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 30 August 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
30 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 427 421 395
Rank change year-on-year
-6 -26
Contract jobs citing Data Mining 209 221 227
As % of all contract IT jobs located in England 0.42% 0.42% 0.45%
As % of the Database & Business Intelligence category 1.83% 1.80% 2.02%
Number of daily rates quoted 140 143 156
Median daily rate £400 £425 £425
Median daily rate % change year-on-year
-5.88% -
90% offered a daily rate of more than £274 £191 £285
10% offered a daily rate of more than £600 £562 £575
UK excluding London median daily rate £375 £350 £410
% change year-on-year
+7.14% -14.63%
Number of hourly rates quoted 3 1 0
Median hourly rate £20.50 £36.50 -
Median hourly rate % change year-on-year
-43.83% -
UK excluding London median hourly rate £20.50 £16.50 -
% change year-on-year
+24.24% -
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
11393 12286 11215
As % of all contract IT jobs located in England 22.70% 23.56% 22.28%
Number of daily rates quoted 7629 8162 7044
Median daily rate £425 £408 £400
Median daily rate % change year-on-year
+4.29% +1.87%
90% offered a daily rate of more than £300 £290 £265
10% offered a daily rate of more than £575 £563 £550
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 184 192 177
Median hourly rate £29.88 £30.00 £28.50
Median hourly rate % change year-on-year
-0.40% +5.26%
90% offered a hourly rate of more than £13.00 £14.00 £13.36
10% offered a hourly rate of more than £48.00 £51.95 £50.00
UK excluding London median hourly rate £28.18 £33.00 £28.50
% change year-on-year
-14.60% +15.78%

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 30 August 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 30 August 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 -24 122 £425 -5.55% 33
South East +13 32 £375 +35.13% 11
North East -11 11 £330 +15.78% 4
East of England +12 10 £444 +4.41% 3
North West +9 10 £450 +18.42% 14
South West +14 7 £425 +60.37% 9
Yorkshire -5 6 £350 -3.44% 4
West Midlands -33 6 £400 -7.13% 4
East Midlands -4 3 £325 +54.76%
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 30 August 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.

1 213 (49.53%) SQL
2 114 (26.51%) Analytical Skills
3 110 (25.58%) Finance
4 96 (22.33%) Agile Software Development
5 91 (21.16%) Business Intelligence
5 91 (21.16%) Analytics
6 80 (18.60%) Data Modelling
7 78 (18.14%) Data Analysis
8 76 (17.67%) Project Management
9 72 (16.74%) Degree
10 71 (16.51%) Microsoft
11 66 (15.35%) R
12 65 (15.12%) Business Analysis
13 64 (14.88%) Java
13 64 (14.88%) Big Data
14 57 (13.26%) SQL Server
15 56 (13.02%) Python
15 56 (13.02%) MS Excel
16 55 (12.79%) Oracle
16 55 (12.79%) Banking
16 55 (12.79%) Hadoop
