The table below looks at the statistics for Data Analysis skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Analysis over the 3 months to 28 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
28 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 65 50 56
Rank change year-on-year
-15 +6
Contract jobs citing Data Analysis 24 41 27
As % of all contract IT jobs located in Edinburgh 1.92% 2.55% 2.10%
As % of the Processes & Methodologies category 2.31% 3.10% 2.67%
Number of daily rates quoted 14 28 17
Median daily rate £400 £380 £380
Median daily rate % change year-on-year
+5.26% -
90% offered a daily rate of more than £300 £340 £279
10% offered a daily rate of more than £535 £483 £480
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £20.50
UK excluding London median hourly rate £15.53 £22.50 £27.25
% change year-on-year
-30.97% -17.43%
Data Analysis
Scotland

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

Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
1038 1322 1011
As % of all contract IT jobs located in Edinburgh 82.84% 82.32% 78.74%
Number of daily rates quoted 561 685 589
Median daily rate £390 £375 £400
Median daily rate % change year-on-year
+4.00% -6.25%
90% offered a daily rate of more than £280 £280 £265
10% offered a daily rate of more than £500 £500 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 8 9 13
Median hourly rate £42.50 £16.00 £18.00
Median hourly rate % change year-on-year
+165.62% -11.11%
90% offered a hourly rate of more than £11.03 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £42.50 £24.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

Data Analysis
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh 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 Edinburgh

Data Analysis
Daily Rate Trend in Edinburgh

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

Data Analysis Daily Rate Trend in Edinburgh

Data Analysis
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the Edinburgh region over the 3 months to 28 July 2016.

Data Analysis Daily Rate Histogram in Edinburgh

Data Analysis
Hourly Rate Trend in Edinburgh

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

Data Analysis Hourly Rate Trend in Edinburgh

Data Analysis
Top 30 Related IT Skills in Edinburgh

For the 6 months to 28 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 Edinburgh region with a requirement for Data Analysis.

1 34 (57.63%) Finance
2 23 (38.98%) Banking
3 21 (35.59%) SQL
4 20 (33.90%) Migration
5 19 (32.20%) Oracle
6 17 (28.81%) Data Modelling
7 15 (25.42%) ETL
7 15 (25.42%) Stakeholder Management
7 15 (25.42%) Data Migration
8 13 (22.03%) Oracle Database
9 11 (18.64%) Data Quality
10 10 (16.95%) ETL Development
10 10 (16.95%) ERwin
10 10 (16.95%) CA
10 10 (16.95%) Informatica
10 10 (16.95%) PowerCenter
10 10 (16.95%) Unix
10 10 (16.95%) Business Analysis
11 9 (15.25%) Teradata
12 7 (11.86%) GIS
12 7 (11.86%) Data Warehouse
13 6 (10.17%) Agile Software Development
13 6 (10.17%) Asset Management
13 6 (10.17%) Credit Risk
13 6 (10.17%) Analytics
13 6 (10.17%) Analytical Skills
14 5 (8.47%) AngularJS
14 5 (8.47%) User Experience
14 5 (8.47%) Translating Business Requirements
14 5 (8.47%) Spatial Data

