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 23 July 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
23 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 418 399 364
Rank change year-on-year
-19 -35
Contract jobs citing Data Mining 218 212 241
As % of all contract IT jobs located in England 0.44% 0.41% 0.50%
As % of the Database & Business Intelligence category 1.97% 1.75% 2.25%
Number of daily rates quoted 157 131 151
Median daily rate £415 £413 £450
Median daily rate % change year-on-year
+0.60% -8.33%
90% offered a daily rate of more than £317 £175 £265
10% offered a daily rate of more than £610 £575 £575
UK excluding London median daily rate £400 £350 £413
% change year-on-year
+14.28% -15.15%
Number of hourly rates quoted 2 4 0
Median hourly rate £23.00 £43.25 -
Median hourly rate % change year-on-year
-46.82% -
UK excluding London median hourly rate - £19.00 -
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
11082 12080 10711
As % of all contract IT jobs located in England 22.20% 23.41% 22.33%
Number of daily rates quoted 7466 7995 6736
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £285 £270
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £352 £350
% change year-on-year
+6.53% +0.57%
Number of hourly rates quoted 187 180 180
Median hourly rate £30.00 £27.50 £27.50
Median hourly rate % change year-on-year
+9.09% -
90% offered a hourly rate of more than £12.50 £16.50 £13.00
10% offered a hourly rate of more than £49.00 £52.17 £51.15
UK excluding London median hourly rate £31.00 £28.13 £25.00
% change year-on-year
+10.22% +12.50%

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 23 July 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
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 23 July 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 -20 106 £428 -5.00% 36
North West +8 30 £413 +17.02% 11
South East -5 25 £363 +70.58% 11
East of England +14 16 £400 -5.88% 3
South West +15 15 £425 +37.09% 4
Yorkshire -2 7 £350 - 10
West Midlands -20 7 £400 -7.13% 1
North East -38 7 £330 +10.00% 1
East Midlands -3 3 £450 +119.51% 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 23 July 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 (46.44%) SQL
2 125 (28.74%) Analytical Skills
3 121 (27.82%) Finance
4 115 (26.44%) Business Intelligence
5 108 (24.83%) Agile Software Development
6 92 (21.15%) Analytics
7 90 (20.69%) Data Analysis
8 88 (20.23%) Data Modelling
9 86 (19.77%) Microsoft
10 67 (15.40%) Business Analysis
11 66 (15.17%) Big Data
12 65 (14.94%) Project Management
13 64 (14.71%) MS Excel
14 63 (14.48%) Oracle
15 62 (14.25%) SQL Server
16 59 (13.56%) Data Warehouse
16 59 (13.56%) Degree
17 58 (13.33%) Java
18 53 (12.18%) ETL
18 53 (12.18%) SAS
18 53 (12.18%) Banking
18 53 (12.18%) R
19 51 (11.72%) Hadoop