17 52 (12.09%) SAS
18 47 (10.93%) Migration
18 47 (10.93%) Data Warehouse
19 45 (10.47%) Tableau
20 44 (10.23%) Machine Learning
21 42 (9.77%) ETL
22 41 (9.53%) HTML
22 41 (9.53%) Computer Science
23 40 (9.30%) Marketing

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 52 (12.09%) SAS
2 20 (4.65%) Apache Pig
3 16 (3.72%) Apache Spark
4 10 (2.33%) Confluence
4 10 (2.33%) SharePoint
5 9 (2.09%) Apache
5 9 (2.09%) Tomcat
6 8 (1.86%) CMS
7 5 (1.16%) ArcGIS
8 4 (0.93%) BizTalk Server
9 2 (0.47%) Drupal
9 2 (0.47%) Elasticsearch
9 2 (0.47%) Oracle Spatial
9 2 (0.47%) WebLogic
10 1 (0.23%) Facebook Platform
10 1 (0.23%) JBoss
10 1 (0.23%) Jetty
10 1 (0.23%) nginx
Applications
1 56 (13.02%) MS Excel
2 27 (6.28%) SPSS
3 18 (4.19%) MS Office
4 13 (3.02%) Stata
5 9 (2.09%) MS PowerPoint
6 6 (1.40%) Spreadsheet
7 3 (0.70%) MS Project
7 3 (0.70%) MS Visio
8 1 (0.23%) Photoshop
Business Applications
1 4 (0.93%) SAP Oil and Gas
2 3 (0.70%) BusinessWorks
2 3 (0.70%) SAP ERP
3 2 (0.47%) Dynamics AX
3 2 (0.47%) Dynamics CRM
3 2 (0.47%) SAP BPC
4 1 (0.23%) Investran
4 1 (0.23%) Oracle 11i
4 1 (0.23%) Oracle AML
4 1 (0.23%) Oracle Assets
4 1 (0.23%) Oracle BPM
4 1 (0.23%) Oracle EBS R12
4 1 (0.23%) Oracle Receivables
4 1 (0.23%) Radian6
4 1 (0.23%) SAP FI
4 1 (0.23%) SAP FI/CO
4 1 (0.23%) SAP MDM
4 1 (0.23%) SAP MII
4 1 (0.23%) SAP R/3
4 1 (0.23%) WebTrends
Cloud Services
1 15 (3.49%) Amazon AWS
2 4 (0.93%) IaaS
3 3 (0.70%) Amazon CloudWatch
3 3 (0.70%) Amazon EMR
3 3 (0.70%) AWS CloudFormation
3 3 (0.70%) Microsoft Azure
4 2 (0.47%) Cloud Computing
4 2 (0.47%) Google Analytics
4 2 (0.47%) IBM Cloud
4 2 (0.47%) SaaS
5 1 (0.23%) AdWords
5 1 (0.23%) Google Cloud Platform
5 1 (0.23%) Office 365
5 1 (0.23%) Responsys
5 1 (0.23%) SoftLayer
Communications & Networking
1 12 (2.79%) SMS
2 10 (2.33%) LAN
2 10 (2.33%) WAN
3 4 (0.93%) SAN
4 3 (0.70%) WAAS
5 2 (0.47%) BGP
5 2 (0.47%) EIGRP
5 2 (0.47%) Internet
5 2 (0.47%) Multicast
6 1 (0.23%) 2G
6 1 (0.23%) 3G
6 1 (0.23%) DNS
6 1 (0.23%) Firewall
6 1 (0.23%) Kerberos
6 1 (0.23%) LTE
6 1 (0.23%) Network Security
6 1 (0.23%) UTRAN
6 1 (0.23%) WCDMA
6 1 (0.23%) Wi-Fi
6 1 (0.23%) XCAP
Database & Business Intelligence
1 64 (14.88%) Big Data
2 57 (13.26%) SQL Server
3 55 (12.79%) Hadoop
4 47 (10.93%) Data Warehouse
5 33 (7.67%) Apache Hive
6 30 (6.98%) Relational Database
7 28 (6.51%) BusinessObjects
8 25 (5.81%) SQL Server Integration Services
8 25 (5.81%) SQL Server Reporting Services
9 23 (5.35%) HBase
10 20 (4.65%) MySQL
10 20 (4.65%) QlikView
11 19 (4.42%) SQL Server Analysis Services
12 16 (3.72%) MongoDB
13 14 (3.26%) GIS
14 13 (3.02%) Text Mining
15 10 (2.33%) CouchDB
16 9 (2.09%) NoSQL
16 9 (2.09%) Power BI
16 9 (2.09%) SAP HANA
Development Applications
1 14 (3.26%) Talend Open Studio
2 11 (2.56%) TeamCity
3 9 (2.09%) JUnit
