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 4 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Mar 2015
Same period 2014 Same period 2013
Data Mining
Rank 360 408 416
Rank change year-on-year
+48 +8
Permanent jobs citing Data Mining 769 636 601
As % of all permanent IT jobs located in the UK 0.72% 0.60% 0.56%
As % of the Database & Business Intelligence category 2.39% 1.89% 1.74%
Number of salaries quoted 634 528 497
Average salary £47,500 £49,500 £50,000
Average salary % change year-on-year
-4.04% -1.00%
90% offered a salary of more than £30,000 £31,100 £32,500
10% offered a salary of more than £72,500 £80,000 £72,750
UK excluding London average salary £42,500 £37,650 £41,000
% change year-on-year
+12.88% -8.17%

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
32145 33660 34532
As % of all permanent IT jobs located in the UK 30.21% 31.54% 32.28%
Number of salaries quoted 27415 28299 30225
Average salary £45,000 £45,000 £43,000
Average salary % change year-on-year
- +4.65%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London average salary £40,000 £40,000 £39,500
% change year-on-year
- +1.26%

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 4 March 2015 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 4 March 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
England +26 688 £50,000 - 122
London -3 355 £55,000 -8.33% 66
South East +29 115 £42,500 -5.55% 22
City of London -4 71 £52,500 -4.54% 18
Yorkshire +13 54 £32,500 -9.72% 11
West Yorkshire +12 52 £31,750 -11.80% 10
East of England 0 51 £45,000 +20.00% 2
Surrey +32 45 £45,000 +20.00% 4
Wales +25 41 £47,500 +58.33% 3
South Wales +15 40 £47,500 +58.33% 2
Leeds +6 38 £31,000 -13.88% 9
Cwmbran - 35 £47,500 -
Torfaen - 35 £47,500 -
West Midlands -16 34 £40,000 - 4
North West -1 27 £45,000 +38.46% 9
Berkshire -3 25 £44,500 -25.83% 6
Scotland +22 24 £55,000 +15.78% 8
South West -4 23 £35,500 +57.77% 6
East Midlands +42 22 £57,500 +49.35% 1
Nottinghamshire +31 21 £47,500 -36.66%
Nottingham +26 21 £47,500 -36.66%
Hertfordshire -12 21 £38,750 +19.23% 1
Manchester +16 20 £40,000 +23.07% 5
Guildford +18 16 £45,000 +20.00% 2
Birmingham -13 15 £36,500 +12.30% 2
Cambridgeshire -2 13 £47,500 +26.66%
Glasgow +18 12 £55,000 +22.22% 2
Buckinghamshire +2 12 £42,500 -5.55% 1
Bracknell - 12 £60,000 - 2
Oxfordshire +12 11 £28,000 -47.90% 2

Data Mining
Top 30 Related IT Skills

For the 6 months to 4 March 2015, 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.

1 807 (53.37%) SQL
2 516 (34.13%) Business Intelligence
3 505 (33.40%) Analytical Skills
4 489 (32.34%) Analytics
5 433 (28.64%) SQL Server
6 406 (26.85%) Data Warehouse
7 398 (26.32%) Finance
8 376 (24.87%) Data Analysis
9 355 (23.48%) Degree
10 330 (21.83%) MS Excel
11 329 (21.76%) Big Data
12 319 (21.10%) ETL
12 319 (21.10%) Oracle
13 287 (18.98%) Microsoft
