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 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 366 411 457
Rank change year-on-year
+45 +46
Permanent jobs citing Data Mining 776 676 560
As % of all permanent IT jobs located in England 0.82% 0.68% 0.57%
As % of the Database & Business Intelligence category 2.59% 2.20% 1.73%
Number of salaries quoted 608 555 465
Average salary £54,000 £50,000 £46,250
Average salary % change year-on-year
+8.00% +8.10%
90% offered a salary of more than £32,500 £30,000 £30,500
10% offered a salary of more than £85,000 £70,000 £80,000
UK excluding London average salary £45,000 £42,500 £37,650
% change year-on-year
+5.88% +12.88%
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
29973 30681 32360
As % of all permanent IT jobs located in England 31.73% 30.91% 33.01%
Number of salaries quoted 25744 26510 27538
Average salary £50,000 £45,000 £45,000
Average salary % change year-on-year
+11.11% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 10 February 2016.

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 10 February 2016. 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 +43 411 £60,000 +9.09% 69
South East +34 141 £52,500 +23.52% 12
South West +18 47 £52,500 +45.83% 4
East Midlands +25 44 £50,000 -13.04%
Yorkshire -4 43 £40,000 +14.28% 5
East of England -15 33 £45,000 - 1
West Midlands -21 28 £32,500 -18.75% 7
North West +26 27 £37,500 -16.66% 2
North East - 2 £26,000 -
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 10 February 2016, 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.

1 770 (51.06%) SQL
2 646 (42.84%) Analytics
3 561 (37.20%) Business Intelligence
4 457 (30.31%) Big Data
5 450 (29.84%) Analytical Skills
6 409 (27.12%) Finance
7 354 (23.47%) Data Warehouse
8 325 (21.55%) SQL Server
9 324 (21.49%) Degree
10 307 (20.36%) Python
11 294 (19.50%) Microsoft
12 276 (18.30%) Data Analysis
13 275 (18.24%) Agile Software Development
13 275 (18.24%) R
13 275 (18.24%) Hadoop
14 265 (17.57%) SAS
15 260 (17.24%) Java
16 258 (17.11%) Machine Learning
17 257 (17.04%) MS Excel
18 256 (16.98%) ETL
19 249 (16.51%) Data Modelling
20 230 (15.25%) SQL Server Integration Services
21 227 (15.05%) Computer Science
22 226 (14.99%) Oracle
23 224 (14.85%) Marketing
24 213 (14.12%) Statistics
25 194 (12.86%) SQL Server Reporting Services
26 188 (12.47%) Visualisation
27 184 (12.20%) Data Analytics
28 175 (11.60%) Mathematics

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 10 February 2016, 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
1 265 (17.57%) SAS
2 90 (5.97%) Apache Pig
3 89 (5.90%) Apache Spark
4 41 (2.72%) Elasticsearch
5 28 (1.86%) Tomcat
6 21 (1.39%) SharePoint
7 16 (1.06%) Apache
8 10 (0.66%) Node.js
9 8 (0.53%) WebSphere
10 6 (0.40%) Apache Solr
