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 4 December 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
4 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 462 476 489
Rank change year-on-year
+14 +13
Contract jobs citing Data Mining 146 141 130
As % of all contract IT jobs located in England 0.32% 0.28% 0.25%
As % of the Database & Business Intelligence category 1.43% 1.21% 1.17%
Number of daily rates quoted 95 85 88
Median daily rate £450 £450 £400
Median daily rate % change year-on-year
- +12.50%
90% offered a daily rate of more than £217 £270 £250
10% offered a daily rate of more than £550 £615 £550
UK excluding London median daily rate £400 £341 £400
% change year-on-year
+17.30% -14.75%
Number of hourly rates quoted 3 6 2
Median hourly rate £18.38 £19.50 £36.50
Median hourly rate % change year-on-year
-5.76% -46.57%
90% offered a hourly rate of more than £16.47 £19.50 £35.70
10% offered a hourly rate of more than £23.99 £19.50 £37.30
UK excluding London median hourly rate £18.38 £19.50 £36.50
% change year-on-year
-5.76% -46.57%
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
10236 11693 11071
As % of all contract IT jobs located in England 22.38% 23.08% 21.06%
Number of daily rates quoted 6842 7887 7428
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 £313 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 131 177 180
Median hourly rate £35.00 £22.75 £30.00
Median hourly rate % change year-on-year
+53.84% -24.16%
90% offered a hourly rate of more than £13.20 £12.00 £13.00
10% offered a hourly rate of more than £45.00 £43.50 £50.00
UK excluding London median hourly rate £38.00 £25.44 £31.00
% change year-on-year
+49.37% -17.93%

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 4 December 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 4 December 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 +8 85 £450 -10.00% 26
South East +18 19 £370 +34.54% 5
North West +14 15 £401 -17.69% 11
West Midlands -4 9 £500 +66.66% 4
Yorkshire +14 6 £313 -13.79% 3
South West +7 5 £215 -51.13% 2
East of England +3 5 £550 +4.66% 4
North East -29 1 - - 1
East Midlands - 1 - - 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 4 December 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.

1 177 (63.67%) SQL
2 83 (29.86%) Business Intelligence
3 76 (27.34%) Analytical Skills
4 70 (25.18%) Analytics
5 69 (24.82%) Data Analysis
6 63 (22.66%) Agile Software Development
7 59 (21.22%) Finance
7 59 (21.22%) Data Modelling
8 58 (20.86%) MS Excel
8 58 (20.86%) SQL Server
9 57 (20.50%) Tableau
10 56 (20.14%) Data Warehouse
11 55 (19.78%) Microsoft
12 51 (18.35%) Python
13 49 (17.63%) Hadoop
14 48 (17.27%) Visualisation
15 47 (16.91%) R
16 46 (16.55%) ETL
17 44 (15.83%) Oracle
