Data Integration Contracts in Scotland

Data Integration
UK > Scotland

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 4 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 114 140 135
Rank change year-on-year +26 -5 -27
Contract jobs citing Data Integration 13 27 40
As % of all contract jobs advertised in Scotland 0.60% 0.96% 1.14%
As % of the Processes & Methodologies category 0.68% 1.04% 1.22%
Number of daily rates quoted 10 22 23
10th Percentile £431 £415 £363
25th Percentile £441 £430 £456
Median daily rate (50th Percentile) £469 £550 £525
Median % change year-on-year -14.77% +4.76% +23.53%
75th Percentile £547 £590 £644
90th Percentile £575 £622 £719
UK median daily rate £550 £550 £575
% change year-on-year - -4.35% +9.52%

All Process and Methodology Skills
Scotland

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.

Contract vacancies with a requirement for process or methodology skills 1,924 2,605 3,277
As % of all contract IT jobs advertised in Scotland 88.58% 92.54% 93.10%
Number of daily rates quoted 1,158 1,868 2,327
10th Percentile £225 £260 £249
25th Percentile £389 £406 £400
Median daily rate (50th Percentile) £475 £475 £470
Median % change year-on-year - +1.06% +10.59%
75th Percentile £587 £560 £550
90th Percentile £663 £650 £625
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 95 55 47
10th Percentile £12.30 £10.63 £15.32
25th Percentile £15.84 £11.78 £20.38
Median hourly rate £18.41 £17.21 £40.00
Median % change year-on-year +6.97% -56.98% -
75th Percentile £40.94 £50.74 £49.15
90th Percentile £60.75 £65.94 £55.75
UK median hourly rate £35.95 £36.00 £25.00
% change year-on-year -0.14% +44.00% +2.04%

Data Integration
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Integration in Scotland

Data Integration
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Data Integration in Scotland.

Daily rate trend for Data Integration in Scotland

Data Integration
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Data Integration in Scotland over the 6 months to 4 May 2024.

Daily rate histogram for Data Integration in Scotland

Data Integration
Contractor Hourly Rate Trend in Scotland

3-month moving average hourly rates quoted in jobs citing Data Integration in Scotland.

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 4 May 2024. 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
Jobs
Edinburgh +39 8 £463 -12.24% 3
Glasgow +3 2 £488 -11.36% 2
Perthshire - 1 - -
Data Integration
UK

Data Integration
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (7.69%) Apache Spark
Applications
1 2 (15.38%) Microsoft Excel
Business Applications
1 2 (15.38%) Dynamics CRM
Cloud Services
1 9 (69.23%) AWS
2 6 (46.15%) AWS CloudFormation
2 6 (46.15%) AWS CodePipeline
3 3 (23.08%) Amazon S3
3 3 (23.08%) Amazon SageMaker
3 3 (23.08%) AWS Lambda
3 3 (23.08%) Azure
3 3 (23.08%) OpenShift
3 3 (23.08%) Serverless
4 2 (15.38%) Dynamics 365
4 2 (15.38%) Snowflake
5 1 (7.69%) Azure Data Factory
5 1 (7.69%) Azure Synapse Analytics
5 1 (7.69%) GCP
5 1 (7.69%) SaaS
Database & Business Intelligence
1 6 (46.15%) Data Warehouse
1 6 (46.15%) PostgreSQL
2 3 (23.08%) Amazon RDS
3 2 (15.38%) Data Mining
4 1 (7.69%) Data Lake
4 1 (7.69%) SQL Server
Development Applications
1 6 (46.15%) GitLab
2 2 (15.38%) ER Studio
2 2 (15.38%) ERwin
3 1 (7.69%) Git
General
1 2 (15.38%) Analytical Skills
1 2 (15.38%) Finance
1 2 (15.38%) Public Sector
2 1 (7.69%) Legal
2 1 (7.69%) Pharmaceutical
2 1 (7.69%) Social Skills
Job Titles
1 7 (53.85%) Data Engineer
2 4 (30.77%) Architect
3 2 (15.38%) Analyst
3 2 (15.38%) Data Analyst
3 2 (15.38%) Solutions Architect
4 1 (7.69%) AWS Data Engineer
4 1 (7.69%) AWS Engineer
4 1 (7.69%) Business Data Analyst
4 1 (7.69%) Data Integration Architect
4 1 (7.69%) Integration Architect
4 1 (7.69%) Python Data Engineer
4 1 (7.69%) Python Engineer
4 1 (7.69%) Snowflake Architect
4 1 (7.69%) Technical Architect
Libraries, Frameworks & Software Standards
1 6 (46.15%) AWS CDK
1 6 (46.15%) REST
2 3 (23.08%) PostGIS
3 1 (7.69%) Kafka
Miscellaneous
1 2 (15.38%) Data Structures
1 2 (15.38%) Legacy Systems
1 2 (15.38%) Operational Technology
1 2 (15.38%) SCADA
2 1 (7.69%) Management Information System
Processes & Methodologies
1 9 (69.23%) Agile
1 9 (69.23%) Data Transformation
2 6 (46.15%) DevOps
3 5 (38.46%) CI/CD
3 5 (38.46%) Kanban
3 5 (38.46%) Migration
3 5 (38.46%) Scrum
4 3 (23.08%) Data Migration
4 3 (23.08%) Data Modelling
4 3 (23.08%) Data Strategy
4 3 (23.08%) Inclusive Design
4 3 (23.08%) Project Delivery
4 3 (23.08%) Roadmaps
4 3 (23.08%) TOGAF
5 2 (15.38%) Collaborative Working
5 2 (15.38%) Cyber Resilience
5 2 (15.38%) Data Engineering
5 2 (15.38%) Data Ingestion
5 2 (15.38%) Human-Centred Design
5 2 (15.38%) Identity Access Management
Programming Languages
1 10 (76.92%) SQL
2 8 (61.54%) Python
Qualifications
1 2 (15.38%) Degree
2 1 (7.69%) Computer Science Degree
2 1 (7.69%) Master's Degree
Quality Assurance & Compliance
1 2 (15.38%) Accessibility
1 2 (15.38%) QA
2 1 (7.69%) Disclosure Scotland
System Software
1 6 (46.15%) Docker
Systems Management
1 2 (15.38%) Grafana
Vendors
1 2 (15.38%) IDERA
1 2 (15.38%) Informatica
1 2 (15.38%) Microsoft
2 1 (7.69%) Databricks