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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 1 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 374 436 405
Rank change year-on-year
+62 -31
Permanent jobs citing Data Mining 762 649 781
As % of all permanent IT jobs located in England 0.79% 0.62% 0.70%
As % of the Database & Business Intelligence category 2.58% 1.94% 2.15%
Number of salaries quoted 629 517 679
Median salary £60,000 £50,000 £50,000
Median salary % change year-on-year
+20.00% -
90% offered a salary of more than £35,000 £30,000 £32,500
10% offered a salary of more than £90,000 £80,000 £80,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
29530 33464 36324
As % of all permanent IT jobs located in England 30.54% 31.97% 32.58%
Number of salaries quoted 25504 28530 31112
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Mining as a proportion of all IT jobs with a match in 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 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 median salaries quoted in IT jobs citing Data Mining within the England region over the 3 months to 1 May 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +46 461 £67,500 +17.39% 48
South East +33 113 £45,000 +23.28% 20
East of England +37 59 £45,000 - 2
East Midlands +49 40 £35,000 -39.13% 2
South West -4 36 £58,750 +58.78% 5
North West +21 22 £42,500 +23.18% 10
Yorkshire -11 20 £37,500 +22.95% 4
West Midlands -30 7 £40,000 -30.43% 3
North East - 3 £24,500 - 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 1 May 2016, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Data Mining.

1 775 (50.36%) SQL
2 589 (38.27%) Analytics
3 518 (33.66%) Business Intelligence
4 459 (29.82%) Analytical Skills
5 449 (29.17%) Big Data
6 440 (28.59%) Finance
7 372 (24.17%) Python
8 370 (24.04%) Degree
9 351 (22.81%) Machine Learning
10 340 (22.09%) Data Warehouse
11 332 (21.57%) SQL Server
12 326 (21.18%) Java
13 317 (20.60%) R
14 304 (19.75%) Hadoop
15 274 (17.80%) Computer Science
16 267 (17.35%) Agile Software Development
17 262 (17.02%) Data Analysis
18 250 (16.24%) SAS
19 241 (15.66%) Microsoft
20 239 (15.53%) Statistics
21 238 (15.46%) ETL
22 224 (14.55%) MS Excel
23 216 (14.04%) Marketing
24 207 (13.45%) Visualisation
25 206 (13.39%) SQL Server Integration Services
26 195 (12.67%) Oracle
27 194 (12.61%) Data Modelling
27 194 (12.61%) Data Analytics
28 176 (11.44%) Mathematics
29 175 (11.37%) SQL Server Reporting Services

Data Mining
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 250 (16.24%) SAS
2 147 (9.55%) Apache Spark
3 107 (6.95%) Apache Pig
4 40 (2.60%) Tomcat
5 26 (1.69%) Apache
6 21 (1.36%) Elasticsearch
7 20 (1.30%) SharePoint
8 11 (0.71%) GlassFish
9 10 (0.65%) Node.js
10 9 (0.58%) WebSphere
11 6 (0.39%) Apache Solr
12 5 (0.32%) DNN
12 5 (0.32%) MS Exchange
