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 25 February 2017 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
25 Feb 2017
Same period 2016 Same period 2015
Data Mining
UK / England
Rank 478 432 473
Rank change year-on-year
-46 +41
Contract jobs citing Data Mining 96 181 122
As % of all contract IT jobs located in England 0.23% 0.38% 0.26%
As % of the Database & Business Intelligence category 1.04% 1.69% 1.15%
Number of daily rates quoted 66 122 87
Median daily rate £450 £395 £450
Median daily rate % change year-on-year
+13.92% -12.22%
90% offered a daily rate of more than £275 £275 £283
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £325 £373 £338
% change year-on-year
-12.75% +10.37%
Number of hourly rates quoted 1 10 4
Median hourly rate £21.00 £15.50 £30.75
Median hourly rate % change year-on-year
+35.48% -49.59%
UK excluding London median hourly rate £21.00 £15.00 £25.00
% change year-on-year
+40.00% -40.00%

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
9256 10693 10580
As % of all contract IT jobs located in England 22.42% 22.43% 22.20%
Number of daily rates quoted 6330 7294 6919
Median daily rate £450 £425 £400
Median daily rate % change year-on-year
+5.88% +6.25%
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £375 £375
% change year-on-year
+6.66% -
Number of hourly rates quoted 114 177 159
Median hourly rate £36.25 £35.00 £32.10
Median hourly rate % change year-on-year
+3.57% +9.03%
90% offered a hourly rate of more than £12.00 £14.00 £16.13
10% offered a hourly rate of more than £43.15 £60.62 £51.25
UK excluding London median hourly rate £35.00 £32.50 £32.50
% change year-on-year
+7.69% -

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 25 February 2017.

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 25 February 2017. 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 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 -1 64 £450 -10.00% 25
North West +29 11 £331 -17.18% 3
West Midlands +4 5 £325 +4.00% 1
South East -13 5 £330 +10.00% 5
East of England -10 3 £450 +16.12% 9
North East -14 3 - -
Yorkshire +1 2 £403 +15.00% 6
South West +1 2 - -
East Midlands - 1 £350 - 3
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 25 February 2017, 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.

1 145 (60.42%) SQL
2 77 (32.08%) Business Intelligence
3 75 (31.25%) Analytics
4 65 (27.08%) Analytical Skills
5 63 (26.25%) Finance
6 57 (23.75%) Data Warehouse
6 57 (23.75%) R
7 55 (22.92%) Python
8 52 (21.67%) Data Modelling
8 52 (21.67%) Tableau
9 51 (21.25%) MS Excel
9 51 (21.25%) Data Analysis
10 50 (20.83%) Big Data
11 49 (20.42%) Visualisation
11 49 (20.42%) SQL Server
