The table below looks at the statistics for Data Mining skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 9 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
9 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 342 356 338
Rank change year-on-year
+14 -18
Contract jobs citing Data Mining 80 78 86
As % of all contract IT jobs located in London 0.37% 0.35% 0.37%
As % of the Database & Business Intelligence category 1.56% 1.43% 1.60%
Number of daily rates quoted 61 47 61
Median daily rate £500 £500 £435
Median daily rate % change year-on-year
- +14.94%
90% offered a daily rate of more than £233 £300 £275
10% offered a daily rate of more than £600 £638 £550
UK excluding London median daily rate £400 £342 £388
% change year-on-year
+16.95% -11.74%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.38 £19.50 £36.50
% change year-on-year
-5.76% -46.57%
Data Mining
England

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 London region.

Database & Business Intelligence Category
London
Contract IT job ads with a match in the
Database & Business Intelligence category
5123 5456 5391
As % of all contract IT jobs located in London 23.86% 24.18% 22.93%
Number of daily rates quoted 3632 3933 3933
Median daily rate £500 £468 £425
Median daily rate % change year-on-year
+6.95% +10.00%
90% offered a daily rate of more than £350 £325 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £387 £363
% change year-on-year
+3.35% +6.75%
Number of hourly rates quoted 20 24 38
Median hourly rate £32.50 £21.99 £29.00
Median hourly rate % change year-on-year
+47.81% -24.18%
90% offered a hourly rate of more than £15.50 £16.00 £14.00
10% offered a hourly rate of more than £64.00 £49.00 £39.70
UK excluding London median hourly rate £38.00 £25.00 £33.50
% change year-on-year
+52.00% -25.37%

Data Mining
Jobs Demand Trend in London

The demand trend of contract jobs across the London 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 London

Data Mining
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Mining across the London region.

Data Mining Daily Rate Trend in London

Data Mining
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the London region over the 3 months to 9 December 2016.

Data Mining Daily Rate Histogram in London

Data Mining
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Mining across the London region.

Data Mining Hourly Rate Trend in London

Data Mining
Contract Job Locations in London

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 London region over the 3 months to 9 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
City of London +1 19 £525 +3.70% 6
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 9 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 London region with a requirement for Data Mining.

1 111 (64.91%) SQL
2 49 (28.65%) Analytical Skills
3 47 (27.49%) Data Analysis
4 46 (26.90%) Analytics
5 44 (25.73%) Business Intelligence
6 43 (25.15%) Finance
7 42 (24.56%) MS Excel
8 37 (21.64%) SQL Server
9 34 (19.88%) Python
10 33 (19.30%) Data Modelling
10 33 (19.30%) Microsoft
11 32 (18.71%) Data Warehouse
11 32 (18.71%) Tableau
12 31 (18.13%) Hadoop
12 31 (18.13%) Agile Software Development
12 31 (18.13%) Marketing
13 30 (17.54%) Oracle
14 29 (16.96%) Visualisation
14 29 (16.96%) R
14 29 (16.96%) Big Data
15 28 (16.37%) Data Architecture
15 28 (16.37%) Project Management
16 27 (15.79%) XML
16 27 (15.79%) Degree
17 24 (14.04%) HTML
18 23 (13.45%) Machine Learning
19 22 (12.87%) Data Visualisation
20 21 (12.28%) E-Commerce
20 21 (12.28%) CRM
21 20 (11.70%) ETL