20 50 (11.49%) Python
21 47 (10.80%) Machine Learning
22 46 (10.57%) Data Management
23 44 (10.11%) Data Quality
24 41 (9.43%) Tableau
25 39 (8.97%) Migration
26 38 (8.74%) 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 53 (12.18%) SAS
2 22 (5.06%) Apache Pig
3 15 (3.45%) SharePoint
4 11 (2.53%) Elasticsearch
5 9 (2.07%) Confluence
6 8 (1.84%) Apache Spark
7 5 (1.15%) Apache
7 5 (1.15%) Tomcat
8 4 (0.92%) BizTalk Server
8 4 (0.92%) CMS
9 2 (0.46%) ArcGIS
9 2 (0.46%) Oracle Spatial
9 2 (0.46%) WebLogic
10 1 (0.23%) Facebook Platform
10 1 (0.23%) JBoss
10 1 (0.23%) Jetty
10 1 (0.23%) nginx
Applications
1 64 (14.71%) MS Excel
2 27 (6.21%) SPSS
3 23 (5.29%) MS Office
4 13 (2.99%) Stata
5 12 (2.76%) MS PowerPoint
6 9 (2.07%) MS Visio
7 7 (1.61%) MS Project
8 5 (1.15%) Spreadsheet
9 1 (0.23%) Photoshop
Business Applications
1 4 (0.92%) Dynamics CRM
2 3 (0.69%) BusinessWorks
2 3 (0.69%) Oracle EBS R12
2 3 (0.69%) SAP ERP
3 2 (0.46%) Dynamics AX
3 2 (0.46%) SAP Oil and Gas
4 1 (0.23%) Dynamics NAV
4 1 (0.23%) ENOVIA
4 1 (0.23%) Investran
4 1 (0.23%) Oracle 11i
4 1 (0.23%) Oracle AML
4 1 (0.23%) Oracle BPM
4 1 (0.23%) Radian6
4 1 (0.23%) WebTrends
Cloud Services
1 15 (3.45%) Amazon AWS
2 9 (2.07%) Microsoft Azure
3 4 (0.92%) IaaS
4 3 (0.69%) Amazon CloudWatch
4 3 (0.69%) AWS CloudFormation
4 3 (0.69%) Google Analytics
5 2 (0.46%) Amazon EMR
6 1 (0.23%) AdWords
6 1 (0.23%) Cloud Computing
6 1 (0.23%) GitHub
6 1 (0.23%) Google Cloud Platform
6 1 (0.23%) Office 365
6 1 (0.23%) Responsys
Communications & Networking
1 7 (1.61%) LAN
1 7 (1.61%) WAN
2 4 (0.92%) SAN
2 4 (0.92%) SMS
3 3 (0.69%) ATM
3 3 (0.69%) Internet
3 3 (0.69%) WAAS
4 1 (0.23%) BGP
4 1 (0.23%) EIGRP
4 1 (0.23%) Kerberos
4 1 (0.23%) Multicast
4 1 (0.23%) Network Security
4 1 (0.23%) WebEx
Database & Business Intelligence
1 66 (15.17%) Big Data
2 62 (14.25%) SQL Server
3 59 (13.56%) Data Warehouse
4 51 (11.72%) Hadoop
5 30 (6.90%) Apache Hive
6 29 (6.67%) SQL Server Analysis Services
7 28 (6.44%) SQL Server Reporting Services
8 27 (6.21%) BusinessObjects
8 27 (6.21%) Relational Database
9 25 (5.75%) QlikView
9 25 (5.75%) SQL Server Integration Services
10 21 (4.83%) MySQL
11 20 (4.60%) HBase
12 14 (3.22%) SQL Server 2012
13 13 (2.99%) MongoDB
14 12 (2.76%) CouchDB
14 12 (2.76%) MS Access
15 10 (2.30%) GIS
15 10 (2.30%) SAP HANA
15 10 (2.30%) SQL Server 2014
Development Applications
1 14 (3.22%) Talend Open Studio
2 12 (2.76%) Visual Studio
3 11 (2.53%) TeamCity
4 8 (1.84%) HP UFT
5 7 (1.61%) Git (software)
5 7 (1.61%) Jenkins
5 7 (1.61%) JIRA
6 6 (1.38%) SonarQube
7 5 (1.15%) JUnit
8 4 (0.92%) Ant
8 4 (0.92%) Maven
8 4 (0.92%) Subversion
8 4 (0.92%) Team Foundation Server
9 3 (0.69%) ERwin
9 3 (0.69%) GoCD
10 2 (0.46%) Cucumber
11 1 (0.23%) MSTest
11 1 (0.23%) Sahi
11 1 (0.23%) SoapUI
11 1 (0.23%) WATIR