10 6 (0.40%) CMS
11 4 (0.27%) IIS
12 3 (0.20%) JBoss
13 2 (0.13%) GlassFish
13 2 (0.13%) Skype for Business
13 2 (0.13%) WebLogic
14 1 (0.066%) MS Exchange
14 1 (0.066%) OpenStack
14 1 (0.066%) SharePoint Server
14 1 (0.066%) Umbraco
Applications
1 257 (17.04%) MS Excel
2 101 (6.70%) SPSS
3 71 (4.71%) MS Office
4 27 (1.79%) MS PowerPoint
5 20 (1.33%) MS Visio
6 8 (0.53%) Weka
7 7 (0.46%) MS Project
8 6 (0.40%) Spreadsheet
9 4 (0.27%) GNU Octave
10 3 (0.20%) EViews
10 3 (0.20%) S-PLUS
11 2 (0.13%) Adobe Illustrator
11 2 (0.13%) Fireworks
11 2 (0.13%) OmniGraffle
11 2 (0.13%) Photoshop
12 1 (0.066%) Gephi
12 1 (0.066%) InDesign
12 1 (0.066%) Stata
Business Applications
1 17 (1.13%) SAP hybris
2 11 (0.73%) Data Workbench
3 10 (0.66%) Adobe Campaign
3 10 (0.66%) Dynamics CRM
3 10 (0.66%) Oracle 11i
4 7 (0.46%) FastStats
5 6 (0.40%) Dynamics AX
5 6 (0.40%) SAP CRM
6 5 (0.33%) Oracle Payables
7 4 (0.27%) Oracle EBS
7 4 (0.27%) WebTrends
8 3 (0.20%) Oracle Applications
8 3 (0.20%) Unica
9 2 (0.13%) Misys Equation
9 2 (0.13%) Relativity
9 2 (0.13%) SAP Oil and Gas
10 1 (0.066%) Dynamics NAV
10 1 (0.066%) Oracle Internet Expenses
10 1 (0.066%) Oracle Receivables
10 1 (0.066%) SAP InfiniteInsight
Cloud Services
1 61 (4.05%) Google Analytics
2 58 (3.85%) Amazon AWS
3 41 (2.72%) SaaS
4 24 (1.59%) Adobe Analytics
5 22 (1.46%) Amazon EC2
5 22 (1.46%) Amazon S3
6 20 (1.33%) Microsoft Azure
7 18 (1.19%) Amazon EMR
8 13 (0.86%) Cloud Computing
9 12 (0.80%) Google Cloud Platform
10 7 (0.46%) IaaS
10 7 (0.46%) PaaS
11 6 (0.40%) GitHub
12 5 (0.33%) Google Tag Manager
13 2 (0.13%) Amazon ELB
13 2 (0.13%) AWS Elastic Beanstalk
13 2 (0.13%) Azure Machine Learning
13 2 (0.13%) Office 365
14 1 (0.066%) Amazon Kinesis
Communications & Networking
1 25 (1.66%) LAN
2 17 (1.13%) WAN
3 15 (0.99%) Firewall
4 11 (0.73%) Internet
5 9 (0.60%) SAN
6 8 (0.53%) Wi-Fi
6 8 (0.53%) WLAN
7 7 (0.46%) SMS
8 6 (0.40%) 3GPP
8 6 (0.40%) Bluetooth
8 6 (0.40%) MVNO
8 6 (0.40%) Wideband
9 5 (0.33%) Intrusion Detection
10 4 (0.27%) TCP/IP
10 4 (0.27%) VPN
11 3 (0.20%) DNS
11 3 (0.20%) HTTPS
11 3 (0.20%) Modbus
11 3 (0.20%) Network Security
12 2 (0.13%) FTP
Database & Business Intelligence
1 457 (30.31%) Big Data
2 354 (23.47%) Data Warehouse
3 325 (21.55%) SQL Server
4 275 (18.24%) Hadoop
5 230 (15.25%) SQL Server Integration Services
6 194 (12.86%) SQL Server Reporting Services
7 156 (10.34%) SQL Server Analysis Services
8 127 (8.42%) BusinessObjects
8 127 (8.42%) Relational Database
9 119 (7.89%) Apache Hive
10 104 (6.90%) SQL Server 2008
11 96 (6.37%) MongoDB
12 86 (5.70%) OLAP
13 84 (5.57%) SQL Server 2012
14 81 (5.37%) NoSQL
15 79 (5.24%) Text Mining
16 77 (5.11%) MySQL
17 62 (4.11%) QlikView
18 59 (3.91%) Oracle Database
19 35 (2.32%) Base SAS
Development Applications
