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 average contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 8 February 2016 with a comparison to the same period in 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.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 374 412 360
Rank change year-on-year
+38 -52
Contract jobs citing Data Mining 236 180 218
As % of all contract IT jobs located in England 0.50% 0.38% 0.49%
As % of the Database & Business Intelligence category 2.23% 1.76% 2.12%
Number of daily rates quoted 159 106 130
Average daily rate £413 £425 £425
Average daily rate % change year-on-year
-2.94% -
90% offered a daily rate of more than £283 £256 £228
10% offered a daily rate of more than £648 £550 £550
UK excluding London average daily rate £375 £313 £275
% change year-on-year
+20.00% +13.63%
Number of hourly rates quoted 12 3 6
Average hourly rate £17.75 £36.50 £21.00
Average hourly rate % change year-on-year
-51.36% +73.80%
90% offered a hourly rate of more than £15.00 £35.70 £15.50
10% offered a hourly rate of more than £19.50 £37.30 £32.00
UK excluding London average hourly rate £17.75 £36.50 £21.00
% change year-on-year
-51.36% +73.80%
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
10567 10205 10304
As % of all contract IT jobs located in England 22.39% 21.75% 23.24%
Number of daily rates quoted 7206 6705 6376
Average daily rate £425 £400 £390
Average daily rate % change year-on-year
+6.25% +2.56%
90% offered a daily rate of more than £300 £275 £255
10% offered a daily rate of more than £575 £550 £550
UK excluding London average daily rate £375 £368 £350
% change year-on-year
+2.04% +5.00%
Number of hourly rates quoted 199 160 213
Average hourly rate £32.50 £30.00 £28.10
Average hourly rate % change year-on-year
+8.33% +6.78%
90% offered a hourly rate of more than £14.00 £15.00 £15.00
10% offered a hourly rate of more than £58.61 £47.50 £45.00
UK excluding London average hourly rate £29.00 £32.50 £27.75
% change year-on-year
-10.76% +17.11%

Data Mining
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Data Mining across the England region as a proportion of the total demand within 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 8 February 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 average contractor rates quoted in IT jobs citing Data Mining within the England region over the 3 months to 8 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -2 113 £500 +11.11% 78
South East +23 39 £300 +14.28% 12
Yorkshire +7 24 £350 -7.89% 8
East of England +13 17 £388 +55.00% 1
South West +14 13 £425 +23.18% 4
North East - 12 £475 -
North West -19 10 £400 +60.00% 8
West Midlands -13 6 £375 +11.11% 7
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 8 February 2016, IT contractor jobs across the England region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Mining.

1 207 (47.15%) SQL
2 147 (33.49%) Finance
3 137 (31.21%) Business Intelligence
4 122 (27.79%) Analytical Skills
5 121 (27.56%) Analytics
6 99 (22.55%) Oracle
