Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Scotland 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 21 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
UK > Scotland
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 146 142 147
Rank change year-on-year -4 +5 +6
Contract jobs citing Data Integration 41 39 47
As % of all contract IT jobs advertised in Scotland 0.82% 0.90% 0.76%
As % of the Processes & Methodologies category 0.97% 1.08% 0.93%
Number of daily rates quoted 33 30 35
Scotland median daily rate £400 £450 £400
Median daily rate % change year-on-year -11.11% +12.50% +0.63%
10th Percentile £375 £299 £280
90th Percentile £558 £525 £738
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £52.00 £25.50 £35.33
% change year-on-year +103.92% -27.82% -56.91%

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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Contract vacancies with a requirement for process or methodology skills 4228 3604 5062
As % of all contract IT jobs advertised in Scotland 84.12% 83.60% 82.19%
Number of daily rates quoted 2405 2107 2642
Scotland median daily rate £388 £360 £375
Median daily rate % change year-on-year +7.64% -4.00% -
10th Percentile £250 £250 £250
90th Percentile £538 £488 £500
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 105 87 103
Scotland median hourly rate £25.00 £21.00 £25.00
Median hourly rate % change year-on-year +19.05% -16.00% +11.11%
10th Percentile £13.00 £10.67 £12.35
90th Percentile £45.00 £43.00 £47.00
UK median hourly rate £23.50 £24.00 £22.50
% change year-on-year -2.08% +6.67% +18.42%

Data Integration
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Integration in Scotland

Data Integration
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Data Integration in Scotland

Data Integration
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Data Integration in Scotland over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Integration in Scotland

Data Integration
Contractor Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Integration in Scotland.

Contractor hourly rate trend for Data Integration in Scotland

Data Integration
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 Integration within the Scotland region over the 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +8 27 £400 -7.25% 3
Glasgow -25 9 £413 -8.33% 4
Aberdeen - 2 £330 - 1
Stirling +3 1 £475 -5.00%
Data Integration
UK

For the 6 months to 21 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 Scotland region with a requirement for Data Integration.

1 20 (48.78%) Migration
2 18 (43.90%) Data Migration
3 16 (39.02%) Data Quality
4 15 (36.59%) Data Analysis
4 15 (36.59%) Informatica
5 14 (34.15%) Finance
5 14 (34.15%) SQL
6 12 (29.27%) PowerCenter
7 11 (26.83%) Data Warehouse
7 11 (26.83%) Agile Software Development
8 10 (24.39%) Business Intelligence
9 9 (21.95%) SQL Server
10 8 (19.51%) Data Modelling
10 8 (19.51%) Oracle
11 7 (17.07%) T-SQL
11 7 (17.07%) CRM
11 7 (17.07%) Salesforce.com
11 7 (17.07%) Business Analysis
11 7 (17.07%) SQL Server Analysis Services
11 7 (17.07%) Salesforce.com CRM
12 6 (14.63%) Waterfall
12 6 (14.63%) Data Management
12 6 (14.63%) SQL Server Reporting Services
12 6 (14.63%) Microsoft
13 5 (12.20%) Stakeholder Management
13 5 (12.20%) SharePoint
13 5 (12.20%) Systems Analysis
13 5 (12.20%) JIRA
13 5 (12.20%) Confluence
13 5 (12.20%) Team Foundation Server