12 5 (0.32%) Skype for Business
13 4 (0.26%) CMS
13 4 (0.26%) JBoss
13 4 (0.26%) SharePoint 2013
14 3 (0.19%) Confluence
14 3 (0.19%) OpenStack
14 3 (0.19%) WebLogic
Applications
1 224 (14.55%) MS Excel
2 99 (6.43%) SPSS
3 67 (4.35%) MS Office
4 27 (1.75%) MS PowerPoint
4 27 (1.75%) MS Visio
5 11 (0.71%) Weka
6 8 (0.52%) Spreadsheet
7 6 (0.39%) MS Project
8 2 (0.13%) Adobe Illustrator
8 2 (0.13%) Fireworks
8 2 (0.13%) Mathematica
8 2 (0.13%) Photoshop
9 1 (0.065%) EViews
9 1 (0.065%) Gephi
9 1 (0.065%) GNU Octave
9 1 (0.065%) S-PLUS
9 1 (0.065%) Stata
Business Applications
1 13 (0.84%) Adobe Campaign
2 11 (0.71%) Dynamics CRM
3 9 (0.58%) Data Workbench
3 9 (0.58%) Oracle 11i
4 7 (0.45%) SAP hybris
5 6 (0.39%) SAP Oil and Gas
5 6 (0.39%) Unica
6 4 (0.26%) FastStats
6 4 (0.26%) Oracle EBS
6 4 (0.26%) SAP Business One
7 3 (0.19%) Dynamics AX
7 3 (0.19%) Oracle Payables
7 3 (0.19%) SAP CRM
7 3 (0.19%) WebTrends
8 2 (0.13%) CSG Singleview
8 2 (0.13%) Relativity
8 2 (0.13%) Tesseract
9 1 (0.065%) Dynamics NAV
9 1 (0.065%) HFM
9 1 (0.065%) Hyperion Enterprise
Cloud Services
1 70 (4.55%) Amazon AWS
2 44 (2.86%) Google Analytics
3 36 (2.34%) SaaS
4 19 (1.23%) Adobe Analytics
5 18 (1.17%) Amazon EC2
5 18 (1.17%) Amazon S3
6 14 (0.91%) Amazon EMR
7 10 (0.65%) Cloud Computing
8 9 (0.58%) PaaS
9 8 (0.52%) IaaS
10 7 (0.45%) Microsoft Azure
11 4 (0.26%) Amazon ELB
11 4 (0.26%) AWS Elastic Beanstalk
11 4 (0.26%) GitHub
11 4 (0.26%) Google Cloud Platform
12 3 (0.19%) Google Tag Manager
13 2 (0.13%) Office 365
14 1 (0.065%) Azure Machine Learning
14 1 (0.065%) SuccessFactors
Communications & Networking
1 21 (1.36%) Firewall
2 11 (0.71%) Internet
3 10 (0.65%) LAN
4 9 (0.58%) SAN
5 8 (0.52%) TCP/IP
5 8 (0.52%) Wi-Fi
6 7 (0.45%) WLAN
7 6 (0.39%) Unified Communications
8 5 (0.32%) Bluetooth
8 5 (0.32%) HTTPS
8 5 (0.32%) SMS
8 5 (0.32%) VPN
8 5 (0.32%) Wideband
9 4 (0.26%) DNS
10 3 (0.19%) Intrusion Detection
10 3 (0.19%) Modbus
10 3 (0.19%) MVNO
10 3 (0.19%) Network Security
10 3 (0.19%) TACACS
10 3 (0.19%) VLAN
Database & Business Intelligence
1 449 (29.17%) Big Data
2 340 (22.09%) Data Warehouse
3 332 (21.57%) SQL Server
4 304 (19.75%) Hadoop
5 206 (13.39%) SQL Server Integration Services
6 175 (11.37%) SQL Server Reporting Services
7 154 (10.01%) Relational Database
8 149 (9.68%) SQL Server Analysis Services
9 133 (8.64%) Apache Hive
10 124 (8.06%) NoSQL
11 93 (6.04%) BusinessObjects
12 92 (5.98%) MongoDB
13 83 (5.39%) SQL Server 2008
14 69 (4.48%) MySQL
15 67 (4.35%) SQL Server 2012
16 64 (4.16%) Text Mining
17 50 (3.25%) OLAP
18 44 (2.86%) QlikView
19 43 (2.79%) RDBMS
20 36 (2.34%) Apache Cassandra
Development Applications
1 54 (3.51%) Git (software)
2 32 (2.08%) Eclipse
3 26 (1.69%) Jenkins
4 24 (1.56%) Team Foundation Server
5 23 (1.49%) NetBeans
6 21 (1.36%) Visual Studio
7 19 (1.23%) Maven
