The table below looks at the statistics for Data Analysis 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 Analysis over the 3 months to 6 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
6 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 116 95 84
Rank change year-on-year
-21 -11
Contract jobs citing Data Analysis 42 64 61
As % of all contract IT jobs located in the North West 1.29% 1.55% 1.88%
As % of the Processes & Methodologies category 1.54% 1.95% 2.43%
Number of daily rates quoted 29 37 33
Median daily rate £350 £400 £363
Median daily rate % change year-on-year
-12.50% +10.34%
90% offered a daily rate of more than £236 £318 £235
10% offered a daily rate of more than £425 £550 £500
UK excluding London median daily rate £388 £410 £375
% change year-on-year
-5.48% +9.33%
Number of hourly rates quoted 1 7 9
Median hourly rate £11.50 £40.00 £31.00
Median hourly rate % change year-on-year
-71.25% +29.03%
UK excluding London median hourly rate £19.31 £22.50 £28.00
% change year-on-year
-14.20% -19.64%
Data Analysis
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2729 3288 2514
As % of all contract IT jobs located in the North West 83.84% 79.42% 77.66%
Number of daily rates quoted 1820 2012 1489
Median daily rate £413 £413 £375
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £575 £600 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 62 129 106
Median hourly rate £27.50 £30.15 £27.50
Median hourly rate % change year-on-year
-8.78% +9.63%
90% offered a hourly rate of more than £14.56 £12.35 £13.50
10% offered a hourly rate of more than £44.35 £47.71 £45.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

Data Analysis
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West region citing Data Analysis as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in the North West

Data Analysis
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 Analysis across the North West region.

Data Analysis Daily Rate Trend in the North West

Data Analysis
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the North West region over the 3 months to 6 December 2016.

Data Analysis Daily Rate Histogram in the North West

Data Analysis
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 Analysis across the North West region.

Data Analysis Hourly Rate Trend in the North West

Data Analysis
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 Analysis within the North West region over the 3 months to 6 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
Cheshire +12 14 £400 +2.56% 2
Manchester -18 13 £315 -25.44% 13
Lancashire -2 10 £330 -12.00% 2
Merseyside +4 1 £500 - 2
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 6 December 2016, IT contractor jobs citing Data Analysis 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 Analysis.

1 38 (37.62%) SQL
2 35 (34.65%) Business Intelligence
3 33 (32.67%) Finance
4 29 (28.71%) Agile Software Development
5 26 (25.74%) ETL
6 25 (24.75%) Analytical Skills
7 23 (22.77%) MS Excel
8 22 (21.78%) Microsoft
9 21 (20.79%) Data Warehouse
10 19 (18.81%) Data Management
11 18 (17.82%) Data Modelling
11 18 (17.82%) SQL Server
12 14 (13.86%) Change Management
13 13 (12.87%) ITIL
13 13 (12.87%) Analytics
13 13 (12.87%) Continuous Improvement
14 12 (11.88%) Open Source
14 12 (11.88%) Release Management
14 12 (11.88%) Data Integration
14 12 (11.88%) Project Management
14 12 (11.88%) SQL Server Reporting Services
15 11 (10.89%) Linux
15 11 (10.89%) Oracle
16 10 (9.90%) Unix
16 10 (9.90%) Windows
16 10 (9.90%) Windows XP
16 10 (9.90%) MS PowerPoint
16 10 (9.90%) Service Management
16 10 (9.90%) Visualisation
16 10 (9.90%) SQL Server Integration Services

