The table below looks at the statistics for Data Mining skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 404 422 343
Rank change year-on-year
+18 -79
Contract jobs citing Data Mining 222 195 248
As % of all contract IT jobs located in England 0.45% 0.40% 0.52%
As % of the Database & Business Intelligence category 2.07% 1.71% 2.29%
Number of daily rates quoted 172 124 161
Median daily rate £438 £400 £425
Median daily rate % change year-on-year
+9.37% -5.88%
90% offered a daily rate of more than £307 £225 £250
10% offered a daily rate of more than £623 £600 £550
UK excluding London median daily rate £400 £356 £400
% change year-on-year
+12.28% -10.93%
Number of hourly rates quoted 2 3 4
Median hourly rate £27.26 £50.00 £23.50
Median hourly rate % change year-on-year
-45.48% +112.76%
90% offered a hourly rate of more than £18.66 £50.00 £13.28
10% offered a hourly rate of more than £35.85 £122.00 £41.36
UK excluding London median hourly rate £38.00 £50.00 £17.00
% change year-on-year
-24.00% +194.11%
Data Mining
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the England region.

Database & Business Intelligence Category
England
Contract IT job ads with a match in the
Database & Business Intelligence category
10729 11406 10833
As % of all contract IT jobs located in England 21.75% 23.14% 22.58%
Number of daily rates quoted 7352 7546 7016
Median daily rate £425 £400 £398
Median daily rate % change year-on-year
+6.25% +0.62%
90% offered a daily rate of more than £300 £285 £270
10% offered a daily rate of more than £600 £570 £538
UK excluding London median daily rate £388 £365 £350
% change year-on-year
+6.16% +4.28%
Number of hourly rates quoted 152 155 185
Median hourly rate £31.59 £22.85 £32.00
Median hourly rate % change year-on-year
+38.22% -28.59%
90% offered a hourly rate of more than £14.20 £15.00 £13.00
10% offered a hourly rate of more than £48.30 £48.00 £55.00
UK excluding London median hourly rate £33.50 £23.00 £32.00
% change year-on-year
+45.65% -28.12%

Data Mining
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Mining as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in England

Data Mining
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Mining across the England region.

Data Mining Daily Rate Trend in England

Data Mining
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the England region over the 3 months to 26 May 2016.

Data Mining Daily Rate Histogram in England

Data Mining
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Mining across the England region.

Data Mining Hourly Rate Trend in England

Data Mining
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Mining across the England region over the 3 months to 26 May 2016.

Data Mining Hourly Rate Histogram in England

Data Mining
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mining within the England region over the 3 months to 26 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -11 100 £500 +11.11% 44
North West +5 41 £388 +2.64% 6
South West +1 19 £425 +17.24% 1
South East -23 17 £388 +65.77% 14
East of England +13 11 £388 -7.73% 8
Yorkshire +8 11 £475 +35.71% 7
West Midlands -7 8 £375 +20.96% 1
North East -42 6 £269 -44.87%
East Midlands +10 5 £463 -7.50% 2
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 26 May 2016, IT contractor 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 contract ads across the England region with a requirement for Data Mining.

1 195 (42.95%) SQL
2 142 (31.28%) Business Intelligence
3 129 (28.41%) Finance
4 124 (27.31%) Analytical Skills
5 108 (23.79%) Analytics
6 106 (23.35%) Data Modelling
7 102 (22.47%) Agile Software Development
8 89 (19.60%) Oracle
9 87 (19.16%) Microsoft
9 87 (19.16%) Data Analysis
10 78 (17.18%) Big Data
11 68 (14.98%) MS Excel
12 67 (14.76%) Data Warehouse
13 64 (14.10%) Java
14 63 (13.88%) SAS
15 61 (13.44%) Banking
16 58 (12.78%) Degree
17 57 (12.56%) Python
18 56 (12.33%) Business Analysis
19 55 (12.11%) Data Management
20 53 (11.67%) R
21 52 (11.45%) Project Management
22 49 (10.79%) SQL Server
22 49 (10.79%) Data Quality
22 49 (10.79%) Hadoop
23 47 (10.35%) Management Information System
24 46 (10.13%) SAP
24 46 (10.13%) Visualisation
24 46 (10.13%) Machine Learning
25 45 (9.91%) Data Analytics

