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

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 360 385 451
Rank change year-on-year
+25 +66
Permanent jobs citing Data Mining 850 755 602
As % of all permanent IT jobs located in the UK 0.83% 0.72% 0.58%
As % of the Database & Business Intelligence category 2.63% 2.32% 1.77%
Number of salaries quoted 667 626 488
Average salary £52,500 £47,500 £47,500
Average salary % change year-on-year
+10.52% -
90% offered a salary of more than £32,500 £30,000 £30,500
10% offered a salary of more than £82,500 £70,000 £80,000
UK excluding London average salary £45,000 £42,500 £38,150
% change year-on-year
+5.88% +11.40%

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
32287 32560 33929
As % of all permanent IT jobs located in the UK 31.70% 31.00% 32.65%
Number of salaries quoted 27385 27941 28654
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
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

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 14 February 2016 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 14 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
England +43 780 £53,250 +6.50% 104
London +44 417 £60,000 +6.19% 61
South East +18 134 £51,250 +20.58% 16
City of London +47 65 £57,500 +9.52% 20
South West +19 47 £52,500 +44.82% 5
East Midlands +26 46 £50,000 -13.04% 2
Yorkshire -2 43 £40,000 +14.28% 7
West Yorkshire -1 42 £40,000 +14.28% 6
Leeds +8 41 £40,000 +14.28% 6
Berkshire +23 36 £57,500 +15.00% 3
East of England -4 36 £45,000 -5.26% 3
South Wales -5 32 £45,000 +4.04% 3
Wales -12 32 £45,000 +5.88% 3
Reading +27 29 £57,500 +7.98% 2
Surrey -11 29 £35,000 -22.22% 2
West Midlands -32 28 £32,500 -18.75% 6
Torfaen -3 27 £47,000 +4.44%
Cwmbran -3 27 £47,000 +4.44%
North West +30 26 £37,500 -16.66% 4
Nottingham +7 21 £50,000 +5.26% 1
Nottinghamshire +5 21 £50,000 +11.11% 1
Scotland +4 21 £50,000 -2.43% 7
Manchester +22 18 £31,000 -22.50% 2
Oxfordshire +2 18 £57,500 -8.00% 1
Hertfordshire -3 17 £50,000 +29.03% 1
Cambridgeshire 0 16 £42,500 -22.72% 2
Edinburgh +10 15 £42,500 -15.00% 4
Wiltshire +16 14 £65,000 +83.09% 1
Hampshire +15 14 £53,750 +106.73% 1
Swindon +14 14 £65,000 +80.55% 1

Data Mining
Top 30 Related IT Skills

For the 6 months to 14 February 2016, 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.

1 823 (50.46%) SQL
2 667 (40.90%) Analytics
3 607 (37.22%) Business Intelligence
4 505 (30.96%) Big Data
5 480 (29.43%) Analytical Skills
6 446 (27.35%) Finance
7 391 (23.97%) Data Warehouse
8 355 (21.77%) SQL Server
9 351 (21.52%) Degree
10 320 (19.62%) Agile Software Development
11 319 (19.56%) Python
12 316 (19.37%) Microsoft
13 290 (17.78%) SAS
14 285 (17.47%) Data Analysis
15 282 (17.29%) Hadoop
16 281 (17.23%) R
17 274 (16.80%) MS Excel
18 271 (16.62%) ETL
19 268 (16.43%) Machine Learning
20 267 (16.37%) Java
21 259 (15.88%) Marketing
22 258 (15.82%) Data Modelling
23 249 (15.27%) Oracle
24 243 (14.90%) SQL Server Integration Services