12 47 (19.58%) Microsoft
12 47 (19.58%) Agile Software Development
13 46 (19.17%) ETL
13 46 (19.17%) Machine Learning
14 44 (18.33%) Statistics
15 42 (17.50%) Oracle
16 41 (17.08%) Hadoop
17 40 (16.67%) Java
18 35 (14.58%) Data Visualisation
19 33 (13.75%) Degree
20 30 (12.50%) Algorithms
21 28 (11.67%) Computer Science
21 28 (11.67%) Apache Hive
21 28 (11.67%) SAS
21 28 (11.67%) SPSS

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 28 (11.67%) SAS
2 21 (8.75%) Apache Pig
2 21 (8.75%) Apache Spark
3 7 (2.92%) Oracle SOA Suite
4 6 (2.50%) Apache Solr
5 5 (2.08%) SharePoint
6 4 (1.67%) Apache
7 3 (1.25%) JBoss
8 2 (0.83%) BizTalk Server
8 2 (0.83%) CMS
9 1 (0.42%) Confluence
9 1 (0.42%) Elasticsearch
9 1 (0.42%) OpenStack
9 1 (0.42%) SharePoint 2010
9 1 (0.42%) SharePoint 2013
Applications
1 51 (21.25%) MS Excel
2 28 (11.67%) SPSS
3 17 (7.08%) MS Office
4 11 (4.58%) MS Project
5 10 (4.17%) MS PowerPoint
5 10 (4.17%) MS Visio
6 8 (3.33%) Weka
7 4 (1.67%) Spreadsheet
8 2 (0.83%) SPSS Modeler
8 2 (0.83%) Stata
Business Applications
1 5 (2.08%) FastStats
1 5 (2.08%) SAP Oil and Gas
2 4 (1.67%) Dynamics CRM
3 3 (1.25%) HFM
4 2 (0.83%) Eloqua
4 2 (0.83%) SAP GRC
5 1 (0.42%) Dynamics AX
5 1 (0.42%) Loan IQ
5 1 (0.42%) RMDS
Cloud Services
1 17 (7.08%) Amazon AWS
2 12 (5.00%) Microsoft Azure
2 12 (5.00%) PaaS
3 9 (3.75%) IaaS
4 6 (2.50%) Google Cloud Platform
5 5 (2.08%) IBM Cloud
5 5 (2.08%) SaaS
6 3 (1.25%) Amazon EC2
6 3 (1.25%) Azure Active Directory
7 2 (0.83%) Amazon S3
7 2 (0.83%) Cloud Computing
7 2 (0.83%) GitHub
7 2 (0.83%) Google Analytics
8 1 (0.42%) Adobe Analytics
8 1 (0.42%) Amazon EMR
8 1 (0.42%) Flurry Analytics
8 1 (0.42%) Force.com
8 1 (0.42%) SmartFocus
Communications & Networking
1 9 (3.75%) DKIM
1 9 (3.75%) DMARC
1 9 (3.75%) Internet
1 9 (3.75%) SMTP
2 2 (0.83%) IMAP
2 2 (0.83%) SSH
2 2 (0.83%) TCP/IP
3 1 (0.42%) Broadband
3 1 (0.42%) FTP
3 1 (0.42%) Network Security
3 1 (0.42%) SMS
Database & Business Intelligence
1 57 (23.75%) Data Warehouse
2 50 (20.83%) Big Data
3 49 (20.42%) SQL Server
4 41 (17.08%) Hadoop
5 28 (11.67%) Apache Hive
6 26 (10.83%) SQL Server Reporting Services
7 24 (10.00%) NoSQL
7 24 (10.00%) SQL Server Integration Services
8 21 (8.75%) BusinessObjects
9 20 (8.33%) Apache Cassandra
9 20 (8.33%) QlikView
10 18 (7.50%) MongoDB
10 18 (7.50%) Relational Database
11 14 (5.83%) Power BI
12 13 (5.42%) HBase
12 13 (5.42%) SQL Server Analysis Services
13 12 (5.00%) MS Access
14 11 (4.58%) OLAP
15 10 (4.17%) Oracle Database
16 8 (3.33%) Text Mining
Development Applications
1 7 (2.92%) Talend Open Studio
2 5 (2.08%) Visual Studio
3 4 (1.67%) ERwin
3 4 (1.67%) SQL Server Management Studio (SSMS)
4 2 (0.83%) JIRA
