Period
to 24 July 2017

The following table provides summary statistics for contract job vacancies advertised in Manchester with a requirement for Data Mining skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mining over the 6 months to 24 July 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Mining
North West > Manchester
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 129 146 137
Rank change year-on-year +17 -9 -16
Contract jobs citing Data Mining 10 4 9
As % of all contract IT jobs advertised in Manchester 0.36% 0.11% 0.27%
As % of the Database & Business Intelligence category 1.55% 0.56% 1.25%
Number of daily rates quoted 5 2 5
Manchester median daily rate £388 £350 £500
Median daily rate % change year-on-year +10.71% -30.00% -2.44%
10th Percentile £270 £318 £358
90th Percentile £460 £383 £630
North West median daily rate £381 £413 £450
% change year-on-year -7.58% -8.33% +38.46%
Number of hourly rates quoted 1 0 0
Manchester median hourly rate £21.00 - -
North West median hourly rate £21.00 - -

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Manchester with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Manchester
Contract job vacancies with a requirement for database and business intelligence skills 645 711 721
As % of all contract IT job vacancies advertised in Manchester 23.06% 19.36% 21.99%
Number of daily rates quoted 385 429 452
Manchester median daily rate £375 £375 £375
10th Percentile £267 £237 £258
90th Percentile £530 £502 £525
North West median daily rate £375 £375 £380
% change year-on-year - -1.32% +12.59%
Number of hourly rates quoted 3 5 7
Manchester median hourly rate £22.00 £27.50 £19.00
Median hourly rate % change year-on-year -20.00% +44.74% -3.18%
10th Percentile £19.40 £14.70 £12.65
90th Percentile £23.00 £33.70 £21.10
North West median hourly rate £41.25 £39.25 £42.50
% change year-on-year +5.10% -7.65% +113.17%

Data Mining
Job Vacancy Trend in Manchester

Job postings citing Data Mining as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Data Mining in Manchester

Data Mining
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for Data Mining in Manchester

Data Mining
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing Data Mining in Manchester over the 6 months to 24 July 2017.

Contractor daily rate histogram for Data Mining in Manchester

Data Mining
Contractor Hourly Rate Trend in Manchester

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

Contractor hourly rate trend for Data Mining in Manchester

Data Mining
Contract Job Locations in Manchester

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 Manchester region over the 6 months to 24 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Salford - 2 £388 -
Stockport - 1 £450 - 1
Data Mining
North West

For the 6 months to 24 July 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 Manchester region with a requirement for Data Mining.

1 7 (70.00%) SQL
2 6 (60.00%) Data Modelling
3 5 (50.00%) Analytical Skills
4 4 (40.00%) Statistics
4 4 (40.00%) Microsoft Excel
4 4 (40.00%) Data Warehouse
5 3 (30.00%) Business Intelligence
5 3 (30.00%) ETL
5 3 (30.00%) SQL Server Reporting Services
5 3 (30.00%) Finance
5 3 (30.00%) Information Security
5 3 (30.00%) Kalman Filter
5 3 (30.00%) Identity Access Management
5 3 (30.00%) Process Improvement
6 2 (20.00%) Performance Tuning
6 2 (20.00%) Analytics
6 2 (20.00%) Visualisation
6 2 (20.00%) SQL Server Integration Services
6 2 (20.00%) Power BI
6 2 (20.00%) Change Management
6 2 (20.00%) Learning Management System
6 2 (20.00%) SQL Server Analysis Services
6 2 (20.00%) Disaster Recovery
6 2 (20.00%) Security Management
6 2 (20.00%) Agile Software Development
6 2 (20.00%) Microsoft
6 2 (20.00%) CRM
6 2 (20.00%) SharePoint
6 2 (20.00%) JD Edwards
6 2 (20.00%) SQL Server