24 243 (14.90%) Computer Science
25 224 (13.73%) Statistics
26 207 (12.69%) SQL Server Reporting Services
27 200 (12.26%) Visualisation
28 187 (11.47%) Data Analytics
29 184 (11.28%) Mathematics

Data Mining
Top Related IT Skills by Category

For the 6 months to 14 February 2016, 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
1 290 (17.78%) SAS
2 94 (5.76%) Apache Spark
3 93 (5.70%) Apache Pig
4 41 (2.51%) Elasticsearch
5 39 (2.39%) Apache
6 34 (2.08%) SharePoint
7 30 (1.84%) Tomcat
8 13 (0.80%) SharePoint Server
9 11 (0.67%) Node.js
10 8 (0.49%) WebSphere
11 6 (0.37%) Apache Solr
11 6 (0.37%) CMS
12 4 (0.25%) IIS
12 4 (0.25%) MS Exchange
13 3 (0.18%) JBoss
14 2 (0.12%) GlassFish
14 2 (0.12%) SharePoint 2013
14 2 (0.12%) Skype for Business
14 2 (0.12%) WebLogic
15 1 (0.061%) OpenStack
Applications
1 274 (16.80%) MS Excel
2 104 (6.38%) SPSS
3 72 (4.41%) MS Office
4 32 (1.96%) MS Visio
5 27 (1.66%) MS PowerPoint
6 7 (0.43%) MS Project
6 7 (0.43%) Spreadsheet
6 7 (0.43%) Weka
7 4 (0.25%) GNU Octave
8 3 (0.18%) EViews
8 3 (0.18%) S-PLUS
9 2 (0.12%) Adobe Illustrator
9 2 (0.12%) Fireworks
9 2 (0.12%) OmniGraffle
9 2 (0.12%) Photoshop
9 2 (0.12%) Stata
10 1 (0.061%) Gephi
10 1 (0.061%) InDesign
Business Applications
1 17 (1.04%) SAP hybris
2 16 (0.98%) Oracle 11i
3 11 (0.67%) Data Workbench
4 10 (0.61%) Adobe Campaign
4 10 (0.61%) Dynamics CRM
5 7 (0.43%) FastStats
6 6 (0.37%) Dynamics AX
6 6 (0.37%) SAP CRM
7 5 (0.31%) Oracle Payables
8 4 (0.25%) Oracle EBS
8 4 (0.25%) WebTrends
9 3 (0.18%) Oracle Applications
9 3 (0.18%) Unica
10 2 (0.12%) Misys Equation
10 2 (0.12%) Relativity
10 2 (0.12%) SAP Oil and Gas
11 1 (0.061%) Dynamics NAV
11 1 (0.061%) Oracle Internet Expenses
11 1 (0.061%) Oracle Receivables
11 1 (0.061%) SAP InfiniteInsight
Cloud Services
1 62 (3.80%) Amazon AWS
2 61 (3.74%) Google Analytics
3 43 (2.64%) SaaS
4 37 (2.27%) PaaS
5 24 (1.47%) Adobe Analytics
5 24 (1.47%) Amazon EC2
6 23 (1.41%) Amazon S3
7 21 (1.29%) Microsoft Azure
8 18 (1.10%) Amazon EMR
9 14 (0.86%) Cloud Computing
10 12 (0.74%) Google Cloud Platform
11 6 (0.37%) GitHub
11 6 (0.37%) IaaS
12 5 (0.31%) Google Tag Manager
13 2 (0.12%) Amazon ELB
13 2 (0.12%) AWS Elastic Beanstalk
13 2 (0.12%) Azure Machine Learning
13 2 (0.12%) Office 365
14 1 (0.061%) Amazon Kinesis
Communications & Networking
1 25 (1.53%) LAN
2 20 (1.23%) WAN
3 17 (1.04%) SAN
4 16 (0.98%) Firewall
5 14 (0.86%) Internet
6 12 (0.74%) TCP/IP
7 9 (0.55%) DNS
8 8 (0.49%) GGSN
8 8 (0.49%) Network Security
8 8 (0.49%) SGSN
8 8 (0.49%) Wi-Fi
8 8 (0.49%) WLAN
9 7 (0.43%) SMS
10 6 (0.37%) 3GPP
10 6 (0.37%) Bluetooth
10 6 (0.37%) MVNO
10 6 (0.37%) NAS
10 6 (0.37%) Wideband
11 5 (0.31%) iSCSI
11 5 (0.31%) OpenLDAP
Database & Business Intelligence
1 505 (30.96%) Big Data
2 391 (23.97%) Data Warehouse
3 355 (21.77%) SQL Server
4 282 (17.29%) Hadoop
5 243 (14.90%) SQL Server Integration Services
6 207 (12.69%) SQL Server Reporting Services
7 169 (10.36%) SQL Server Analysis Services
8 155 (9.50%) BusinessObjects
