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 1 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
1 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 399 419 356
Rank change year-on-year
+20 -63
Contract jobs citing Data Mining 221 201 248
As % of all contract IT jobs located in England 0.45% 0.39% 0.51%
As % of the Database & Business Intelligence category 2.06% 1.67% 2.25%
Number of daily rates quoted 162 122 154
Median daily rate £425 £400 £425
Median daily rate % change year-on-year
+6.25% -5.88%
90% offered a daily rate of more than £307 £213 £250
10% offered a daily rate of more than £625 £575 £568
UK excluding London median daily rate £413 £350 £400
% change year-on-year
+17.85% -12.50%
Number of hourly rates quoted 1 3 3
Median hourly rate £18.50 £50.00 £30.00
Median hourly rate % change year-on-year
-63.00% +66.66%
UK excluding London median hourly rate - £19.00 £23.50
% change year-on-year
- -19.14%
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
10720 12030 11017
As % of all contract IT jobs located in England 21.86% 23.60% 22.58%
Number of daily rates quoted 7332 7976 6963
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £280 £270
10% offered a daily rate of more than £585 £550 £550
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 183 185 186
Median hourly rate £30.00 £26.75 £28.50
Median hourly rate % change year-on-year
+12.14% -6.14%
90% offered a hourly rate of more than £12.33 £15.68 £13.50
10% offered a hourly rate of more than £49.00 £52.17 £52.50
UK excluding London median hourly rate £31.59 £28.13 £29.50
% change year-on-year
+12.30% -4.66%

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 1 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 1 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 -10 106 £500 +11.11% 43
North West +13 31 £413 +10.00% 6
South East +1 21 £369 +47.50% 8
South West +16 20 £425 +17.24% 3
East of England +8 17 £400 -5.88% 6
North East -49 10 £318 -19.36%
Yorkshire -6 6 £475 +35.71% 6
East Midlands -6 4 £469 +123.21% 1
West Midlands -24 4 £353 +13.70% 4
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 1 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.

1 190 (44.71%) SQL
2 122 (28.71%) Business Intelligence
3 120 (28.24%) Finance
4 114 (26.82%) Analytical Skills
5 103 (24.24%) Analytics
6 101 (23.76%) Agile Software Development
7 86 (20.24%) Data Modelling
8 81 (19.06%) Data Analysis
9 77 (18.12%) Microsoft
10 72 (16.94%) Big Data
11 66 (15.53%) Oracle
11 66 (15.53%) Business Analysis
12 64 (15.06%) Data Warehouse
13 62 (14.59%) MS Excel
14 61 (14.35%) Degree
15 60 (14.12%) SQL Server
15 60 (14.12%) Java
16 59 (13.88%) Project Management
17 57 (13.41%) Python
18 56 (13.18%) Banking
19 54 (12.71%) Data Management
