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 28 September 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
28 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 404 447 417
Rank change year-on-year
+43 -30
Contract jobs citing Data Mining 226 199 205
As % of all contract IT jobs located in England 0.46% 0.38% 0.39%
As % of the Database & Business Intelligence category 2.00% 1.63% 1.84%
Number of daily rates quoted 154 131 139
Median daily rate £375 £444 £425
Median daily rate % change year-on-year
-15.44% +4.35%
90% offered a daily rate of more than £250 £200 £300
10% offered a daily rate of more than £600 £630 £575
UK excluding London median daily rate £375 £363 £400
% change year-on-year
+3.44% -9.37%
Number of hourly rates quoted 2 1 1
Median hourly rate £24.00 £36.50 £32.00
Median hourly rate % change year-on-year
-34.24% +14.06%
UK excluding London median hourly rate £20.50 - £32.00
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
11302 12210 11114
As % of all contract IT jobs located in England 22.76% 23.11% 21.38%
Number of daily rates quoted 7558 8156 7138
Median daily rate £425 £420 £400
Median daily rate % change year-on-year
+1.19% +5.00%
90% offered a daily rate of more than £300 £300 £273
10% offered a daily rate of more than £575 £575 £550
UK excluding London median daily rate £379 £375 £350
% change year-on-year
+1.00% +7.14%
Number of hourly rates quoted 164 187 174
Median hourly rate £39.20 £33.55 £25.00
Median hourly rate % change year-on-year
+16.84% +34.20%
90% offered a hourly rate of more than £13.18 £12.68 £13.00
10% offered a hourly rate of more than £48.00 £45.00 £50.00
UK excluding London median hourly rate £36.32 £33.55 £22.50
% change year-on-year
+8.25% +49.11%

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 28 September 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 28 September 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 -10 119 £388 -15.76% 37
South East +26 43 £388 +38.39% 10
North West +19 20 £400 -11.11% 12
West Midlands -9 17 £363 -25.64% 5
North East -12 9 £320 +18.51% 2
East of England +2 8 £438 -45.31% 2
Yorkshire +8 6 £350 -6.66% 6
South West +8 4 £250 -15.25% 7
East Midlands -2 3 £325 -29.72% 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 28 September 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.

1 233 (51.89%) SQL
2 103 (22.94%) Finance
2 103 (22.94%) Analytical Skills
3 102 (22.72%) Agile Software Development
4 89 (19.82%) Analytics
5 85 (18.93%) Business Intelligence
6 79 (17.59%) Project Management
6 79 (17.59%) Degree
7 75 (16.70%) Data Analysis
7 75 (16.70%) Data Modelling
8 72 (16.04%) Java
9 70 (15.59%) Microsoft
10 67 (14.92%) Python
11 65 (14.48%) R
12 61 (13.59%) SQL Server
13 59 (13.14%) MS Excel
13 59 (13.14%) Banking
14 57 (12.69%) Oracle
15 56 (12.47%) Big Data
16 55 (12.25%) Data Warehouse
17 54 (12.03%) Migration
18 53 (11.80%) Tableau
19 52 (11.58%) Hadoop
20 50 (11.14%) Machine Learning
20 50 (11.14%) SAS
20 50 (11.14%) Business Analysis
21 48 (10.69%) ETL
22 43 (9.58%) Marketing
23 41 (9.13%) Computer Science
24 39 (8.69%) E-Commerce