14 278 (18.39%) Marketing
15 271 (17.92%) SAS
16 242 (16.01%) Python
17 239 (15.81%) SQL Server Integration Services
18 237 (15.67%) Data Modelling
19 225 (14.88%) SQL Server Reporting Services
19 225 (14.88%) Visualisation
20 218 (14.42%) R
21 215 (14.22%) SPSS
22 202 (13.36%) Statistics
23 193 (12.76%) Java
24 178 (11.77%) Mathematics
25 176 (11.64%) Hadoop
26 169 (11.18%) Agile Software Development
27 168 (11.11%) T-SQL
27 168 (11.11%) SQL Server Analysis Services

Data Mining
Top Related IT Skills by Category

For the 6 months to 4 March 2015, 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
1 271 (17.92%) SAS
2 69 (4.56%) SharePoint
3 53 (3.51%) Apache Pig
4 32 (2.12%) Oracle Coherence
5 22 (1.46%) Apache
6 17 (1.12%) Apache Spark
7 15 (0.99%) Tomcat
8 13 (0.86%) MS Exchange
9 11 (0.73%) CMS
10 10 (0.66%) Elasticsearch
11 9 (0.60%) Exchange Server 2013
11 9 (0.60%) JBoss
11 9 (0.60%) WebSphere
12 7 (0.46%) Node.js
13 6 (0.40%) Exchange Server 2010
13 6 (0.40%) nginx
14 5 (0.33%) WebLogic
15 4 (0.26%) Oracle SOA Suite
15 4 (0.26%) Gentran
15 4 (0.26%) SharePoint Server
Applications
1 330 (21.83%) MS Excel
2 215 (14.22%) SPSS
3 132 (8.73%) MS Office
4 76 (5.03%) MS Visio
5 63 (4.17%) PowerPivot
6 42 (2.78%) MS PowerPoint
7 33 (2.18%) MS Project
8 21 (1.39%) Stata
9 12 (0.79%) CPLEX
10 9 (0.60%) Spreadsheet
11 6 (0.40%) FastStats
12 5 (0.33%) Photoshop
13 3 (0.20%) Gephi
13 3 (0.20%) Adobe Illustrator
14 2 (0.13%) Mingle
15 1 (0.066%) EViews
15 1 (0.066%) Weka
Business Applications
1 25 (1.65%) Google Analytics
2 23 (1.52%) Dynamics CRM
3 13 (0.86%) Oracle EBS
4 10 (0.66%) Oracle 11i
5 9 (0.60%) Cognos TM1
6 8 (0.53%) Hyperion Planning
6 8 (0.53%) HFM
7 7 (0.46%) SAP InfiniteInsight
8 4 (0.26%) Markit EDM
8 4 (0.26%) SalesLogix
8 4 (0.26%) SAP CRM
8 4 (0.26%) Pivotal CRM
9 3 (0.20%) Remedy ITSM
10 2 (0.13%) SiteCatalyst
10 2 (0.13%) Cognos Business Intelligence
10 2 (0.13%) SAP MDM
10 2 (0.13%) SAP QM
10 2 (0.13%) WebTrends
10 2 (0.13%) Agresso
10 2 (0.13%) SAP MM
Cloud Services
1 57 (3.77%) PaaS
2 37 (2.45%) SaaS
3 18 (1.19%) Microsoft Azure
3 18 (1.19%) Amazon AWS
4 15 (0.99%) Cloud Computing
5 8 (0.53%) Amazon SQS
6 6 (0.40%) Google Cloud Platform
7 5 (0.33%) Amazon EMR
8 4 (0.26%) Amazon EC2
8 4 (0.26%) CloudBees
9 2 (0.13%) Amazon S3
9 2 (0.13%) Trello
10 1 (0.066%) Amazon ELB
10 1 (0.066%) Route 53
Communications & Networking
1 21 (1.39%) Firewall
2 20 (1.32%) Internet
2 20 (1.32%) TCP/IP
3 18 (1.19%) WAN
4 17 (1.12%) VPN
5 15 (0.99%) HTTP
5 15 (0.99%) LAN
6 14 (0.93%) MPLS
7 13 (0.86%) Cisco ASA
8 12 (0.79%) Cisco PIX
8 12 (0.79%) Intrusion Detection
9 10 (0.66%) NetScaler
10 9 (0.60%) Cisco Nexus
10 9 (0.60%) Intranet
10 9 (0.60%) SAN
11 8 (0.53%) NAS
11 8 (0.53%) Cisco IOS
12 7 (0.46%) SSL
13 6 (0.40%) VPLS
13 6 (0.40%) IPv4
Database & Business Intelligence
1 433 (28.64%) SQL Server