19 54 (12.71%) SAS
20 53 (12.47%) R
21 50 (11.76%) ETL
22 47 (11.06%) Machine Learning
23 45 (10.59%) Hadoop
24 44 (10.35%) Data Quality
24 44 (10.35%) Data Analytics
25 39 (9.18%) Management Information System
26 38 (8.94%) Migration

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 54 (12.71%) SAS
2 21 (4.94%) Apache Pig
3 14 (3.29%) SharePoint
4 11 (2.59%) Elasticsearch
5 9 (2.12%) Apache Spark
6 7 (1.65%) Confluence
7 5 (1.18%) Apache
7 5 (1.18%) Tomcat
8 4 (0.94%) BizTalk Server
8 4 (0.94%) CMS
9 3 (0.71%) nginx
10 2 (0.47%) ArcGIS
10 2 (0.47%) Oracle Spatial
10 2 (0.47%) WebLogic
11 1 (0.24%) Facebook Platform
11 1 (0.24%) FileNet
11 1 (0.24%) JBoss
11 1 (0.24%) Jetty
Applications
1 62 (14.59%) MS Excel
2 24 (5.65%) SPSS
3 19 (4.47%) MS Office
4 13 (3.06%) Stata
5 11 (2.59%) MS PowerPoint
6 9 (2.12%) MS Visio
7 7 (1.65%) MS Project
8 4 (0.94%) Spreadsheet
Business Applications
1 4 (0.94%) Dynamics CRM
1 4 (0.94%) SAP Oil and Gas
2 3 (0.71%) BusinessWorks
2 3 (0.71%) Oracle EBS R12
2 3 (0.71%) SAP ERP
3 2 (0.47%) Dynamics AX
4 1 (0.24%) Dynamics NAV
4 1 (0.24%) ENOVIA
4 1 (0.24%) Oracle 11i
4 1 (0.24%) Oracle AML
4 1 (0.24%) Oracle BPM
4 1 (0.24%) Oracle FAH
4 1 (0.24%) Oracle General Ledger
4 1 (0.24%) Radian6
4 1 (0.24%) WebTrends
Cloud Services
1 13 (3.06%) Amazon AWS
2 8 (1.88%) Microsoft Azure
3 6 (1.41%) Google Analytics
4 3 (0.71%) Amazon CloudWatch
4 3 (0.71%) AWS CloudFormation
4 3 (0.71%) IaaS
5 1 (0.24%) AdWords
5 1 (0.24%) GitHub
5 1 (0.24%) Google Cloud Platform
5 1 (0.24%) Office 365
Communications & Networking
1 5 (1.18%) SAN
2 3 (0.71%) ATM
2 3 (0.71%) WAAS
3 2 (0.47%) Internet
3 2 (0.47%) Network Security
3 2 (0.47%) SMS
4 1 (0.24%) BGP
4 1 (0.24%) EIGRP
4 1 (0.24%) Kerberos
4 1 (0.24%) LAN
4 1 (0.24%) Multicast
4 1 (0.24%) WAN
4 1 (0.24%) WebEx
Database & Business Intelligence
1 72 (16.94%) Big Data
2 64 (15.06%) Data Warehouse
3 60 (14.12%) SQL Server
4 45 (10.59%) Hadoop
5 34 (8.00%) Apache Hive
6 29 (6.82%) SQL Server Analysis Services
7 26 (6.12%) SQL Server Reporting Services
8 25 (5.88%) QlikView
9 22 (5.18%) HBase
9 22 (5.18%) Relational Database
10 21 (4.94%) SQL Server Integration Services
11 20 (4.71%) MySQL
12 19 (4.47%) BusinessObjects
13 14 (3.29%) SQL Server 2012
14 13 (3.06%) MS Access
15 12 (2.82%) CouchDB
15 12 (2.82%) MongoDB
16 11 (2.59%) GIS
17 10 (2.35%) Oracle Database
17 10 (2.35%) Text Mining
Development Applications
1 12 (2.82%) Talend Open Studio
2 11 (2.59%) TeamCity
2 11 (2.59%) Visual Studio
3 9 (2.12%) Git (software)
4 8 (1.88%) HP UFT
4 8 (1.88%) JIRA
5 7 (1.65%) ERwin
5 7 (1.65%) Jenkins
6 6 (1.41%) SonarQube
7 5 (1.18%) JUnit
7 5 (1.18%) Team Foundation Server
8 4 (0.94%) Ant
8 4 (0.94%) Maven
8 4 (0.94%) Subversion
9 3 (0.71%) GoCD
9 3 (0.71%) Toad
10 2 (0.47%) Cucumber