9 127 (7.79%) Relational Database
10 123 (7.54%) Apache Hive
11 104 (6.38%) SQL Server 2008
12 99 (6.07%) MongoDB
13 95 (5.82%) SQL Server 2012
14 88 (5.40%) OLAP
15 87 (5.33%) NoSQL
16 79 (4.84%) Text Mining
17 77 (4.72%) MySQL
18 69 (4.23%) QlikView
19 67 (4.11%) Oracle Database
20 45 (2.76%) PowerPivot
Development Applications
1 44 (2.70%) Git (software)
2 26 (1.59%) Visual Studio
3 25 (1.53%) Eclipse
4 21 (1.29%) ERwin
5 20 (1.23%) JIRA
5 20 (1.23%) Team Foundation Server
6 19 (1.16%) Talend Open Studio
7 18 (1.10%) Jenkins
8 14 (0.86%) IntelliJ
8 14 (0.86%) NetBeans
8 14 (0.86%) SQL Server Management Studio (SSMS)
9 13 (0.80%) Maven
9 13 (0.80%) Subversion
9 13 (0.80%) Vagrant
9 13 (0.80%) Yeoman
10 7 (0.43%) JUnit
10 7 (0.43%) Toad
11 5 (0.31%) FogBugz
11 5 (0.31%) TeamCity
12 4 (0.25%) Eclipse RCP
General
1 446 (27.35%) Finance
2 259 (15.88%) Marketing
3 163 (9.99%) Retail
4 95 (5.82%) Telecoms
5 83 (5.09%) Banking
6 58 (3.56%) Advertising
7 48 (2.94%) Legal
8 37 (2.27%) Games
9 34 (2.08%) Pharmaceutical
10 33 (2.02%) Automotive
10 33 (2.02%) Billing
11 27 (1.66%) Manufacturing
12 23 (1.41%) Law
13 14 (0.86%) Aerospace
14 11 (0.67%) Back Office
14 11 (0.67%) Publishing
15 9 (0.55%) Financial Institution
15 9 (0.55%) Investment Banking
16 8 (0.49%) Electronics
16 8 (0.49%) Front Office
Job Titles
1 427 (26.18%) Analyst
2 348 (21.34%) Developer
3 214 (13.12%) Data Scientist
4 179 (10.97%) Data Analyst
5 145 (8.89%) Consultant
6 102 (6.25%) Architect
6 102 (6.25%) Business Intelligence Developer
7 82 (5.03%) SQL Developer
8 74 (4.54%) Business Analyst
9 73 (4.48%) Senior Analyst
10 62 (3.80%) SQL Analyst
11 52 (3.19%) Machine Learning Scientist
12 48 (2.94%) Data Manager
13 47 (2.88%) Business Intelligence Consultant
14 46 (2.82%) Business Developer
14 46 (2.82%) SQL BI Developer
15 43 (2.64%) Business Intelligence Analyst
15 43 (2.64%) SQL Data Analyst
15 43 (2.64%) SQL Server Developer
16 42 (2.58%) Data Architect
Libraries, Frameworks & Software Standards
1 92 (5.64%) .NET
1 92 (5.64%) Natural Language Processing
2 72 (4.41%) HTML
3 61 (3.74%) CSS
4 51 (3.13%) MDX
5 46 (2.82%) Web Services
6 38 (2.33%) XML
7 37 (2.27%) AngularJS
8 34 (2.08%) jQuery
9 25 (1.53%) ASP.NET
9 25 (1.53%) Pandas
9 25 (1.53%) SciPy
10 24 (1.47%) D3.js
11 23 (1.41%) Lucene
12 22 (1.35%) J2EE
12 22 (1.35%) Middleware
12 22 (1.35%) Spring
13 21 (1.29%) HTML5
14 19 (1.16%) REST
15 18 (1.10%) scikit-learn
Miscellaneous
1 480 (29.43%) Analytical Skills
2 243 (14.90%) Computer Science
3 224 (13.73%) Statistics
4 200 (12.26%) Visualisation
5 184 (11.28%) Mathematics
6 148 (9.07%) Algorithms
7 136 (8.34%) Management Information System
8 103 (6.32%) Data Integration
9 66 (4.05%) Economics
10 60 (3.68%) Physics
11 50 (3.07%) Smart Meter
12 45 (2.76%) Data Structures
13 44 (2.70%) Neural Network
14 37 (2.27%) Hedge funds
15 30 (1.84%) Mobile App
16 25 (1.53%) Data Conversion
17 24 (1.47%) Social Media
18 22 (1.35%) Enterprise Software