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 63 (13.88%) SAS
2 21 (4.63%) Apache Pig
3 16 (3.52%) Apache Spark
4 14 (3.08%) SharePoint
5 11 (2.42%) Elasticsearch
6 10 (2.20%) Apache
6 10 (2.20%) nginx
6 10 (2.20%) Tomcat
7 7 (1.54%) Jetty
8 6 (1.32%) Confluence
8 6 (1.32%) IIS
8 6 (1.32%) Oracle 10gAS
8 6 (1.32%) Oracle Application Server
8 6 (1.32%) Oracle HTTP Server
8 6 (1.32%) Oracle Spatial
8 6 (1.32%) WebSphere
8 6 (1.32%) WebSphere Application Server
9 5 (1.10%) PowerExchange
10 3 (0.66%) BizTalk Server
10 3 (0.66%) CMS
Applications
1 68 (14.98%) MS Excel
2 28 (6.17%) MS Office
2 28 (6.17%) SPSS
3 14 (3.08%) Stata
4 13 (2.86%) MS Visio
5 12 (2.64%) MS PowerPoint
6 7 (1.54%) MS Project
7 4 (0.88%) Spreadsheet
8 1 (0.22%) Acrobat
Business Applications
1 6 (1.32%) SAP Oil and Gas
2 5 (1.10%) Dynamics CRM
3 3 (0.66%) Oracle EBS R12
4 2 (0.44%) Dynamics AX
4 2 (0.44%) Oracle EBS
5 1 (0.22%) Dynamics NAV
5 1 (0.22%) ENOVIA
5 1 (0.22%) Oracle 11i
5 1 (0.22%) Oracle AML
5 1 (0.22%) Oracle BPM
5 1 (0.22%) Oracle FAH
5 1 (0.22%) Oracle General Ledger
5 1 (0.22%) Radian6
5 1 (0.22%) SAP ERP
5 1 (0.22%) SAP PM
5 1 (0.22%) WebTrends
Cloud Services
1 15 (3.30%) Amazon AWS
2 8 (1.76%) Microsoft Azure
3 5 (1.10%) Google Analytics
4 2 (0.44%) IaaS
5 1 (0.22%) AdWords
5 1 (0.22%) Cloud Computing
5 1 (0.22%) GitHub
Communications & Networking
1 6 (1.32%) DHCP
1 6 (1.32%) DNS
1 6 (1.32%) FTP
1 6 (1.32%) HTTP
1 6 (1.32%) IPsec
1 6 (1.32%) SSL
1 6 (1.32%) TCP/IP
2 4 (0.88%) SAN
3 3 (0.66%) ATM
3 3 (0.66%) Network Security
3 3 (0.66%) WAAS
4 2 (0.44%) Internet
5 1 (0.22%) BGP
5 1 (0.22%) EIGRP
5 1 (0.22%) Kerberos
5 1 (0.22%) LAN
5 1 (0.22%) Multicast
5 1 (0.22%) NAS
5 1 (0.22%) WAN
5 1 (0.22%) WebEx
Database & Business Intelligence
1 78 (17.18%) Big Data
2 67 (14.76%) Data Warehouse
3 49 (10.79%) Hadoop
3 49 (10.79%) SQL Server
4 40 (8.81%) Apache Hive
5 36 (7.93%) Oracle Database
6 28 (6.17%) BusinessObjects
7 27 (5.95%) QlikView
7 27 (5.95%) SQL Server Analysis Services
8 23 (5.07%) HBase
8 23 (5.07%) Relational Database
8 23 (5.07%) SQL Server Reporting Services
9 20 (4.41%) MySQL
10 19 (4.19%) SQL Server Integration Services
11 16 (3.52%) MS Access
12 14 (3.08%) CouchDB
13 13 (2.86%) MongoDB
13 13 (2.86%) Power BI
14 12 (2.64%) Text Mining
15 11 (2.42%) GIS
Development Applications
1 11 (2.42%) JIRA
1 11 (2.42%) Talend Open Studio
2 10 (2.20%) Jenkins
2 10 (2.20%) Visual Studio
3 9 (1.98%) ERwin
4 8 (1.76%) HP UFT
5 6 (1.32%) Log4j
5 6 (1.32%) TeamCity
5 6 (1.32%) Travis CI
6 5 (1.10%) Git (software)
6 5 (1.10%) Toad
7 4 (0.88%) Ant
7 4 (0.88%) JUnit
7 4 (0.88%) Maven
7 4 (0.88%) Team Foundation Server
8 3 (0.66%) SonarQube
8 3 (0.66%) Subversion
9 2 (0.44%) Cucumber
9 2 (0.44%) Redmine
10 1 (0.22%) SoapUI