Data Analysis
Top Related IT Skills in Edinburgh 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 5 (8.47%) ArcGIS
2 2 (3.39%) GeoServer
2 2 (3.39%) PowerExchange
2 2 (3.39%) SAS
3 1 (1.69%) Oracle Spatial
3 1 (1.69%) SharePoint
Applications
1 5 (8.47%) MS PowerPoint
1 5 (8.47%) MS Visio
2 3 (5.08%) MS Excel
3 2 (3.39%) MS Project
4 1 (1.69%) MS Office
Business Applications
1 1 (1.69%) thinkFolio
Communications & Networking
1 1 (1.69%) Intranet
Database & Business Intelligence
1 13 (22.03%) Oracle Database
2 10 (16.95%) PowerCenter
3 7 (11.86%) Data Warehouse
3 7 (11.86%) GIS
4 5 (8.47%) Spatial Data
5 4 (6.78%) Big Data
6 2 (3.39%) Data Lake
6 2 (3.39%) Hadoop
6 2 (3.39%) Oracle Database 11g
6 2 (3.39%) QGIS
6 2 (3.39%) SQL Server
7 1 (1.69%) Data Mart
7 1 (1.69%) Data Mining
7 1 (1.69%) MS Access
7 1 (1.69%) SQL Server 2008
7 1 (1.69%) SQL Server 2012
7 1 (1.69%) SQL Server Analysis Services
7 1 (1.69%) SQL Server Integration Services
7 1 (1.69%) SQL Server Reporting Services
7 1 (1.69%) Star Schema
Development Applications
1 10 (16.95%) ERwin
2 1 (1.69%) JIRA
General
1 34 (57.63%) Finance
2 23 (38.98%) Banking
3 3 (5.08%) Retail
4 2 (3.39%) Marketing
4 2 (3.39%) Retail Banking
5 1 (1.69%) Financial Institution
5 1 (1.69%) Investment Banking
5 1 (1.69%) Law
5 1 (1.69%) Legal
Job Titles
1 33 (55.93%) Analyst
2 18 (30.51%) Business Analyst
3 14 (23.73%) Data Analyst
4 8 (13.56%) Consultant
4 8 (13.56%) Developer
5 7 (11.86%) Informatica Consultant
6 5 (8.47%) Angular Developer
6 5 (8.47%) GIS Developer
6 5 (8.47%) Open Source Developer
7 4 (6.78%) Business Data Analyst
7 4 (6.78%) Systems Analyst
8 3 (5.08%) Digital Analyst
8 3 (5.08%) Digital Business Analyst
8 3 (5.08%) Senior Analyst
9 2 (3.39%) Data Business Analyst
9 2 (3.39%) Finance Business Analyst
9 2 (3.39%) HR Analyst
9 2 (3.39%) HR Business Analyst
9 2 (3.39%) Migration Analyst
9 2 (3.39%) Security Analyst
Libraries, Frameworks & Software Standards
1 5 (8.47%) .NET
1 5 (8.47%) AngularJS
1 5 (8.47%) Dojo
1 5 (8.47%) jQuery
2 1 (1.69%) COM
Miscellaneous
1 6 (10.17%) Analytical Skills
1 6 (10.17%) Credit Risk
2 5 (8.47%) User Experience
3 3 (5.08%) Mainframe
3 3 (5.08%) Reference Data
4 2 (3.39%) Data Integration
5 1 (1.69%) Data Structures
5 1 (1.69%) Enterprise Software
5 1 (1.69%) Hedge funds
Operating Systems
1 10 (16.95%) Unix
Processes & Methodologies
1 20 (33.90%) Migration
2 17 (28.81%) Data Modelling
3 15 (25.42%) Data Migration
3 15 (25.42%) ETL
3 15 (25.42%) Stakeholder Management
4 10 (16.95%) Business Analysis
4 10 (16.95%) ETL Development
5 6 (10.17%) Agile Software Development
5 6 (10.17%) Analytics
5 6 (10.17%) Asset Management
6 5 (8.47%) Open Source
6 5 (8.47%) Translating Business Requirements
7 3 (5.08%) BPR
7 3 (5.08%) Change Management
7 3 (5.08%) GAP Analysis
7 3 (5.08%) Information Security
7 3 (5.08%) Project Management
7 3 (5.08%) Service Delivery
7 3 (5.08%) Systems Analysis
7 3 (5.08%) User Acceptance Testing
Programming Languages
1 21 (35.59%) SQL
2 5 (8.47%) Java
3 3 (5.08%) PL/SQL
4 2 (3.39%) VBA
5 1 (1.69%) T-SQL
Qualifications
1 2 (3.39%) Degree
2 1 (1.69%) IIBA
2 1 (1.69%) ISEB
2 1 (1.69%) MBA
Quality Assurance & Compliance
1 11 (18.64%) Data Quality
2 1 (1.69%) Disclosure Scotland
2 1 (1.69%) MiFID
2 1 (1.69%) QA
System Software
1 2 (3.39%) GeoWebCache
2 1 (1.69%) Active Directory
Vendors
1 19 (32.20%) Oracle
2 10 (16.95%) CA
2 10 (16.95%) Informatica
3 9 (15.25%) Teradata
4 2 (3.39%) ESRI
4 2 (3.39%) Trillium
5 1 (1.69%) Charles River
5 1 (1.69%) Cognos
5 1 (1.69%) GoldenSource
5 1 (1.69%) HP
5 1 (1.69%) Microsoft
Edinburgh, Midlothian
Hydrogen
Rate: £340 - £390 per day
Posted: Yesterday
Edinburgh, Midlothian
TEKsystems
Rate: £450 - £475 per day
Posted: Yesterday