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 4 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
4 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 106 112 112
Rank change year-on-year
+6 0
Contract jobs citing Data Architecture 13 20 16
As % of all contract IT jobs located in Scotland 0.66% 0.69% 0.56%
As % of the Processes & Methodologies category 0.82% 0.87% 0.73%
Number of daily rates quoted 10 9 8
Median daily rate £448 £500 £460
Median daily rate % change year-on-year
-10.50% +8.69%
90% offered a daily rate of more than £398 £440 £400
10% offered a daily rate of more than £578 £550 £530
UK excluding London median daily rate £495 £475 £488
% change year-on-year
+4.10% -2.56%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £21.50 £59.75
% change year-on-year
- -64.01%
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
1589 2287 2198
As % of all contract IT jobs located in Scotland 80.41% 79.33% 77.15%
Number of daily rates quoted 940 1202 1231
Median daily rate £375 £375 £380
Median daily rate % change year-on-year
- -1.31%
90% offered a daily rate of more than £275 £250 £270
10% offered a daily rate of more than £510 £500 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 36 40 24
Median hourly rate £38.00 £40.00 £35.00
Median hourly rate % change year-on-year
-5.00% +14.28%
90% offered a hourly rate of more than £14.50 £12.35 £16.81
10% offered a hourly rate of more than £45.00 £47.00 £50.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architecture across the Scotland region over the 3 months to 4 December 2016.

Data Architecture Daily Rate Histogram 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 4 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
Edinburgh +6 6 £435 -13.00% 1
Glasgow +14 4 £451 -
Stirling - 2 £450 -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 4 December 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 22 (70.97%) Data Modelling
2 17 (54.84%) ETL
3 16 (51.61%) Finance
4 14 (45.16%) Data Warehouse
5 9 (29.03%) Dimensional Modelling
6 8 (25.81%) Data Integration
7 7 (22.58%) Business Intelligence
7 7 (22.58%) Teradata
7 7 (22.58%) Agile Software Development
7 7 (22.58%) Data Management
8 6 (19.35%) QlikView
8 6 (19.35%) SQL
9 5 (16.13%) Oracle
9 5 (16.13%) BusinessObjects
9 5 (16.13%) Stakeholder Management
9 5 (16.13%) Data Mapping
9 5 (16.13%) Big Data
9 5 (16.13%) Logical Data Model
9 5 (16.13%) Physical Data Model
9 5 (16.13%) Enterprise Data Warehouse
9 5 (16.13%) Analytical Skills
10 4 (12.90%) Apache Spark
10 4 (12.90%) Data Governance
10 4 (12.90%) NoSQL
10 4 (12.90%) Data Visualisation
10 4 (12.90%) Visualisation
10 4 (12.90%) MongoDB
10 4 (12.90%) Microsoft
10 4 (12.90%) Migration
10 4 (12.90%) Enterprise Architecture

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 4 (12.90%) Apache Spark
2 2 (6.45%) CMS
2 2 (6.45%) SAS
3 1 (3.23%) BizTalk Server
Applications
1 1 (3.23%) MS Excel
1 1 (3.23%) Spreadsheet
Business Applications
1 2 (6.45%) Dynamics CRM
2 1 (3.23%) Sonata
2 1 (3.23%) Teamcenter
Database & Business Intelligence
1 14 (45.16%) Data Warehouse
2 6 (19.35%) QlikView
3 5 (16.13%) Big Data
3 5 (16.13%) BusinessObjects
3 5 (16.13%) Enterprise Data Warehouse
4 4 (12.90%) MongoDB
4 4 (12.90%) NoSQL
5 3 (9.68%) Apache Cassandra
5 3 (9.68%) SQL Server
6 2 (6.45%) Pentaho
6 2 (6.45%) SAS EBI
7 1 (3.23%) Data Mart
7 1 (3.23%) Oracle BI EE
7 1 (3.23%) Oracle Database
7 1 (3.23%) RDBMS
7 1 (3.23%) Relational Database
7 1 (3.23%) SQL Server Integration Services
Development Applications
1 2 (6.45%) Talend Open Studio
2 1 (3.23%) ERwin
General
1 16 (51.61%) Finance
2 3 (9.68%) Banking
2 3 (9.68%) Retail
3 1 (3.23%) Law
3 1 (3.23%) Manufacturing
3 1 (3.23%) Retail Banking
Job Titles
1 25 (80.65%) Architect
2 24 (77.42%) Data Architect
3 7 (22.58%) Data Warehouse Architect
4 4 (12.90%) Solutions Architect
5 2 (6.45%) Data Modeller
6 1 (3.23%) Analyst
6 1 (3.23%) Big Data Architect
6 1 (3.23%) Business Architect
6 1 (3.23%) Business Intelligence Developer
6 1 (3.23%) Cassandra Architect
6 1 (3.23%) Data Warehouse Specialist
6 1 (3.23%) Designer
6 1 (3.23%) Developer
6 1 (3.23%) Enterprise Architect
6 1 (3.23%) Enterprise Data Architect
6 1 (3.23%) Lead Architect
6 1 (3.23%) Lead Data Architect
6 1 (3.23%) Project Manager
6 1 (3.23%) Support Team Leader
6 1 (3.23%) Systems Analyst
Miscellaneous
1 8 (25.81%) Data Integration
2 5 (16.13%) Analytical Skills
3 4 (12.90%) Visualisation
4 1 (3.23%) Enterprise Software
4 1 (3.23%) Management Information System
Processes & Methodologies
1 22 (70.97%) Data Modelling
2 17 (54.84%) ETL
3 9 (29.03%) Dimensional Modelling
4 7 (22.58%) Agile Software Development
4 7 (22.58%) Business Intelligence
4 7 (22.58%) Data Management
5 5 (16.13%) Data Mapping
5 5 (16.13%) Logical Data Model
5 5 (16.13%) Physical Data Model
5 5 (16.13%) Stakeholder Management
6 4 (12.90%) Data Governance
6 4 (12.90%) Data Visualisation
6 4 (12.90%) Enterprise Architecture
6 4 (12.90%) Migration
7 3 (9.68%) Analytics
7 3 (9.68%) ERP
7 3 (9.68%) Scrum
8 2 (6.45%) ETL Development
8 2 (6.45%) Kimball Methodology
8 2 (6.45%) Target Operating Model
Programming Languages
1 6 (19.35%) SQL
2 1 (3.23%) Python
2 1 (3.23%) VBA
Qualifications
1 1 (3.23%) Oracle Certification
Quality Assurance & Compliance
1 2 (6.45%) Data Quality
Vendors
1 7 (22.58%) Teradata
2 5 (16.13%) Oracle
3 4 (12.90%) Microsoft
4 3 (9.68%) Tableau
5 2 (6.45%) Infor
5 2 (6.45%) Salesforce.com
5 2 (6.45%) Talend
6 1 (3.23%) Capita
6 1 (3.23%) Cognos
6 1 (3.23%) Informatica
6 1 (3.23%) MuleSoft