17 44 (15.83%) Degree
18 42 (15.11%) Project Management
19 40 (14.39%) Machine Learning
20 39 (14.03%) Big Data
20 39 (14.03%) Marketing
21 38 (13.67%) Statistics
22 36 (12.95%) Java
23 33 (11.87%) Data Visualisation
24 32 (11.51%) BusinessObjects
25 31 (11.15%) SAS
25 31 (11.15%) Data Architecture

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 31 (11.15%) SAS
2 18 (6.47%) Apache Pig
3 14 (5.04%) Apache Spark
4 8 (2.88%) Oracle SOA Suite
5 7 (2.52%) SharePoint
6 4 (1.44%) CMS
7 3 (1.08%) Apache
7 3 (1.08%) BizTalk Server
7 3 (1.08%) Confluence
8 2 (0.72%) Apache Solr
8 2 (0.72%) Drupal
8 2 (0.72%) Elasticsearch
8 2 (0.72%) Tomcat
9 1 (0.36%) SharePoint 2010
9 1 (0.36%) SharePoint 2013
Applications
1 58 (20.86%) MS Excel
2 29 (10.43%) SPSS
3 22 (7.91%) MS Office
4 13 (4.68%) MS PowerPoint
4 13 (4.68%) MS Project
5 8 (2.88%) MS Visio
6 5 (1.80%) Spreadsheet
6 5 (1.80%) Weka
7 1 (0.36%) Photoshop
7 1 (0.36%) Stata
Business Applications
1 8 (2.88%) SAP Oil and Gas
2 3 (1.08%) Dynamics CRM
3 2 (0.72%) FastStats
3 2 (0.72%) HFM
3 2 (0.72%) SAP BPC
3 2 (0.72%) SAP GRC
4 1 (0.36%) BusinessWorks
4 1 (0.36%) Dynamics AX
4 1 (0.36%) Investran
4 1 (0.36%) SAP ERP
4 1 (0.36%) SAP MDM
4 1 (0.36%) SAP PM
Cloud Services
1 15 (5.40%) Amazon AWS
2 9 (3.24%) IaaS
2 9 (3.24%) PaaS
3 8 (2.88%) Microsoft Azure
4 6 (2.16%) IBM Cloud
4 6 (2.16%) SaaS
5 5 (1.80%) Google Cloud Platform
6 3 (1.08%) Amazon CloudWatch
6 3 (1.08%) AWS CloudFormation
7 2 (0.72%) Amazon EMR
7 2 (0.72%) Cloud Computing
7 2 (0.72%) GitHub
7 2 (0.72%) Google Analytics
8 1 (0.36%) Adobe Analytics
8 1 (0.36%) Amazon EC2
8 1 (0.36%) Azure Active Directory
8 1 (0.36%) Flurry Analytics
8 1 (0.36%) Office 365
8 1 (0.36%) Responsys
8 1 (0.36%) SmartFocus
Communications & Networking
1 13 (4.68%) SMS
2 9 (3.24%) DKIM
2 9 (3.24%) DMARC
2 9 (3.24%) Internet
2 9 (3.24%) SMTP
3 8 (2.88%) LAN
3 8 (2.88%) WAN
4 2 (0.72%) IMAP
4 2 (0.72%) SSH
4 2 (0.72%) TCP/IP
5 1 (0.36%) Network Security
Database & Business Intelligence
1 58 (20.86%) SQL Server
2 56 (20.14%) Data Warehouse
3 49 (17.63%) Hadoop
4 39 (14.03%) Big Data
5 32 (11.51%) BusinessObjects
6 29 (10.43%) Apache Hive
7 27 (9.71%) SQL Server Reporting Services
8 26 (9.35%) SQL Server Integration Services
9 22 (7.91%) Relational Database
10 17 (6.12%) HBase
11 16 (5.76%) Power BI
12 15 (5.40%) SQL Server Analysis Services
13 11 (3.96%) MS Access
13 11 (3.96%) NoSQL
13 11 (3.96%) QlikView
14 9 (3.24%) MongoDB
14 9 (3.24%) MySQL
14 9 (3.24%) OLAP
14 9 (3.24%) OLTP
14 9 (3.24%) Text Mining
Development Applications
1 8 (2.88%) Visual Studio
2 7 (2.52%) Git (software)
3 5 (1.80%) Talend Open Studio
4 4 (1.44%) ERwin
4 4 (1.44%) Jenkins
4 4 (1.44%) SQL Server Management Studio (SSMS)
5 3 (1.08%) JIRA