2 406 (26.85%) Data Warehouse
3 329 (21.76%) Big Data
4 239 (15.81%) SQL Server Integration Services
5 225 (14.88%) SQL Server Reporting Services
6 176 (11.64%) Hadoop
7 168 (11.11%) SQL Server Analysis Services
8 140 (9.26%) Relational Database
9 108 (7.14%) OLAP
10 101 (6.68%) QlikView
11 99 (6.55%) SQL Server 2008
12 76 (5.03%) Oracle Database
13 70 (4.63%) MongoDB
14 62 (4.10%) SQL Server 2012
15 57 (3.77%) MySQL
16 55 (3.64%) Oracle OLAP
17 50 (3.31%) Apache Hive
18 49 (3.24%) NoSQL
19 37 (2.45%) MS Access
20 32 (2.12%) SAS Enterprise Miner
Development Applications
1 28 (1.85%) Visual Studio
2 20 (1.32%) SQL Server Management Studio (SSMS)
3 16 (1.06%) Team Foundation Server
4 12 (0.79%) Subversion
4 12 (0.79%) Eclipse
4 12 (0.79%) Oracle Forms
5 8 (0.53%) JUnit
5 8 (0.53%) Toad
6 6 (0.40%) Talend Open Studio
7 5 (0.33%) JIRA
7 5 (0.33%) ReSharper
7 5 (0.33%) Git (software)
7 5 (0.33%) SoapUI
7 5 (0.33%) Moq
8 4 (0.26%) NetBeans
8 4 (0.26%) VSS/SourceSafe
8 4 (0.26%) Jenkins
9 3 (0.20%) Maven
9 3 (0.20%) Oracle APEX
10 2 (0.13%) PHPUnit
General
1 398 (26.32%) Finance
2 278 (18.39%) Marketing
3 142 (9.39%) Retail
4 121 (8.00%) Banking
5 90 (5.95%) Advertising
6 84 (5.56%) Telecoms
7 32 (2.12%) Billing
8 31 (2.05%) Legal
9 30 (1.98%) Investment Banking
10 24 (1.59%) Manufacturing
11 20 (1.32%) Games
12 13 (0.86%) Pharmaceutical
12 13 (0.86%) Financial Institution
12 13 (0.86%) Front Office
13 11 (0.73%) Law
14 9 (0.60%) Publishing
15 8 (0.53%) Automotive
16 6 (0.40%) Online Betting
16 6 (0.40%) French Language
16 6 (0.40%) Back Office
Job Titles
1 537 (35.52%) Analyst
2 280 (18.52%) Developer
3 164 (10.85%) Data Analyst
4 149 (9.85%) Consultant
5 136 (8.99%) Business Analyst
6 131 (8.66%) Data Scientist
7 98 (6.48%) Architect
8 97 (6.42%) Business Intelligence Developer
9 66 (4.37%) Business Intelligence Consultant
10 58 (3.84%) Business Intelligence Analyst
11 51 (3.37%) Senior Analyst
12 50 (3.31%) Data Architect
13 46 (3.04%) Administrator
13 46 (3.04%) Technical Analyst
14 45 (2.98%) Support Analyst
14 45 (2.98%) Insight Analyst
15 40 (2.65%) DBA
16 33 (2.18%) Data Modeller
17 31 (2.05%) Data Consultant
18 29 (1.92%) Senior Developer
Libraries, Frameworks & Software Standards
1 85 (5.62%) .NET
2 66 (4.37%) XML
3 48 (3.17%) HTML
4 41 (2.71%) Web Services
5 34 (2.25%) MDX
6 28 (1.85%) CSS
7 25 (1.65%) ASP.NET
8 23 (1.52%) Pandas
9 20 (1.32%) .NET Framework
10 17 (1.12%) HTML5
11 15 (0.99%) LAMP
11 15 (0.99%) jQuery
12 14 (0.93%) RESTful
13 13 (0.86%) J2EE
13 13 (0.86%) Spring
13 13 (0.86%) Natural Language Processing
14 12 (0.79%) JSP
15 11 (0.73%) Servlets
15 11 (0.73%) SOAP
15 11 (0.73%) Django
Miscellaneous
1 505 (33.40%) Analytical Skills
2 225 (14.88%) Visualisation
3 202 (13.36%) Statistics
4 178 (11.77%) Mathematics
5 159 (10.52%) Computer Science
6 139 (9.19%) Algorithms