4 2 (0.83%) Team Foundation Server
5 1 (0.42%) Eclipse
5 1 (0.42%) Git (software)
5 1 (0.42%) Jenkins
General
1 63 (26.25%) Finance
2 27 (11.25%) Marketing
3 23 (9.58%) Banking
4 14 (5.83%) Retail
4 14 (5.83%) Telecoms
5 8 (3.33%) Advertising
6 7 (2.92%) Manufacturing
7 5 (2.08%) Electronics
7 5 (2.08%) Legal
8 2 (0.83%) French Language
8 2 (0.83%) Front Office
8 2 (0.83%) Games
8 2 (0.83%) Investment Banking
8 2 (0.83%) Pharmaceutical
8 2 (0.83%) Retail Banking
8 2 (0.83%) Spanish Language
9 1 (0.42%) General Ledger
9 1 (0.42%) Law
9 1 (0.42%) Local Government
9 1 (0.42%) Multimedia
Job Titles
1 74 (30.83%) Analyst
2 47 (19.58%) Developer
3 39 (16.25%) Data Analyst
4 37 (15.42%) Data Scientist
5 25 (10.42%) Architect
6 17 (7.08%) SQL Analyst
7 14 (5.83%) Data Architect
8 13 (5.42%) Business Analyst
8 13 (5.42%) SQL Developer
9 12 (5.00%) Insight Analyst
10 11 (4.58%) SQL Data Analyst
11 10 (4.17%) Business Intelligence Manager
11 10 (4.17%) DBA
12 9 (3.75%) Consultant
12 9 (3.75%) Customer Analyst
12 9 (3.75%) Customer Insight Analyst
12 9 (3.75%) Excel Analyst
12 9 (3.75%) Technical Analyst
13 7 (2.92%) SQL Server Developer
13 7 (2.92%) SSIS Developer
Libraries, Frameworks & Software Standards
1 13 (5.42%) .NET
2 12 (5.00%) XML
3 11 (4.58%) Natural Language Processing
4 10 (4.17%) scikit-learn
5 9 (3.75%) Kafka
6 7 (2.92%) JSON
6 7 (2.92%) NumPy
7 6 (2.50%) D3.js
7 6 (2.50%) HTML
7 6 (2.50%) Web Services
8 5 (2.08%) Keras
8 5 (2.08%) Lucene
8 5 (2.08%) Pandas
8 5 (2.08%) Theano
8 5 (2.08%) Torch
9 4 (1.67%) CSS
9 4 (1.67%) XGBoost
10 3 (1.25%) JMS
10 3 (1.25%) SOAP
10 3 (1.25%) Spring
Miscellaneous
1 65 (27.08%) Analytical Skills
2 30 (12.50%) Algorithms
3 28 (11.67%) Computer Science
4 11 (4.58%) Management Information System
5 8 (3.33%) Data Structures
6 6 (2.50%) Clustering
6 6 (2.50%) Derivative
6 6 (2.50%) NHS
7 5 (2.08%) Credit Risk
7 5 (2.08%) Replication
8 4 (1.67%) Fintech
8 4 (1.67%) Foreign Exchange (FX)
8 4 (1.67%) Online Banking
9 3 (1.25%) Fixed Income
9 3 (1.25%) Social Media
10 2 (0.83%) Digital Media
10 2 (0.83%) Learning Management System
10 2 (0.83%) Linked Data
10 2 (0.83%) Mobile App
10 2 (0.83%) Tandem
Operating Systems
1 11 (4.58%) Linux
2 6 (2.50%) Red Hat Enterprise Linux
3 4 (1.67%) Unix
3 4 (1.67%) Windows
4 3 (1.25%) Android
4 3 (1.25%) Apple iOS
4 3 (1.25%) CentOS
5 1 (0.42%) AIX
5 1 (0.42%) HPUX
5 1 (0.42%) Windows Server 2012
Processes & Methodologies
1 77 (32.08%) Business Intelligence
2 75 (31.25%) Analytics
3 52 (21.67%) Data Modelling
4 51 (21.25%) Data Analysis
5 49 (20.42%) Visualisation
6 47 (19.58%) Agile Software Development
7 46 (19.17%) ETL
7 46 (19.17%) Machine Learning
8 44 (18.33%) Statistics
9 35 (14.58%) Data Visualisation