1 44 (2.92%) Git (software)
2 25 (1.66%) Eclipse
3 23 (1.53%) Visual Studio
4 21 (1.39%) ERwin
5 20 (1.33%) JIRA
5 20 (1.33%) Team Foundation Server
6 18 (1.19%) Jenkins
7 13 (0.86%) IntelliJ
7 13 (0.86%) Maven
7 13 (0.86%) NetBeans
7 13 (0.86%) Subversion
8 12 (0.80%) SQL Server Management Studio (SSMS)
8 12 (0.80%) Vagrant
8 12 (0.80%) Yeoman
9 7 (0.46%) JUnit
9 7 (0.46%) Talend Open Studio
9 7 (0.46%) Toad
10 5 (0.33%) FogBugz
10 5 (0.33%) TeamCity
11 4 (0.27%) EasyMock
General
1 409 (27.12%) Finance
2 224 (14.85%) Marketing
3 162 (10.74%) Retail
4 62 (4.11%) Banking
5 57 (3.78%) Telecoms
6 48 (3.18%) Legal
7 34 (2.25%) Pharmaceutical
8 33 (2.19%) Automotive
8 33 (2.19%) Games
9 31 (2.06%) Billing
10 28 (1.86%) Advertising
11 27 (1.79%) Manufacturing
12 22 (1.46%) Law
13 14 (0.93%) Aerospace
14 11 (0.73%) Back Office
15 9 (0.60%) Financial Institution
15 9 (0.60%) Investment Banking
15 9 (0.60%) Publishing
16 8 (0.53%) Electronics
16 8 (0.53%) Front Office
Job Titles
1 391 (25.93%) Analyst
2 326 (21.62%) Developer
3 210 (13.93%) Data Scientist
4 175 (11.60%) Data Analyst
5 135 (8.95%) Consultant
6 94 (6.23%) Business Intelligence Developer
7 87 (5.77%) Architect
8 83 (5.50%) SQL Developer
9 62 (4.11%) Senior Analyst
9 62 (4.11%) SQL Analyst
10 54 (3.58%) Business Analyst
11 51 (3.38%) Machine Learning Scientist
12 48 (3.18%) Data Manager
13 47 (3.12%) Business Developer
13 47 (3.12%) Business Intelligence Consultant
14 46 (3.05%) SQL BI Developer
15 42 (2.79%) SQL Data Analyst
15 42 (2.79%) SQL Server Developer
16 41 (2.72%) Business Intelligence Analyst
17 39 (2.59%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 89 (5.90%) .NET
2 88 (5.84%) Natural Language Processing
3 69 (4.58%) HTML
4 61 (4.05%) CSS
5 39 (2.59%) Web Services
6 37 (2.45%) MDX
7 36 (2.39%) XML
8 35 (2.32%) AngularJS
9 34 (2.25%) jQuery
10 24 (1.59%) ASP.NET
10 24 (1.59%) Pandas
10 24 (1.59%) SciPy
11 22 (1.46%) Lucene
12 21 (1.39%) D3.js
12 21 (1.39%) HTML5
12 21 (1.39%) J2EE
12 21 (1.39%) Middleware
12 21 (1.39%) Spring
13 19 (1.26%) REST
14 17 (1.13%) scikit-learn
Miscellaneous
1 450 (29.84%) Analytical Skills
2 227 (15.05%) Computer Science
3 213 (14.12%) Statistics
4 188 (12.47%) Visualisation
5 175 (11.60%) Mathematics
6 142 (9.42%) Algorithms
7 135 (8.95%) Management Information System
8 98 (6.50%) Data Integration
9 64 (4.24%) Economics
10 59 (3.91%) Physics
11 48 (3.18%) Smart Meter
12 45 (2.98%) Data Structures
13 41 (2.72%) Neural Network
14 36 (2.39%) Hedge funds
15 29 (1.92%) Mobile App
16 25 (1.66%) Data Conversion
17 24 (1.59%) Social Media
18 21 (1.39%) Data Extraction
18 21 (1.39%) Enterprise Software
19 18 (1.19%) User Experience
Operating Systems
1 74 (4.91%) Linux
2 62 (4.11%) Windows
3 57 (3.78%) Unix
4 12 (0.80%) Apple iOS
