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 28 August 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 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 96 66 72
Rank change year-on-year
-30 +6
Contract jobs citing Data Analysis 30 71 59
As % of all contract IT jobs located in Scotland 1.34% 2.17% 2.13%
As % of the Processes & Methodologies category 1.62% 2.65% 2.66%
Number of daily rates quoted 22 35 19
Median daily rate £375 £400 £350
Median daily rate % change year-on-year
-6.25% +14.28%
90% offered a daily rate of more than £295 £300 £128
10% offered a daily rate of more than £459 £485 £418
UK excluding London median daily rate £375 £375 £368
% change year-on-year
- +2.04%
Number of hourly rates quoted 2 1 1
Median hourly rate £9.37 £51.00 £20.50
Median hourly rate % change year-on-year
-81.62% +148.78%
UK excluding London median hourly rate £20.00 £22.50 £27.25
% change year-on-year
-11.11% -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
1849 2680 2219
As % of all contract IT jobs located in Scotland 82.62% 81.78% 80.11%
Number of daily rates quoted 1087 1401 1136
Median daily rate £360 £375 £375
Median daily rate % change year-on-year
-4.00% -
90% offered a daily rate of more than £270 £270 £251
10% offered a daily rate of more than £475 £482 £490
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 39 60 29
Median hourly rate £38.00 £30.50 £22.50
Median hourly rate % change year-on-year
+24.59% +35.55%
90% offered a hourly rate of more than £11.37 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £55.00 £165.00
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

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 28 August 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 28 August 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 -12 20 £400 -5.88% 3
Glasgow -14 6 £400 +28.00%
North Lanarkshire - 2 - -
West Lothian +9 1 £375 +13.63%
Stirling +3 1 £325 -13.33% 1
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Scotland

For the 6 months to 28 August 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 40 (51.28%) Finance
2 28 (35.90%) SQL
3 25 (32.05%) Banking
4 23 (29.49%) Migration
5 21 (26.92%) Data Modelling
6 20 (25.64%) Oracle
7 19 (24.36%) Stakeholder Management
8 17 (21.79%) Business Analysis
9 16 (20.51%) ETL
9 16 (20.51%) Data Migration
10 13 (16.67%) Oracle Database
11 12 (15.38%) Analytical Skills
11 12 (15.38%) Data Warehouse
11 12 (15.38%) Project Management
12 11 (14.10%) Unix
12 11 (14.10%) Agile Software Development
12 11 (14.10%) Data Quality
13 10 (12.82%) ETL Development
13 10 (12.82%) CA
13 10 (12.82%) Informatica
13 10 (12.82%) PowerCenter
13 10 (12.82%) ERwin
14 9 (11.54%) GIS
14 9 (11.54%) Teradata
14 9 (11.54%) Continuous Improvement
15 8 (10.26%) Change Management
15 8 (10.26%) MS Excel
16 7 (8.97%) Risk Management
16 7 (8.97%) Credit Risk
17 6 (7.69%) Release Management