Data Mining
Co-occurring IT Skills in Manchester 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 2 (20.00%) IIS
1 2 (20.00%) SharePoint
2 1 (10.00%) SAS
2 1 (10.00%) Tomcat
Applications
1 4 (40.00%) Microsoft Excel
2 1 (10.00%) SPSS
Cloud Services
1 1 (10.00%) Azure Active Directory
1 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 4 (40.00%) Data Warehouse
2 3 (30.00%) SQL Server Reporting Services
3 2 (20.00%) Power BI
3 2 (20.00%) SQL Server
3 2 (20.00%) SQL Server Analysis Services
3 2 (20.00%) SQL Server Integration Services
4 1 (10.00%) Hadoop
4 1 (10.00%) KNIME
4 1 (10.00%) OLAP
4 1 (10.00%) OLAP Cube
4 1 (10.00%) Oracle BI EE
4 1 (10.00%) Oracle Database
4 1 (10.00%) Oracle Database 12c
4 1 (10.00%) Oracle ODI
4 1 (10.00%) Oracle Reports
4 1 (10.00%) SQL Server 2016
General
1 3 (30.00%) Finance
2 1 (10.00%) Games
2 1 (10.00%) Marketing
Job Titles
1 5 (50.00%) Analyst
2 3 (30.00%) Data Analyst
2 3 (30.00%) Developer
3 2 (20.00%) Consultant
4 1 (10.00%) Business Developer
4 1 (10.00%) Business Intelligence Consultant
4 1 (10.00%) DBA
4 1 (10.00%) ETL Developer
4 1 (10.00%) Information Analyst
4 1 (10.00%) Information Security Analyst
4 1 (10.00%) Java Developer
4 1 (10.00%) Microsoft Consultant
4 1 (10.00%) Security Analyst
4 1 (10.00%) Senior Developer
4 1 (10.00%) Senior Java Developer
4 1 (10.00%) SQL DBA
4 1 (10.00%) SQL Developer
4 1 (10.00%) SQL Server DBA
4 1 (10.00%) SQL Server Developer
4 1 (10.00%) Technical Analyst
Libraries, Frameworks & Software Standards
1 1 (10.00%) CSS
1 1 (10.00%) CSS3
1 1 (10.00%) HTML
1 1 (10.00%) HTML5
1 1 (10.00%) Node.js
1 1 (10.00%) POSIX
1 1 (10.00%) Web Services
Miscellaneous
1 5 (50.00%) Analytical Skills
2 2 (20.00%) Learning Management System
Operating Systems
1 1 (10.00%) Debian
1 1 (10.00%) Linux
1 1 (10.00%) Unix
1 1 (10.00%) Windows
Processes & Methodologies
1 6 (60.00%) Data Modelling
2 4 (40.00%) Statistics
3 3 (30.00%) Business Intelligence
3 3 (30.00%) ETL
3 3 (30.00%) Identity Access Management
3 3 (30.00%) Information Security
3 3 (30.00%) Kalman Filter
3 3 (30.00%) Process Improvement
4 2 (20.00%) Agile Software Development
4 2 (20.00%) Analytics
4 2 (20.00%) Change Management
4 2 (20.00%) CRM
4 2 (20.00%) Disaster Recovery
4 2 (20.00%) Performance Tuning
4 2 (20.00%) Security Management
4 2 (20.00%) Visualisation
5 1 (10.00%) Data Cleansing
5 1 (10.00%) Data Extraction
5 1 (10.00%) Information Management
5 1 (10.00%) Strategic Planning
Programming Languages
1 7 (70.00%) SQL
2 1 (10.00%) Delphi
2 1 (10.00%) Java
2 1 (10.00%) JavaScript
2 1 (10.00%) PL/SQL
2 1 (10.00%) PowerShell
2 1 (10.00%) R
2 1 (10.00%) T-SQL
Qualifications
1 1 (10.00%) Degree
System Software
1 1 (10.00%) Active Directory
Vendors
1 2 (20.00%) JD Edwards
1 2 (20.00%) Microsoft
2 1 (10.00%) Oracle
2 1 (10.00%) Tableau