19 21 (1.29%) Data Extraction
20 20 (1.23%) Applied Mathematics
Operating Systems
1 101 (6.19%) Linux
2 73 (4.48%) Unix
3 67 (4.11%) Windows
4 12 (0.74%) Apple iOS
5 7 (0.43%) Android
6 6 (0.37%) CentOS
6 6 (0.37%) Red Hat Enterprise Linux
7 5 (0.31%) Mac OS X
7 5 (0.31%) MVS
7 5 (0.31%) Windows Server
8 4 (0.25%) Ubuntu
9 2 (0.12%) Solaris
9 2 (0.12%) Windows Server 2008
9 2 (0.12%) Windows Server 2012
Processes & Methodologies
1 667 (40.90%) Analytics
2 607 (37.22%) Business Intelligence
3 320 (19.62%) Agile Software Development
4 285 (17.47%) Data Analysis
5 271 (16.62%) ETL
6 268 (16.43%) Machine Learning
7 258 (15.82%) Data Modelling
8 187 (11.47%) Data Analytics
9 178 (10.91%) Data Management
10 139 (8.52%) CRM
11 134 (8.22%) Data Visualisation
12 124 (7.60%) Project Management
13 103 (6.32%) ITIL
14 98 (6.01%) Statistical Analysis
15 95 (5.82%) E-Commerce
16 93 (5.70%) Stakeholder Management
17 92 (5.64%) Business Analysis
18 89 (5.46%) Mentoring
19 83 (5.09%) Open Source
20 79 (4.84%) OO
Programming Languages
1 823 (50.46%) SQL
2 319 (19.56%) Python
3 281 (17.23%) R
4 267 (16.37%) Java
5 151 (9.26%) T-SQL
6 150 (9.20%) JavaScript
7 111 (6.81%) C#
7 111 (6.81%) C++
8 104 (6.38%) MATLAB
9 83 (5.09%) VBA
10 73 (4.48%) C
11 70 (4.29%) Scala
12 50 (3.07%) PL/SQL
13 41 (2.51%) Ruby
14 35 (2.15%) PHP
15 33 (2.02%) Bash Shell
16 32 (1.96%) Clojure
17 31 (1.90%) Perl
18 19 (1.16%) Shell Script
18 19 (1.16%) VB
Qualifications
1 351 (21.52%) Degree
2 150 (9.20%) PhD
3 59 (3.62%) Security Cleared
4 54 (3.31%) CITP
5 37 (2.27%) ISEB
6 31 (1.90%) PMI Certification
6 31 (1.90%) PMP
7 29 (1.78%) Microsoft Certification
8 25 (1.53%) PRINCE2 Certification
9 22 (1.35%) SC Cleared
10 15 (0.92%) DV Cleared
11 14 (0.86%) CISM
11 14 (0.86%) CISSP
12 11 (0.67%) ISTQB
13 8 (0.49%) CISA
13 8 (0.49%) Cisco Certification
14 7 (0.43%) CCNA
15 6 (0.37%) PRINCE2 Practitioner
16 5 (0.31%) EnCE
16 5 (0.31%) MCTS
Quality Assurance & Compliance
1 160 (9.81%) Data Quality
2 70 (4.29%) QA
3 34 (2.08%) ISO 9001
4 24 (1.47%) Basel II
5 21 (1.29%) Solvency II
6 16 (0.98%) ISO/IEC 20000
7 9 (0.55%) SLA
8 6 (0.37%) TickIT
9 5 (0.31%) SSAE 16
10 2 (0.12%) COBIT
10 2 (0.12%) ISAE 3402
10 2 (0.12%) ISO/IEC 27001
10 2 (0.12%) PMBOK
10 2 (0.12%) Sarbanes-Oxley
11 1 (0.061%) SNOMED CT
System Software
1 13 (0.80%) VirtualBox
2 10 (0.61%) VMware Infrastructure
3 8 (0.49%) Firmware
4 5 (0.31%) Active Directory
4 5 (0.31%) Hyper-V
4 5 (0.31%) NFS
4 5 (0.31%) Squid
5 4 (0.25%) HDFS
5 4 (0.25%) Veritas Cluster Server
5 4 (0.25%) VMware ESX
6 3 (0.18%) Xen
7 2 (0.12%) Apache Flume
7 2 (0.12%) vSphere
8 1 (0.061%) Apache ZooKeeper
8 1 (0.061%) Docker
8 1 (0.061%) KVM
8 1 (0.061%) vCloud
8 1 (0.061%) XenServer
Systems Management
1 5 (0.31%) EnCase
1 5 (0.31%) Hadoop YARN
1 5 (0.31%) SCCM
2 4 (0.25%) EMC NetWorker
2 4 (0.25%) Puppet
3 3 (0.18%) Backup Exec
3 3 (0.18%) Opscode Chef
3 3 (0.18%) Symantec Enterprise Vault
4 2 (0.12%) FTK
4 2 (0.12%) Oozie
4 2 (0.12%) Oracle Enterprise Manager