7 112 (7.41%) Management Information System
8 63 (4.17%) Neural Network
9 59 (3.90%) Data Structures
10 56 (3.70%) User Experience
11 52 (3.44%) Data Integration
12 45 (2.98%) Physics
13 44 (2.91%) Artificial Intelligence
14 39 (2.58%) Open Source
14 39 (2.58%) Data Extraction
15 38 (2.51%) Economics
16 27 (1.79%) Data Conversion
17 26 (1.72%) Enterprise Software
17 26 (1.72%) Replication
17 26 (1.72%) Clustering
Operating Systems
1 112 (7.41%) Windows
2 100 (6.61%) Linux
3 68 (4.50%) UNIX
4 17 (1.12%) Windows 7
5 15 (0.99%) Windows Server 2008
6 14 (0.93%) Ubuntu
7 13 (0.86%) Apple iOS
8 10 (0.66%) Windows Server 2012
9 9 (0.60%) Red Hat Enterprise Linux
9 9 (0.60%) Android
10 8 (0.53%) Windows Server 2003
10 8 (0.53%) Windows 8
11 5 (0.33%) CentOS
12 1 (0.066%) Windows XP
Processes & Methodologies
1 516 (34.13%) Business Intelligence
2 489 (32.34%) Analytics
3 376 (24.87%) Data Analysis
4 319 (21.10%) ETL
5 237 (15.67%) Data Modelling
6 169 (11.18%) Agile Software Development
7 154 (10.19%) CRM
8 136 (8.99%) Project Management
9 129 (8.53%) E-Commerce
10 119 (7.87%) Predictive Modelling
11 117 (7.74%) Data Management
12 110 (7.28%) Statistical Modelling
13 96 (6.35%) Machine Learning
14 91 (6.02%) ITIL
15 87 (5.75%) Business Analysis
16 85 (5.62%) Data Architecture
17 73 (4.83%) Software Engineering
18 72 (4.76%) Statistical Analysis
19 69 (4.56%) Data Analytics
20 64 (4.23%) Data Cleansing
Programming Languages
1 807 (53.37%) SQL
2 242 (16.01%) Python
3 218 (14.42%) R
4 193 (12.76%) Java
5 168 (11.11%) T-SQL
6 137 (9.06%) C#
7 101 (6.68%) VBA
8 100 (6.61%) C++
9 83 (5.49%) PL/SQL
10 63 (4.17%) MATLAB
11 61 (4.03%) JavaScript
12 56 (3.70%) Ruby
13 43 (2.84%) Scala
14 39 (2.58%) C
15 34 (2.25%) VB
16 31 (2.05%) PHP
17 17 (1.12%) VB.NET
18 13 (0.86%) Perl
18 13 (0.86%) F#
19 12 (0.79%) Clojure
Qualifications
1 355 (23.48%) Degree
2 102 (6.75%) PhD
3 29 (1.92%) ISEB
4 26 (1.72%) VCP4
5 21 (1.39%) Microsoft Certification
6 19 (1.26%) Security Cleared
7 17 (1.12%) Cisco Certification
8 16 (1.06%) NVQ Level 3
9 15 (0.99%) CCNP
9 15 (0.99%) MCITP
10 13 (0.86%) MCP
10 13 (0.86%) CCIE
10 13 (0.86%) CISA
11 12 (0.79%) SC Cleared
12 11 (0.73%) MCSD
12 11 (0.73%) MCDBA
13 9 (0.60%) ISTQB Foundation Certification
13 9 (0.60%) CISM
13 9 (0.60%) ISTQB
13 9 (0.60%) CRISC
Quality Assurance & Compliance
1 51 (3.37%) QA
2 21 (1.39%) ISO 9001
3 19 (1.26%) SLA
4 17 (1.12%) Basel II
4 17 (1.12%) Data Quality
5 13 (0.86%) Solvency II
6 11 (0.73%) COBIT
7 6 (0.40%) PCI DSS
7 6 (0.40%) ISO/IEC 27001
8 3 (0.20%) Dodd-Frank
8 3 (0.20%) Sarbanes-Oxley
9 2 (0.13%) Basel III
9 2 (0.13%) EMIR
10 1 (0.066%) GAAP
10 1 (0.066%) MiFID
System Software
1 21 (1.39%) Active Directory
2 18 (1.19%) HDFS
3 13 (0.86%) VMware Infrastructure
4 12 (0.79%) Oracle RAC
4 12 (0.79%) Snort
5 10 (0.66%) Hyper-V
6 9 (0.60%) Firmware
7 7 (0.46%) vSphere
8 5 (0.33%) Apache Flume
