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 3 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
3 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 402 385 350
Rank change year-on-year
-17 -35
Contract jobs citing Data Mining 225 221 269
As % of all contract IT jobs located in England 0.44% 0.44% 0.53%
As % of the Database & Business Intelligence category 2.01% 1.90% 2.33%
Number of daily rates quoted 168 149 178
Median daily rate £434 £450 £450
Median daily rate % change year-on-year
-3.61% -
90% offered a daily rate of more than £300 £250 £250
10% offered a daily rate of more than £600 £600 £588
UK excluding London median daily rate £400 £363 £388
% change year-on-year
+10.34% -6.45%
Number of hourly rates quoted 4 4 5
Median hourly rate £42.75 £57.50 £30.00
Median hourly rate % change year-on-year
-25.65% +91.66%
90% offered a hourly rate of more than £22.96 £25.00 £13.81
10% offered a hourly rate of more than £48.20 £125.00 £46.14
UK excluding London median hourly rate £43.25 £25.00 £23.50
% change year-on-year
+73.00% +6.38%
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
11191 11626 11556
As % of all contract IT jobs located in England 21.96% 22.95% 22.91%
Number of daily rates quoted 7653 7609 7400
Median daily rate £425 £400 £388
Median daily rate % change year-on-year
+6.25% +3.22%
90% offered a daily rate of more than £300 £285 £260
10% offered a daily rate of more than £600 £550 £550
UK excluding London median daily rate £388 £375 £350
% change year-on-year
+3.33% +7.14%
Number of hourly rates quoted 137 160 202
Median hourly rate £33.50 £32.10 £35.00
Median hourly rate % change year-on-year
+4.36% -8.28%
90% offered a hourly rate of more than £14.50 £15.35 £14.15
10% offered a hourly rate of more than £45.50 £46.09 £54.25
UK excluding London median hourly rate £34.50 £32.50 £35.00
% change year-on-year
+6.15% -7.14%

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 3 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 3 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 3 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 -37 112 £500 +8.99% 40
North West +13 32 £350 -7.89% 7
South East -12 22 £425 +51.78% 16
Yorkshire +12 18 £475 +33.33% 4
South West +6 13 £463 +2.77% 5
West Midlands -16 9 £353 +13.25% 3
North East -31 6 £269 -44.87%
East Midlands +4 5 £450 -10.00% 4
East of England +5 4 £400 - 5
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 3 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.

1 202 (44.20%) SQL
2 142 (31.07%) Business Intelligence
3 133 (29.10%) Finance
4 124 (27.13%) Analytical Skills
5 112 (24.51%) Analytics
6 109 (23.85%) Data Modelling
7 101 (22.10%) Agile Software Development
8 94 (20.57%) Oracle
9 88 (19.26%) Big Data
10 87 (19.04%) Data Analysis
11 83 (18.16%) Microsoft
12 68 (14.88%) Python
12 68 (14.88%) MS Excel
12 68 (14.88%) Data Warehouse
13 65 (14.22%) Java
14 62 (13.57%) Banking
14 62 (13.57%) SAS
15 60 (13.13%) R
15 60 (13.13%) Hadoop
16 58 (12.69%) Visualisation