5 3 (1.08%) SonarQube
6 2 (0.72%) Eclipse
6 2 (0.72%) JUnit
6 2 (0.72%) Subversion
6 2 (0.72%) Team Foundation Server
General
1 59 (21.22%) Finance
2 39 (14.03%) Marketing
3 22 (7.91%) Banking
4 16 (5.76%) Telecoms
5 11 (3.96%) Retail
6 8 (2.88%) Manufacturing
7 7 (2.52%) Advertising
7 7 (2.52%) Electronics
8 3 (1.08%) Front Office
8 3 (1.08%) Investment Banking
8 3 (1.08%) Legal
9 2 (0.72%) French Language
9 2 (0.72%) Local Government
9 2 (0.72%) Pharmaceutical
9 2 (0.72%) Spanish Language
10 1 (0.36%) German Language
10 1 (0.36%) Multimedia
10 1 (0.36%) Retail Banking
10 1 (0.36%) Swedish Language
10 1 (0.36%) Wholesale Banking
Job Titles
1 91 (32.73%) Analyst
2 48 (17.27%) Data Analyst
3 47 (16.91%) Developer
4 34 (12.23%) Data Scientist
5 32 (11.51%) Architect
6 17 (6.12%) Data Architect
7 14 (5.04%) Business Analyst
8 13 (4.68%) SQL Analyst
9 12 (4.32%) Consultant
10 11 (3.96%) Business Intelligence Manager
10 11 (3.96%) Insight Analyst
11 10 (3.60%) Applications Architect
11 10 (3.60%) Business Manager
12 9 (3.24%) Business Intelligence Developer
12 9 (3.24%) Project Manager
12 9 (3.24%) SQL Developer
13 8 (2.88%) CRM Specialist
13 8 (2.88%) DBA
14 7 (2.52%) Customer Analyst
14 7 (2.52%) Technical Analyst
Libraries, Frameworks & Software Standards
1 29 (10.43%) XML
2 24 (8.63%) HTML
3 19 (6.83%) .NET
4 17 (6.12%) Web Services
5 14 (5.04%) Natural Language Processing
6 11 (3.96%) scikit-learn
7 10 (3.60%) CSS
7 10 (3.60%) D3.js
7 10 (3.60%) XSLT
8 8 (2.88%) HTML5
9 6 (2.16%) NumPy
10 5 (1.80%) Keras
10 5 (1.80%) Pandas
10 5 (1.80%) Theano
10 5 (1.80%) Torch
11 4 (1.44%) Kafka
11 4 (1.44%) XGBoost
12 3 (1.08%) Cascading
12 3 (1.08%) RESTful
12 3 (1.08%) Spring
Miscellaneous
1 76 (27.34%) Analytical Skills
2 48 (17.27%) Visualisation
3 38 (13.67%) Statistics
4 30 (10.79%) Computer Science
5 25 (8.99%) Algorithms
6 23 (8.27%) Mathematics
7 19 (6.83%) Data Integration
8 12 (4.32%) Management Information System
9 10 (3.60%) Artificial Intelligence
9 10 (3.60%) Physics
10 8 (2.88%) Clustering
10 8 (2.88%) Data Extraction
10 8 (2.88%) Neural Network
11 6 (2.16%) Economics
11 6 (2.16%) Replication
12 5 (1.80%) Data Structures
12 5 (1.80%) NHS
12 5 (1.80%) Social Network
13 4 (1.44%) Credit Risk
13 4 (1.44%) Data Conversion
Operating Systems
1 10 (3.60%) Linux
2 6 (2.16%) Windows
3 4 (1.44%) Unix
4 3 (1.08%) Red Hat Enterprise Linux
5 1 (0.36%) CentOS
5 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 83 (29.86%) Business Intelligence
2 70 (25.18%) Analytics
3 69 (24.82%) Data Analysis
4 63 (22.66%) Agile Software Development
5 59 (21.22%) Data Modelling
6 46 (16.55%) ETL
7 42 (15.11%) Project Management
8 40 (14.39%) Machine Learning
9 33 (11.87%) Data Visualisation
10 31 (11.15%) Data Architecture