8 18 (1.17%) JIRA
9 17 (1.10%) IntelliJ
10 14 (0.91%) ERwin
11 13 (0.84%) Vagrant
12 12 (0.78%) Yeoman
13 9 (0.58%) Toad
14 6 (0.39%) FogBugz
14 6 (0.39%) JUnit
14 6 (0.39%) Selenium
14 6 (0.39%) SQL Server Management Studio (SSMS)
14 6 (0.39%) Subversion
15 5 (0.32%) EasyMock
15 5 (0.32%) WebDriver
General
1 440 (28.59%) Finance
2 216 (14.04%) Marketing
3 119 (7.73%) Retail
4 57 (3.70%) Telecoms
5 51 (3.31%) Banking
6 45 (2.92%) Legal
7 38 (2.47%) Law
8 30 (1.95%) Automotive
8 30 (1.95%) Billing
9 26 (1.69%) Advertising
10 25 (1.62%) Games
10 25 (1.62%) Pharmaceutical
11 24 (1.56%) Manufacturing
12 11 (0.71%) Financial Institution
12 11 (0.71%) Front Office
13 9 (0.58%) Back Office
13 9 (0.58%) Electronics
14 7 (0.45%) German Language
15 5 (0.32%) Brand Awareness
15 5 (0.32%) Publishing
Job Titles
1 364 (23.65%) Analyst
2 358 (23.26%) Developer
3 246 (15.98%) Data Scientist
4 144 (9.36%) Data Analyst
5 114 (7.41%) Consultant
6 101 (6.56%) Architect
7 92 (5.98%) SQL Developer
8 83 (5.39%) Business Intelligence Developer
9 65 (4.22%) Java Developer
10 60 (3.90%) SSIS Developer
11 58 (3.77%) Senior Data Scientist
12 53 (3.44%) SQL Analyst
13 50 (3.25%) SQL Server Developer
14 47 (3.05%) Data Architect
14 47 (3.05%) SQL BI Developer
15 44 (2.86%) Data Engineer
15 44 (2.86%) Machine Learning Scientist
15 44 (2.86%) Senior Analyst
16 43 (2.79%) SQL Server BI Developer
17 37 (2.40%) Systems Analyst
Libraries, Frameworks & Software Standards
1 87 (5.65%) Natural Language Processing
2 77 (5.00%) .NET
3 53 (3.44%) HTML
4 46 (2.99%) MDX
4 46 (2.99%) Web Services
5 44 (2.86%) XML
6 43 (2.79%) CSS
7 35 (2.27%) REST
8 33 (2.14%) AngularJS
9 31 (2.01%) Spring
10 28 (1.82%) SciPy
11 27 (1.75%) JMS
11 27 (1.75%) Middleware
11 27 (1.75%) Pandas
11 27 (1.75%) scikit-learn
12 24 (1.56%) Java SE
12 24 (1.56%) WCF
13 23 (1.49%) D3.js
13 23 (1.49%) JSON
14 20 (1.30%) HTML5
Miscellaneous
1 459 (29.82%) Analytical Skills
2 274 (17.80%) Computer Science
3 239 (15.53%) Statistics
4 207 (13.45%) Visualisation
5 176 (11.44%) Mathematics
6 168 (10.92%) Algorithms
7 112 (7.28%) Management Information System
8 92 (5.98%) Data Integration
9 58 (3.77%) Neural Network
10 57 (3.70%) Hedge funds
11 54 (3.51%) Physics
12 53 (3.44%) Economics
13 44 (2.86%) Data Structures
14 41 (2.66%) Smart Meter
15 29 (1.88%) Mobile App
16 27 (1.75%) Artificial Intelligence
17 26 (1.69%) Fintech
18 22 (1.43%) Enterprise Software
19 19 (1.23%) Performance Metrics
19 19 (1.23%) User Experience
Operating Systems
1 86 (5.59%) Linux
2 69 (4.48%) Windows
3 59 (3.83%) Unix
4 8 (0.52%) Apple iOS
5 7 (0.45%) Android
6 5 (0.32%) Ubuntu
7 3 (0.19%) Mac OS X
7 3 (0.19%) MVS
7 3 (0.19%) Windows Server
8 2 (0.13%) Solaris
9 1 (0.065%) Windows 7
9 1 (0.065%) Windows 8
9 1 (0.065%) Windows Server 2008
Processes & Methodologies