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 50 (11.14%) SAS
2 18 (4.01%) Apache Spark
3 17 (3.79%) Apache Pig
4 12 (2.67%) Confluence
5 11 (2.45%) Apache
6 9 (2.00%) SharePoint
7 8 (1.78%) CMS
7 8 (1.78%) Tomcat
8 6 (1.34%) BizTalk Server
9 4 (0.89%) ArcGIS
10 3 (0.67%) Elasticsearch
11 2 (0.45%) Drupal
11 2 (0.45%) Oracle Spatial
12 1 (0.22%) Apache Solr
12 1 (0.22%) Cloud Foundry
12 1 (0.22%) Facebook Platform
12 1 (0.22%) Jetty
12 1 (0.22%) nginx
12 1 (0.22%) WebLogic
Applications
1 59 (13.14%) MS Excel
2 29 (6.46%) SPSS
3 21 (4.68%) MS Office
4 11 (2.45%) MS PowerPoint
5 10 (2.23%) Stata
6 6 (1.34%) Spreadsheet
7 5 (1.11%) MS Project
8 2 (0.45%) MS Visio
9 1 (0.22%) Photoshop
Business Applications
1 5 (1.11%) SAP Oil and Gas
2 3 (0.67%) BusinessWorks
2 3 (0.67%) SAP ERP
3 2 (0.45%) Dynamics CRM
3 2 (0.45%) HFM
3 2 (0.45%) SAP BPC
3 2 (0.45%) SAP GRC
4 1 (0.22%) ENOVIA
4 1 (0.22%) Investran
4 1 (0.22%) Oracle AML
4 1 (0.22%) Oracle Assets
4 1 (0.22%) Oracle EBS R12
4 1 (0.22%) Oracle Receivables
4 1 (0.22%) Radian6
4 1 (0.22%) SAP CO
4 1 (0.22%) SAP FI
4 1 (0.22%) SAP MII
4 1 (0.22%) SAP PM
4 1 (0.22%) SAP R/3
4 1 (0.22%) WebTrends
Cloud Services
1 11 (2.45%) Amazon AWS
2 4 (0.89%) IaaS
3 3 (0.67%) Amazon CloudWatch
3 3 (0.67%) Amazon EMR
3 3 (0.67%) AWS CloudFormation
3 3 (0.67%) Cloud Computing
3 3 (0.67%) Google Analytics
3 3 (0.67%) Microsoft Azure
3 3 (0.67%) SaaS
4 2 (0.45%) Google Cloud Platform
4 2 (0.45%) IBM Cloud
5 1 (0.22%) AdWords
5 1 (0.22%) GitHub
5 1 (0.22%) Office 365
5 1 (0.22%) Responsys
Communications & Networking
1 21 (4.68%) LAN
2 13 (2.90%) SMS
2 13 (2.90%) WAN
3 5 (1.11%) TCP/IP
4 4 (0.89%) Firewall
4 4 (0.89%) VoIP
5 3 (0.67%) Internet
5 3 (0.67%) Intrusion Detection
5 3 (0.67%) SAN
5 3 (0.67%) VPN
5 3 (0.67%) WAAS
5 3 (0.67%) Wireless
6 2 (0.45%) BGP
6 2 (0.45%) EIGRP
6 2 (0.45%) IMAP
6 2 (0.45%) Multicast
6 2 (0.45%) Network Security
6 2 (0.45%) SSH
7 1 (0.22%) 3G
7 1 (0.22%) UTRAN
Database & Business Intelligence
1 61 (13.59%) SQL Server
2 56 (12.47%) Big Data
3 55 (12.25%) Data Warehouse
4 52 (11.58%) Hadoop
5 30 (6.68%) Apache Hive
6 29 (6.46%) SQL Server Reporting Services
7 27 (6.01%) BusinessObjects
7 27 (6.01%) SQL Server Integration Services
8 26 (5.79%) Relational Database
9 22 (4.90%) SQL Server Analysis Services
10 19 (4.23%) HBase
11 18 (4.01%) GIS
12 15 (3.34%) Oracle Database
12 15 (3.34%) QlikView
13 14 (3.12%) MongoDB
14 13 (2.90%) MySQL
14 13 (2.90%) Text Mining
15 12 (2.67%) Power BI
16 10 (2.23%) NoSQL
16 10 (2.23%) Oracle Reports
Development Applications
1 16 (3.56%) Talend Open Studio
2 12 (2.67%) Visual Studio
3 10 (2.23%) JIRA
3 10 (2.23%) TeamCity
4 9 (2.00%) JUnit
5 8 (1.78%) Git (software)
6 7 (1.56%) HP UFT
7 6 (1.34%) Jenkins
8 5 (1.11%) SonarQube
9 3 (0.67%) Ant
9 3 (0.67%) Eclipse
9 3 (0.67%) Maven
9 3 (0.67%) Subversion
9 3 (0.67%) Team Foundation Server
10 2 (0.45%) GoCD
10 2 (0.45%) SQL Server Management Studio (SSMS)
11 1 (0.22%) eggPlant
11 1 (0.22%) MSTest
11 1 (0.22%) Sahi
11 1 (0.22%) Zephyr
General
1 103 (22.94%) Finance
2 59 (13.14%) Banking
3 43 (9.58%) Marketing
4 21 (4.68%) Investment Banking
5 18 (4.01%) Retail