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 (7.69%) SharePoint
2 4 (5.13%) SAS
3 3 (3.85%) ArcGIS
4 2 (2.56%) GeoServer
4 2 (2.56%) PowerExchange
5 1 (1.28%) Oracle Spatial
Applications
1 8 (10.26%) MS Excel
2 6 (7.69%) MS Visio
3 5 (6.41%) MS PowerPoint
4 4 (5.13%) MS Office
5 3 (3.85%) Spreadsheet
6 2 (2.56%) MS Project
7 1 (1.28%) AutoCAD
Business Applications
1 1 (1.28%) thinkFolio
Communications & Networking
1 2 (2.56%) Internet
Database & Business Intelligence
1 13 (16.67%) Oracle Database
2 12 (15.38%) Data Warehouse
3 10 (12.82%) PowerCenter
4 9 (11.54%) GIS
5 5 (6.41%) Big Data
5 5 (6.41%) SQL Server
6 3 (3.85%) Oracle Database 11g
6 3 (3.85%) QlikView
6 3 (3.85%) Spatial Data
7 2 (2.56%) Data Lake
7 2 (2.56%) Hadoop
7 2 (2.56%) Oracle BI EE
7 2 (2.56%) QGIS
7 2 (2.56%) SQL Server Integration Services
7 2 (2.56%) SQL Server Reporting Services
8 1 (1.28%) Data Mart
8 1 (1.28%) Data Mining
8 1 (1.28%) Oracle Database 10g
8 1 (1.28%) PostgreSQL
8 1 (1.28%) RDBMS
Development Applications
1 10 (12.82%) ERwin
2 1 (1.28%) JIRA
2 1 (1.28%) Oracle APEX
General
1 40 (51.28%) Finance
2 25 (32.05%) Banking
3 4 (5.13%) Marketing
3 4 (5.13%) Retail
4 2 (2.56%) Investment Banking
4 2 (2.56%) Retail Banking
5 1 (1.28%) Automotive
5 1 (1.28%) German Language
5 1 (1.28%) Law
5 1 (1.28%) Legal
Job Titles
1 41 (52.56%) Analyst
2 23 (29.49%) Data Analyst
3 20 (25.64%) Business Analyst
4 8 (10.26%) Consultant
5 7 (8.97%) Developer
5 7 (8.97%) Informatica Consultant
6 6 (7.69%) Change Manager
7 4 (5.13%) Business Data Analyst
7 4 (5.13%) Data Business Analyst
7 4 (5.13%) Systems Analyst
8 3 (3.85%) Angular Developer
8 3 (3.85%) GIS Developer
8 3 (3.85%) Open Source Developer
8 3 (3.85%) Senior Analyst
8 3 (3.85%) SQL Analyst
8 3 (3.85%) SQL Data Analyst
9 2 (2.56%) Business Intelligence Data Analyst
9 2 (2.56%) Financial Services Business Analyst
9 2 (2.56%) HR Business Analyst
9 2 (2.56%) Migration Analyst
Libraries, Frameworks & Software Standards
1 4 (5.13%) AngularJS
2 3 (3.85%) .NET
2 3 (3.85%) Dojo
2 3 (3.85%) jQuery
3 2 (2.56%) Google Maps API
4 1 (1.28%) COM
4 1 (1.28%) Node.js
Miscellaneous
1 12 (15.38%) Analytical Skills
2 7 (8.97%) Credit Risk
3 5 (6.41%) CMDB
4 4 (5.13%) Data Integration
4 4 (5.13%) Management Information System
4 4 (5.13%) Reference Data
5 3 (3.85%) User Experience
6 2 (2.56%) Mainframe
7 1 (1.28%) Data Structures
7 1 (1.28%) Visualisation
Operating Systems
1 11 (14.10%) Unix
Processes & Methodologies
1 23 (29.49%) Migration
2 21 (26.92%) Data Modelling
3 19 (24.36%) Stakeholder Management
4 17 (21.79%) Business Analysis
5 16 (20.51%) Data Migration
5 16 (20.51%) ETL
6 12 (15.38%) Project Management
7 11 (14.10%) Agile Software Development
8 10 (12.82%) ETL Development
9 9 (11.54%) Continuous Improvement
10 8 (10.26%) Change Management
11 7 (8.97%) Risk Management
12 6 (7.69%) ITIL
12 6 (7.69%) ITIL V3
12 6 (7.69%) Quality Management
12 6 (7.69%) Release Management
13 5 (6.41%) Analytics
13 5 (6.41%) Asset Management
13 5 (6.41%) Process Improvement
13 5 (6.41%) Translating Business Requirements
Programming Languages
1 28 (35.90%) SQL
2 5 (6.41%) PL/SQL
3 3 (3.85%) Java
3 3 (3.85%) VBA
4 1 (1.28%) JavaScript
Qualifications
1 4 (5.13%) Degree
2 2 (2.56%) HND
2 2 (2.56%) Security Cleared
3 1 (1.28%) BC Cleared
3 1 (1.28%) BPSS Clearance
3 1 (1.28%) MBA
Quality Assurance & Compliance
1 11 (14.10%) Data Quality
2 5 (6.41%) SLA
3 1 (1.28%) Disclosure Scotland
3 1 (1.28%) MiFID
3 1 (1.28%) QA
System Software
1 2 (2.56%) GeoWebCache
Vendors
1 20 (25.64%) Oracle
2 10 (12.82%) CA
2 10 (12.82%) Informatica
3 9 (11.54%) Teradata
4 6 (7.69%) HP
5 3 (3.85%) Trillium
6 2 (2.56%) Cognos
6 2 (2.56%) ESRI
6 2 (2.56%) Google
6 2 (2.56%) Microsoft
6 2 (2.56%) Salesforce.com
6 2 (2.56%) Virgin Media
7 1 (1.28%) Charles River
7 1 (1.28%) GoldenSource
7 1 (1.28%) IBM
7 1 (1.28%) Tableau
Edinburgh, Midlothian
Hydrogen
Rate: £310.00 - £330.00 per day
Posted: 4 days ago
Edinburgh, Midlothian
TEKsystems
Rate: £23 - £27 per hour
Posted: 2 days ago