7 96 (21.87%) Agile Software Development
8 90 (20.50%) Data Modelling
9 78 (17.77%) Data Warehouse
10 76 (17.31%) Big Data
11 74 (16.86%) Banking
12 73 (16.63%) Java
13 71 (16.17%) Python
14 68 (15.49%) Hadoop
15 61 (13.90%) Microsoft
16 60 (13.67%) Visualisation
17 57 (12.98%) SAS
17 57 (12.98%) Data Analysis
18 56 (12.76%) CRM
19 53 (12.07%) R
20 49 (11.16%) Statistics
21 47 (10.71%) MS Excel
21 47 (10.71%) SQL Server
22 46 (10.48%) Data Management
23 45 (10.25%) Oracle Database
24 44 (10.02%) Tableau
24 44 (10.02%) Data Visualisation
25 43 (9.79%) ETL
26 42 (9.57%) SAP
26 42 (9.57%) Computer Science

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 8 February 2016, IT contractor jobs across the England region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 57 (12.98%) SAS
2 28 (6.38%) Apache Spark
3 16 (3.64%) SharePoint
4 15 (3.42%) Apache Pig
5 9 (2.05%) Apache
5 9 (2.05%) nginx
6 8 (1.82%) Confluence
7 7 (1.59%) Elasticsearch
8 6 (1.37%) IIS
8 6 (1.37%) Jetty
8 6 (1.37%) Oracle 10gAS
8 6 (1.37%) Oracle Application Server
8 6 (1.37%) Oracle HTTP Server
8 6 (1.37%) Tomcat
8 6 (1.37%) WebSphere
8 6 (1.37%) WebSphere Application Server
9 5 (1.14%) PowerExchange
10 4 (0.91%) Node.js
10 4 (0.91%) Oracle Spatial
11 2 (0.46%) FileNet
Applications
1 47 (10.71%) MS Excel
2 29 (6.61%) MS Office
3 23 (5.24%) MS PowerPoint
4 22 (5.01%) MS Visio
5 18 (4.10%) SPSS
6 9 (2.05%) MS Project
7 7 (1.59%) Spreadsheet
8 2 (0.46%) Stata
9 1 (0.23%) Acrobat
Business Applications
1 8 (1.82%) Oracle EBS
1 8 (1.82%) SAP Oil and Gas
2 4 (0.91%) Dynamics CRM
3 3 (0.68%) SAP FI
4 2 (0.46%) Remedy ITSM
5 1 (0.23%) Dynamics NAV
5 1 (0.23%) FastStats
5 1 (0.23%) HFM
5 1 (0.23%) Oracle Applications
5 1 (0.23%) Oracle EBS R12
5 1 (0.23%) Oracle FAH
5 1 (0.23%) Oracle Financials
5 1 (0.23%) Oracle General Ledger
5 1 (0.23%) Oracle iProcurement
5 1 (0.23%) SAP CO
5 1 (0.23%) SAP ERP
5 1 (0.23%) SAP FI/CO
5 1 (0.23%) SAP IS-U
5 1 (0.23%) SAP PM
5 1 (0.23%) Summit
Cloud Services
1 12 (2.73%) Microsoft Azure
2 8 (1.82%) Amazon AWS
3 4 (0.91%) Google Analytics
4 3 (0.68%) Amazon EC2
4 3 (0.68%) Amazon S3
5 2 (0.46%) Cloud Computing
6 1 (0.23%) IaaS
6 1 (0.23%) PaaS
6 1 (0.23%) SaaS
Communications & Networking
1 7 (1.59%) SSL
2 6 (1.37%) DHCP
2 6 (1.37%) DNS
2 6 (1.37%) FTP
2 6 (1.37%) HTTP
2 6 (1.37%) IPsec
2 6 (1.37%) TCP/IP
3 4 (0.91%) SAN
4 3 (0.68%) Internet
5 2 (0.46%) Network Security
5 2 (0.46%) SSH
6 1 (0.23%) 3GPP
6 1 (0.23%) LAN
6 1 (0.23%) LTE
6 1 (0.23%) MVNO
6 1 (0.23%) NAS
6 1 (0.23%) TETRA
6 1 (0.23%) Unified Communications
6 1 (0.23%) WAN
Database & Business Intelligence
1 78 (17.77%) Data Warehouse
2 76 (17.31%) Big Data
3 68 (15.49%) Hadoop
4 47 (10.71%) SQL Server
5 45 (10.25%) Oracle Database
6 37 (8.43%) Apache Hive
7 35 (7.97%) SQL Server Integration Services
8 29 (6.61%) SQL Server Analysis Services
9 28 (6.38%) NoSQL
9 28 (6.38%) QlikView
10 26 (5.92%) SQL Server Reporting Services
11 25 (5.69%) BusinessObjects
12 22 (5.01%) Relational Database
13 21 (4.78%) MS Access
13 21 (4.78%) Oracle BI EE
