The table below looks at the statistics for Data Architecture 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 Architecture over the 3 months to 28 September 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 Sep 2016
Same period 2015 Same period 2014
Data Architecture
Rank 116 127 119
Rank change year-on-year
+11 -8
Contract jobs citing Data Architecture 10 8 14
As % of all contract IT jobs located in Scotland 0.45% 0.25% 0.51%
As % of the Processes & Methodologies category 0.56% 0.30% 0.66%
Number of daily rates quoted 6 3 9
Median daily rate £450 £500 £400
Median daily rate % change year-on-year
-10.00% +25.00%
90% offered a daily rate of more than £400 £500 £320
10% offered a daily rate of more than £463 £560 £549
UK excluding London median daily rate £523 £500 £475
% change year-on-year
+4.50% +5.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £41.25 £82.00
% change year-on-year
- -49.69%
Data Architecture
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
1793 2654 2125
As % of all contract IT jobs located in Scotland 81.46% 82.27% 77.87%
Number of daily rates quoted 1084 1381 1161
Median daily rate £363 £375 £375
Median daily rate % change year-on-year
-3.33% -
90% offered a daily rate of more than £275 £262 £250
10% offered a daily rate of more than £475 £500 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 45 54 40
Median hourly rate £38.50 £23.35 £32.50
Median hourly rate % change year-on-year
+64.88% -28.15%
90% offered a hourly rate of more than £11.98 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £50.00 £135.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Data Architecture
Jobs Demand Trend in Scotland

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

Data Architecture Jobs Demand Trend in Scotland

Data Architecture
Daily Rate Trend in Scotland

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

Data Architecture Daily Rate Trend in Scotland

Data Architecture
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 Architecture within the Scotland region over the 3 months to 28 September 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
Glasgow +8 5 £450 -10.00% 1
Edinburgh +15 4 £425 - 5
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 28 September 2016, IT contractor jobs citing Data Architecture 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 Architecture.

1 28 (60.87%) Data Modelling
2 26 (56.52%) Finance
3 23 (50.00%) ETL
4 21 (45.65%) Data Warehouse
5 17 (36.96%) Dimensional Modelling
6 14 (30.43%) Teradata
7 13 (28.26%) Stakeholder Management
8 10 (21.74%) Data Mapping
8 10 (21.74%) Data Integration
9 9 (19.57%) Enterprise Data Warehouse
9 9 (19.57%) SQL
10 8 (17.39%) ERP
10 8 (17.39%) Migration
11 7 (15.22%) Data Management
12 6 (13.04%) Microsoft
12 6 (13.04%) Data Quality
13 5 (10.87%) Big Data
13 5 (10.87%) Business Intelligence
13 5 (10.87%) SQL Server
13 5 (10.87%) Agile Software Development
13 5 (10.87%) Enterprise Architecture
14 4 (8.70%) Software Testing
14 4 (8.70%) Data Migration
14 4 (8.70%) Retail
14 4 (8.70%) Technical Architecture
14 4 (8.70%) TOGAF
14 4 (8.70%) Scrum
14 4 (8.70%) PLM
14 4 (8.70%) Teamcenter
14 4 (8.70%) Change Management

Data Architecture
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 3 (6.52%) CMS
2 2 (4.35%) Apache Spark
2 2 (4.35%) BizTalk Server
2 2 (4.35%) SAS
3 1 (2.17%) IBM Connections
Applications
1 1 (2.17%) MS Excel
1 1 (2.17%) Spreadsheet
Business Applications
1 4 (8.70%) Teamcenter
2 3 (6.52%) Dynamics CRM
3 1 (2.17%) Oracle ERP
Database & Business Intelligence
1 21 (45.65%) Data Warehouse
2 9 (19.57%) Enterprise Data Warehouse
3 5 (10.87%) Big Data
3 5 (10.87%) SQL Server
4 3 (6.52%) Data Mart
4 3 (6.52%) QlikView
4 3 (6.52%) SQL Server Integration Services
5 2 (4.35%) BusinessObjects
5 2 (4.35%) MongoDB
5 2 (4.35%) NoSQL
5 2 (4.35%) RDBMS
5 2 (4.35%) Relational Database
5 2 (4.35%) SAS EBI
6 1 (2.17%) Apache Cassandra
6 1 (2.17%) Oracle BI EE
General
1 26 (56.52%) Finance
2 4 (8.70%) Law
2 4 (8.70%) Retail
3 3 (6.52%) Banking
3 3 (6.52%) Manufacturing
4 2 (4.35%) Retail Banking
Job Titles
1 39 (84.78%) Architect
2 38 (82.61%) Data Architect
3 15 (32.61%) Data Warehouse Architect
4 8 (17.39%) Solutions Architect
5 3 (6.52%) Support Team Leader
6 2 (4.35%) Project Manager
7 1 (2.17%) Analyst
7 1 (2.17%) Banking Project Manager
7 1 (2.17%) Big Data Architect
7 1 (2.17%) Business Analyst
7 1 (2.17%) Business Intelligence Developer
7 1 (2.17%) Cassandra Architect
7 1 (2.17%) Data Engineer
7 1 (2.17%) Data Modeller
7 1 (2.17%) Data Warehouse Specialist
7 1 (2.17%) Developer
7 1 (2.17%) NoSQL Architect
7 1 (2.17%) OBIEE Developer
7 1 (2.17%) SQL Server Architect
7 1 (2.17%) Teradata Architect
Miscellaneous
1 10 (21.74%) Data Integration
2 3 (6.52%) Analytical Skills
3 1 (2.17%) Enterprise Software
3 1 (2.17%) Visualisation
Processes & Methodologies
1 28 (60.87%) Data Modelling
2 23 (50.00%) ETL
3 17 (36.96%) Dimensional Modelling
4 13 (28.26%) Stakeholder Management
5 10 (21.74%) Data Mapping
6 8 (17.39%) ERP
6 8 (17.39%) Migration
7 7 (15.22%) Data Management
8 5 (10.87%) Agile Software Development
8 5 (10.87%) Business Intelligence
8 5 (10.87%) Enterprise Architecture
9 4 (8.70%) CAD
9 4 (8.70%) Change Management
9 4 (8.70%) Data Migration
9 4 (8.70%) PLM
9 4 (8.70%) Scrum
9 4 (8.70%) Software Testing
9 4 (8.70%) Technical Architecture
9 4 (8.70%) Test Scripting
9 4 (8.70%) TOGAF
Programming Languages
1 9 (19.57%) SQL
2 1 (2.17%) Python
2 1 (2.17%) VBA
Quality Assurance & Compliance
1 6 (13.04%) Data Quality
2 1 (2.17%) Disclosure Scotland
2 1 (2.17%) PCI DSS
Vendors
1 14 (30.43%) Teradata
2 6 (13.04%) Microsoft
3 4 (8.70%) Infor
3 4 (8.70%) Oracle
3 4 (8.70%) Salesforce.com
4 3 (6.52%) Cognos
4 3 (6.52%) Siemens
5 2 (4.35%) IBM
5 2 (4.35%) MuleSoft
5 2 (4.35%) Tableau
6 1 (2.17%) Capita
6 1 (2.17%) Informatica
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £400 per day
Posted: 15 hours ago