The statistics below represent IT jobs advertised across the Scotland region that had Data Architect featuring in the job title. Included is a guide to the salaries offered over the 3 months to 23 February 2017 with a comparison to same period over 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Architect
UK / Scotland
Rank 121 144 141
Rank change year-on-year
+23 -3
Permanent jobs requiring a Data Architect 20 15 22
As % of all permanent IT jobs located in Scotland 0.88% 0.51% 0.69%
As % of the Job Titles category 0.92% 0.53% 0.72%
Number of salaries quoted 17 8 20
Median salary £77,500 £59,750 £65,000
Median salary % change year-on-year
+29.70% -8.07%
90% offered a salary of more than £71,500 £48,700 £50,000
10% offered a salary of more than £86,000 £76,000 £75,000
UK excluding London median salary £70,000 £67,500 £70,000
% change year-on-year
+3.70% -3.57%

The following table is for comparison with the above and provides statistics for the entire Job Titles category in permanent jobs advertised in the Scotland region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of permanent jobs in the overall sample.

Job Titles Category
Scotland
Permanent IT job ads with a match in the
Job Titles category
2179 2840 3039
As % of all permanent IT jobs located in Scotland 95.99% 95.62% 95.57%
Number of salaries quoted 1418 1829 1935
Median salary £42,500 £43,750 £42,500
Median salary % change year-on-year
-2.85% +2.94%
90% offered a salary of more than £28,375 £30,000 £28,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £41,500 £42,000 £40,000
% change year-on-year
-1.19% +5.00%

Data Architect
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region that featured Data Architect in the job title.

Data Architect Jobs Demand Trend in Scotland

Data Architect
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Architect across the Scotland region.

Data Architect Salary Trend in Scotland

Data Architect
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Architect across the Scotland region over the 3 months to 23 February 2017.

Data Architect Salary Histogram in Scotland

Data Architect
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architect within the Scotland region over the 3 months to 23 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +16 20 £77,500 +14.81% 3
Glasgow +18 1 - -
Data Architect
UK

Data Architect Skill Set
Top 30 Related IT Skills in Scotland

For the 6 months to 23 February 2017, Data Architect job roles required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region featuring Data Architect in the job title.

1 21 (77.78%) Hadoop
2 19 (70.37%) Data Modelling
3 18 (66.67%) Finance
4 16 (59.26%) Analytics
5 14 (51.85%) Business Intelligence
6 13 (48.15%) Data Architecture
6 13 (48.15%) RDBMS
6 13 (48.15%) Relational Database
7 12 (44.44%) Data Management
8 11 (40.74%) Big Data
8 11 (40.74%) Apache Hive
8 11 (40.74%) NoSQL
9 10 (37.04%) Machine Learning
9 10 (37.04%) Kafka
9 10 (37.04%) Apache Spark
9 10 (37.04%) Oracle
10 9 (33.33%) Data Warehouse
10 9 (33.33%) Taxonomies
11 8 (29.63%) Degree
11 8 (29.63%) IBM
11 8 (29.63%) ERwin
12 7 (25.93%) SQL Server
12 7 (25.93%) Enterprise Architecture
12 7 (25.93%) ETL
12 7 (25.93%) Data Integration
12 7 (25.93%) Open Source
13 6 (22.22%) Data Mapping
13 6 (22.22%) Teradata
13 6 (22.22%) Predictive Analytics
13 6 (22.22%) Logical Data Model

Data Architect Skill Set
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 10 (37.04%) Apache Spark
2 5 (18.52%) Apache Pig
3 4 (14.81%) GemFire
3 4 (14.81%) Oracle SOA Suite
Applications
1 1 (3.70%) MS Visio
Cloud Services
1 1 (3.70%) Amazon AWS
1 1 (3.70%) Amazon EMR
1 1 (3.70%) Cloud Computing
Database & Business Intelligence
1 21 (77.78%) Hadoop
2 13 (48.15%) RDBMS
2 13 (48.15%) Relational Database
3 11 (40.74%) Apache Hive
3 11 (40.74%) Big Data
3 11 (40.74%) NoSQL
4 9 (33.33%) Data Warehouse
5 7 (25.93%) SQL Server
6 6 (22.22%) HBase
7 4 (14.81%) Apache Cassandra
7 4 (14.81%) Sqoop
8 1 (3.70%) Data Lake
8 1 (3.70%) Data Mining
8 1 (3.70%) OLAP
8 1 (3.70%) OLTP
8 1 (3.70%) Spatial Data
8 1 (3.70%) SQL Server Analysis Services
8 1 (3.70%) SQL Server Integration Services
8 1 (3.70%) SQL Server Reporting Services
Development Applications
1 8 (29.63%) ERwin
2 1 (3.70%) MagicDraw
General
1 18 (66.67%) Finance
2 2 (7.41%) Banking
3 1 (3.70%) Retail
3 1 (3.70%) Retail Banking
Libraries, Frameworks & Software Standards
1 10 (37.04%) Kafka
2 4 (14.81%) Drools
2 4 (14.81%) Ehcache
3 1 (3.70%) Web Services
3 1 (3.70%) XML
Miscellaneous
1 9 (33.33%) Taxonomies
2 6 (22.22%) Analytical Skills
3 4 (14.81%) Computer Science
3 4 (14.81%) N-Tier
4 1 (3.70%) Management Information System
4 1 (3.70%) User Experience
Operating Systems
1 4 (14.81%) Unix
1 4 (14.81%) Windows
Processes & Methodologies
1 19 (70.37%) Data Modelling
2 16 (59.26%) Analytics
3 14 (51.85%) Business Intelligence
4 13 (48.15%) Data Architecture
5 12 (44.44%) Data Management
6 10 (37.04%) Machine Learning
7 7 (25.93%) Data Integration
7 7 (25.93%) Enterprise Architecture
7 7 (25.93%) ETL
7 7 (25.93%) Open Source
8 6 (22.22%) Data Mapping
8 6 (22.22%) Logical Data Model
8 6 (22.22%) Metadata Management
8 6 (22.22%) Predictive Analytics
9 5 (18.52%) Data Security
9 5 (18.52%) MapReduce
9 5 (18.52%) Master Data Management
9 5 (18.52%) Ontologies
9 5 (18.52%) UML
10 4 (14.81%) Validation
Programming Languages
1 4 (14.81%) SQL
Qualifications
1 8 (29.63%) Degree
Quality Assurance & Compliance
1 2 (7.41%) Data Quality
2 1 (3.70%) ISO20022
System Software
1 4 (14.81%) HDFS
Systems Management
1 4 (14.81%) Oozie
Vendors
1 10 (37.04%) Oracle
2 8 (29.63%) IBM
3 6 (22.22%) Teradata
4 4 (14.81%) Sybase
4 4 (14.81%) Terracotta
5 1 (3.70%) Microsoft
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