11 27 (9.71%) CRM
12 25 (8.99%) Migration
13 24 (8.63%) E-Commerce
14 23 (8.27%) Stakeholder Management
15 22 (7.91%) Data Management
16 21 (7.55%) Scrum
17 20 (7.19%) Statistical Analysis
18 17 (6.12%) SOA
19 16 (5.76%) Data Analytics
20 14 (5.04%) Open Source
Programming Languages
1 177 (63.67%) SQL
2 51 (18.35%) Python
3 47 (16.91%) R
4 36 (12.95%) Java
5 23 (8.27%) T-SQL
6 20 (7.19%) JavaScript
7 18 (6.47%) C++
8 17 (6.12%) VBA
9 15 (5.40%) C#
10 14 (5.04%) MATLAB
10 14 (5.04%) PL/SQL
11 11 (3.96%) PHP
12 10 (3.60%) Scala
13 9 (3.24%) Shell Script
14 6 (2.16%) Perl
15 4 (1.44%) C
15 4 (1.44%) PowerShell
15 4 (1.44%) Ruby
15 4 (1.44%) VB
16 2 (0.72%) Korn
Qualifications
1 44 (15.83%) Degree
2 22 (7.91%) Security Cleared
3 17 (6.12%) SC Cleared
4 8 (2.88%) PMP
5 7 (2.52%) PhD
6 3 (1.08%) CISA
6 3 (1.08%) DV Cleared
7 2 (0.72%) CCA
7 2 (0.72%) CEH
7 2 (0.72%) CISSP
7 2 (0.72%) PMI Certification
7 2 (0.72%) PRINCE2 Practitioner
7 2 (0.72%) SANS
8 1 (0.36%) ACCA
8 1 (0.36%) BPSS Clearance
8 1 (0.36%) ISEB
8 1 (0.36%) Microsoft Certification
8 1 (0.36%) OCP
8 1 (0.36%) Oracle Certification
8 1 (0.36%) Postgraduate
Quality Assurance & Compliance
1 25 (8.99%) Data Quality
2 9 (3.24%) QA
3 8 (2.88%) HMG Security Policy Framework
4 5 (1.80%) Solvency II
5 2 (0.72%) COBIT
5 2 (0.72%) Sarbanes-Oxley
6 1 (0.36%) Actionable Recommendations
6 1 (0.36%) ISO 9001
System Software
1 4 (1.44%) Apache Flume
2 2 (0.72%) HDFS
2 2 (0.72%) Virtual Machines
3 1 (0.36%) Active Directory
3 1 (0.36%) Ceph
3 1 (0.36%) Docker
Systems Management
1 5 (1.80%) Kibana
2 4 (1.44%) Ansible
2 4 (1.44%) Oozie
2 4 (1.44%) Opscode Chef
2 4 (1.44%) Puppet
3 3 (1.08%) Data Guard
4 2 (0.72%) EnCase
4 2 (0.72%) Oracle RMAN
5 1 (0.36%) Hadoop YARN
5 1 (0.36%) Mesos
Vendors
1 57 (20.50%) Tableau
2 55 (19.78%) Microsoft
3 44 (15.83%) Oracle
4 30 (10.79%) SAP
5 22 (7.91%) Salesforce.com
5 22 (7.91%) Teradata
6 13 (4.68%) Salesforce Marketing Cloud
7 10 (3.60%) IBM
8 9 (3.24%) Informatica
9 7 (2.52%) Google
9 7 (2.52%) Mapinfo
10 6 (2.16%) DataFlux
11 5 (1.80%) Cognos
11 5 (1.80%) Talend
12 4 (1.44%) MicroStrategy
12 4 (1.44%) Trillium
13 3 (1.08%) Alteryx
13 3 (1.08%) Atlassian
13 3 (1.08%) Splunk
13 3 (1.08%) Vertica
Manchester
Computer Futures
Rate: £400 - £450 per annum + competitive
Posted: 6 days ago
London
Churchill Frank
Rate: £400 - £600 per day
Posted: 6 days ago
North West
Rullion IT Plus
Rate: £350 - £400 per day
Posted: 6 days ago
London
People Source Consulting
Rate: £400 - £500 per day
Posted: 13 days ago
London
People Source Consulting
Rate: £400 - £500 per day
Posted: 18 days ago
London
Gorkana
Rate: £33,000 - £38,000 per year
Posted: 16 days ago
London
People Source Consulting
Rate: £400 - £500 per day
Posted: 19 days ago