The table below looks at the statistics for Data Mining skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 30 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
30 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 139 160 128
Rank change year-on-year
+21 -32
Contract jobs citing Data Mining 21 14 11
As % of all contract IT jobs located in the North West 0.60% 0.31% 0.34%
As % of the Database & Business Intelligence category 2.33% 1.38% 1.40%
Number of daily rates quoted 14 10 6
Median daily rate £400 £450 £385
Median daily rate % change year-on-year
-11.11% +16.88%
90% offered a daily rate of more than £388 £350 £233
10% offered a daily rate of more than £463 £670 £500
UK excluding London median daily rate £350 £363 £400
% change year-on-year
-3.44% -9.37%
Number of hourly rates quoted 1 0 0
Median hourly rate £44.00 - -
UK excluding London median hourly rate £20.50 - £32.00
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 North West region.

Database & Business Intelligence Category
North West
Contract IT job ads with a match in the
Database & Business Intelligence category
902 1013 785
As % of all contract IT jobs located in the North West 25.57% 22.63% 24.32%
Number of daily rates quoted 582 681 478
Median daily rate £375 £415 £338
Median daily rate % change year-on-year
-9.63% +22.96%
90% offered a daily rate of more than £295 £300 £260
10% offered a daily rate of more than £525 £500 £475
UK excluding London median daily rate £378 £375 £350
% change year-on-year
+0.66% +7.14%
Number of hourly rates quoted 35 19 14
Median hourly rate £39.00 £40.00 £55.75
Median hourly rate % change year-on-year
-2.50% -28.25%
90% offered a hourly rate of more than £20.00 £21.50 £15.70
10% offered a hourly rate of more than £59.31 £42.02 £67.00
UK excluding London median hourly rate £36.07 £33.55 £23.75
% change year-on-year
+7.51% +41.26%

Data Mining
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West 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 the North West

Data Mining
Daily Rate Trend in the North West

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

Data Mining Daily Rate Trend in the North West

Data Mining
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the North West region over the 3 months to 30 September 2016.

Data Mining Daily Rate Histogram in the North West

Data Mining
Hourly Rate Trend in the North West

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

Data Mining Hourly Rate Trend in the North West

Data Mining
Contract Job Locations in the North West

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 North West region over the 3 months to 30 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
Cheshire +3 6 £413 -19.51% 1
Manchester -6 6 £400 - 8
Merseyside +9 4 £400 +14.28% 1
Lancashire +19 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the North West

For the 6 months to 30 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 North West region with a requirement for Data Mining.

1 24 (46.15%) Business Analysis
2 21 (40.38%) Business Intelligence
3 19 (36.54%) SQL
4 17 (32.69%) Agile Software Development
5 15 (28.85%) Project Management
6 14 (26.92%) Tableau
7 13 (25.00%) Microsoft
7 13 (25.00%) Data Warehouse
8 12 (23.08%) ERP
8 12 (23.08%) PRINCE2
8 12 (23.08%) Open Source
9 11 (21.15%) Business Process Mapping
9 11 (21.15%) Analytical Skills
9 11 (21.15%) SOA
9 11 (21.15%) Middleware
9 11 (21.15%) Data Management
9 11 (21.15%) TOGAF
9 11 (21.15%) Strategic Planning
10 10 (19.23%) Active Directory
10 10 (19.23%) ETL
10 10 (19.23%) MS Excel
10 10 (19.23%) Talend
10 10 (19.23%) Talend Open Studio
11 9 (17.31%) Process Management
12 8 (15.38%) Back Office
12 8 (15.38%) Validation
12 8 (15.38%) Data Centre
13 7 (13.46%) Vertica
13 7 (13.46%) Finance
13 7 (13.46%) Linux