3 9 (2.09%) Visual Studio
4 8 (1.86%) HP UFT
4 8 (1.86%) JIRA
5 7 (1.63%) Git (software)
6 6 (1.40%) Jenkins
6 6 (1.40%) SonarQube
7 4 (0.93%) Ant
7 4 (0.93%) Maven
7 4 (0.93%) Team Foundation Server
8 3 (0.70%) Eclipse
8 3 (0.70%) GoCD
8 3 (0.70%) Subversion
9 2 (0.47%) ERwin
10 1 (0.23%) eggPlant
10 1 (0.23%) Selenium
10 1 (0.23%) WATIR
10 1 (0.23%) Zephyr
General
1 110 (25.58%) Finance
2 55 (12.79%) Banking
3 40 (9.30%) Marketing
4 19 (4.42%) Retail
5 17 (3.95%) Investment Banking
6 15 (3.49%) Manufacturing
7 14 (3.26%) Back Office
8 11 (2.56%) Front Office
9 10 (2.33%) Telecoms
10 9 (2.09%) Advertising
11 7 (1.63%) Pharmaceutical
12 6 (1.40%) Legal
13 5 (1.16%) Publishing
14 4 (0.93%) Financial Institution
15 3 (0.70%) Electronics
16 2 (0.47%) Aerospace
16 2 (0.47%) Retail Banking
17 1 (0.23%) Law
17 1 (0.23%) Local Government
17 1 (0.23%) Wholesale Banking
Job Titles
1 145 (33.72%) Analyst
2 60 (13.95%) Data Analyst
3 58 (13.49%) Developer
4 51 (11.86%) Business Analyst
5 49 (11.40%) Architect
6 35 (8.14%) Data Scientist
7 26 (6.05%) Project Manager
8 22 (5.12%) Data Architect
9 20 (4.65%) Consultant
10 18 (4.19%) Business Manager
11 17 (3.95%) Data Engineer
12 15 (3.49%) Business Project Manager
13 13 (3.02%) Senior Developer
14 12 (2.79%) Agile Developer
15 11 (2.56%) Java Developer
15 11 (2.56%) Senior Agile Developer
15 11 (2.56%) SQL Developer
16 10 (2.33%) Big Data Engineer
16 10 (2.33%) Senior Analyst
16 10 (2.33%) SQL Analyst
Libraries, Frameworks & Software Standards
1 41 (9.53%) HTML
2 34 (7.91%) XML
3 28 (6.51%) .NET
4 24 (5.58%) CSS
5 19 (4.42%) Web Services
6 18 (4.19%) Middleware
7 16 (3.72%) Natural Language Processing
8 15 (3.49%) Spring
9 13 (3.02%) HTML5
10 10 (2.33%) .NET Framework
10 10 (2.33%) Hibernate
10 10 (2.33%) Ruby on Rails
11 9 (2.09%) jQuery
12 8 (1.86%) JSP
12 8 (1.86%) XSLT
13 7 (1.63%) SOAP
14 6 (1.40%) ASP.NET
14 6 (1.40%) J2SE
15 5 (1.16%) J2EE
15 5 (1.16%) NHibernate
Miscellaneous
1 114 (26.51%) Analytical Skills
2 41 (9.53%) Computer Science
3 27 (6.28%) Statistics
4 25 (5.81%) Management Information System
5 23 (5.35%) Virtual Team
6 21 (4.88%) Visualisation
7 20 (4.65%) Algorithms
8 12 (2.79%) Data Centre
8 12 (2.79%) Data Extraction
8 12 (2.79%) Economics
8 12 (2.79%) Mathematics
9 11 (2.56%) Clustering
9 11 (2.56%) Fixed Income
10 10 (2.33%) Performance Metrics
10 10 (2.33%) User Experience
11 9 (2.09%) Credit Risk
11 9 (2.09%) Data Integration
11 9 (2.09%) Life Science
12 8 (1.86%) Data Structures
13 6 (1.40%) Neural Network
Operating Systems
1 17 (3.95%) Unix
2 16 (3.72%) Linux
3 14 (3.26%) Windows
4 4 (0.93%) Windows Server 2003
5 3 (0.70%) Windows Server 2008
6 2 (0.47%) Windows Server
6 2 (0.47%) Windows Server 2012
6 2 (0.47%) zOS
7 1 (0.23%) Android
7 1 (0.23%) Apple iOS
7 1 (0.23%) Windows 10
Processes & Methodologies