5 7 (0.46%) Android
6 5 (0.33%) Mac OS X
6 5 (0.33%) MVS
7 4 (0.27%) Windows Server
8 3 (0.20%) Ubuntu
9 2 (0.13%) Solaris
9 2 (0.13%) Windows Server 2008
9 2 (0.13%) Windows Server 2012
10 1 (0.066%) Red Hat Enterprise Linux
Processes & Methodologies
1 646 (42.84%) Analytics
2 561 (37.20%) Business Intelligence
3 276 (18.30%) Data Analysis
4 275 (18.24%) Agile Software Development
5 258 (17.11%) Machine Learning
6 256 (16.98%) ETL
7 249 (16.51%) Data Modelling
8 184 (12.20%) Data Analytics
9 163 (10.81%) Data Management
10 136 (9.02%) CRM
11 131 (8.69%) Data Visualisation
12 111 (7.36%) Project Management
13 100 (6.63%) ITIL
14 93 (6.17%) Statistical Analysis
15 81 (5.37%) Mentoring
16 80 (5.31%) OO
16 80 (5.31%) Open Source
17 75 (4.97%) Data Governance
18 71 (4.71%) Business Analysis
19 67 (4.44%) Stakeholder Management
Programming Languages
1 770 (51.06%) SQL
2 307 (20.36%) Python
3 275 (18.24%) R
4 260 (17.24%) Java
5 151 (10.01%) T-SQL
6 144 (9.55%) JavaScript
7 106 (7.03%) C#
8 99 (6.56%) MATLAB
9 96 (6.37%) C++
10 78 (5.17%) VBA
11 67 (4.44%) Scala
12 64 (4.24%) C
13 44 (2.92%) PL/SQL
14 38 (2.52%) Ruby
15 36 (2.39%) PHP
16 32 (2.12%) Bash Shell
17 31 (2.06%) Clojure
18 30 (1.99%) Perl
19 19 (1.26%) VB
20 18 (1.19%) VB.NET
Qualifications
1 324 (21.49%) Degree
2 145 (9.62%) PhD
3 52 (3.45%) CITP
3 52 (3.45%) Security Cleared
4 30 (1.99%) PMI Certification
4 30 (1.99%) PMP
5 24 (1.59%) PRINCE2 Certification
6 22 (1.46%) SC Cleared
7 18 (1.19%) Microsoft Certification
8 16 (1.06%) DV Cleared
9 14 (0.93%) CISM
9 14 (0.93%) CISSP
10 8 (0.53%) CISA
11 7 (0.46%) CCNA
11 7 (0.46%) Cisco Certification
11 7 (0.46%) ISEB
12 6 (0.40%) MCDBA
12 6 (0.40%) PRINCE2 Practitioner
13 5 (0.33%) EnCE
13 5 (0.33%) MCTS
Quality Assurance & Compliance
1 159 (10.54%) Data Quality
2 55 (3.65%) QA
3 33 (2.19%) ISO 9001
4 15 (0.99%) ISO/IEC 20000
5 9 (0.60%) SLA
6 6 (0.40%) TickIT
7 5 (0.33%) Basel II
7 5 (0.33%) SSAE 16
8 2 (0.13%) COBIT
8 2 (0.13%) ISAE 3402
8 2 (0.13%) ISO/IEC 27001
8 2 (0.13%) PMBOK
8 2 (0.13%) Sarbanes-Oxley
8 2 (0.13%) Solvency II
9 1 (0.066%) SNOMED CT
System Software
1 12 (0.80%) VirtualBox
2 8 (0.53%) Firmware
3 6 (0.40%) VMware Infrastructure
4 4 (0.27%) Active Directory
4 4 (0.27%) Hyper-V
4 4 (0.27%) Veritas Cluster Server
4 4 (0.27%) VMware ESX
5 3 (0.20%) HDFS
6 2 (0.13%) Apache Flume
6 2 (0.13%) Xen
7 1 (0.066%) Apache ZooKeeper
7 1 (0.066%) Docker
7 1 (0.066%) KVM
7 1 (0.066%) vSphere
Systems Management
1 5 (0.33%) EnCase
1 5 (0.33%) Hadoop YARN
1 5 (0.33%) SCCM
2 4 (0.27%) EMC NetWorker
2 4 (0.27%) Puppet
3 3 (0.20%) Opscode Chef
4 2 (0.13%) FTK
4 2 (0.13%) Oracle Enterprise Manager
4 2 (0.13%) Rundeck
5 1 (0.066%) Capistrano
5 1 (0.066%) Control-M
5 1 (0.066%) Oozie
Vendors
1 294 (19.50%) Microsoft