14 17 (3.87%) HBase
15 15 (3.42%) Text Mining
16 14 (3.19%) SQL Server 2012
17 13 (2.96%) Pentaho
18 12 (2.73%) Power BI
Development Applications
1 23 (5.24%) JIRA
2 12 (2.73%) Talend Open Studio
3 10 (2.28%) Jenkins
3 10 (2.28%) Subversion
3 10 (2.28%) Toad
4 7 (1.59%) Git (software)
5 6 (1.37%) ERwin
5 6 (1.37%) Log4j
6 5 (1.14%) Cucumber
6 5 (1.14%) SoapUI
7 4 (0.91%) Team Foundation Server
8 2 (0.46%) Redmine
8 2 (0.46%) Visual Studio
9 1 (0.23%) Atlassian Bamboo
9 1 (0.23%) Balsamiq Mockups
9 1 (0.23%) CA Gen
9 1 (0.23%) Eclipse
9 1 (0.23%) MSI
9 1 (0.23%) Oracle Forms
9 1 (0.23%) ProC
General
1 147 (33.49%) Finance
2 74 (16.86%) Banking
3 28 (6.38%) Marketing
4 23 (5.24%) Investment Banking
5 18 (4.10%) Telecoms
6 12 (2.73%) Front Office
7 11 (2.51%) Retail
8 10 (2.28%) Corporate Banking
9 9 (2.05%) Manufacturing
10 7 (1.59%) Electronics
11 5 (1.14%) Financial Institution
12 3 (0.68%) Back Office
12 3 (0.68%) Billing
12 3 (0.68%) Games
12 3 (0.68%) Legal
12 3 (0.68%) Pharmaceutical
13 2 (0.46%) Private Banking
14 1 (0.23%) Advertising
14 1 (0.23%) International Banking
14 1 (0.23%) Local Government
Job Titles
1 174 (39.64%) Analyst
2 93 (21.18%) Developer
3 72 (16.40%) Data Analyst
4 50 (11.39%) Business Analyst
5 38 (8.66%) SQL Analyst
6 34 (7.74%) Architect
7 24 (5.47%) Data Scientist
8 21 (4.78%) Consultant
8 21 (4.78%) Data Business Analyst
8 21 (4.78%) SQL Data Analyst
8 21 (4.78%) Test Analyst
9 20 (4.56%) SAS Analyst
9 20 (4.56%) Senior Analyst
10 19 (4.33%) Business Intelligence Developer
11 18 (4.10%) Data Architect
12 15 (3.42%) Financial Analyst
13 14 (3.19%) Banking Analyst
13 14 (3.19%) Siebel Developer
13 14 (3.19%) Technical Analyst
14 13 (2.96%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 33 (7.52%) .NET
2 28 (6.38%) CSS
2 28 (6.38%) HTML
3 22 (5.01%) HTML5
4 20 (4.56%) Middleware
5 18 (4.10%) AngularJS
5 18 (4.10%) jQuery
6 17 (3.87%) JSON
7 16 (3.64%) XML
8 13 (2.96%) Ajax
8 13 (2.96%) RequireJS
9 11 (2.51%) J2EE
10 10 (2.28%) Web Services
11 8 (1.82%) Django
11 8 (1.82%) NumPy
11 8 (1.82%) Pandas
11 8 (1.82%) SciPy
12 6 (1.37%) Natural Language Processing
12 6 (1.37%) Oracle Fusion
12 6 (1.37%) Regular Expression
Miscellaneous
1 122 (27.79%) Analytical Skills
2 60 (13.67%) Visualisation
3 49 (11.16%) Statistics
4 42 (9.57%) Computer Science
5 36 (8.20%) Management Information System
6 28 (6.38%) Mathematics
7 23 (5.24%) Data Structures
8 16 (3.64%) Neural Network
9 14 (3.19%) Algorithms
10 13 (2.96%) Credit Risk
10 13 (2.96%) Fixed Income
11 12 (2.73%) Economics
12 10 (2.28%) Applied Mathematics
12 10 (2.28%) Data Extraction
12 10 (2.28%) Data Integration
12 10 (2.28%) Foreign Exchange (FX)
12 10 (2.28%) Social Network
13 8 (1.82%) Data Centre
13 8 (1.82%) NHS
13 8 (1.82%) Social Media
Operating Systems
1 37 (8.43%) Linux
2 32 (7.29%) Windows
3 19 (4.33%) Unix
4 9 (2.05%) AIX
5 7 (1.59%) Solaris
6 5 (1.14%) Red Hat Enterprise Linux
6 5 (1.14%) Windows Server 2008
7 4 (0.91%) pSOS
7 4 (0.91%) Windows Server
8 2 (0.46%) MVS
9 1 (0.23%) HPUX
