoSQL
13 59 (4.58%) Apache Hive
13 59 (4.58%) Oracle Database
14 57 (4.43%) Text Mining
15 54 (4.19%) MongoDB
16 50 (3.88%) Oracle OLAP
17 44 (3.42%) SQL Server 2012
18 40 (3.11%) MS Access
18 40 (3.11%) Microsoft Power View
Development Applications
1 21 (1.63%) Visual Studio
2 19 (1.48%) Toad
3 13 (1.01%) SQL Server Management Studio (SSMS)
4 11 (0.85%) Team Foundation Server
5 9 (0.70%) Git (software)
6 8 (0.62%) Subversion
6 8 (0.62%) JUnit
7 7 (0.54%) Ant
8 6 (0.47%) Maven
8 6 (0.47%) JIRA
8 6 (0.47%) Gradle
9 5 (0.39%) EasyMock
10 4 (0.31%) VSS/SourceSafe
10 4 (0.31%) Talend Open Studio
11 3 (0.23%) FogBugz
11 3 (0.23%) SoapUI
11 3 (0.23%) Moq
11 3 (0.23%) Oracle APEX
11 3 (0.23%) ReSharper
11 3 (0.23%) Oracle Forms
General
1 297 (23.06%) Finance
2 222 (17.24%) Marketing
3 103 (8.00%) Banking
4 98 (7.61%) Retail
5 73 (5.67%) Telecoms
6 46 (3.57%) Legal
7 33 (2.56%) Games
8 30 (2.33%) Billing
9 29 (2.25%) Advertising
10 20 (1.55%) Publishing
11 19 (1.48%) Investment Banking
12 17 (1.32%) Manufacturing
13 14 (1.09%) Financial Institution
14 12 (0.93%) Automotive
14 12 (0.93%) Law
15 11 (0.85%) Multimedia
16 10 (0.78%) Pharmaceutical
17 7 (0.54%) Electronics
18 6 (0.47%) Online Betting
19 5 (0.39%) Retail Banking
Job Titles
1 456 (35.40%) Analyst
2 202 (15.68%) Developer
3 162 (12.58%) Data Scientist
4 153 (11.88%) Data Analyst
5 114 (8.85%) Architect
6 108 (8.39%) Consultant
7 96 (7.45%) Business Analyst
8 63 (4.89%) Business Intelligence Developer
9 51 (3.96%) Data Architect
10 50 (3.88%) Business Intelligence Consultant
10 50 (3.88%) Senior Analyst
11 42 (3.26%) Business Intelligence Analyst
11 42 (3.26%) Senior Developer
11 42 (3.26%) Insight Analyst
12 35 (2.72%) Solutions Architect
13 31 (2.41%) MI Analyst
13 31 (2.41%) Business Developer
13 31 (2.41%) Support Analyst
14 28 (2.17%) Technical Analyst
14 28 (2.17%) Data Manager
Libraries, Frameworks & Software Standards
1 59 (4.58%) .NET
2 45 (3.49%) XML
3 43 (3.34%) HTML
4 41 (3.18%) MDX
5 40 (3.11%) Web Services
6 26 (2.02%) Natural Language Processing
7 23 (1.79%) ASP.NET
8 17 (1.32%) Pandas
9 16 (1.24%) J2EE
10 15 (1.16%) scikit-learn
11 13 (1.01%) D3.js
12 12 (0.93%) Spring
12 12 (0.93%) Middleware
13 11 (0.85%) XSLT
13 11 (0.85%) CSS
14 10 (0.78%) Hibernate
15 9 (0.70%) Flask
15 9 (0.70%) SciPy
15 9 (0.70%) REST
15 9 (0.70%) Django
Miscellaneous
1 471 (36.57%) Analytical Skills
2 243 (18.87%) Visualisation
3 233 (18.09%) Statistics
4 185 (14.36%) Mathematics
5 175 (13.59%) Computer Science
6 116 (9.01%) Algorithms
7 94 (7.30%) Management Information System
8 66 (5.12%) Data Structures
9 56 (4.35%) Data Integration
10 51 (3.96%) Neural Network
11 50 (3.88%) Data Extraction
12 44 (3.42%) Physics
13 41 (3.18%) Open Source
14 39 (3.03%) Economics
15 34 (2.64%) Artificial Intelligence
16 33 (2.56%) User Experience
17 30 (2.33%) Replication
18 27 (2.10%) Social Network
19 20 (1.55%) Data Conversion
20 19 (1.48%) Enterprise Software
Operating Systems
1 87 (6.75%) Windows
2 84 (6.52%) Linux
3 40 (3.11%) UNIX
4 13 (1.01%) Ubuntu
5 8 (0.62%) Windows 7
6 5 (0.39%) Apple iOS
6 5 (0.39%) Windows Server 2003
7 4 (0.31%) Android
8 2 (0.16%) Solaris
8 2 (0.16%) Windows Server 2012
Processes & Methodologies
1 499 (38.74%) Analytics
2 481 (37.34%) Business Intelligence
3 295 (22.90%) Data Analysis
4 254 (19.72%) ETL
5 223 (17.31%) Data Modelling
6 128 (9.94%) Agile Software Development
7 126 (9.78%) Project Management
8 124 (9.63%) Data Management
9 121 (9.39%) CRM
10 109 (8.46%) Predictive Modelling
11 100 (7.76%) Statistical Modelling
12 89 (6.91%) Machine Learning
13 81 (6.29%) Data Architecture
14 80 (6.21%) Data Analytics
15 78 (6.06%) Statistical Analysis
16 72 (5.59%) Business Analysis
17 70 (5.43%) Information Management
18 66 (5.12%) Predictive Analytics
19 60 (4.66%) MapReduce
20 56 (4.35%) ITIL
Programming Languages
1 700 (54.35%) SQL
2 244 (18.94%) Python
3 232 (18.01%) R
