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 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 396 443 418
Rank change year-on-year
+47 -25
Permanent jobs citing Data Mining 660 619 761
As % of all permanent IT jobs located in England 0.72% 0.61% 0.68%
As % of the Database & Business Intelligence category 2.37% 1.86% 2.09%
Number of salaries quoted 570 466 660
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 £31,000 £32,500
10% offered a salary of more than £92,500 £77,750 £80,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
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
27846 33239 36389
As % of all permanent IT jobs located in England 30.30% 32.51% 32.52%
Number of salaries quoted 24096 28334 31501
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 £32,000 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 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 29 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 +51 409 £67,500 +12.50% 47
South East +52 110 £45,000 - 14
East of England +50 53 £50,000 +11.11% 8
East Midlands +36 25 £35,000 -12.50% 2
South West +4 25 £57,500 +53.33% 1
North West +10 22 £40,000 +14.28% 7
Yorkshire -23 8 £40,000 +25.98% 7
West Midlands -19 5 £47,500 -17.39% 1
North East - 2 £24,500 -
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 29 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.

1 723 (49.49%) SQL
2 545 (37.30%) Analytics
3 463 (31.69%) Business Intelligence
4 428 (29.30%) Finance
5 426 (29.16%) Analytical Skills
6 419 (28.68%) Big Data
7 385 (26.35%) Python
8 371 (25.39%) Degree
9 366 (25.05%) Machine Learning
10 324 (22.18%) Java
11 320 (21.90%) R
12 314 (21.49%) Data Warehouse
13 313 (21.42%) SQL Server
14 283 (19.37%) Hadoop
15 277 (18.96%) Computer Science
16 260 (17.80%) Agile Software Development
17 249 (17.04%) Data Analysis
18 227 (15.54%) Statistics
19 223 (15.26%) ETL
20 220 (15.06%) SAS
21 205 (14.03%) Microsoft
22 202 (13.83%) Visualisation
23 198 (13.55%) Data Analytics
24 188 (12.87%) Marketing
25 186 (12.73%) MS Excel
26 184 (12.59%) Algorithms
27 182 (12.46%) SQL Server Integration Services
28 181 (12.39%) Oracle
29 172 (11.77%) Relational Database
30 165 (11.29%) C++

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
1 220 (15.06%) SAS
2 162 (11.09%) Apache Spark
3 107 (7.32%) Apache Pig
4 41 (2.81%) Tomcat
5 24 (1.64%) Apache
6 21 (1.44%) Elasticsearch
7 19 (1.30%) SharePoint
8 13 (0.89%) GlassFish
9 12 (0.82%) Node.js
10 10 (0.68%) WebSphere
11 7 (0.48%) Confluence
12 6 (0.41%) Apache Solr
12 6 (0.41%) DNN
13 5 (0.34%) JBoss
14 4 (0.27%) MS Exchange
14 4 (0.27%) SharePoint 2013
14 4 (0.27%) Skype for Business
14 4 (0.27%) WebLogic
15 3 (0.21%) IIS
15 3 (0.21%) OpenStack
Applications
1 186 (12.73%) MS Excel
2 95 (6.50%) SPSS
3 49 (3.35%) MS Office
4 28 (1.92%) MS PowerPoint
5 22 (1.51%) MS Visio
6 10 (0.68%) Spreadsheet
6 10 (0.68%) Weka
7 5 (0.34%) Mathematica
7 5 (0.34%) MS Project
8 2 (0.14%) Adobe Illustrator
8 2 (0.14%) Fireworks
8 2 (0.14%) Photoshop
9 1 (0.068%) EViews
9 1 (0.068%) S-PLUS
9 1 (0.068%) Stata
Business Applications
1 9 (0.62%) Adobe Campaign
1 9 (0.62%) Dynamics CRM
1 9 (0.62%) Oracle 11i
1 9 (0.62%) SAP Oil and Gas
2 4 (0.27%) FastStats
2 4 (0.27%) SAP Business One
2 4 (0.27%) Unica
3 3 (0.21%) Oracle EBS
3 3 (0.21%) Oracle Payables
3 3 (0.21%) SAP hybris
3 3 (0.21%) Sentinel
4 2 (0.14%) CSG Singleview