1 589 (38.27%) Analytics
2 518 (33.66%) Business Intelligence
3 351 (22.81%) Machine Learning
4 267 (17.35%) Agile Software Development
5 262 (17.02%) Data Analysis
6 238 (15.46%) ETL
7 194 (12.61%) Data Analytics
7 194 (12.61%) Data Modelling
8 137 (8.90%) Data Visualisation
9 127 (8.25%) Data Management
10 98 (6.37%) Statistical Analysis
11 93 (6.04%) Mentoring
12 90 (5.85%) CRM
12 90 (5.85%) MapReduce
13 89 (5.78%) Predictive Modelling
14 84 (5.46%) Project Management
15 83 (5.39%) Open Source
15 83 (5.39%) Software Engineering
16 79 (5.13%) OO
16 79 (5.13%) Statistical Modelling
Programming Languages
1 775 (50.36%) SQL
2 372 (24.17%) Python
3 326 (21.18%) Java
4 317 (20.60%) R
5 151 (9.81%) C++
6 148 (9.62%) T-SQL
7 127 (8.25%) JavaScript
8 105 (6.82%) C#
9 99 (6.43%) MATLAB
10 88 (5.72%) VBA
11 83 (5.39%) Scala
12 71 (4.61%) C
13 58 (3.77%) PL/SQL
14 40 (2.60%) Perl
15 27 (1.75%) Clojure
16 26 (1.69%) Ruby
17 24 (1.56%) Bash Shell
17 24 (1.56%) PHP
18 21 (1.36%) VB
19 13 (0.84%) Shell Script
Qualifications
1 370 (24.04%) Degree
2 159 (10.33%) PhD
3 45 (2.92%) CITP
4 34 (2.21%) Security Cleared
5 23 (1.49%) PMI Certification
5 23 (1.49%) PMP
6 21 (1.36%) PRINCE2 Certification
7 20 (1.30%) SC Cleared
8 19 (1.23%) CISSP
9 17 (1.10%) DV Cleared
9 17 (1.10%) Microsoft Certification
10 15 (0.97%) CISM
11 9 (0.58%) CCNA
11 9 (0.58%) Cisco Certification
12 7 (0.45%) ISEB
13 6 (0.39%) CEH
13 6 (0.39%) Postgraduate
13 6 (0.39%) PRINCE2 Practitioner
14 5 (0.32%) JNCIA
14 5 (0.32%) MBA
Quality Assurance & Compliance
1 130 (8.45%) Data Quality
2 82 (5.33%) QA
3 25 (1.62%) ISO 9001
4 16 (1.04%) ISO/IEC 20000
5 7 (0.45%) SLA
6 5 (0.32%) SNOMED CT
7 4 (0.26%) COBIT
8 3 (0.19%) ISAE 3402
8 3 (0.19%) SSAE 16
8 3 (0.19%) TickIT
9 2 (0.13%) Basel II
9 2 (0.13%) PMBOK
9 2 (0.13%) Sarbanes-Oxley
9 2 (0.13%) Solvency II
10 1 (0.065%) HL7
10 1 (0.065%) ISO/IEC 27001
System Software
1 20 (1.30%) HDFS
2 12 (0.78%) VirtualBox
3 9 (0.58%) Veritas Cluster Server
4 6 (0.39%) Firmware
4 6 (0.39%) VMware Infrastructure
5 4 (0.26%) Active Directory
5 4 (0.26%) Docker
5 4 (0.26%) Hyper-V
5 4 (0.26%) KVM
6 3 (0.19%) vSphere
6 3 (0.19%) Xen
7 2 (0.13%) Ceph
8 1 (0.065%) Apache Flume
8 1 (0.065%) Apache ZooKeeper
Systems Management
1 13 (0.84%) Hadoop YARN
2 5 (0.32%) Puppet
3 4 (0.26%) EMC NetWorker
3 4 (0.26%) Rundeck
4 3 (0.19%) EnCase
4 3 (0.19%) RSA Archer
5 2 (0.13%) FTK
5 2 (0.13%) Mesos
5 2 (0.13%) Opscode Chef
5 2 (0.13%) Oracle Enterprise Manager
6 1 (0.065%) HP Quality Center
6 1 (0.065%) Oozie
Vendors
1 241 (15.66%) Microsoft
2 195 (12.67%) Oracle
3 74 (4.81%) SAP
4 67 (4.35%) Tableau
5 58 (3.77%) Google
6 43 (2.79%) IBM
7 34 (2.21%) Cognos
8 31 (2.01%) Informatica
9 27 (1.75%) Adobe
9 27 (1.75%) Teradata
10 23 (1.49%) Salesforce.com
11 22 (1.43%) Facebook
11 22 (1.43%) Sophos
12 18 (1.17%) Splunk
