The table below looks at the statistics for Data Analysis skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Analysis over the 3 months to 24 July 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
24 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 92 53 71
Rank change year-on-year
-39 +18
Contract jobs citing Data Analysis 42 92 63
As % of all contract IT jobs located in Scotland 1.62% 2.89% 2.32%
As % of the Processes & Methodologies category 1.94% 3.56% 2.91%
Number of daily rates quoted 28 56 26
Median daily rate £375 £375 £375
90% offered a daily rate of more than £224 £300 £128
10% offered a daily rate of more than £478 £450 £450
UK excluding London median daily rate £378 £375 £350
% change year-on-year
+0.66% +7.14%
Number of hourly rates quoted 2 1 1
Median hourly rate £11.44 £51.00 £20.50
Median hourly rate % change year-on-year
-77.57% +148.78%
UK excluding London median hourly rate £14.50 £22.50 £27.25
% change year-on-year
-35.55% -17.43%
Data Analysis
UK

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

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
2160 2586 2163
As % of all contract IT jobs located in Scotland 83.24% 81.14% 79.82%
Number of daily rates quoted 1282 1301 1137
Median daily rate £350 £375 £375
Median daily rate % change year-on-year
-6.66% -
90% offered a daily rate of more than £238 £270 £250
10% offered a daily rate of more than £485 £475 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 36 56 37
Median hourly rate £36.00 £30.50 £28.75
Median hourly rate % change year-on-year
+18.03% +6.08%
90% offered a hourly rate of more than £12.03 £12.35 £12.00
10% offered a hourly rate of more than £43.00 £46.70 £165.00
UK excluding London median hourly rate £28.63 £30.50 £26.98
% change year-on-year
-6.14% +13.06%

Data Analysis
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland 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 Scotland

Data Analysis
Daily Rate Trend in Scotland

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

Data Analysis Daily Rate Trend in Scotland

Data Analysis
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the Scotland region over the 3 months to 24 July 2016.

Data Analysis Daily Rate Histogram in Scotland

Data Analysis
Hourly Rate Trend in Scotland

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

Data Analysis Hourly Rate Trend in Scotland

Data Analysis
Contract Job Locations in Scotland

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 Scotland region over the 3 months to 24 July 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
Edinburgh -18 27 £400 +5.26% 9
Glasgow -28 6 £400 +23.07% 2
Renfrewshire - 5 £224 -
Stirling +3 1 £325 -13.33%
North Lanarkshire - 1 - -
Scottish Borders - 1 £450 -
Dundee - 1 - -
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Scotland

For the 6 months to 24 July 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 Scotland region with a requirement for Data Analysis.

1 48 (54.55%) Finance
2 31 (35.23%) SQL
3 29 (32.95%) Banking
4 26 (29.55%) Migration
4 26 (29.55%) Data Modelling
5 22 (25.00%) Oracle
6 19 (21.59%) Stakeholder Management
7 18 (20.45%) Data Migration
8 17 (19.32%) Business Analysis
8 17 (19.32%) ETL
9 16 (18.18%) Oracle Database
10 14 (15.91%) Unix
10 14 (15.91%) Agile Software Development
11 12 (13.64%) Data Warehouse
11 12 (13.64%) Data Quality
12 11 (12.50%) Project Management
13 10 (11.36%) CA
13 10 (11.36%) Informatica
13 10 (11.36%) PowerCenter
13 10 (11.36%) ERwin
13 10 (11.36%) GIS
13 10 (11.36%) Analytical Skills
13 10 (11.36%) ETL Development
14 9 (10.23%) Change Management
14 9 (10.23%) Teradata
15 7 (7.95%) MS Excel
15 7 (7.95%) Java
15 7 (7.95%) Asset Management
15 7 (7.95%) Analytics
15 7 (7.95%) Continuous Improvement