4 151 (11.72%) T-SQL
4 151 (11.72%) Java
5 112 (8.70%) C#
6 96 (7.45%) VBA
7 85 (6.60%) PL/SQL
8 79 (6.13%) C++
9 54 (4.19%) MATLAB
10 37 (2.87%) C
10 37 (2.87%) JavaScript
11 35 (2.72%) Scala
12 25 (1.94%) Ruby
13 22 (1.71%) VB
14 21 (1.63%) VB.NET
15 15 (1.16%) Perl
16 12 (0.93%) PHP
17 10 (0.78%) Bash Shell
18 9 (0.70%) PowerShell
Qualifications
1 369 (28.65%) Degree
2 97 (7.53%) PhD
3 20 (1.55%) Oracle Certification
4 19 (1.48%) Security Cleared
5 17 (1.32%) OCP
6 16 (1.24%) ISEB
7 12 (0.93%) NVQ Level 3
8 11 (0.85%) Cisco Certification
8 11 (0.85%) Microsoft Certification
9 10 (0.78%) MCITP
10 9 (0.70%) CISA
11 8 (0.62%) MCP
11 8 (0.62%) CCNP
11 8 (0.62%) SC Cleared
12 6 (0.47%) MCDBA
12 6 (0.47%) MCSD
12 6 (0.47%) CCNA
12 6 (0.47%) DV Cleared
12 6 (0.47%) ISTQB
12 6 (0.47%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 41 (3.18%) Data Quality
2 34 (2.64%) QA
3 16 (1.24%) ISO 9001
4 13 (1.01%) SLA
5 10 (0.78%) ISO/IEC 27001
6 9 (0.70%) Solvency II
6 9 (0.70%) COBIT
7 7 (0.54%) ISO 14001
7 7 (0.54%) Basel II
8 4 (0.31%) PCI DSS
9 2 (0.16%) Dodd-Frank
10 1 (0.078%) MiFID
10 1 (0.078%) Sarbanes-Oxley
System Software
1 21 (1.63%) HDFS
2 14 (1.09%) Active Directory
3 11 (0.85%) Snort
4 8 (0.62%) Hyper-V
4 8 (0.62%) VMware Infrastructure
5 6 (0.47%) vSphere
6 5 (0.39%) vCloud
6 5 (0.39%) XenServer
7 4 (0.31%) VMware ESX
7 4 (0.31%) Oracle RAC
8 2 (0.16%) Sendmail
9 1 (0.078%) Apache Flume
9 1 (0.078%) KVM
9 1 (0.078%) Firmware
Systems Management
1 5 (0.39%) Puppet
1 5 (0.39%) SCCM
2 4 (0.31%) Netcool
3 3 (0.23%) Opscode Chef
4 2 (0.16%) MIMEsweeper
4 2 (0.16%) MAILsweeper
5 1 (0.078%) HP UCMDB
5 1 (0.078%) WSUS
5 1 (0.078%) Control-M
Vendors
1 299 (23.21%) Microsoft
2 252 (19.57%) Oracle
3 139 (10.79%) Tableau
4 94 (7.30%) IBM
5 86 (6.68%) Business Objects
6 71 (5.51%) SAP
7 49 (3.80%) Cognos
8 37 (2.87%) MicroStrategy
9 34 (2.64%) Google
10 33 (2.56%) Informatica
11 30 (2.33%) Teradata
12 26 (2.02%) Cloudera
13 23 (1.79%) Netezza
14 21 (1.63%) Greenplum
15 18 (1.40%) Cisco
15 18 (1.40%) Omniture
15 18 (1.40%) Hortonworks
15 18 (1.40%) MapR
16 17 (1.32%) Vertica
17 16 (1.24%) Hyperion
City, London
TEKsystems
Salary: £60000 - £100000 per annum + bonus
Posted: 11 hours ago
London
The Digital Recruitment Firm
Salary: Big list of benefits *best we have seen*
Posted: 2 days ago
London
Parallel Consulting
Salary: £50000 - £65000 per annum + Bonus
Posted: 2 days ago
London
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 2 days ago
London
Paul Smith
Salary: Highly Competitive
Posted: 2 days ago
City, London
Triple Seven
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Oxfordshire
Lawrence Harvey Enterprise
Salary: £40000.00 - £60000.00 per annum + Training and bonus
Posted: 3 days ago
Havant, Hampshire
Sopra Steria Recruitment
Salary: Unspecified
Posted: 3 days ago
North West
ANSON MCCADE
Salary: £35,000 -£85,000, with excellent benefits
Posted: 3 days ago
London
ANSON MCCADE
Salary: £35,000 -£85,000, with excellent benefits
Posted: 3 days ago
City, London
Stott & May
Salary: £60000 - £70000 Per Annum + excellent benefits
Posted: 3 days ago
London
Salt
Salary: £50000 - £65000 per annum + Excellent Benefits
Posted: 3 days ago
City, London
Henderson Drake
Salary: From £57,000 to £70,000 per annum Bonus + Pension + Insurance + Dental
Posted: 3 days ago
Nottingham, Nottinghamshire
Informatiq Consulting
Salary: £50000 - £60000 per annum + bens
Posted: 3 days ago
City, London
McGregor Boyall
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Norwich, Norfolk
Venturi
Salary: £45000 - £55000 per annum + Bonus
Posted: 3 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
Posted: 3 days ago
City, London
Triple Seven
Salary: £25000 - £28000 per annum
Posted: 3 days ago
City, London
Venturi
Salary: £50000 - £65000 per annum + full bens
Posted: 4 days ago
London
Burns Sheehan
Salary: Competitive salary DOE + stock + benefits
Posted: 4 days ago