17 57 (12.47%) Degree
18 56 (12.25%) Data Management
19 53 (11.60%) Project Management
20 52 (11.38%) Management Information System
20 52 (11.38%) SQL Server
21 49 (10.72%) Data Quality
22 48 (10.50%) ETL
22 48 (10.50%) Business Analysis
23 47 (10.28%) Apache Hive
24 44 (9.63%) Data Visualisation

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 62 (13.57%) SAS
2 26 (5.69%) Apache Pig
3 20 (4.38%) Apache Spark
4 13 (2.84%) SharePoint
5 11 (2.41%) Elasticsearch
6 10 (2.19%) nginx
7 9 (1.97%) Apache
7 9 (1.97%) Tomcat
8 7 (1.53%) Jetty
9 6 (1.31%) Confluence
9 6 (1.31%) IIS
9 6 (1.31%) Oracle 10gAS
9 6 (1.31%) Oracle Application Server
9 6 (1.31%) Oracle HTTP Server
9 6 (1.31%) WebSphere
9 6 (1.31%) WebSphere Application Server
10 5 (1.09%) Oracle Spatial
10 5 (1.09%) PowerExchange
11 2 (0.44%) ArcGIS
11 2 (0.44%) CMS
Applications
1 68 (14.88%) MS Excel
2 33 (7.22%) SPSS
3 28 (6.13%) MS Office
4 15 (3.28%) MS Visio
5 13 (2.84%) MS PowerPoint
5 13 (2.84%) Stata
6 8 (1.75%) MS Project
7 1 (0.22%) Acrobat
7 1 (0.22%) Spreadsheet
Business Applications
1 7 (1.53%) SAP Oil and Gas
2 5 (1.09%) Dynamics CRM
3 2 (0.44%) Dynamics AX
3 2 (0.44%) Oracle EBS
3 2 (0.44%) Oracle EBS R12
4 1 (0.22%) Dynamics NAV
4 1 (0.22%) HFM
4 1 (0.22%) Oracle 11i
4 1 (0.22%) Oracle BPM
4 1 (0.22%) Oracle FAH
4 1 (0.22%) Oracle General Ledger
4 1 (0.22%) Radian6
4 1 (0.22%) SAP ERP
4 1 (0.22%) SAP IS-U
4 1 (0.22%) SAP PM
4 1 (0.22%) WebTrends
Cloud Services
1 13 (2.84%) Amazon AWS
1 13 (2.84%) Microsoft Azure
2 6 (1.31%) Google Analytics
3 1 (0.22%) AdWords
3 1 (0.22%) Cloud Computing
3 1 (0.22%) GitHub
3 1 (0.22%) IaaS
3 1 (0.22%) PaaS
3 1 (0.22%) SaaS
Communications & Networking
1 6 (1.31%) DHCP
1 6 (1.31%) DNS
1 6 (1.31%) FTP
1 6 (1.31%) HTTP
1 6 (1.31%) IPsec
1 6 (1.31%) SAN
1 6 (1.31%) SSL
1 6 (1.31%) TCP/IP
2 4 (0.88%) Internet
3 3 (0.66%) ATM
3 3 (0.66%) WAAS
4 2 (0.44%) Network Security
4 2 (0.44%) SSH
5 1 (0.22%) BGP
5 1 (0.22%) EIGRP
5 1 (0.22%) Kerberos
5 1 (0.22%) LAN
5 1 (0.22%) NAS
5 1 (0.22%) WAN
5 1 (0.22%) WebEx
Database & Business Intelligence
1 88 (19.26%) Big Data
2 68 (14.88%) Data Warehouse
3 60 (13.13%) Hadoop
4 52 (11.38%) SQL Server
5 47 (10.28%) Apache Hive
6 37 (8.10%) Oracle Database
6 37 (8.10%) QlikView
7 30 (6.56%) SQL Server Analysis Services
8 29 (6.35%) SQL Server Integration Services
9 27 (5.91%) SQL Server Reporting Services
10 26 (5.69%) BusinessObjects
11 23 (5.03%) Relational Database
12 22 (4.81%) HBase
13 21 (4.60%) MS Access
13 21 (4.60%) MySQL
14 16 (3.50%) NoSQL
15 15 (3.28%) Text Mining
16 14 (3.06%) Power BI
16 14 (3.06%) SQL Server 2012
17 13 (2.84%) CouchDB
Development Applications
1 15 (3.28%) JIRA
2 12 (2.63%) Talend Open Studio
3 9 (1.97%) ERwin
3 9 (1.97%) Jenkins
4 8 (1.75%) HP UFT
4 8 (1.75%) Visual Studio
5 7 (1.53%) Git (software)
6 6 (1.31%) Log4j
6 6 (1.31%) TeamCity
6 6 (1.31%) Toad
6 6 (1.31%) Travis CI
7 5 (1.09%) Subversion
7 5 (1.09%) Team Foundation Server
8 3 (0.66%) Ant
8 3 (0.66%) JUnit
8 3 (0.66%) Maven
