Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
Scotland > Edinburgh
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 108 109 97
Rank change year-on-year +1 -12 +12
Contract jobs citing Data Integration 27 12 37
As % of all contract IT jobs advertised in Edinburgh 0.91% 0.56% 1.17%
As % of the Processes & Methodologies category 1.08% 0.67% 1.41%
Number of daily rates quoted 23 12 29
Edinburgh median daily rate £400 £431 £380
Median daily rate % change year-on-year -7.25% +13.49% +16.92%
10th Percentile £381 £288 £278
90th Percentile £575 £525 £738
Scotland median daily rate £400 £450 £400
% change year-on-year -11.11% +12.50% +0.63%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2492 1787 2630
As % of all contract IT jobs advertised in Edinburgh 84.33% 83.90% 83.10%
Number of daily rates quoted 1457 1024 1353
Edinburgh median daily rate £400 £388 £388
Median daily rate % change year-on-year +3.23% - -3.13%
10th Percentile £263 £260 £263
90th Percentile £550 £525 £525
Scotland median daily rate £390 £356 £375
% change year-on-year +9.55% -5.07% -
Number of hourly rates quoted 19 26 20
Edinburgh median hourly rate £21.00 £19.75 £17.76
Median hourly rate % change year-on-year +6.33% +11.20% +12.62%
10th Percentile £11.23 £11.25 £11.87
90th Percentile £36.68 £46.69 £40.38
Scotland median hourly rate £24.50 £21.00 £25.00
% change year-on-year +16.67% -16.00% +11.11%

Data Integration
Job Vacancy Trend in Edinburgh

Job postings citing Data Integration as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Integration in Edinburgh

Data Integration
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Data Integration in Edinburgh

Data Integration
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Data Integration in Edinburgh over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Integration in Edinburgh

For the 6 months to 22 November 2017, IT contractor jobs citing Data Integration 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 Integration.

1 15 (55.56%) Data Analysis
2 13 (48.15%) Data Quality
3 12 (44.44%) Migration
3 12 (44.44%) Informatica
4 11 (40.74%) PowerCenter
4 11 (40.74%) SQL
5 10 (37.04%) Data Migration
6 9 (33.33%) SQL Server
7 8 (29.63%) Data Warehouse
7 8 (29.63%) Business Intelligence
8 7 (25.93%) T-SQL
8 7 (25.93%) Finance
8 7 (25.93%) SQL Server Analysis Services
9 6 (22.22%) SQL Server Reporting Services
9 6 (22.22%) Microsoft
10 5 (18.52%) SharePoint
10 5 (18.52%) PowerShell
10 5 (18.52%) Team Foundation Server
10 5 (18.52%) PowerPivot
10 5 (18.52%) SQL Server 2012
11 4 (14.81%) Big Data
11 4 (14.81%) ETL
11 4 (14.81%) Unix
11 4 (14.81%) Data Management
12 3 (11.11%) Agile Software Development
12 3 (11.11%) Banking
12 3 (11.11%) QA
12 3 (11.11%) User Acceptance Testing
12 3 (11.11%) Oracle
12 3 (11.11%) Data Modelling

Data Integration
Co-occurring 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 (18.52%) SharePoint
2 2 (7.41%) Apache Spark
Database & Business Intelligence
1 11 (40.74%) PowerCenter
2 9 (33.33%) SQL Server
3 8 (29.63%) Data Warehouse
4 7 (25.93%) SQL Server Analysis Services
5 6 (22.22%) SQL Server Reporting Services
6 5 (18.52%) PowerPivot
6 5 (18.52%) SQL Server 2012
7 4 (14.81%) Big Data
8 2 (7.41%) Apache Hive
8 2 (7.41%) Enterprise Data Warehouse
8 2 (7.41%) Impala
8 2 (7.41%) SQL Server 2008
8 2 (7.41%) SQL Server Integration Services
9 1 (3.70%) Relational Database
9 1 (3.70%) Snowflake Schema
9 1 (3.70%) Star Schema
Development Applications
1 5 (18.52%) Team Foundation Server
2 2 (7.41%) Git (software)
2 2 (7.41%) Maven
General
1 7 (25.93%) Finance
2 3 (11.11%) Banking
3 1 (3.70%) Billing
3 1 (3.70%) Investment Banking
Job Titles
1 21 (77.78%) Developer
2 11 (40.74%) Informatica Developer
3 7 (25.93%) SQL Developer
4 4 (14.81%) SQL Server Developer
5 3 (11.11%) Business Intelligence Developer
6 2 (7.41%) Big Data Developer
6 2 (7.41%) Business Intelligence Lead
6 2 (7.41%) Java Developer
6 2 (7.41%) SQL BI Developer
6 2 (7.41%) SSAS Developer
6 2 (7.41%) Technical Leader
7 1 (3.70%) Analyst
7 1 (3.70%) Business Manager
7 1 (3.70%) Data Architect
7 1 (3.70%) Data Modeller
7 1 (3.70%) Lead Developer
7 1 (3.70%) Senior Business Analyst
7 1 (3.70%) Senior Developer
7 1 (3.70%) Senior Manager
7 1 (3.70%) Senior Tester
Libraries, Frameworks & Software Standards
1 1 (3.70%) Middleware
Miscellaneous
1 2 (7.41%) Analytical Skills
2 1 (3.70%) Data Structures
2 1 (3.70%) Management Information System
2 1 (3.70%) N-Tier
Operating Systems
1 4 (14.81%) Unix
Processes & Methodologies
1 15 (55.56%) Data Analysis
2 12 (44.44%) Migration
3 10 (37.04%) Data Migration
4 8 (29.63%) Business Intelligence
5 4 (14.81%) Data Management
5 4 (14.81%) ETL
6 3 (11.11%) Agile Software Development
6 3 (11.11%) Data Modelling
6 3 (11.11%) User Acceptance Testing
7 2 (7.41%) Data Governance
7 2 (7.41%) Data Security
7 2 (7.41%) Information Management
7 2 (7.41%) Master Data Management
7 2 (7.41%) TOGAF
8 1 (3.70%) Asset Management
8 1 (3.70%) Business Analysis
8 1 (3.70%) Project Management
8 1 (3.70%) Quality Management
8 1 (3.70%) Service Delivery
8 1 (3.70%) Technical Architecture
Programming Languages
1 11 (40.74%) SQL
2 7 (25.93%) T-SQL
3 5 (18.52%) PowerShell
4 2 (7.41%) Java
4 2 (7.41%) Python
5 1 (3.70%) COBOL
5 1 (3.70%) JCL
Quality Assurance & Compliance
1 13 (48.15%) Data Quality
2 3 (11.11%) QA
3 1 (3.70%) COBIT
Vendors
1 12 (44.44%) Informatica
2 6 (22.22%) Microsoft
3 3 (11.11%) Oracle
4 1 (3.70%) Ab Initio
4 1 (3.70%) Teradata
4 1 (3.70%) Twitter