4 2 (0.14%) Dynamics AX
4 2 (0.14%) Dynamics NAV
4 2 (0.14%) Relativity
4 2 (0.14%) Tesseract
5 1 (0.068%) Cognos Business Intelligence
5 1 (0.068%) SAP FI
5 1 (0.068%) SAP InfiniteInsight
5 1 (0.068%) WebTrends
Cloud Services
1 64 (4.38%) Amazon AWS
2 32 (2.19%) Google Analytics
3 28 (1.92%) SaaS
4 18 (1.23%) Adobe Analytics
5 14 (0.96%) Amazon EC2
5 14 (0.96%) Amazon S3
6 11 (0.75%) Amazon EMR
7 8 (0.55%) Cloud Computing
8 6 (0.41%) IaaS
8 6 (0.41%) Microsoft Azure
8 6 (0.41%) PaaS
9 4 (0.27%) GitHub
10 3 (0.21%) Amazon ELB
10 3 (0.21%) AWS Elastic Beanstalk
11 2 (0.14%) Google Cloud Platform
11 2 (0.14%) SuccessFactors
12 1 (0.068%) Azure Machine Learning
12 1 (0.068%) Office 365
Communications & Networking
1 17 (1.16%) Firewall
2 7 (0.48%) Internet
2 7 (0.48%) SAN
2 7 (0.48%) TCP/IP
2 7 (0.48%) Wi-Fi
3 6 (0.41%) LAN
4 5 (0.34%) HTTPS
4 5 (0.34%) SMS
4 5 (0.34%) Unified Communications
4 5 (0.34%) VPN
4 5 (0.34%) WLAN
5 4 (0.27%) Bluetooth
5 4 (0.27%) DNS
5 4 (0.27%) Wideband
6 3 (0.21%) LDAP
6 3 (0.21%) Network Security
6 3 (0.21%) Skype
6 3 (0.21%) TACACS
6 3 (0.21%) VLAN
7 2 (0.14%) NAS
Database & Business Intelligence
1 419 (28.68%) Big Data
2 314 (21.49%) Data Warehouse
3 313 (21.42%) SQL Server
4 283 (19.37%) Hadoop
5 182 (12.46%) SQL Server Integration Services
6 172 (11.77%) Relational Database
7 153 (10.47%) SQL Server Reporting Services
8 132 (9.03%) NoSQL
9 129 (8.83%) SQL Server Analysis Services
10 125 (8.56%) Apache Hive
11 87 (5.95%) MongoDB
12 81 (5.54%) SQL Server 2008
13 75 (5.13%) BusinessObjects
14 66 (4.52%) MySQL
15 59 (4.04%) Text Mining
16 58 (3.97%) SQL Server 2012
17 52 (3.56%) RDBMS
18 44 (3.01%) OLAP
19 42 (2.87%) Apache Cassandra
20 37 (2.53%) QlikView
Development Applications
1 56 (3.83%) Git (software)
2 27 (1.85%) Eclipse
2 27 (1.85%) Jenkins
3 22 (1.51%) JIRA
3 22 (1.51%) Team Foundation Server
4 20 (1.37%) NetBeans
4 20 (1.37%) Visual Studio
5 19 (1.30%) Maven
6 13 (0.89%) IntelliJ
7 10 (0.68%) Cucumber
7 10 (0.68%) ERwin
7 10 (0.68%) Vagrant
8 9 (0.62%) Yeoman
9 8 (0.55%) HP UFT
9 8 (0.55%) Toad
9 8 (0.55%) WebDriver
10 7 (0.48%) Selenium
11 6 (0.41%) FitNesse
11 6 (0.41%) FogBugz
11 6 (0.41%) TeamCity
General
1 428 (29.30%) Finance
2 188 (12.87%) Marketing
3 90 (6.16%) Retail
4 50 (3.42%) Legal
5 47 (3.22%) Banking
6 45 (3.08%) Telecoms
7 38 (2.60%) Law
8 29 (1.98%) Advertising
8 29 (1.98%) Automotive
9 21 (1.44%) Manufacturing
10 20 (1.37%) Billing
10 20 (1.37%) Pharmaceutical
11 16 (1.10%) Games
12 11 (0.75%) Front Office
13 10 (0.68%) Back Office
13 10 (0.68%) Financial Institution
14 8 (0.55%) Electronics
15 6 (0.41%) Publishing
16 5 (0.34%) German Language
17 4 (0.27%) Spanish Language
Job Titles
1 362 (24.78%) Developer
2 302 (20.67%) Analyst
3 239 (16.36%) Data Scientist
4 117 (8.01%) Data Analyst
5 98 (6.71%) Architect
5 98 (6.71%) Consultant
6 82 (5.61%) SQL Developer
7 77 (5.27%) Java Developer
8 73 (5.00%) Business Intelligence Developer
9 56 (3.83%) Senior Data Scientist
10 52 (3.56%) Data Architect
11 47 (3.22%) Data Engineer
11 47 (3.22%) SSIS Developer
12 44 (3.01%) SQL Server Developer
13 41 (2.81%) Machine Learning Scientist
13 41 (2.81%) SQL Analyst
14 40 (2.74%) SQL BI Developer
15 39 (2.67%) Machine Learning Engineer
16 38 (2.60%) Senior Developer
16 38 (2.60%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 79 (5.41%) Natural Language Processing
2 71 (4.86%) .NET
3 47 (3.22%) HTML