9 2 (0.44%) Cucumber
9 2 (0.44%) Eclipse
9 2 (0.44%) Redmine
9 2 (0.44%) SonarQube
General
1 133 (29.10%) Finance
2 62 (13.57%) Banking
3 34 (7.44%) Marketing
4 18 (3.94%) Manufacturing
5 14 (3.06%) Retail
5 14 (3.06%) Telecoms
6 12 (2.63%) Back Office
7 11 (2.41%) Front Office
7 11 (2.41%) Investment Banking
8 10 (2.19%) Legal
9 8 (1.75%) Pharmaceutical
10 6 (1.31%) Electronics
11 5 (1.09%) Corporate Banking
12 4 (0.88%) Advertising
12 4 (0.88%) Financial Institution
13 2 (0.44%) Aerospace
13 2 (0.44%) Billing
13 2 (0.44%) Games
14 1 (0.22%) Local Government
14 1 (0.22%) Retail Banking
Job Titles
1 177 (38.73%) Analyst
2 68 (14.88%) Developer
3 63 (13.79%) Data Analyst
4 59 (12.91%) Business Analyst
5 47 (10.28%) Architect
6 29 (6.35%) Data Scientist
7 28 (6.13%) Data Architect
7 28 (6.13%) SQL Analyst
8 19 (4.16%) Consultant
9 18 (3.94%) SQL Data Analyst
10 17 (3.72%) Project Manager
10 17 (3.72%) Test Analyst
11 16 (3.50%) Business Intelligence Developer
11 16 (3.50%) Data Engineer
12 15 (3.28%) Data Business Analyst
13 14 (3.06%) Banking Analyst
13 14 (3.06%) Big Data Engineer
14 13 (2.84%) Financial Analyst
14 13 (2.84%) Senior Analyst
15 11 (2.41%) Risk Analyst
Libraries, Frameworks & Software Standards
1 27 (5.91%) .NET
2 22 (4.81%) CSS
2 22 (4.81%) HTML
3 17 (3.72%) XML
4 15 (3.28%) Middleware
5 11 (2.41%) Natural Language Processing
5 11 (2.41%) Ruby on Rails
6 9 (1.97%) ELK Stack
6 9 (1.97%) HTML5
6 9 (1.97%) Web Services
7 8 (1.75%) AngularJS
7 8 (1.75%) Django
7 8 (1.75%) J2EE
7 8 (1.75%) jQuery
7 8 (1.75%) SciPy
7 8 (1.75%) Servlets
8 7 (1.53%) JSON
9 6 (1.31%) Ajax
9 6 (1.31%) MDX
9 6 (1.31%) RESTful
Miscellaneous
1 124 (27.13%) Analytical Skills
2 58 (12.69%) Visualisation
3 52 (11.38%) Management Information System
4 44 (9.63%) Computer Science
5 43 (9.41%) Statistics
6 21 (4.60%) Mathematics
7 18 (3.94%) Algorithms
8 16 (3.50%) Credit Risk
8 16 (3.50%) Data Structures
9 12 (2.63%) Fixed Income
9 12 (2.63%) Life Science
10 11 (2.41%) Data Extraction
10 11 (2.41%) Performance Metrics
11 10 (2.19%) Data Integration
11 10 (2.19%) Social Network
12 8 (1.75%) Data Centre
12 8 (1.75%) Replication
13 7 (1.53%) Social Media
13 7 (1.53%) User Experience
14 6 (1.31%) Market Risk
Operating Systems
1 27 (5.91%) Windows
2 23 (5.03%) Linux
3 22 (4.81%) Unix
4 7 (1.53%) AIX
5 6 (1.31%) Solaris
5 6 (1.31%) Windows Server
5 6 (1.31%) Windows Server 2008
6 5 (1.09%) Red Hat Enterprise Linux
7 4 (0.88%) Windows Server 2003
8 2 (0.44%) Windows Server 2012
9 1 (0.22%) HPUX
9 1 (0.22%) Windows 10
9 1 (0.22%) Windows 8
9 1 (0.22%) Windows Mobile
9 1 (0.22%) Windows XP
Processes & Methodologies
1 142 (31.07%) Business Intelligence
2 112 (24.51%) Analytics
3 109 (23.85%) Data Modelling
4 101 (22.10%) Agile Software Development
5 87 (19.04%) Data Analysis
6 56 (12.25%) Data Management
7 53 (11.60%) Project Management
8 48 (10.50%) Business Analysis
8 48 (10.50%) ETL
9 44 (9.63%) Data Visualisation
9 44 (9.63%) Machine Learning
10 39 (8.53%) CRM