Data Analysis
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 9 (8.91%) WebSphere
2 4 (3.96%) SAS
3 2 (1.98%) BizTalk Server
4 1 (0.99%) SharePoint
Applications
1 23 (22.77%) MS Excel
2 10 (9.90%) MS PowerPoint
3 3 (2.97%) Spreadsheet
4 2 (1.98%) MS Office
Business Applications
1 5 (4.95%) Oracle Applications
2 1 (0.99%) Cognos Business Intelligence
2 1 (0.99%) Dynamics AX
Cloud Services
1 8 (7.92%) IaaS
1 8 (7.92%) PaaS
1 8 (7.92%) SaaS
2 3 (2.97%) Google Analytics
2 3 (2.97%) Google Cloud Platform
3 1 (0.99%) Amazon AWS
3 1 (0.99%) Amazon EC2
3 1 (0.99%) Amazon S3
3 1 (0.99%) Virtual Private Cloud
Communications & Networking
1 3 (2.97%) LAN
1 3 (2.97%) WAN
2 1 (0.99%) Kerberos
2 1 (0.99%) SSH
Database & Business Intelligence
1 21 (20.79%) Data Warehouse
2 18 (17.82%) SQL Server
3 12 (11.88%) SQL Server Reporting Services
4 10 (9.90%) SQL Server Integration Services
5 8 (7.92%) Data Mining
6 7 (6.93%) Big Data
6 7 (6.93%) Relational Database
6 7 (6.93%) SQL Server Analysis Services
7 5 (4.95%) MySQL
7 5 (4.95%) Oracle BI EE
8 3 (2.97%) BigQuery
8 3 (2.97%) MS Access
8 3 (2.97%) QlikView
8 3 (2.97%) SAS Enterprise Guide
8 3 (2.97%) SAS Visual Analytics
9 2 (1.98%) Power BI
9 2 (1.98%) Qlik Sense
10 1 (0.99%) Cognos Report Studio
10 1 (0.99%) Hyperion Smart View
10 1 (0.99%) SAS EBI
Development Applications
1 6 (5.94%) Talend Open Studio
2 5 (4.95%) Cucumber
3 3 (2.97%) SQL Server Management Studio (SSMS)
General
1 33 (32.67%) Finance
2 6 (5.94%) Marketing
3 5 (4.95%) Banking
4 3 (2.97%) Retail
5 2 (1.98%) Manufacturing
6 1 (0.99%) Retail Banking
Job Titles
1 42 (41.58%) Analyst
2 22 (21.78%) Developer
3 15 (14.85%) Data Analyst
4 10 (9.90%) Business Analyst
4 10 (9.90%) Business Intelligence Developer
5 8 (7.92%) Support Analyst
6 7 (6.93%) Architect
6 7 (6.93%) Data Architect
7 6 (5.94%) Data Business Analyst
7 6 (5.94%) Project Manager
8 5 (4.95%) Business Intelligence Analyst
8 5 (4.95%) Business Intelligence Manager
8 5 (4.95%) Business Intelligence Project Manager
8 5 (4.95%) Data Modeller
8 5 (4.95%) ETL Developer
8 5 (4.95%) Operational Support Analyst
8 5 (4.95%) Operations Analyst
8 5 (4.95%) Operations Support Analyst
8 5 (4.95%) Oracle Project Manager
9 4 (3.96%) Operations Engineer
Libraries, Frameworks & Software Standards
1 4 (3.96%) XML
2 3 (2.97%) Web Services
3 2 (1.98%) CSS
3 2 (1.98%) HTML
3 2 (1.98%) REST
3 2 (1.98%) SOAP
4 1 (0.99%) .NET
4 1 (0.99%) AngularJS
4 1 (0.99%) Backbone.js
4 1 (0.99%) CSS3
4 1 (0.99%) GWT
4 1 (0.99%) HTML5
4 1 (0.99%) Qt
4 1 (0.99%) React
4 1 (0.99%) RESTful
Miscellaneous
1 25 (24.75%) Analytical Skills
2 12 (11.88%) Data Integration
3 10 (9.90%) Visualisation
4 9 (8.91%) Tandem
5 8 (7.92%) Data Structures
5 8 (7.92%) Management Information System
6 3 (2.97%) Driving Licence
7 2 (1.98%) Life Science
7 2 (1.98%) NHS
8 1 (0.99%) Computer Science
8 1 (0.99%) Data Centre
8 1 (0.99%) Mobile App
8 1 (0.99%) User Experience
Operating Systems
1 11 (10.89%) Linux
2 10 (9.90%) Unix
2 10 (9.90%) Windows
2 10 (9.90%) Windows XP
3 9 (8.91%) AIX
3 9 (8.91%) Windows 2000
4 1 (0.99%) CentOS
4 1 (0.99%) Red Hat Enterprise Linux
4 1 (0.99%) Windows 7
Processes & Methodologies
1 35 (34.65%) Business Intelligence
2 29 (28.71%) Agile Software Development
3 26 (25.74%) ETL
4 19 (18.81%) Data Management
5 18 (17.82%) Data Modelling
6 14 (13.86%) Change Management
7 13 (12.87%) Analytics
7 13 (12.87%) Continuous Improvement
7 13 (12.87%) ITIL
8 12 (11.88%) Open Source
8 12 (11.88%) Project Management
8 12 (11.88%) Release Management
9 10 (9.90%) Service Management
10 9 (8.91%) Data Acquisition
10 9 (8.91%) ITSM
10 9 (8.91%) Migration
10 9 (8.91%) Operational Acceptance Testing
10 9 (8.91%) PRINCE2
11 8 (7.92%) Business Analysis
11 8 (7.92%) Data Architecture
Programming Languages
1 38 (37.62%) SQL
2 3 (2.97%) Java
2 3 (2.97%) PL/SQL
2 3 (2.97%) VBA
3 2 (1.98%) JavaScript
3 2 (1.98%) Python
3 2 (1.98%) R
3 2 (1.98%) T-SQL
4 1 (0.99%) ABAP
4 1 (0.99%) C#
4 1 (0.99%) C++
4 1 (0.99%) MATLAB
Qualifications
1 8 (7.92%) Degree
2 7 (6.93%) Security Cleared
3 4 (3.96%) SC Cleared
4 2 (1.98%) BPSS Clearance
5 1 (0.99%) ISEB
Quality Assurance & Compliance
1 7 (6.93%) SLA
2 6 (5.94%) Data Quality
3 5 (4.95%) ISO20022
4 2 (1.98%) QA
5 1 (0.99%) Disclosure Scotland
System Software
1 3 (2.97%) Active Directory
Systems Management
1 1 (0.99%) Ansible
1 1 (0.99%) FreeIPA
1 1 (0.99%) Opscode Chef
Vendors
1 22 (21.78%) Microsoft
2 11 (10.89%) Oracle
3 6 (5.94%) Hyperion
3 6 (5.94%) SAP
3 6 (5.94%) Tableau
3 6 (5.94%) Talend
4 4 (3.96%) Google
5 3 (2.97%) Citrix
5 3 (2.97%) LANDesk
5 3 (2.97%) Wyse
6 2 (1.98%) Atlassian
6 2 (1.98%) EXASOL
6 2 (1.98%) MicroStrategy
7 1 (0.99%) Cognos
7 1 (0.99%) Hortonworks
7 1 (0.99%) IFS
7 1 (0.99%) Informatica
7 1 (0.99%) WorldPay
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