2 226 (14.99%) Oracle
3 97 (6.43%) Tableau
4 88 (5.84%) SAP
5 64 (4.24%) Google
6 54 (3.58%) IBM
7 50 (3.32%) Cognos
8 48 (3.18%) Adobe
9 44 (2.92%) Teradata
10 31 (2.06%) Informatica
11 21 (1.39%) hybris
12 20 (1.33%) MicroStrategy
13 18 (1.19%) Salesforce.com
13 18 (1.19%) Sophos
13 18 (1.19%) Symantec
14 16 (1.06%) Alterian
14 16 (1.06%) Facebook
14 16 (1.06%) Splunk
15 14 (0.93%) Sybase
15 14 (0.93%) TIBCO
South East
Advantage XPO
Posted: 2 days ago
Redhill, Surrey
Mortimer Spinks
Salary: £30000 - £35000 per annum + 35000 Plus Bonus and Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum Benefits
Posted: 3 days ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 3 days ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 3 days ago
London
Harrington Starr
Salary: £50000 - £60000 per annum + Benefits + Bonus
Posted: 4 days ago
London
Colston Consulting
Salary: £62000 - £75500 per annum, Benefits total package roughly £110K
Posted: 5 days ago
Surrey
ECM Selection
Salary: to £35k + benefits
Posted: 5 days ago
City, London
Venturi
Salary: £50000 - £65000 per annum + FULL BENS
Posted: 5 days ago
London
Salt
Salary: £85000 - £100000 per annum + Excellent Benefits & Bonus
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £85000 per annum + bonus + benefits
Posted: 5 days ago
South East London
Client Server
Salary: £40k to £50k + benefits
Posted: 5 days ago
North London
360 Resourcing Solutions
Salary: Competitive
Posted: 5 days ago
London
Oliver James Associates
Salary: £33000 - £43000 per annum + a competitive benefits package
Posted: 5 days ago
London
Exposed Solutions
Salary: £45000 - £55000 per annum
Posted: 5 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
Posted: 5 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 5 days ago
London
Salt
Salary: £80000 - £100000 per annum + Excellent Benefits & Bonus
Posted: 6 days ago
London
Salt
Salary: £45000 - £65000 per annum + Excellent Benefits
Posted: 6 days ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: Negotiable dependent on experience
Posted: 6 days ago
Warwickshire
Iress
Posted: 6 days ago
East London
Coal IT Services
Salary: From £70,000 to £80,000 per annum + excellent benefits
Posted: 6 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 6 days ago
London
Staffworx Ltd
Salary: to £60K + bonus (to 25%) + full bens
Posted: 6 days ago
South East
Parallel Consulting
Salary: £11000 - £55000 per annum
Posted: 6 days ago
Newbury, Berkshire
SLR Consultants
Posted: 7 days ago
Frodsham, Cheshire
Spirit Data Capture
Salary: Competitive + Negotiable
Posted: 9 days ago
Abingdon, Oxfordshire
Sophos
Salary: Highly Competitive + bonus & benefits
Posted: 16 days ago
Swindon, Wiltshire
Tibco Software
Salary: Unspecified
Posted: 16 days ago
Leeds
Jet2.com
Posted: 19 days ago