6 11 (2.45%) Back Office
6 11 (2.45%) Front Office
7 9 (2.00%) Advertising
8 8 (1.78%) Manufacturing
8 8 (1.78%) Telecoms
9 5 (1.11%) Publishing
10 4 (0.89%) Electronics
10 4 (0.89%) Financial Institution
10 4 (0.89%) Legal
11 3 (0.67%) Pharmaceutical
12 2 (0.45%) Local Government
12 2 (0.45%) Retail Banking
13 1 (0.22%) French Language
13 1 (0.22%) German Language
13 1 (0.22%) Wholesale Banking
Job Titles
1 138 (30.73%) Analyst
2 73 (16.26%) Developer
3 61 (13.59%) Data Analyst
4 47 (10.47%) Architect
5 39 (8.69%) Business Analyst
5 39 (8.69%) Data Scientist
6 27 (6.01%) Project Manager
7 21 (4.68%) Data Architect
8 20 (4.45%) Consultant
9 18 (4.01%) Business Manager
9 18 (4.01%) Java Developer
9 18 (4.01%) Senior Developer
10 16 (3.56%) Agile Developer
10 16 (3.56%) Senior Agile Developer
11 15 (3.34%) Business Project Manager
12 14 (3.12%) Data Engineer
12 14 (3.12%) SQL Developer
13 12 (2.67%) SQL Analyst
14 11 (2.45%) Agile Java Developer
14 11 (2.45%) Senior Agile Java Developer
Libraries, Frameworks & Software Standards
1 37 (8.24%) HTML
2 36 (8.02%) XML
3 26 (5.79%) .NET
3 26 (5.79%) Web Services
4 20 (4.45%) Spring
5 19 (4.23%) CSS
6 16 (3.56%) Middleware
7 15 (3.34%) Hibernate
7 15 (3.34%) Natural Language Processing
8 13 (2.90%) HTML5
9 11 (2.45%) J2SE
10 10 (2.23%) XSLT
11 9 (2.00%) jQuery
12 8 (1.78%) .NET Framework
13 7 (1.56%) JSP
13 7 (1.56%) SOAP
14 6 (1.34%) RESTful
14 6 (1.34%) Ruby on Rails
15 5 (1.11%) Entity Framework
15 5 (1.11%) REST
Miscellaneous
1 103 (22.94%) Analytical Skills
2 41 (9.13%) Computer Science
3 36 (8.02%) Statistics
4 27 (6.01%) Visualisation
5 21 (4.68%) Algorithms
5 21 (4.68%) Data Centre
5 21 (4.68%) Mathematics
6 20 (4.45%) Economics
7 18 (4.01%) Management Information System
7 18 (4.01%) Virtual Team
8 17 (3.79%) Data Extraction
9 13 (2.90%) Clustering
10 12 (2.67%) Data Integration
11 10 (2.23%) Data Structures
12 9 (2.00%) Fixed Income
13 8 (1.78%) Credit Risk
14 7 (1.56%) User Experience
15 6 (1.34%) Neural Network
15 6 (1.34%) Performance Metrics
15 6 (1.34%) Physics
Operating Systems
1 21 (4.68%) Linux
2 17 (3.79%) Windows
3 14 (3.12%) Unix
4 2 (0.45%) Red Hat Enterprise Linux
4 2 (0.45%) Windows Server 2003
4 2 (0.45%) Windows Server 2008
4 2 (0.45%) zOS
5 1 (0.22%) Android
5 1 (0.22%) Apple iOS
5 1 (0.22%) Windows 10
5 1 (0.22%) Windows Server
5 1 (0.22%) Windows Server 2012
Processes & Methodologies
1 102 (22.72%) Agile Software Development
2 89 (19.82%) Analytics
3 85 (18.93%) Business Intelligence
4 79 (17.59%) Project Management
5 75 (16.70%) Data Analysis
5 75 (16.70%) Data Modelling
6 54 (12.03%) Migration
7 50 (11.14%) Business Analysis
7 50 (11.14%) Machine Learning
8 48 (10.69%) ETL
9 39 (8.69%) E-Commerce
9 39 (8.69%) Open Source
10 34 (7.57%) CRM
10 34 (7.57%) Data Analytics
10 34 (7.57%) Stakeholder Management
11 32 (7.13%) Data Architecture
11 32 (7.13%) Data Management
11 32 (7.13%) Software Engineering
12 30 (6.68%) Data Migration
12 30 (6.68%) Validation
Programming Languages
1 233 (51.89%) SQL
2 72 (16.04%) Java
3 67 (14.92%) Python
4 65 (14.48%) R
5 30 (6.68%) C++
5 30 (6.68%) T-SQL
6 29 (6.46%) JavaScript