General
1 129 (28.41%) Finance
2 61 (13.44%) Banking
3 32 (7.05%) Marketing
4 19 (4.19%) Manufacturing
5 15 (3.30%) Retail
6 14 (3.08%) Back Office
6 14 (3.08%) Telecoms
7 11 (2.42%) Front Office
7 11 (2.42%) Investment Banking
8 10 (2.20%) Legal
9 8 (1.76%) Pharmaceutical
10 6 (1.32%) Electronics
11 4 (0.88%) Advertising
11 4 (0.88%) Financial Institution
12 2 (0.44%) Aerospace
12 2 (0.44%) Publishing
13 1 (0.22%) Law
13 1 (0.22%) Local Government
13 1 (0.22%) Military
13 1 (0.22%) Retail Banking
Job Titles
1 179 (39.43%) Analyst
2 63 (13.88%) Business Analyst
3 61 (13.44%) Developer
4 58 (12.78%) Data Analyst
5 45 (9.91%) Architect
6 26 (5.73%) Data Architect
7 24 (5.29%) Data Scientist
7 24 (5.29%) SQL Analyst
8 19 (4.19%) Consultant
9 18 (3.96%) Data Engineer
9 18 (3.96%) Project Manager
10 17 (3.74%) Test Analyst
11 16 (3.52%) Data Business Analyst
12 15 (3.30%) Big Data Engineer
13 14 (3.08%) Banking Analyst
13 14 (3.08%) Business Intelligence Developer
13 14 (3.08%) SQL Data Analyst
14 13 (2.86%) Business Manager
15 12 (2.64%) Business Project Manager
15 12 (2.64%) Risk Analyst
Libraries, Frameworks & Software Standards
1 29 (6.39%) .NET
2 21 (4.63%) CSS
2 21 (4.63%) HTML
3 19 (4.19%) Middleware
4 16 (3.52%) XML
5 12 (2.64%) Ruby on Rails
6 10 (2.20%) J2EE
7 9 (1.98%) ELK Stack
7 9 (1.98%) Natural Language Processing
7 9 (1.98%) Web Services
8 8 (1.76%) Servlets
9 7 (1.54%) Django
9 7 (1.54%) HTML5
9 7 (1.54%) jQuery
9 7 (1.54%) SciPy
9 7 (1.54%) SOAP
10 6 (1.32%) .NET Framework
10 6 (1.32%) NumPy
10 6 (1.32%) Pandas
10 6 (1.32%) RESTful
Miscellaneous
1 124 (27.31%) Analytical Skills
2 47 (10.35%) Management Information System
3 46 (10.13%) Visualisation
4 41 (9.03%) Computer Science
5 34 (7.49%) Statistics
6 18 (3.96%) Mathematics
7 16 (3.52%) Credit Risk
8 15 (3.30%) Algorithms
9 12 (2.64%) Life Science
9 12 (2.64%) Performance Metrics
10 11 (2.42%) Data Integration
10 11 (2.42%) Data Structures
11 10 (2.20%) Data Centre
12 9 (1.98%) Data Extraction
13 8 (1.76%) Social Network
13 8 (1.76%) User Experience
14 7 (1.54%) Fixed Income
14 7 (1.54%) Social Media
15 6 (1.32%) Equities
15 6 (1.32%) Replication
Operating Systems
1 25 (5.51%) Windows
2 23 (5.07%) Unix
3 22 (4.85%) Linux
4 6 (1.32%) AIX
4 6 (1.32%) Solaris
5 4 (0.88%) Red Hat Enterprise Linux
5 4 (0.88%) Windows Server
5 4 (0.88%) Windows Server 2003
5 4 (0.88%) Windows Server 2008
6 2 (0.44%) Windows Server 2012
6 2 (0.44%) zOS
7 1 (0.22%) Android
7 1 (0.22%) Apple iOS
7 1 (0.22%) Windows 10
7 1 (0.22%) Windows 8
7 1 (0.22%) Windows XP
Processes & Methodologies
1 142 (31.28%) Business Intelligence
2 108 (23.79%) Analytics
3 106 (23.35%) Data Modelling
4 102 (22.47%) Agile Software Development
5 87 (19.16%) Data Analysis