9 1 (0.23%) Windows 8
9 1 (0.23%) Windows Mobile
9 1 (0.23%) Windows Server 2003
9 1 (0.23%) Windows Server 2012
9 1 (0.23%) Windows XP
Processes & Methodologies
1 137 (31.21%) Business Intelligence
2 121 (27.56%) Analytics
3 96 (21.87%) Agile Software Development
4 90 (20.50%) Data Modelling
5 57 (12.98%) Data Analysis
6 56 (12.76%) CRM
7 46 (10.48%) Data Management
8 44 (10.02%) Data Visualisation
9 43 (9.79%) ETL
10 34 (7.74%) Project Management
11 32 (7.29%) Data Analytics
11 32 (7.29%) Machine Learning
12 29 (6.61%) Migration
13 27 (6.15%) Predictive Modelling
14 25 (5.69%) Stakeholder Management
15 24 (5.47%) Service Delivery
15 24 (5.47%) Validation
16 23 (5.24%) Business Analysis
17 22 (5.01%) Data Mapping
17 22 (5.01%) Information Management
Programming Languages
1 207 (47.15%) SQL
2 73 (16.63%) Java
3 71 (16.17%) Python
4 53 (12.07%) R
5 39 (8.88%) PL/SQL
6 36 (8.20%) JavaScript
7 34 (7.74%) VBA
8 23 (5.24%) T-SQL
9 19 (4.33%) C++
10 15 (3.42%) Scala
10 15 (3.42%) Shell Script
11 14 (3.19%) Perl
12 12 (2.73%) C
13 8 (1.82%) C#
13 8 (1.82%) MATLAB
14 6 (1.37%) PHP
15 3 (0.68%) AWK
15 3 (0.68%) CoffeeScript
15 3 (0.68%) Lua
15 3 (0.68%) MapBasic
Qualifications
1 38 (8.66%) Degree
2 25 (5.69%) Security Cleared
3 10 (2.28%) PhD
3 10 (2.28%) SC Cleared
4 8 (1.82%) ISEB
5 7 (1.59%) DV Cleared
6 6 (1.37%) BPSS Clearance
7 5 (1.14%) PRINCE2 Practitioner
8 2 (0.46%) CCNP
8 2 (0.46%) Cisco Certification
8 2 (0.46%) ITIL Certification
8 2 (0.46%) PRINCE2 Certification
9 1 (0.23%) CBAP
9 1 (0.23%) CCNA
9 1 (0.23%) CCVP
9 1 (0.23%) ISTQB
9 1 (0.23%) MBA
9 1 (0.23%) MCITP
9 1 (0.23%) MCSE
9 1 (0.23%) Microsoft Certification
Quality Assurance & Compliance
1 40 (9.11%) Data Quality
2 29 (6.61%) QA
3 10 (2.28%) SLA
4 3 (0.68%) Disclosure Scotland
5 1 (0.23%) AIFMD
5 1 (0.23%) Dodd-Frank
5 1 (0.23%) EMIR
5 1 (0.23%) FATCA
5 1 (0.23%) MiFID
5 1 (0.23%) Solvency II
System Software
1 9 (2.05%) VMware Infrastructure
2 8 (1.82%) HDFS
3 6 (1.37%) Xen
4 4 (0.91%) Hyper-V
4 4 (0.91%) Oracle RAC
5 3 (0.68%) Docker
6 2 (0.46%) Active Directory
6 2 (0.46%) Microsoft App-V
7 1 (0.23%) Apache Flume
7 1 (0.23%) Apache ZooKeeper
7 1 (0.23%) XenApp
7 1 (0.23%) XenDesktop
Systems Management
1 7 (1.59%) HP Quality Center
2 5 (1.14%) Check_MK
2 5 (1.14%) Kibana
3 3 (0.68%) Oracle EDQ
4 2 (0.46%) SCCM
5 1 (0.23%) CFEngine
5 1 (0.23%) Data Guard
5 1 (0.23%) Microsoft Data Protection Manager
5 1 (0.23%) Oozie
5 1 (0.23%) Opscode Chef
5 1 (0.23%) Oracle Enterprise Manager
5 1 (0.23%) Oracle RMAN
5 1 (0.23%) Tivoli Storage Manager
5 1 (0.23%) ZABBIX
Vendors
1 99 (22.55%) Oracle
2 61 (13.90%) Microsoft
3 44 (10.02%) Tableau
4 42 (9.57%) SAP
5 29 (6.61%) Informatica
6 24 (5.47%) Cognos
7 20 (4.56%) Siebel
8 16 (3.64%) Alteryx
9 15 (3.42%) MicroStrategy
10 14 (3.19%) Cloudera
11 12 (2.73%) Hortonworks
11 12 (2.73%) Talend
11 12 (2.73%) Teradata
12 11 (2.51%) MapR
13 9 (2.05%) VMware
14 8 (1.82%) HP
14 8 (1.82%) IBM
15 6 (1.37%) Axway
15 6 (1.37%) Genesys
15 6 (1.37%) Red Hat
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