4 43 (2.94%) Web Services
5 40 (2.74%) CSS
5 40 (2.74%) MDX
6 38 (2.60%) REST
6 38 (2.60%) XML
7 37 (2.53%) Spring
8 29 (1.98%) AngularJS
9 28 (1.92%) JMS
10 26 (1.78%) Middleware
10 26 (1.78%) scikit-learn
11 24 (1.64%) JSON
11 24 (1.64%) WCF
12 23 (1.57%) Pandas
12 23 (1.57%) SOAP
13 22 (1.51%) SciPy
14 21 (1.44%) Java SE
15 20 (1.37%) J2EE
Miscellaneous
1 426 (29.16%) Analytical Skills
2 277 (18.96%) Computer Science
3 227 (15.54%) Statistics
4 202 (13.83%) Visualisation
5 184 (12.59%) Algorithms
6 160 (10.95%) Mathematics
7 92 (6.30%) Management Information System
8 82 (5.61%) Data Integration
9 62 (4.24%) Neural Network
10 60 (4.11%) Hedge funds
11 49 (3.35%) Physics
12 45 (3.08%) Data Structures
13 40 (2.74%) Economics
14 31 (2.12%) Artificial Intelligence
15 29 (1.98%) Fintech
16 26 (1.78%) Mobile App
17 25 (1.71%) CUDA
18 24 (1.64%) Smart Meter
19 23 (1.57%) Enterprise Software
20 18 (1.23%) Performance Metrics
Operating Systems
1 93 (6.37%) Linux
2 64 (4.38%) Windows
3 59 (4.04%) Unix
4 8 (0.55%) Android
4 8 (0.55%) Apple iOS
5 6 (0.41%) Windows Server
6 5 (0.34%) Ubuntu
7 1 (0.068%) Mac OS X
7 1 (0.068%) MVS
7 1 (0.068%) Solaris
7 1 (0.068%) Windows 7
7 1 (0.068%) Windows 8
7 1 (0.068%) Windows Server 2008
Processes & Methodologies
1 545 (37.30%) Analytics
2 463 (31.69%) Business Intelligence
3 366 (25.05%) Machine Learning
4 260 (17.80%) Agile Software Development
5 249 (17.04%) Data Analysis
6 223 (15.26%) ETL
7 198 (13.55%) Data Analytics
8 165 (11.29%) Data Modelling
9 127 (8.69%) Data Visualisation
10 115 (7.87%) Data Management
11 100 (6.84%) Statistical Analysis
12 97 (6.64%) MapReduce
12 97 (6.64%) Predictive Modelling
13 86 (5.89%) OO
14 84 (5.75%) Software Engineering
15 82 (5.61%) Mentoring
16 79 (5.41%) Statistical Modelling
17 75 (5.13%) Open Source
18 67 (4.59%) CRM
18 67 (4.59%) Project Management
Programming Languages
1 723 (49.49%) SQL
2 385 (26.35%) Python
3 324 (22.18%) Java
4 320 (21.90%) R
5 165 (11.29%) C++
6 142 (9.72%) T-SQL
7 117 (8.01%) JavaScript
8 116 (7.94%) MATLAB
9 92 (6.30%) C#
9 92 (6.30%) Scala
10 72 (4.93%) VBA
11 59 (4.04%) PL/SQL
12 56 (3.83%) C
13 41 (2.81%) Perl
14 30 (2.05%) Ruby
15 28 (1.92%) VB
16 25 (1.71%) Clojure
17 24 (1.64%) PHP
18 22 (1.51%) Bash Shell
19 16 (1.10%) Shell Script
Qualifications
1 371 (25.39%) Degree
2 159 (10.88%) PhD
3 35 (2.40%) Security Cleared
4 28 (1.92%) CITP
5 22 (1.51%) SC Cleared
6 18 (1.23%) CISSP
6 18 (1.23%) DV Cleared
7 15 (1.03%) CISM
7 15 (1.03%) Microsoft Certification
8 12 (0.82%) PMI Certification
8 12 (0.82%) PMP
9 11 (0.75%) PRINCE2 Certification
10 9 (0.62%) CCNA
10 9 (0.62%) Cisco Certification
11 8 (0.55%) ISEB
12 6 (0.41%) CEH
12 6 (0.41%) MBA
12 6 (0.41%) MCDBA
12 6 (0.41%) Postgraduate
13 5 (0.34%) CCSA
Quality Assurance & Compliance
1 102 (6.98%) Data Quality
2 84 (5.75%) QA
3 12 (0.82%) ISO 9001
3 12 (0.82%) ISO/IEC 20000
4 6 (0.41%) SNOMED CT
5 4 (0.27%) SLA
6 3 (0.21%) ISAE 3402
6 3 (0.21%) SSAE 16
7 2 (0.14%) Basel II
7 2 (0.14%) COBIT
7 2 (0.14%) Sarbanes-Oxley
7 2 (0.14%) Solvency II
8 1 (0.068%) HL7
8 1 (0.068%) ISO/IEC 27001
System Software
1 22 (1.51%) HDFS
2 9 (0.62%) Veritas Cluster Server
2 9 (0.62%) VirtualBox
3 7 (0.48%) Docker
4 6 (0.41%) Active Directory
4 6 (0.41%) VMware Infrastructure
5 5 (0.34%) Ceph
5 5 (0.34%) Firmware
6 4 (0.27%) Hyper-V
6 4 (0.27%) KVM
7 3 (0.21%) vSphere
7 3 (0.21%) Xen
8 1 (0.068%) Apache Flume
8 1 (0.068%) Apache ZooKeeper