1 96 (22.33%) Agile Software Development
2 91 (21.16%) Analytics
2 91 (21.16%) Business Intelligence
3 80 (18.60%) Data Modelling
4 78 (18.14%) Data Analysis
5 76 (17.67%) Project Management
6 65 (15.12%) Business Analysis
7 47 (10.93%) Migration
8 44 (10.23%) Machine Learning
9 42 (9.77%) ETL
10 38 (8.84%) Data Analytics
11 37 (8.60%) E-Commerce
12 36 (8.37%) Data Management
13 33 (7.67%) CRM
14 32 (7.44%) Validation
15 31 (7.21%) Data Architecture
16 29 (6.74%) Software Engineering
17 28 (6.51%) Scrum
17 28 (6.51%) Stakeholder Management
18 27 (6.28%) Change Management
Programming Languages
1 213 (49.53%) SQL
2 66 (15.35%) R
3 64 (14.88%) Java
4 56 (13.02%) Python
5 30 (6.98%) C++
6 29 (6.74%) JavaScript
7 27 (6.28%) MATLAB
8 26 (6.05%) T-SQL
9 21 (4.88%) PHP
10 20 (4.65%) C#
10 20 (4.65%) PL/SQL
11 19 (4.42%) Shell Script
12 16 (3.72%) VBA
13 14 (3.26%) Ruby
14 13 (3.02%) Perl
15 11 (2.56%) PowerShell
16 7 (1.63%) Scala
17 5 (1.16%) C
18 3 (0.70%) VB
19 2 (0.47%) X++
Qualifications
1 72 (16.74%) Degree
2 19 (4.42%) Security Cleared
3 17 (3.95%) PhD
4 16 (3.72%) SC Cleared
5 6 (1.40%) PMI Certification
6 5 (1.16%) PMP
7 4 (0.93%) Microsoft Certification
8 3 (0.70%) BPSS Clearance
8 3 (0.70%) MCITP
8 3 (0.70%) MCSE
9 2 (0.47%) ACCA
9 2 (0.47%) CCA
9 2 (0.47%) CCNP
9 2 (0.47%) CIMA
9 2 (0.47%) Cisco Certification
9 2 (0.47%) Postgraduate
9 2 (0.47%) PRINCE2 Certification
10 1 (0.23%) CCIE
10 1 (0.23%) ISEB
10 1 (0.23%) ITIL Certification
Quality Assurance & Compliance
1 39 (9.07%) Data Quality
2 18 (4.19%) QA
3 5 (1.16%) Solvency II
4 3 (0.70%) Basel II
4 3 (0.70%) Basel III
4 3 (0.70%) COREP
4 3 (0.70%) CRD IV
4 3 (0.70%) ISO/IEC 27001
5 2 (0.47%) 21 CFR Part 11
5 2 (0.47%) Disclosure Scotland
5 2 (0.47%) GxP
5 2 (0.47%) ISO 9001
5 2 (0.47%) Sarbanes-Oxley
5 2 (0.47%) SLA
6 1 (0.23%) MiFID
System Software
1 12 (2.79%) Active Directory
2 5 (1.16%) Apache Flume
3 3 (0.70%) HDFS
3 3 (0.70%) Hyper-V
4 1 (0.23%) Apache ZooKeeper
4 1 (0.23%) Ceph
4 1 (0.23%) Docker
Systems Management
1 6 (1.40%) Ansible
1 6 (1.40%) Opscode Chef
2 5 (1.16%) Oozie
3 3 (0.70%) Failover Clustering
3 3 (0.70%) Microsoft Data Protection Manager
3 3 (0.70%) Nagios
3 3 (0.70%) Puppet
3 3 (0.70%) ZABBIX
4 1 (0.23%) Check_MK
4 1 (0.23%) Data Guard
4 1 (0.23%) Kibana
4 1 (0.23%) Mesos
4 1 (0.23%) Oracle RMAN
Vendors
1 71 (16.51%) Microsoft
2 55 (12.79%) Oracle
3 45 (10.47%) Tableau
4 35 (8.14%) SAP
5 29 (6.74%) Teradata
6 22 (5.12%) Salesforce.com
7 19 (4.42%) HP
8 17 (3.95%) Informatica
9 14 (3.26%) Talend
10 12 (2.79%) Salesforce Marketing Cloud
11 11 (2.56%) Vertica
12 7 (1.63%) IBM
13 5 (1.16%) Mapinfo
14 4 (0.93%) DataFlux
14 4 (0.93%) Escenic
14 4 (0.93%) Splunk
14 4 (0.93%) Trillium
15 3 (0.70%) Atlassian
15 3 (0.70%) Google
15 3 (0.70%) New Relic
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