Data Integration
Co-occurring 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 5 (12.20%) Confluence
1 5 (12.20%) SharePoint
2 2 (4.88%) Apache Spark
3 1 (2.44%) Apache
Business Applications
1 7 (17.07%) Salesforce.com CRM
Cloud Services
1 2 (4.88%) IaaS
1 2 (4.88%) PaaS
1 2 (4.88%) SaaS
Database & Business Intelligence
1 12 (29.27%) PowerCenter
2 11 (26.83%) Data Warehouse
3 9 (21.95%) SQL Server
4 7 (17.07%) SQL Server Analysis Services
5 6 (14.63%) SQL Server Reporting Services
6 5 (12.20%) PowerPivot
6 5 (12.20%) SQL Server 2012
7 4 (9.76%) Big Data
8 2 (4.88%) Apache Hive
8 2 (4.88%) Enterprise Data Warehouse
8 2 (4.88%) Impala
8 2 (4.88%) SQL Server 2008
8 2 (4.88%) SQL Server Integration Services
9 1 (2.44%) BusinessObjects
9 1 (2.44%) Oracle Reports
9 1 (2.44%) QlikView
9 1 (2.44%) Relational Database
9 1 (2.44%) Semantic Layer
9 1 (2.44%) Snowflake Schema
9 1 (2.44%) Star Schema
Development Applications
1 5 (12.20%) JIRA
1 5 (12.20%) Team Foundation Server
2 2 (4.88%) Git (software)
2 2 (4.88%) Maven
3 1 (2.44%) gulp
3 1 (2.44%) Jasmine
3 1 (2.44%) Karma Test Runner
3 1 (2.44%) Protractor
3 1 (2.44%) Talend Open Studio
General
1 14 (34.15%) Finance
2 3 (7.32%) Banking
3 1 (2.44%) Billing
3 1 (2.44%) Investment Banking
Job Titles
1 23 (56.10%) Developer
2 11 (26.83%) Informatica Developer
3 9 (21.95%) Analyst
4 8 (19.51%) Business Analyst
5 7 (17.07%) SQL Developer
6 4 (9.76%) Salesforce Analyst
6 4 (9.76%) Salesforce Business Analyst
6 4 (9.76%) SQL Server Developer
7 3 (7.32%) Business Intelligence Developer
7 3 (7.32%) Java Developer
8 2 (4.88%) Architect
8 2 (4.88%) Big Data Developer
8 2 (4.88%) Business Intelligence Lead
8 2 (4.88%) Data Architect
8 2 (4.88%) Data Modeller
8 2 (4.88%) Designer
8 2 (4.88%) SQL BI Developer
8 2 (4.88%) SSAS Developer
8 2 (4.88%) Technical Leader
9 1 (2.44%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 2 (4.88%) CSS
1 2 (4.88%) HTML
2 1 (2.44%) .NET
2 1 (2.44%) .NET Framework
2 1 (2.44%) Apache Axis
2 1 (2.44%) ASP.NET
2 1 (2.44%) Java EE
2 1 (2.44%) JAX-RPC
2 1 (2.44%) JAX-WS
2 1 (2.44%) jQuery
2 1 (2.44%) JSP
2 1 (2.44%) Middleware
2 1 (2.44%) Servlets
2 1 (2.44%) SOAP
2 1 (2.44%) Spring
2 1 (2.44%) Struts
2 1 (2.44%) SVG
2 1 (2.44%) Web Services
2 1 (2.44%) XML
2 1 (2.44%) XSLT
Miscellaneous
1 4 (9.76%) Analytical Skills
2 2 (4.88%) Data Structures
3 1 (2.44%) Management Information System
3 1 (2.44%) N-Tier
Operating Systems
1 4 (9.76%) Unix
Processes & Methodologies
1 20 (48.78%) Migration
2 18 (43.90%) Data Migration
3 15 (36.59%) Data Analysis
4 11 (26.83%) Agile Software Development
5 10 (24.39%) Business Intelligence
6 8 (19.51%) Data Modelling
7 7 (17.07%) Business Analysis
7 7 (17.07%) CRM
8 6 (14.63%) Data Management
8 6 (14.63%) Waterfall
9 5 (12.20%) Data Architecture
9 5 (12.20%) Stakeholder Management
9 5 (12.20%) Systems Analysis
9 5 (12.20%) User Acceptance Testing
9 5 (12.20%) User Stories
10 4 (9.76%) ETL
11 3 (7.32%) Business Process Mapping
11 3 (7.32%) Data Governance
11 3 (7.32%) Data Mapping
11 3 (7.32%) TOGAF
Programming Languages
1 14 (34.15%) SQL
2 7 (17.07%) T-SQL
3 5 (12.20%) PowerShell
4 4 (9.76%) Java
5 2 (4.88%) Python
6 1 (2.44%) C#
6 1 (2.44%) COBOL
6 1 (2.44%) JavaScript
6 1 (2.44%) JCL
6 1 (2.44%) PHP
Qualifications
1 4 (9.76%) Degree
2 2 (4.88%) ISEB
Quality Assurance & Compliance
1 16 (39.02%) Data Quality
2 3 (7.32%) QA
3 1 (2.44%) COBIT
3 1 (2.44%) SLA
Systems Management
1 1 (2.44%) SolarWinds Orion
Vendors
1 15 (36.59%) Informatica
2 8 (19.51%) Oracle
3 7 (17.07%) Salesforce.com
4 6 (14.63%) Microsoft
5 3 (7.32%) Teradata
6 2 (4.88%) Cisco
7 1 (2.44%) Ab Initio
7 1 (2.44%) IBM
7 1 (2.44%) MicroStrategy
7 1 (2.44%) Netezza
7 1 (2.44%) Talend
7 1 (2.44%) Twitter