General
1 121 (27.82%) Finance
2 53 (12.18%) Banking
3 27 (6.21%) Marketing
4 15 (3.45%) Back Office
5 14 (3.22%) Manufacturing
6 13 (2.99%) Retail
7 11 (2.53%) Front Office
7 11 (2.53%) Investment Banking
8 10 (2.30%) Telecoms
9 9 (2.07%) Legal
10 7 (1.61%) Pharmaceutical
11 6 (1.38%) Advertising
12 4 (0.92%) Financial Institution
13 3 (0.69%) Publishing
14 2 (0.46%) Aerospace
14 2 (0.46%) Electronics
15 1 (0.23%) Games
15 1 (0.23%) Law
15 1 (0.23%) Local Government
15 1 (0.23%) Military
Job Titles
1 154 (35.40%) Analyst
2 59 (13.56%) Developer
3 57 (13.10%) Business Analyst
4 56 (12.87%) Data Analyst
5 51 (11.72%) Architect
6 28 (6.44%) Data Scientist
7 24 (5.52%) Data Architect
8 20 (4.60%) Project Manager
9 18 (4.14%) Data Engineer
10 17 (3.91%) Business Intelligence Developer
11 16 (3.68%) Consultant
12 14 (3.22%) Big Data Engineer
12 14 (3.22%) Business Manager
13 13 (2.99%) Business Project Manager
13 13 (2.99%) Data Business Analyst
13 13 (2.99%) SQL Analyst
14 11 (2.53%) SQL Data Analyst
14 11 (2.53%) SQL Developer
15 10 (2.30%) DevOps Engineer
15 10 (2.30%) Senior Analyst
Libraries, Frameworks & Software Standards
1 32 (7.36%) HTML
2 29 (6.67%) .NET
3 24 (5.52%) XML
4 23 (5.29%) CSS
5 19 (4.37%) Middleware
6 14 (3.22%) Natural Language Processing
7 13 (2.99%) Ruby on Rails
8 11 (2.53%) HTML5
9 10 (2.30%) .NET Framework
9 10 (2.30%) Web Services
10 9 (2.07%) ELK Stack
11 7 (1.61%) ASP.NET
11 7 (1.61%) jQuery
11 7 (1.61%) SOAP
12 6 (1.38%) XSLT
13 5 (1.15%) Entity Framework
13 5 (1.15%) J2EE
13 5 (1.15%) NHibernate
13 5 (1.15%) Silverlight
13 5 (1.15%) Spring
Miscellaneous
1 125 (28.74%) Analytical Skills
2 36 (8.28%) Management Information System
3 34 (7.82%) Computer Science
4 32 (7.36%) Visualisation
5 25 (5.75%) Statistics
6 14 (3.22%) Algorithms
7 13 (2.99%) Performance Metrics
7 13 (2.99%) Virtual Team
8 12 (2.76%) Credit Risk
9 11 (2.53%) Data Extraction
9 11 (2.53%) Fixed Income
10 10 (2.30%) Data Centre
11 9 (2.07%) Life Science
11 9 (2.07%) User Experience
12 8 (1.84%) Data Structures
13 7 (1.61%) Data Integration
13 7 (1.61%) Mathematics
14 5 (1.15%) Data Protection Act
14 5 (1.15%) Equities
14 5 (1.15%) NHS
Operating Systems
1 20 (4.60%) Unix
2 18 (4.14%) Linux
2 18 (4.14%) Windows
3 5 (1.15%) Windows Server 2003
4 4 (0.92%) Windows Server
4 4 (0.92%) Windows Server 2008
5 3 (0.69%) Windows Server 2012
6 2 (0.46%) zOS
7 1 (0.23%) Android
7 1 (0.23%) Apple iOS
7 1 (0.23%) Windows 10
Processes & Methodologies
1 115 (26.44%) Business Intelligence
2 108 (24.83%) Agile Software Development
3 92 (21.15%) Analytics
4 90 (20.69%) Data Analysis
5 88 (20.23%) Data Modelling
6 67 (15.40%) Business Analysis
7 65 (14.94%) Project Management
8 53 (12.18%) ETL
9 47 (10.80%) Machine Learning
10 46 (10.57%) Data Management
11 39 (8.97%) Migration