11 37 (8.10%) Data Analytics
11 37 (8.10%) Migration
12 28 (6.13%) Stakeholder Management
13 26 (5.69%) Data Architecture
13 26 (5.69%) Validation
14 25 (5.47%) Continuous Integration
14 25 (5.47%) Software Engineering
15 24 (5.25%) Statistical Analysis
Programming Languages
1 202 (44.20%) SQL
2 68 (14.88%) Python
3 65 (14.22%) Java
4 60 (13.13%) R
5 40 (8.75%) PL/SQL
6 36 (7.88%) VBA
7 28 (6.13%) JavaScript
8 23 (5.03%) T-SQL
9 21 (4.60%) Shell Script
10 19 (4.16%) C++
10 19 (4.16%) MATLAB
11 17 (3.72%) Perl
12 16 (3.50%) PHP
13 11 (2.41%) Ruby
14 9 (1.97%) C#
15 7 (1.53%) C
15 7 (1.53%) PowerShell
16 6 (1.31%) Scala
17 3 (0.66%) SAS Macro
17 3 (0.66%) sed
Qualifications
1 57 (12.47%) Degree
2 17 (3.72%) Security Cleared
3 12 (2.63%) PhD
4 10 (2.19%) SC Cleared
5 6 (1.31%) ISEB
6 5 (1.09%) PMI Certification
7 4 (0.88%) BPSS Clearance
7 4 (0.88%) CCA
7 4 (0.88%) DV Cleared
7 4 (0.88%) PMP
8 2 (0.44%) ACCA
8 2 (0.44%) CCNP
8 2 (0.44%) CIMA
8 2 (0.44%) Cisco Certification
8 2 (0.44%) ITIL Certification
8 2 (0.44%) MCITP
8 2 (0.44%) MCSE
8 2 (0.44%) Microsoft Certification
9 1 (0.22%) CISMP
9 1 (0.22%) ISTQB
Quality Assurance & Compliance
1 49 (10.72%) Data Quality
2 32 (7.00%) QA
3 6 (1.31%) SLA
4 4 (0.88%) COREP
4 4 (0.88%) CRD IV
5 3 (0.66%) Basel II
5 3 (0.66%) Basel III
6 2 (0.44%) COBIT
6 2 (0.44%) Disclosure Scotland
7 1 (0.22%) GAAP
7 1 (0.22%) ISO/IEC 27001
7 1 (0.22%) Solvency II
System Software
1 10 (2.19%) Active Directory
2 8 (1.75%) HDFS
2 8 (1.75%) VMware Infrastructure
3 6 (1.31%) Xen
4 5 (1.09%) Hyper-V
5 4 (0.88%) Oracle RAC
6 2 (0.44%) Apache Flume
6 2 (0.44%) Apache ZooKeeper
6 2 (0.44%) Microsoft App-V
7 1 (0.22%) XenApp
7 1 (0.22%) XenDesktop
Systems Management
1 11 (2.41%) Kibana
2 9 (1.97%) Graphite
2 9 (1.97%) logstash
2 9 (1.97%) StatsD
3 4 (0.88%) HP Quality Center
4 3 (0.66%) Opscode Chef
4 3 (0.66%) Oracle EDQ
5 2 (0.44%) Ansible
5 2 (0.44%) Check_MK
5 2 (0.44%) Microsoft Data Protection Manager
5 2 (0.44%) Nagios
5 2 (0.44%) Oozie
5 2 (0.44%) Oracle RMAN
5 2 (0.44%) SCCM
5 2 (0.44%) ZABBIX
6 1 (0.22%) CFEngine
6 1 (0.22%) Data Guard
6 1 (0.22%) Oracle Enterprise Manager
6 1 (0.22%) Puppet
Vendors
1 94 (20.57%) Oracle
2 83 (18.16%) Microsoft
3 43 (9.41%) SAP
4 42 (9.19%) Tableau
5 32 (7.00%) Informatica
6 22 (4.81%) Teradata
7 13 (2.84%) Siebel
8 12 (2.63%) Cognos
8 12 (2.63%) HP
8 12 (2.63%) Talend
9 11 (2.41%) Alteryx
9 11 (2.41%) IBM
10 10 (2.19%) Cloudera
11 9 (1.97%) Salesforce.com
12 8 (1.75%) Hortonworks
12 8 (1.75%) VMware
13 7 (1.53%) Google
13 7 (1.53%) MapR
14 6 (1.31%) Axway
14 6 (1.31%) Red Hat
East Midlands
Real Staffing
Rate: £350 - £400 per day
Posted: 11 hours ago
City, London
Salt
Rate: £675 - £775 per day
Posted: 11 hours ago
Leeds, West Yorkshire
Arrows Group
Rate: £450.00 - £500.00 per day
Posted: 4 days ago
Chester, Cheshire
Oscar
Rate: £400 - £425 per day
Posted: 5 days ago
London
Salt
Rate: £400 - £450 per day
Posted: 6 days ago
Manchester
Hays Specialist Recruitment Ltd
Rate: £425.00 per day
Posted: 7 days ago