6 56 (12.33%) Business Analysis
7 55 (12.11%) Data Management
8 52 (11.45%) Project Management
9 46 (10.13%) Machine Learning
10 45 (9.91%) Data Analytics
10 45 (9.91%) ETL
11 38 (8.37%) Migration
12 34 (7.49%) CRM
13 33 (7.27%) Data Visualisation
14 29 (6.39%) Software Engineering
14 29 (6.39%) Validation
15 28 (6.17%) Stakeholder Management
16 26 (5.73%) Continuous Integration
17 25 (5.51%) Data Architecture
18 23 (5.07%) Statistical Analysis
Programming Languages
1 195 (42.95%) SQL
2 64 (14.10%) Java
3 57 (12.56%) Python
4 53 (11.67%) R
5 41 (9.03%) PL/SQL
6 27 (5.95%) JavaScript
7 22 (4.85%) MATLAB
7 22 (4.85%) VBA
8 19 (4.19%) C++
8 19 (4.19%) Shell Script
8 19 (4.19%) T-SQL
9 17 (3.74%) PHP
10 16 (3.52%) Perl
11 13 (2.86%) Ruby
12 11 (2.42%) C#
13 7 (1.54%) PowerShell
14 6 (1.32%) C
15 3 (0.66%) SAS Macro
15 3 (0.66%) Scala
15 3 (0.66%) VB
Qualifications
1 58 (12.78%) Degree
2 16 (3.52%) Security Cleared
3 14 (3.08%) PhD
4 9 (1.98%) SC Cleared
5 6 (1.32%) ISEB
6 5 (1.10%) PMI Certification
7 4 (0.88%) BPSS Clearance
7 4 (0.88%) CCA
7 4 (0.88%) PMP
8 3 (0.66%) DV Cleared
8 3 (0.66%) ITIL Certification
9 2 (0.44%) ACCA
9 2 (0.44%) CCNP
9 2 (0.44%) CIMA
9 2 (0.44%) Cisco Certification
9 2 (0.44%) MCITP
9 2 (0.44%) MCSE
9 2 (0.44%) Microsoft Certification
10 1 (0.22%) CCNA
10 1 (0.22%) PRINCE2 Certification
Quality Assurance & Compliance
1 49 (10.79%) Data Quality
2 33 (7.27%) QA
3 6 (1.32%) SLA
4 4 (0.88%) COREP
4 4 (0.88%) CRD IV
5 3 (0.66%) Basel II
5 3 (0.66%) Basel III
5 3 (0.66%) ISO/IEC 27001
6 2 (0.44%) COBIT
6 2 (0.44%) Disclosure Scotland
7 1 (0.22%) GAAP
7 1 (0.22%) Solvency II
System Software
1 12 (2.64%) Active Directory
2 7 (1.54%) VMware Infrastructure
3 6 (1.32%) Xen
4 4 (0.88%) HDFS
4 4 (0.88%) Hyper-V
4 4 (0.88%) Oracle RAC
5 1 (0.22%) Apache Flume
5 1 (0.22%) Apache ZooKeeper
5 1 (0.22%) Microsoft App-V
Systems Management
1 11 (2.42%) Kibana
2 9 (1.98%) Graphite
2 9 (1.98%) logstash
2 9 (1.98%) StatsD
3 4 (0.88%) HP Quality Center
4 3 (0.66%) Ansible
4 3 (0.66%) Nagios
4 3 (0.66%) Opscode Chef
4 3 (0.66%) Oracle EDQ
4 3 (0.66%) ZABBIX
5 2 (0.44%) Check_MK
5 2 (0.44%) Microsoft Data Protection Manager
6 1 (0.22%) Data Guard
6 1 (0.22%) Oozie
6 1 (0.22%) Oracle RMAN
6 1 (0.22%) Puppet
6 1 (0.22%) SCCM
Vendors
1 89 (19.60%) Oracle
2 87 (19.16%) Microsoft
3 46 (10.13%) SAP
4 35 (7.71%) Tableau
5 29 (6.39%) Informatica
6 23 (5.07%) Teradata
7 11 (2.42%) HP
7 11 (2.42%) IBM
7 11 (2.42%) Siebel
7 11 (2.42%) Talend
8 10 (2.20%) Cognos
9 9 (1.98%) Vertica
10 8 (1.76%) Salesforce.com
11 7 (1.54%) VMware
12 6 (1.32%) Axway
12 6 (1.32%) Google
13 5 (1.10%) Cloudera
13 5 (1.10%) Genesys
13 5 (1.10%) Red Hat
14 4 (0.88%) CA
City, London
ANSON MCCADE
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