12 38 (8.74%) Data Analytics
13 36 (8.28%) Validation
14 32 (7.36%) CRM
15 30 (6.90%) Software Engineering
16 27 (6.21%) Continuous Integration
16 27 (6.21%) Scrum
17 26 (5.98%) Data Visualisation
18 25 (5.75%) SOA
18 25 (5.75%) Stakeholder Management
Programming Languages
1 202 (46.44%) SQL
2 58 (13.33%) Java
3 53 (12.18%) R
4 50 (11.49%) Python
5 27 (6.21%) JavaScript
6 26 (5.98%) MATLAB
7 25 (5.75%) C++
7 25 (5.75%) PL/SQL
8 22 (5.06%) PHP
8 22 (5.06%) Shell Script
8 22 (5.06%) T-SQL
9 19 (4.37%) C#
10 17 (3.91%) Ruby
11 16 (3.68%) Perl
12 14 (3.22%) VBA
13 11 (2.53%) PowerShell
14 4 (0.92%) C
14 4 (0.92%) Scala
15 3 (0.69%) SAS Macro
15 3 (0.69%) VB
Qualifications
1 59 (13.56%) Degree
2 20 (4.60%) Security Cleared
3 15 (3.45%) PhD
3 15 (3.45%) SC Cleared
4 6 (1.38%) PMI Certification
5 5 (1.15%) PMP
6 4 (0.92%) CCA
7 3 (0.69%) BPSS Clearance
7 3 (0.69%) DV Cleared
7 3 (0.69%) MCITP
7 3 (0.69%) MCSE
7 3 (0.69%) Microsoft Certification
8 2 (0.46%) ACCA
8 2 (0.46%) CIMA
8 2 (0.46%) ITIL Certification
8 2 (0.46%) PRINCE2 Certification
9 1 (0.23%) CCNP
9 1 (0.23%) Cisco Certification
9 1 (0.23%) CISMP
9 1 (0.23%) ISEB
Quality Assurance & Compliance
1 44 (10.11%) Data Quality
2 21 (4.83%) QA
3 4 (0.92%) COREP
3 4 (0.92%) CRD IV
4 3 (0.69%) Basel II
4 3 (0.69%) Basel III
4 3 (0.69%) Disclosure Scotland
4 3 (0.69%) ISO/IEC 27001
4 3 (0.69%) Solvency II
5 2 (0.46%) 21 CFR Part 11
5 2 (0.46%) COBIT
5 2 (0.46%) GxP
5 2 (0.46%) Sarbanes-Oxley
5 2 (0.46%) SLA
6 1 (0.23%) GAAP
6 1 (0.23%) ISO 9001
6 1 (0.23%) MiFID
System Software
1 12 (2.76%) Active Directory
2 5 (1.15%) Apache Flume
3 3 (0.69%) HDFS
3 3 (0.69%) Hyper-V
4 1 (0.23%) Apache ZooKeeper
4 1 (0.23%) Ceph
4 1 (0.23%) Docker
4 1 (0.23%) Virtual Machines
Systems Management
1 10 (2.30%) Kibana
2 9 (2.07%) Graphite
2 9 (2.07%) logstash
2 9 (2.07%) StatsD
3 6 (1.38%) Ansible
3 6 (1.38%) Opscode Chef
4 5 (1.15%) Oozie
5 4 (0.92%) Puppet
6 3 (0.69%) Failover Clustering
6 3 (0.69%) Microsoft Data Protection Manager
6 3 (0.69%) Nagios
6 3 (0.69%) ZABBIX
7 1 (0.23%) Check_MK
7 1 (0.23%) Data Guard
7 1 (0.23%) Mesos
7 1 (0.23%) Microsoft Clustering
7 1 (0.23%) Oracle RMAN
Vendors
1 86 (19.77%) Microsoft
2 63 (14.48%) Oracle
3 41 (9.43%) Tableau
4 32 (7.36%) Teradata
5 29 (6.67%) SAP
6 18 (4.14%) Informatica
7 15 (3.45%) HP
8 14 (3.22%) Talend
9 10 (2.30%) Salesforce.com
9 10 (2.30%) Vertica
10 9 (2.07%) IBM
11 6 (1.38%) Cognos
12 4 (0.92%) DataFlux
12 4 (0.92%) Google
12 4 (0.92%) Salesforce Marketing Cloud
12 4 (0.92%) Splunk
12 4 (0.92%) Trillium
13 3 (0.69%) BT
13 3 (0.69%) Cloudera
13 3 (0.69%) New Relic
Leeds, West Yorkshire
Experis Ltd
Rate: £350.00 - £385.00 per day
Posted: 2 days ago
City, London
Eames Consulting
Rate: £300 - £350 per day
Posted: 4 days ago
South West London
Lawrence Harvey
Rate: £170 per day
Posted: 5 days ago