Data Mining
Top Related IT Skills in London 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 18 (10.53%) SAS
2 10 (5.85%) Apache Spark
3 9 (5.26%) Apache Pig
4 8 (4.68%) Oracle SOA Suite
5 3 (1.75%) CMS
5 3 (1.75%) SharePoint
6 2 (1.17%) Apache Solr
6 2 (1.17%) Drupal
6 2 (1.17%) Elasticsearch
6 2 (1.17%) Tomcat
7 1 (0.58%) Apache
7 1 (0.58%) BizTalk Server
7 1 (0.58%) SharePoint 2010
7 1 (0.58%) SharePoint 2013
Applications
1 42 (24.56%) MS Excel
2 17 (9.94%) MS Office
3 15 (8.77%) SPSS
4 12 (7.02%) MS PowerPoint
5 8 (4.68%) MS Visio
6 6 (3.51%) MS Project
7 2 (1.17%) Spreadsheet
8 1 (0.58%) Photoshop
8 1 (0.58%) Stata
8 1 (0.58%) Weka
Business Applications
1 8 (4.68%) SAP Oil and Gas
2 2 (1.17%) FastStats
3 1 (0.58%) Dynamics AX
3 1 (0.58%) Dynamics CRM
3 1 (0.58%) Eloqua
3 1 (0.58%) Investran
3 1 (0.58%) SAP BPC
3 1 (0.58%) SAP PM
Cloud Services
1 15 (8.77%) Amazon AWS
2 9 (5.26%) IaaS
2 9 (5.26%) PaaS
3 7 (4.09%) Microsoft Azure
4 6 (3.51%) IBM Cloud
4 6 (3.51%) SaaS
5 3 (1.75%) Amazon CloudWatch
5 3 (1.75%) AWS CloudFormation
6 2 (1.17%) Google Analytics
7 1 (0.58%) Adobe Analytics
7 1 (0.58%) Amazon EC2
7 1 (0.58%) Amazon EMR
7 1 (0.58%) Amazon S3
7 1 (0.58%) Flurry Analytics
7 1 (0.58%) GitHub
7 1 (0.58%) Responsys
7 1 (0.58%) SmartFocus
Communications & Networking
1 13 (7.60%) SMS
2 9 (5.26%) DKIM
2 9 (5.26%) DMARC
2 9 (5.26%) Internet
2 9 (5.26%) SMTP
3 8 (4.68%) LAN
3 8 (4.68%) WAN
4 2 (1.17%) SSH
4 2 (1.17%) TCP/IP
Database & Business Intelligence
1 37 (21.64%) SQL Server
2 32 (18.71%) Data Warehouse
3 31 (18.13%) Hadoop
4 29 (16.96%) Big Data
5 17 (9.94%) BusinessObjects
6 16 (9.36%) Apache Hive
7 14 (8.19%) SQL Server Reporting Services
8 11 (6.43%) SQL Server Integration Services
9 10 (5.85%) MS Access
9 10 (5.85%) QlikView
10 9 (5.26%) HBase
10 9 (5.26%) OLAP
10 9 (5.26%) Power BI
10 9 (5.26%) Relational Database
10 9 (5.26%) SQL Server Analysis Services
10 9 (5.26%) Text Mining
11 8 (4.68%) OLTP
11 8 (4.68%) Oracle Database
12 7 (4.09%) GIS
12 7 (4.09%) SAP HANA
Development Applications
1 7 (4.09%) Visual Studio
2 4 (2.34%) Git (software)
3 3 (1.75%) Jenkins
3 3 (1.75%) SonarQube
3 3 (1.75%) SQL Server Management Studio (SSMS)
4 2 (1.17%) Eclipse
4 2 (1.17%) JUnit
5 1 (0.58%) Talend Open Studio
5 1 (0.58%) Team Foundation Server
General
1 43 (25.15%) Finance
2 31 (18.13%) Marketing
3 15 (8.77%) Banking
4 12 (7.02%) Telecoms
5 8 (4.68%) Retail
6 7 (4.09%) Electronics
6 7 (4.09%) Manufacturing
7 6 (3.51%) Advertising
8 3 (1.75%) Front Office
8 3 (1.75%) Investment Banking
9 2 (1.17%) French Language
9 2 (1.17%) Local Government
9 2 (1.17%) Spanish Language
10 1 (0.58%) Financial Institution
10 1 (0.58%) Games
10 1 (0.58%) German Language
10 1 (0.58%) Law
10 1 (0.58%) Legal
10 1 (0.58%) Multimedia
10 1 (0.58%) Wholesale Banking
Job Titles
1 49 (28.65%) Analyst
2 32 (18.71%) Data Analyst
3 25 (14.62%) Architect
4 24 (14.04%) Developer
5 21 (12.28%) Data Scientist
6 16 (9.36%) Data Architect
7 12 (7.02%) Business Intelligence Manager
8 10 (5.85%) Applications Architect
9 9 (5.26%) Business Manager
10 8 (4.68%) CRM Specialist
10 8 (4.68%) SQL Analyst
11 7 (4.09%) Project Manager
12 6 (3.51%) Business Analyst
12 6 (3.51%) Business Intelligence Project Manager
12 6 (3.51%) Business Project Manager
12 6 (3.51%) Consultant
13 5 (2.92%) Email Marketing Specialist
13 5 (2.92%) Email Specialist
13 5 (2.92%) Insight Analyst
13 5 (2.92%) SQL Developer
Libraries, Frameworks & Software Standards
1 27 (15.79%) XML