13 17 (1.10%) TIBCO
14 16 (1.04%) BEA
14 16 (1.04%) NetSuite
15 15 (0.97%) MicroStrategy
16 14 (0.91%) Cloudera
17 13 (0.84%) SolarWinds
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: 5 hours ago
Central London / West End
Understanding Recruitment
Salary: £35000 - £50000 per annum + bens - pens, health + more
Posted: 8 hours ago
North London
Understanding Recruitment
Salary: £34000.00 - £40000.00 per annum + Execllent Benefits
Posted: 9 hours ago
Abingdon, Oxfordshire
Sophos
Salary: £45,000 - £60,000 per year
Posted: 23 hours ago
Exeter, Devon
Edge Specialist Recruitment
Salary: £50000 - £70000 per annum + Flexitime & More
Posted: 2 days ago
Exeter, Devon
Edge Specialist Recruitment
Salary: £30000 - £50000 per annum + Flexitime & More
Posted: 2 days ago
London
Opilio Recruitment
Salary: £35k - 40k per year
Posted: 2 days ago
London
Venturi
Salary: £40000.00 - £44000.00 per annum + Bonus and Benefits
Posted: 2 days ago
South East London
Experis Ltd
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: 2 days ago
Fleet, Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £35000 per annum + benefits
Posted: 2 days ago
London
ConSol Partners
Salary: From £80 to £100,000 per annum
Posted: 2 days ago
City, London
Careerwise UK Limited
Salary: £38000 - £60000 per annum
Posted: 2 days ago
Chester, Cheshire
TEKsystems
Salary: bonus and package
Posted: 2 days ago
Bristol, Avon
Third Republic Ltd
Salary: Up to £55,000 per annum
Posted: 3 days ago
Bristol, Avon
Third Republic Ltd
Salary: Up to £85,000 per annum
Posted: 3 days ago
Telford, Shropshire
Experis Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: 3 days ago
Andover, Hampshire
Experis Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: 3 days ago
South East
Advantage XPO
Posted: 3 days ago
London
Durlston Partners
Salary: Up to £60,000 per annum + Bonus (averaged 75% last year) + Benefits
Posted: 3 days ago
Central London / West End
Durlston Partners
Salary: Up to £120,000 per annum + Bonus (averaged 75-100% last year) + Benefi
Posted: 3 days ago
Cambridge, Cambridgeshire
Nationwide People Ltd
Salary: £300 - £350 Per Day
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 4 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000-£50,000(Plus excellent Package!!)
Posted: 4 days ago
Slough, Berkshire
Greythorn
Salary: £70000 - £80000 per annum
Posted: 4 days ago
City, London
Franklin Fitch Limited
Salary: From £60,000 to £130,000 per annum
Posted: 4 days ago
London
Capita Resourcing - IT Resourcing
Salary: £45000 - £50000 per annum + Employee share scheme
Posted: 4 days ago
City, London
Intelletec
Salary: From £60,000 to £90,000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £35k - £60k plus attractive benefits and extensive career progression
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits.
Posted: 5 days ago