7 24 (5.35%) MATLAB
8 21 (4.68%) PL/SQL
9 19 (4.23%) PHP
10 17 (3.79%) C#
10 17 (3.79%) VBA
11 16 (3.56%) Shell Script
12 11 (2.45%) Perl
13 10 (2.23%) Ruby
14 9 (2.00%) PowerShell
14 9 (2.00%) Scala
15 6 (1.34%) C
16 4 (0.89%) VB
17 3 (0.67%) SPARQL
Qualifications
1 79 (17.59%) Degree
2 32 (7.13%) Security Cleared
3 29 (6.46%) SC Cleared
4 18 (4.01%) PhD
5 10 (2.23%) PRINCE2 Certification
6 9 (2.00%) DV Cleared
6 9 (2.00%) ITIL Certification
7 8 (1.78%) BICSI Certification
7 8 (1.78%) BICSI RCDD
8 5 (1.11%) CISSP
8 5 (1.11%) SANS
9 4 (0.89%) PMI Certification
10 3 (0.67%) BPSS Clearance
10 3 (0.67%) CISA
10 3 (0.67%) Microsoft Certification
10 3 (0.67%) PMP
10 3 (0.67%) SSCP
11 2 (0.45%) CCA
11 2 (0.45%) CCNP
11 2 (0.45%) Cisco Certification
Quality Assurance & Compliance
1 36 (8.02%) Data Quality
2 21 (4.68%) QA
3 5 (1.11%) Solvency II
4 4 (0.89%) Sarbanes-Oxley
5 3 (0.67%) ISO/IEC 27001
5 3 (0.67%) JSP 440
6 2 (0.45%) 21 CFR Part 11
6 2 (0.45%) Basel II
6 2 (0.45%) Basel III
6 2 (0.45%) COBIT
6 2 (0.45%) COREP
6 2 (0.45%) CRD IV
6 2 (0.45%) GxP
6 2 (0.45%) ISO 9001
6 2 (0.45%) SLA
7 1 (0.22%) Disclosure Scotland
7 1 (0.22%) MiFID
System Software
1 12 (2.67%) Active Directory
2 5 (1.11%) Apache Flume
3 3 (0.67%) HDFS
4 2 (0.45%) Hyper-V
4 2 (0.45%) Virtual Machines
5 1 (0.22%) Apache ZooKeeper
5 1 (0.22%) Ceph
5 1 (0.22%) Docker
Systems Management
1 6 (1.34%) Ansible
1 6 (1.34%) Opscode Chef
2 5 (1.11%) Oozie
3 4 (0.89%) Data Guard
3 4 (0.89%) Kibana
3 4 (0.89%) Puppet
4 3 (0.67%) logstash
4 3 (0.67%) Oracle RMAN
4 3 (0.67%) QRadar
4 3 (0.67%) RSA enVision
5 2 (0.45%) EnCase
5 2 (0.45%) Failover Clustering
5 2 (0.45%) Microsoft Data Protection Manager
5 2 (0.45%) Nagios
5 2 (0.45%) ZABBIX
6 1 (0.22%) Check_MK
6 1 (0.22%) Mesos
Vendors
1 70 (15.59%) Microsoft
2 57 (12.69%) Oracle
3 53 (11.80%) Tableau
4 36 (8.02%) SAP
5 22 (4.90%) HP
5 22 (4.90%) Teradata
6 18 (4.01%) Salesforce.com
7 16 (3.56%) Talend
8 13 (2.90%) Salesforce Marketing Cloud
9 12 (2.67%) Informatica
10 10 (2.23%) Vertica
11 9 (2.00%) IBM
11 9 (2.00%) Mapinfo
12 7 (1.56%) Splunk
13 5 (1.11%) Atlassian
13 5 (1.11%) Cognos
14 4 (0.89%) DataFlux
14 4 (0.89%) Escenic
14 4 (0.89%) Google
14 4 (0.89%) Trillium
London
Lorien Resourcing
Posted: 9 hours ago
Telford, Shropshire
ReThink Recruitment
Rate: £250.00 - £251 per day
Posted: 5 hours ago
Havant, Hampshire
Sopra Steria Recruitment
Rate: Unspecified Competitive
Posted: Yesterday
Liverpool
Vivid Resourcing
Rate: £525 - £625 per day
Posted: 2 days ago
Fleet, Hampshire
Icore Tech
Rate: £350 - £450 per day
Posted: 2 days ago
London
TEKsystems
Rate: £500 - £600 per day
Posted: 5 days ago
London
Logic Engagements Ltd
Rate: £450 - £600 per day
Posted: 2 days ago
Liverpool
Computer Futures
Rate: £500 - £600 per day + doe
Posted: 7 days ago
West Midlands
Lawrence Harvey
Posted: 7 days ago
London
Hydrogen Group
Rate: £400 - £450 per day
Posted: 2 days ago
London
Digitech Resourcing Ltd
Rate: From £500 to £550 per annum
Posted: 6 days ago
South West London
People Source Consulting
Rate: £280 - £330 per annum
Posted: 15 days ago
Surrey
Volt
Rate: £450 - £650 per day
Posted: 7 days ago