4 2 (0.12%) Rundeck
5 1 (0.061%) Capistrano
5 1 (0.061%) Control-M
5 1 (0.061%) vRealize
Vendors
1 316 (19.37%) Microsoft
2 249 (15.27%) Oracle
3 112 (6.87%) Tableau
4 88 (5.40%) SAP
5 68 (4.17%) IBM
6 65 (3.99%) Cognos
7 64 (3.92%) Google
8 52 (3.19%) Teradata
9 48 (2.94%) Adobe
10 43 (2.64%) Informatica
11 22 (1.35%) Symantec
12 21 (1.29%) hybris
12 21 (1.29%) MicroStrategy
13 20 (1.23%) Salesforce.com
14 19 (1.16%) Talend
15 18 (1.10%) Sophos
16 17 (1.04%) Facebook
17 16 (0.98%) Alterian
17 16 (0.98%) Splunk
17 16 (0.98%) TIBCO
London
Colston Consulting
Salary: £62000 - £75500 per annum, Benefits total package roughly £110K
Posted: Yesterday
Stoke-On-Trent, Staffordshire
LA International
Salary: £40000 per annum + Benefits
Posted: Yesterday
London
Which?
Salary: Negotiable
Posted: Yesterday
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: Yesterday
South East London
C4 Commerce
Salary: From £35,000 to £40,000 per annum
Posted: Yesterday
City, London
Careerwise UK Limited
Posted: Yesterday
Cardiff, South Glamorgan
Computer Recruiter Ltd
Salary: £30000 - £35000 Per Annum c.£35K + Shares + Excellent Benefits
Posted: Yesterday
Northampton, Northamptonshire
Spring Technology
Posted: 2 days ago
London
Qualserv
Salary: Up to £50,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £90,000 - £110,000 + EXCELLENT BENEFITS
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Circa £60,000 - £85,000 depending on level
Posted: 2 days ago
Leeds, West Yorkshire
Churchill Frank
Salary: £40000 - £45000 per annum + Lifestyle/Negotiable
Posted: 2 days ago
Reading, Berkshire
Sera Neon LTD
Salary: Pension+Life Insurance+Bonus
Posted: 2 days ago
London
Empiric.com
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 days ago
Reading, Berkshire
Sera Neon LTD
Salary: Pension+Life Insurance+Bonus
Posted: 2 days ago
Bristol, Avon
Sanderson
Salary: £35000 - £80000 per annum + Benefits
Posted: 2 days ago
Hatfield, Hertfordshire
Ocado
Salary: Competitive + Benefits
Posted: 2 days ago
Edinburgh, Midlothian
Net Talent
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 2 days ago
London
Venturi
Salary: £60000.00 - £70000.00 per annum + bonus and benefits
Posted: 3 days ago
London
Mahler Consulting
Salary: From £50,000 to £60,000 per annum + excellent corporate benefits
Posted: 3 days ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: Up to £45,000 per annum
Posted: 3 days ago
Surrey
TLP Consultancy Ltd.
Posted: 3 days ago
Newport, Gwent
Dwr Cymru Welsh Water
Posted: 3 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £40000 per annum + Bonus + benefits
Posted: 3 days ago
City, London
Digital Vision Search Ltd
Salary: From £90,000 to £100,000 per annum + Bonus + Excellent Benefits
Posted: 3 days ago
London
Venturi
Salary: £60000.00 - £80000.00 per annum + bonus and benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus attractive benefits and extensive career progression
Posted: 4 days ago
Gatwick, West Sussex
Search Consultancy
Posted: 4 days ago