11 1 (0.24%) MSTest
11 1 (0.24%) Sahi
11 1 (0.24%) SoapUI
General
1 120 (28.24%) Finance
2 56 (13.18%) Banking
3 29 (6.82%) Marketing
4 17 (4.00%) Manufacturing
5 15 (3.53%) Back Office
6 14 (3.29%) Retail
7 12 (2.82%) Telecoms
8 11 (2.59%) Investment Banking
9 10 (2.35%) Front Office
9 10 (2.35%) Legal
10 7 (1.65%) Pharmaceutical
11 6 (1.41%) Advertising
12 4 (0.94%) Electronics
12 4 (0.94%) Financial Institution
13 3 (0.71%) Publishing
14 2 (0.47%) Aerospace
15 1 (0.24%) Bulgarian Language
15 1 (0.24%) Law
15 1 (0.24%) Local Government
15 1 (0.24%) Retail Banking
Job Titles
1 149 (35.06%) Analyst
2 59 (13.88%) Business Analyst
2 59 (13.88%) Developer
3 45 (10.59%) Data Analyst
4 43 (10.12%) Architect
5 26 (6.12%) Data Scientist
6 24 (5.65%) Data Architect
7 20 (4.71%) Consultant
7 20 (4.71%) Project Manager
8 18 (4.24%) Data Engineer
9 15 (3.53%) Big Data Engineer
9 15 (3.53%) SQL Analyst
10 14 (3.29%) Business Intelligence Developer
10 14 (3.29%) Business Manager
10 14 (3.29%) Data Business Analyst
11 13 (3.06%) Business Project Manager
12 11 (2.59%) SQL Developer
13 10 (2.35%) Banking Analyst
13 10 (2.35%) Risk Analyst
13 10 (2.35%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 26 (6.12%) .NET
2 22 (5.18%) HTML
3 19 (4.47%) Middleware
4 16 (3.76%) CSS
4 16 (3.76%) XML
5 13 (3.06%) Ruby on Rails
6 10 (2.35%) .NET Framework
7 9 (2.12%) ELK Stack
7 9 (2.12%) Natural Language Processing
8 7 (1.65%) ASP.NET
8 7 (1.65%) jQuery
8 7 (1.65%) SOAP
8 7 (1.65%) Web Services
9 5 (1.18%) Entity Framework
9 5 (1.18%) HTML5
9 5 (1.18%) NHibernate
9 5 (1.18%) NumPy
9 5 (1.18%) Pandas
9 5 (1.18%) Silverlight
9 5 (1.18%) Spring
Miscellaneous
1 114 (26.82%) Analytical Skills
2 39 (9.18%) Management Information System
3 38 (8.94%) Computer Science
4 34 (8.00%) Visualisation
5 26 (6.12%) Statistics
6 17 (4.00%) Algorithms
7 14 (3.29%) Credit Risk
8 13 (3.06%) Virtual Team
9 12 (2.82%) Performance Metrics
10 11 (2.59%) Data Structures
10 11 (2.59%) Fixed Income
11 10 (2.35%) Data Centre
11 10 (2.35%) Data Extraction
11 10 (2.35%) Life Science
12 9 (2.12%) Data Integration
12 9 (2.12%) Mathematics
13 8 (1.88%) User Experience
14 5 (1.18%) Data Protection Act
14 5 (1.18%) Economics
14 5 (1.18%) Equities
Operating Systems
1 23 (5.41%) Unix
2 20 (4.71%) Linux
2 20 (4.71%) Windows
3 6 (1.41%) Windows Server 2003
4 5 (1.18%) Windows Server 2008
5 4 (0.94%) Windows Server
6 3 (0.71%) Windows Server 2012
7 2 (0.47%) zOS
8 1 (0.24%) Android
8 1 (0.24%) Apple iOS
8 1 (0.24%) Windows 10
Processes & Methodologies
1 122 (28.71%) Business Intelligence
2 103 (24.24%) Analytics
3 101 (23.76%) Agile Software Development
4 86 (20.24%) Data Modelling
5 81 (19.06%) Data Analysis
6 66 (15.53%) Business Analysis
7 59 (13.88%) Project Management