8 5 (0.33%) XenServer
9 4 (0.26%) vCloud
9 4 (0.26%) Xen
10 2 (0.13%) XenApp
10 2 (0.13%) Sendmail
10 2 (0.13%) Squid
11 1 (0.066%) Docker
11 1 (0.066%) NFS
11 1 (0.066%) Microsoft App-V
11 1 (0.066%) XenDesktop
11 1 (0.066%) EMC RecoverPoint
Systems Management
1 7 (0.46%) SCCM
1 7 (0.46%) Puppet
2 6 (0.40%) SCOM
3 5 (0.33%) Opscode Chef
4 3 (0.20%) Vagrant
4 3 (0.20%) Ansible
4 3 (0.20%) Nagios
4 3 (0.20%) Control-M
4 3 (0.20%) Cacti
5 2 (0.13%) CA Endevor
5 2 (0.13%) MIMEsweeper
5 2 (0.13%) MAILsweeper
6 1 (0.066%) EMC NetWorker
Vendors
1 319 (21.10%) Oracle
2 287 (18.98%) Microsoft
3 119 (7.87%) Business Objects
4 99 (6.55%) Tableau
5 93 (6.15%) IBM
6 66 (4.37%) Teradata
7 59 (3.90%) SAP
8 56 (3.70%) Cognos
9 47 (3.11%) MicroStrategy
10 44 (2.91%) Netezza
11 39 (2.58%) Informatica
12 33 (2.18%) Google
13 26 (1.72%) Cisco
14 22 (1.46%) Ab Initio
15 21 (1.39%) Hyperion
15 21 (1.39%) Omniture
15 21 (1.39%) Cloudera
16 16 (1.06%) VMware
16 16 (1.06%) Siebel
17 15 (0.99%) MapR
London
Nicoll Curtin
Salary: £40000.00 - £45000.00 per annum
Posted: 2 hours ago
London
Nicoll Curtin
Salary: £65000.00 - £75000.00 per annum
Posted: 3 hours ago
London
Nicoll Curtin
Salary: £40000.00 - £45000.00 per annum
Posted: 3 hours ago
London
Venturi
Salary: £55000 - £85000 per annum + 15% bonus + Benefits
Posted: 5 hours ago
London
ANSON MCCADE
Salary: UKP 60000 per hour
Posted: 6 hours ago
South East London
set2recruit
Salary: From £45,000 to £65,000 per annum £50k - £80k + Bonus and Benefits
Posted: 7 hours ago
North West
ANSON MCCADE
Salary: UKP 60000 per year
Posted: 7 hours ago
London
ANSON MCCADE
Salary: UKP 60000 per year
Posted: 7 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £80000 - £110000 per annum
Posted: 7 hours ago
North West
Experis Ltd
Salary: £40000 - £48000 per annum + excellent benefits
Posted: 8 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £90000 per annum
Posted: 8 hours ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 11 hours ago
Dunfermline, Fife
Harvey Nash plc
Salary: £45000 - £50000 per annum + Excellent Benefits
Posted: Yesterday
London
Careerwise UK Limited
Salary: £60000 - £90000 per annum + Benefits
Posted: Yesterday
UK
Careerwise UK Limited
Salary: £75000 - £95000 per annum + bonus + benefits
Posted: Yesterday
London
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum plus benefits.
Posted: Yesterday
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum +attractive benefits and extensive c
Posted: Yesterday
Manchester, Lancashire
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum +attractive benefits and extensive c
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum +attractive benefits and extensive c
Posted: Yesterday
Guildford, Surrey
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum +attractive benefits and extensive c
Posted: Yesterday