Systems Management
1 13 (0.89%) Hadoop YARN
2 9 (0.62%) Host Intrusion Detection System
3 5 (0.34%) Mesos
4 4 (0.27%) EMC NetWorker
4 4 (0.27%) Puppet
4 4 (0.27%) Rundeck
5 3 (0.21%) EnCase
5 3 (0.21%) RSA Archer
6 2 (0.14%) FTK
6 2 (0.14%) Oozie
6 2 (0.14%) Oracle Enterprise Manager
7 1 (0.068%) HP Quality Center
7 1 (0.068%) Kibana
7 1 (0.068%) Network Intrusion Detection System
7 1 (0.068%) Opscode Chef
7 1 (0.068%) ZABBIX
Vendors
1 205 (14.03%) Microsoft
2 181 (12.39%) Oracle
3 59 (4.04%) SAP
4 51 (3.49%) Tableau
5 48 (3.29%) Google
6 42 (2.87%) IBM
7 32 (2.19%) Cognos
8 27 (1.85%) Informatica
9 19 (1.30%) Facebook
9 19 (1.30%) Salesforce.com
10 18 (1.23%) Teradata
11 17 (1.16%) Adobe
12 16 (1.10%) Splunk
13 13 (0.89%) Cloudera
13 13 (0.89%) Sophos
13 13 (0.89%) TIBCO
14 12 (0.82%) BEA
14 12 (0.82%) NetSuite
14 12 (0.82%) Sybase
15 11 (0.75%) RapidMiner
City, London
Careerwise UK Limited
Salary: £100000 - £120000 per annum + bonus, benefits, negotiable
Posted: Yesterday
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 2 days ago
London
Initi8 Recruitment
Salary: £40000 - £45000 Per Annum
Posted: Yesterday
Manchester, Lancashire
Michael Page Technology
Salary: £30000 - £34000 per annum + benefits
Posted: Yesterday
Colchester, Essex
Chris Cobbold Ltd
Salary: From £35,000 to £45,000 per annum + benefits
Posted: 2 days ago
Berkshire
Harvey Nash plc
Salary: £80000 - £85000 per annum + Comprehensive Package + 10% Bonus
Posted: 2 days ago
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum + benefits & training
Posted: Yesterday
London
Big Wednesday Digital Ltd
Posted: 3 days ago
South East London
Experis Ltd
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: 2 days ago
City, London
Sopra Steria Recruitment
Salary: Unspecified DOE + flex + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 3 days ago
City, London
Careerwise UK Limited
Salary: £50000 - £90000 per annum + benefits
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £45,000 per annum + benefits
Posted: 6 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 6 days ago
London
Parallel Consulting
Salary: £60000 - £90000 per annum
Posted: 5 days ago
Wokingham, Berkshire
Venturi
Salary: £55000 - £75000 per annum + benefits
Posted: 3 days ago
Central London / West End
Venturi
Salary: £45000 - £85000 per annum + bonus and benefits
Posted: 3 days ago
Central London / West End
JWResource
Salary: From £40,000 to £50,000 per annum plus benefits
Posted: 4 days ago
Manchester, Lancashire
Oscar
Salary: £45000 per annum + competitive benefits
Posted: 3 days ago
Leeds, West Yorkshire
Searchability
Salary: £50000 - £55000 per annum
Posted: 3 days ago
City, London
Twenty Recruitment Group
Salary: From £35,000 to £40,000 per annum + Benefits & Bonus
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 5 days ago
London
Harrington Starr
Salary: £45000 - £63000 per annum + Benefits + Bonus
Posted: 4 days ago
London
Harrington Starr
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 4 days ago
Slough, Berkshire
Marks Sattin
Salary: £70000 - £80000 per annum
Posted: 4 days ago
Central London / West End
ANSON MCCADE
Salary: £35k - £60k plus attractive benefits and extensive career progression
Posted: 3 days ago
Portsmouth, Hampshire
Computer People
Salary: £30000.00 - £35000.00 per annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £40k to £45k + options
Posted: 6 days ago