10 28 (11.67%) Project Management
11 27 (11.25%) Data Management
11 27 (11.25%) Mathematics
12 22 (9.17%) Statistical Analysis
13 21 (8.75%) Stakeholder Management
14 20 (8.33%) CRM
14 20 (8.33%) Migration
15 18 (7.50%) Kalman Filter
16 17 (7.08%) Data Integration
16 17 (7.08%) Scrum
Programming Languages
1 145 (60.42%) SQL
2 57 (23.75%) R
3 55 (22.92%) Python
4 40 (16.67%) Java
5 16 (6.67%) VBA
6 15 (6.25%) MATLAB
7 13 (5.42%) JavaScript
7 13 (5.42%) Scala
8 11 (4.58%) PL/SQL
9 10 (4.17%) C++
10 9 (3.75%) C#
10 9 (3.75%) T-SQL
11 5 (2.08%) Perl
11 5 (2.08%) VB
12 4 (1.67%) Bash Shell
13 3 (1.25%) Korn
13 3 (1.25%) PHP
13 3 (1.25%) PowerShell
13 3 (1.25%) Shell Script
14 2 (0.83%) C
Qualifications
1 33 (13.75%) Degree
2 19 (7.92%) Security Cleared
3 16 (6.67%) SC Cleared
4 13 (5.42%) PhD
5 9 (3.75%) PMP
6 3 (1.25%) PMI Certification
7 2 (0.83%) CCA
7 2 (0.83%) CEH
7 2 (0.83%) CISA
7 2 (0.83%) CISSP
7 2 (0.83%) DV Cleared
7 2 (0.83%) Postgraduate
7 2 (0.83%) PRINCE2 Practitioner
7 2 (0.83%) SANS
8 1 (0.42%) ACCA
8 1 (0.42%) CBAP
8 1 (0.42%) CIMA
8 1 (0.42%) ISEB
8 1 (0.42%) OCP
8 1 (0.42%) Oracle Certification
Quality Assurance & Compliance
1 20 (8.33%) Data Quality
2 8 (3.33%) HMG Security Policy Framework
3 5 (2.08%) PMO
4 4 (1.67%) QA
5 3 (1.25%) MiFID
6 2 (0.83%) COBIT
6 2 (0.83%) IFRS
6 2 (0.83%) IFRS 9
6 2 (0.83%) Sarbanes-Oxley
7 1 (0.42%) Actionable Recommendations
System Software
1 3 (1.25%) Active Directory
2 2 (0.83%) Apache Flume
2 2 (0.83%) HDFS
2 2 (0.83%) Virtual Machines
Systems Management
1 5 (2.08%) Kibana
2 3 (1.25%) Data Guard
2 3 (1.25%) Hadoop YARN
2 3 (1.25%) Oracle RMAN
3 2 (0.83%) EnCase
3 2 (0.83%) Oozie
4 1 (0.42%) Ansible
4 1 (0.42%) HP Quality Center
4 1 (0.42%) Opscode Chef
4 1 (0.42%) Oracle Enterprise Manager
4 1 (0.42%) Puppet
4 1 (0.42%) SCCM
Vendors
1 52 (21.67%) Tableau
2 47 (19.58%) Microsoft
3 42 (17.50%) Oracle
4 16 (6.67%) SAP
5 14 (5.83%) IBM
6 12 (5.00%) Teradata
7 9 (3.75%) Cognos
7 9 (3.75%) Informatica
7 9 (3.75%) Salesforce.com
8 7 (2.92%) Alteryx
8 7 (2.92%) Google
8 7 (2.92%) Talend
9 6 (2.50%) Mapinfo
10 5 (2.08%) Alterian
11 4 (1.67%) MicroStrategy
12 3 (1.25%) DataFlux
12 3 (1.25%) Hyperion
12 3 (1.25%) Netezza
12 3 (1.25%) Red Hat
13 2 (0.83%) Atlassian
Havant, Hampshire
Sopra Steria Recruitment
Rate: From £450 to £500 per day
Posted: Yesterday
Leeds, West Yorkshire
Michael Bailey Associates
Rate: market rate
Posted: 3 days ago
City, London
Talent International
Rate: £550 - £700 per day
Posted: 4 days ago
Stevenage, Hertfordshire
Parallel Consulting
Rate: £375 - £425 per day
Posted: Yesterday
Liverpool, Merseyside
Parallel Consulting
Rate: £325 - £375 per annum
Posted: Yesterday