8 54 (12.71%) Data Management
9 50 (11.76%) ETL
10 47 (11.06%) Machine Learning
11 44 (10.35%) Data Analytics
12 38 (8.94%) Migration
13 35 (8.24%) Validation
14 32 (7.53%) CRM
15 30 (7.06%) Software Engineering
16 29 (6.82%) Data Visualisation
17 28 (6.59%) Scrum
18 27 (6.35%) Continuous Integration
19 25 (5.88%) Stakeholder Management
20 24 (5.65%) Data Architecture
Programming Languages
1 190 (44.71%) SQL
2 60 (14.12%) Java
3 57 (13.41%) Python
4 53 (12.47%) R
5 27 (6.35%) JavaScript
6 26 (6.12%) MATLAB
7 24 (5.65%) PL/SQL
8 23 (5.41%) C++
8 23 (5.41%) Shell Script
9 20 (4.71%) T-SQL
10 17 (4.00%) Ruby
10 17 (4.00%) VBA
11 16 (3.76%) Perl
11 16 (3.76%) PHP
12 14 (3.29%) C#
13 12 (2.82%) PowerShell
14 5 (1.18%) C
15 3 (0.71%) SAS Macro
15 3 (0.71%) Scala
15 3 (0.71%) VB
Qualifications
1 61 (14.35%) Degree
2 20 (4.71%) Security Cleared
3 14 (3.29%) PhD
3 14 (3.29%) SC Cleared
4 6 (1.41%) PMI Certification
5 5 (1.18%) PMP
6 4 (0.94%) BPSS Clearance
6 4 (0.94%) CCA
6 4 (0.94%) MCITP
6 4 (0.94%) MCSE
6 4 (0.94%) Microsoft Certification
7 3 (0.71%) DV Cleared
8 2 (0.47%) ACCA
8 2 (0.47%) CCNP
8 2 (0.47%) CIMA
8 2 (0.47%) Cisco Certification
8 2 (0.47%) ITIL Certification
8 2 (0.47%) PRINCE2 Certification
9 1 (0.24%) CCNA
9 1 (0.24%) ISEB
Quality Assurance & Compliance
1 44 (10.35%) Data Quality
2 25 (5.88%) QA
3 4 (0.94%) COREP
3 4 (0.94%) CRD IV
3 4 (0.94%) SLA
4 3 (0.71%) Basel II
4 3 (0.71%) Basel III
4 3 (0.71%) Disclosure Scotland
4 3 (0.71%) ISO/IEC 27001
5 2 (0.47%) 21 CFR Part 11
5 2 (0.47%) COBIT
5 2 (0.47%) GxP
5 2 (0.47%) Sarbanes-Oxley
6 1 (0.24%) GAAP
6 1 (0.24%) ISO 9001
6 1 (0.24%) MiFID
6 1 (0.24%) Solvency II
System Software
1 11 (2.59%) Active Directory
2 5 (1.18%) Apache Flume
2 5 (1.18%) Hyper-V
3 3 (0.71%) HDFS
4 1 (0.24%) Apache ZooKeeper
4 1 (0.24%) Ceph
4 1 (0.24%) Docker
4 1 (0.24%) Virtual Machines
Systems Management
1 10 (2.35%) Kibana
2 9 (2.12%) Graphite
2 9 (2.12%) logstash
2 9 (2.12%) StatsD
3 6 (1.41%) Ansible
3 6 (1.41%) Opscode Chef
4 5 (1.18%) Oozie
5 4 (0.94%) Failover Clustering
5 4 (0.94%) Microsoft Data Protection Manager
5 4 (0.94%) Puppet
6 3 (0.71%) Nagios
6 3 (0.71%) Oracle EDQ
6 3 (0.71%) ZABBIX
7 1 (0.24%) Check_MK
7 1 (0.24%) Data Guard
7 1 (0.24%) Mesos
7 1 (0.24%) Microsoft Clustering
7 1 (0.24%) Oracle RMAN
Vendors
1 77 (18.12%) Microsoft
2 66 (15.53%) Oracle
3 36 (8.47%) Tableau
4 24 (5.65%) SAP
4 24 (5.65%) Teradata
5 15 (3.53%) HP
5 15 (3.53%) Informatica
6 12 (2.82%) IBM
6 12 (2.82%) Talend
7 10 (2.35%) Vertica
8 8 (1.88%) Salesforce.com
9 7 (1.65%) Google
10 6 (1.41%) Cognos
11 3 (0.71%) BT
11 3 (0.71%) Cloudera
11 3 (0.71%) DataFlux
11 3 (0.71%) i2
11 3 (0.71%) ServiceNow
11 3 (0.71%) Splunk
11 3 (0.71%) TIBCO
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