Data Mining
Top Related IT Skills in the North West 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 4 (7.69%) SAS
2 2 (3.85%) Apache
2 2 (3.85%) Apache Spark
2 2 (3.85%) SharePoint
Applications
1 10 (19.23%) MS Excel
2 4 (7.69%) SPSS
Cloud Services
1 4 (7.69%) IaaS
2 2 (3.85%) Amazon AWS
3 1 (1.92%) Cloud Computing
3 1 (1.92%) GitHub
3 1 (1.92%) Office 365
Communications & Networking
1 2 (3.85%) Firewall
1 2 (3.85%) Intrusion Detection
1 2 (3.85%) LAN
1 2 (3.85%) Network Security
1 2 (3.85%) TCP/IP
1 2 (3.85%) VoIP
1 2 (3.85%) VPN
1 2 (3.85%) WAN
1 2 (3.85%) Wireless
Database & Business Intelligence
1 13 (25.00%) Data Warehouse
2 4 (7.69%) Big Data
2 4 (7.69%) BusinessObjects
2 4 (7.69%) MongoDB
2 4 (7.69%) SAS Data Integration Studio
3 3 (5.77%) PostgreSQL
4 2 (3.85%) Amazon Redshift
4 2 (3.85%) Hadoop
4 2 (3.85%) Redis
4 2 (3.85%) SQL Server
4 2 (3.85%) SQL Server Analysis Services
4 2 (3.85%) SQL Server Integration Services
4 2 (3.85%) SQL Server Reporting Services
5 1 (1.92%) DataStax
5 1 (1.92%) GIS
5 1 (1.92%) Oracle Reports
5 1 (1.92%) Relational Database
5 1 (1.92%) SQLPlus
Development Applications
1 10 (19.23%) Talend Open Studio
2 1 (1.92%) ClearCase
2 1 (1.92%) ClearQuest
2 1 (1.92%) Jenkins
2 1 (1.92%) JIRA
2 1 (1.92%) Rational Robot
2 1 (1.92%) Selenium
General
1 8 (15.38%) Back Office
2 7 (13.46%) Finance
3 6 (11.54%) Marketing
4 3 (5.77%) Banking
5 2 (3.85%) Manufacturing
5 2 (3.85%) Retail
6 1 (1.92%) Retail Banking
Job Titles
1 20 (38.46%) Analyst
2 11 (21.15%) Architect
3 10 (19.23%) Business Analyst
3 10 (19.23%) Project Manager
4 8 (15.38%) Business Manager
4 8 (15.38%) Business Project Manager
5 7 (13.46%) Consultant
6 6 (11.54%) Agile Business Analyst
6 6 (11.54%) Solutions Architect
7 5 (9.62%) Data Business Analyst
8 4 (7.69%) Business Consultant
8 4 (7.69%) Cloud Architect
8 4 (7.69%) Customer Analyst
8 4 (7.69%) Customer Insight Analyst
8 4 (7.69%) Infrastructure Architect
8 4 (7.69%) Insight Analyst
8 4 (7.69%) Project Analyst
9 3 (5.77%) Cloud Solutions Architect
9 3 (5.77%) Data Engineer
9 3 (5.77%) Data Warehouse Analyst
Libraries, Frameworks & Software Standards
1 11 (21.15%) Middleware
2 2 (3.85%) ELK Stack
2 2 (3.85%) RESTful
2 2 (3.85%) Web Services
3 1 (1.92%) .NET
3 1 (1.92%) J2EE
3 1 (1.92%) Kafka
3 1 (1.92%) XML
Miscellaneous
1 11 (21.15%) Analytical Skills
2 8 (15.38%) Data Centre
3 6 (11.54%) Visualisation
4 5 (9.62%) Management Information System
5 4 (7.69%) Data Integration
6 2 (3.85%) Cyber Attack
6 2 (3.85%) Data Structures
6 2 (3.85%) Digital Media
6 2 (3.85%) Life Science
7 1 (1.92%) Data Protection Act
7 1 (1.92%) Economics
7 1 (1.92%) Mathematics
7 1 (1.92%) Ontologies
7 1 (1.92%) Private Cloud
7 1 (1.92%) Statistics
7 1 (1.92%) User Experience
Operating Systems
1 7 (13.46%) Linux
2 3 (5.77%) Unix
2 3 (5.77%) Windows
3 1 (1.92%) zOS
Processes & Methodologies
1 24 (46.15%) Business Analysis
2 21 (40.38%) Business Intelligence
3 17 (32.69%) Agile Software Development
4 15 (28.85%) Project Management
5 12 (23.08%) ERP
5 12 (23.08%) Open Source
5 12 (23.08%) PRINCE2
6 11 (21.15%) Business Process Mapping
6 11 (21.15%) Data Management
6 11 (21.15%) SOA
6 11 (21.15%) Strategic Planning
6 11 (21.15%) TOGAF
7 10 (19.23%) ETL
8 9 (17.31%) Process Management
9 8 (15.38%) Validation
10 6 (11.54%) Data Analysis
10 6 (11.54%) UML
10 6 (11.54%) User Stories
11 5 (9.62%) Analytics
11 5 (9.62%) Use Case
Programming Languages
1 19 (36.54%) SQL
2 4 (7.69%) Java
2 4 (7.69%) R
3 3 (5.77%) Python
4 2 (3.85%) JavaScript
4 2 (3.85%) PHP
4 2 (3.85%) T-SQL
5 1 (1.92%) VBA
Qualifications
1 4 (7.69%) CISSP
1 4 (7.69%) SANS
2 2 (3.85%) CEH
2 2 (3.85%) CISA
2 2 (3.85%) SC Cleared
2 2 (3.85%) Security Cleared
2 2 (3.85%) SSCP
3 1 (1.92%) CISMP
3 1 (1.92%) Degree
Quality Assurance & Compliance
1 2 (3.85%) Data Quality
1 2 (3.85%) ISO/IEC 27001
2 1 (1.92%) QA
System Software
1 10 (19.23%) Active Directory
2 1 (1.92%) HDFS
Systems Management
1 2 (3.85%) EnCase
1 2 (3.85%) Kibana
1 2 (3.85%) logstash
1 2 (3.85%) QRadar
1 2 (3.85%) RSA enVision
Vendors
1 14 (26.92%) Tableau
2 13 (25.00%) Microsoft
3 10 (19.23%) Talend
4 7 (13.46%) Vertica
5 4 (7.69%) SAP
6 2 (3.85%) Apple
6 2 (3.85%) Atlassian
6 2 (3.85%) Cellebrite
6 2 (3.85%) IBM
6 2 (3.85%) LogRhythm
6 2 (3.85%) Splunk
6 2 (3.85%) Teradata
7 1 (1.92%) BT
7 1 (1.92%) EXASOL
7 1 (1.92%) Hortonworks
7 1 (1.92%) Oracle
7 1 (1.92%) ServiceNow
Liverpool
Vivid Resourcing
Rate: £525 - £625 per day
Posted: 4 days ago