Data Analysis
Top Related IT Skills in Scotland 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 6 (6.82%) SharePoint
2 5 (5.68%) ArcGIS
3 3 (3.41%) SAS
4 2 (2.27%) GeoServer
4 2 (2.27%) PowerExchange
5 1 (1.14%) Oracle Spatial
Applications
1 7 (7.95%) MS Excel
2 6 (6.82%) MS Visio
3 5 (5.68%) MS Office
3 5 (5.68%) MS PowerPoint
4 2 (2.27%) MS Project
4 2 (2.27%) Spreadsheet
Business Applications
1 1 (1.14%) Markit EDM
1 1 (1.14%) thinkFolio
Communications & Networking
1 2 (2.27%) Internet
2 1 (1.14%) Intranet
Database & Business Intelligence
1 16 (18.18%) Oracle Database
2 12 (13.64%) Data Warehouse
3 10 (11.36%) GIS
3 10 (11.36%) PowerCenter
4 6 (6.82%) Big Data
5 5 (5.68%) Oracle Database 11g
5 5 (5.68%) Spatial Data
6 4 (4.55%) SQL Server
7 3 (3.41%) Data Lake
7 3 (3.41%) Hadoop
7 3 (3.41%) QlikView
8 2 (2.27%) NoSQL
8 2 (2.27%) Oracle BI EE
8 2 (2.27%) Oracle Database 10g
8 2 (2.27%) Oracle Reports
8 2 (2.27%) QGIS
8 2 (2.27%) SQL Server Reporting Services
9 1 (1.14%) Data Mart
9 1 (1.14%) SQL Server Integration Services
9 1 (1.14%) Star Schema
Development Applications
1 10 (11.36%) ERwin
2 2 (2.27%) Git (software)
2 2 (2.27%) Oracle APEX
2 2 (2.27%) Subversion
3 1 (1.14%) JIRA
General
1 48 (54.55%) Finance
2 29 (32.95%) Banking
3 5 (5.68%) Retail
4 4 (4.55%) Marketing
4 4 (4.55%) Retail Banking
5 2 (2.27%) Law
6 1 (1.14%) Financial Institution
6 1 (1.14%) Front Office
6 1 (1.14%) Investment Banking
6 1 (1.14%) Legal
Job Titles
1 47 (53.41%) Analyst
2 24 (27.27%) Business Analyst
2 24 (27.27%) Data Analyst
3 10 (11.36%) Developer
4 8 (9.09%) Consultant
5 7 (7.95%) Informatica Consultant
6 6 (6.82%) Change Manager
7 5 (5.68%) Angular Developer
7 5 (5.68%) Business Data Analyst
7 5 (5.68%) Data Business Analyst
7 5 (5.68%) GIS Developer
7 5 (5.68%) Open Source Developer
8 4 (4.55%) SQL Analyst
8 4 (4.55%) SQL Data Analyst
8 4 (4.55%) Systems Analyst
9 3 (3.41%) Database Developer
9 3 (3.41%) Digital Analyst
9 3 (3.41%) Digital Business Analyst
9 3 (3.41%) Senior Analyst
10 2 (2.27%) Finance Business Analyst
Libraries, Frameworks & Software Standards
1 5 (5.68%) .NET
1 5 (5.68%) AngularJS
1 5 (5.68%) Dojo
1 5 (5.68%) jQuery
2 2 (2.27%) Google Maps API
3 1 (1.14%) COM
Miscellaneous
1 10 (11.36%) Analytical Skills
2 7 (7.95%) Credit Risk
3 5 (5.68%) CMDB
3 5 (5.68%) User Experience
4 3 (3.41%) Data Structures
4 3 (3.41%) Mainframe
4 3 (3.41%) Management Information System
4 3 (3.41%) Reference Data
5 2 (2.27%) Data Integration
6 1 (1.14%) Data Centre
6 1 (1.14%) Derivative
6 1 (1.14%) Enterprise Software
6 1 (1.14%) Equities
6 1 (1.14%) Hedge funds
Operating Systems
1 14 (15.91%) Unix
2 2 (2.27%) Linux
2 2 (2.27%) Mac OS X
Processes & Methodologies
1 26 (29.55%) Data Modelling
1 26 (29.55%) Migration
2 19 (21.59%) Stakeholder Management
3 18 (20.45%) Data Migration
4 17 (19.32%) Business Analysis
4 17 (19.32%) ETL
5 14 (15.91%) Agile Software Development
6 11 (12.50%) Project Management
7 10 (11.36%) ETL Development
8 9 (10.23%) Change Management
9 7 (7.95%) Analytics
9 7 (7.95%) Asset Management
9 7 (7.95%) Continuous Improvement
10 6 (6.82%) ITIL
10 6 (6.82%) ITIL V3
10 6 (6.82%) Quality Management
10 6 (6.82%) Release Management
10 6 (6.82%) Risk Management
10 6 (6.82%) Translating Business Requirements
11 5 (5.68%) Business Intelligence
Programming Languages
1 31 (35.23%) SQL
2 7 (7.95%) Java
3 5 (5.68%) PL/SQL
4 2 (2.27%) Clojure
4 2 (2.27%) JavaScript
4 2 (2.27%) Ruby
4 2 (2.27%) VBA
5 1 (1.14%) T-SQL
Qualifications
1 6 (6.82%) Degree
2 2 (2.27%) ISEB
2 2 (2.27%) Security Cleared
3 1 (1.14%) BC Cleared
3 1 (1.14%) BPSS Clearance
3 1 (1.14%) HND
3 1 (1.14%) IIBA
3 1 (1.14%) MBA
Quality Assurance & Compliance
1 12 (13.64%) Data Quality
2 5 (5.68%) SLA
3 1 (1.14%) Disclosure Scotland
3 1 (1.14%) MiFID
3 1 (1.14%) QA
System Software
1 2 (2.27%) GeoWebCache
2 1 (1.14%) Active Directory
Vendors
1 22 (25.00%) Oracle
2 10 (11.36%) CA
2 10 (11.36%) Informatica
3 9 (10.23%) Teradata
4 6 (6.82%) HP
5 3 (3.41%) Trillium
6 2 (2.27%) Cognos
6 2 (2.27%) ESRI
6 2 (2.27%) Google
6 2 (2.27%) Salesforce.com
7 1 (1.14%) Charles River
7 1 (1.14%) GoldenSource
7 1 (1.14%) IBM
7 1 (1.14%) Microsoft
7 1 (1.14%) Splunk
7 1 (1.14%) Tableau
7 1 (1.14%) Virgin Media
Edinburgh, Midlothian
Hydrogen
Rate: £400.00 - £450.00 per day
Posted: 5 days ago
Edinburgh, Midlothian
Hydrogen
Rate: £390 - £400 per day
Posted: 4 days ago
Edinburgh, Midlothian
Hydrogen
Rate: £350.00 - £400.00 per day
Posted: 5 days ago