2 24 (14.04%) HTML
3 17 (9.94%) .NET
4 15 (8.77%) Web Services
5 14 (8.19%) Natural Language Processing
6 10 (5.85%) CSS
7 8 (4.68%) HTML5
7 8 (4.68%) XSLT
8 6 (3.51%) D3.js
9 3 (1.75%) Kafka
9 3 (1.75%) Spring
10 2 (1.17%) AngularJS
10 2 (1.17%) iBATIS
10 2 (1.17%) JSP
10 2 (1.17%) scikit-learn
10 2 (1.17%) Servlets
10 2 (1.17%) SOAP
11 1 (0.58%) Redux
11 1 (0.58%) RESTful
11 1 (0.58%) TensorFlow
Miscellaneous
1 49 (28.65%) Analytical Skills
2 29 (16.96%) Visualisation
3 18 (10.53%) Statistics
4 17 (9.94%) Algorithms
5 16 (9.36%) Computer Science
6 12 (7.02%) Data Integration
7 8 (4.68%) Mathematics
8 7 (4.09%) Clustering
9 5 (2.92%) Management Information System
9 5 (2.92%) Neural Network
9 5 (2.92%) Replication
10 4 (2.34%) Credit Risk
10 4 (2.34%) Data Conversion
10 4 (2.34%) Foreign Exchange (FX)
10 4 (2.34%) Performance Metrics
10 4 (2.34%) Physics
11 3 (1.75%) Data Extraction
11 3 (1.75%) Data Structures
11 3 (1.75%) Derivative
11 3 (1.75%) Economics
Operating Systems
1 6 (3.51%) Windows
2 4 (2.34%) Unix
3 3 (1.75%) Linux
3 3 (1.75%) Red Hat Enterprise Linux
4 1 (0.58%) CentOS
4 1 (0.58%) Windows Server 2012
Processes & Methodologies
1 47 (27.49%) Data Analysis
2 46 (26.90%) Analytics
3 44 (25.73%) Business Intelligence
4 33 (19.30%) Data Modelling
5 31 (18.13%) Agile Software Development
6 28 (16.37%) Data Architecture
6 28 (16.37%) Project Management
7 23 (13.45%) Machine Learning
8 22 (12.87%) Data Visualisation
9 21 (12.28%) CRM
9 21 (12.28%) E-Commerce
10 20 (11.70%) ETL
11 17 (9.94%) Data Management
11 17 (9.94%) SOA
12 13 (7.60%) Programme Management
12 13 (7.60%) Stakeholder Management
12 13 (7.60%) TOGAF
13 11 (6.43%) Email Marketing
13 11 (6.43%) Statistical Analysis
14 10 (5.85%) DevOps
Programming Languages
1 111 (64.91%) SQL
2 34 (19.88%) Python
3 29 (16.96%) R
4 20 (11.70%) T-SQL
5 19 (11.11%) JavaScript
6 15 (8.77%) Java
7 14 (8.19%) C++
7 14 (8.19%) VBA
8 11 (6.43%) C#
9 8 (4.68%) PHP
10 7 (4.09%) Scala
11 6 (3.51%) MATLAB
11 6 (3.51%) PL/SQL
12 5 (2.92%) Shell Script
13 4 (2.34%) Perl
13 4 (2.34%) Ruby
14 3 (1.75%) PowerShell
14 3 (1.75%) VB
15 2 (1.17%) C
15 2 (1.17%) Korn
Qualifications
1 27 (15.79%) Degree
2 15 (8.77%) Security Cleared
3 11 (6.43%) SC Cleared
4 8 (4.68%) PMP
5 7 (4.09%) PhD
6 3 (1.75%) DV Cleared
7 2 (1.17%) PMI Certification
7 2 (1.17%) PRINCE2 Practitioner
8 1 (0.58%) CBAP
8 1 (0.58%) CFA
8 1 (0.58%) CISA
8 1 (0.58%) ISEB
8 1 (0.58%) MBA
8 1 (0.58%) OCP
8 1 (0.58%) Oracle Certification
8 1 (0.58%) Six Sigma Black Belt
Quality Assurance & Compliance
1 14 (8.19%) Data Quality
2 8 (4.68%) HMG Security Policy Framework
3 7 (4.09%) QA
4 5 (2.92%) Solvency II
5 1 (0.58%) Actionable Recommendations
System Software
1 2 (1.17%) Virtual Machines
2 1 (0.58%) Ceph
2 1 (0.58%) Docker
2 1 (0.58%) HDFS
Systems Management
1 4 (2.34%) Ansible
1 4 (2.34%) Opscode Chef
1 4 (2.34%) Puppet
2 3 (1.75%) Data Guard
3 2 (1.17%) Oracle RMAN
4 1 (0.58%) Hadoop YARN
4 1 (0.58%) Mesos
Vendors
1 33 (19.30%) Microsoft
2 32 (18.71%) Tableau
3 30 (17.54%) Oracle
4 20 (11.70%) Salesforce.com
5 19 (11.11%) SAP
6 15 (8.77%) Teradata
7 13 (7.60%) Salesforce Marketing Cloud
8 10 (5.85%) IBM
9 7 (4.09%) Mapinfo
10 5 (2.92%) Cognos
10 5 (2.92%) Informatica
11 4 (2.34%) Alteryx
11 4 (2.34%) MicroStrategy
12 3 (1.75%) Splunk
13 2 (1.17%) Ab Initio
13 2 (1.17%) Alterian
13 2 (1.17%) DataFlux
13 2 (1.17%) Google
13 2 (1.17%) Netezza
13 2 (1.17%) Red Hat
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