Data Integration Contracts in Edinburgh

Data Integration
Scotland > Edinburgh

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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 66 93 108
Rank change year-on-year +27 +15 -22
Contract jobs citing Data Integration 8 17 19
As % of all contract jobs advertised in Edinburgh 0.98% 1.31% 0.98%
As % of the Processes & Methodologies category 1.11% 1.38% 1.05%
Number of daily rates quoted 6 15 13
10th Percentile £423 £419 -
25th Percentile £437 £441 £513
Median daily rate (50th Percentile) £463 £520 £525
Median % change year-on-year -11.06% -0.95% +16.67%
75th Percentile £531 £598 £650
90th Percentile £550 £723 £716
Scotland median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +23.53%

All Process and Methodology Skills
Edinburgh

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.

Contract vacancies with a requirement for process or methodology skills 718 1,231 1,811
As % of all contract IT jobs advertised in Edinburgh 87.99% 95.20% 93.83%
Number of daily rates quoted 425 879 1,251
10th Percentile £235 £260 £260
25th Percentile £413 £406 £400
Median daily rate (50th Percentile) £480 £475 £475
Median % change year-on-year +1.05% - +11.76%
75th Percentile £575 £545 £559
90th Percentile £670 £625 £638
Scotland median daily rate £475 £475 £465
% change year-on-year - +2.15% +9.41%
Number of hourly rates quoted 30 13 19
10th Percentile £14.94 £14.07 £14.94
25th Percentile £16.25 £17.72 £19.13
Median hourly rate £21.02 £21.26 £33.00
Median % change year-on-year -1.13% -35.58% -39.42%
75th Percentile £60.75 £53.75 £51.25
90th Percentile - £64.90 £53.86
Scotland median hourly rate £19.34 £17.72 £31.50
% change year-on-year +9.11% -43.75% -27.59%

Data Integration
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Integration in Edinburgh

Data Integration
Contractor Daily Rate Trend in Edinburgh

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

Daily rate trend for Data Integration in Edinburgh

Data Integration
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Data Integration in Edinburgh over the 6 months to 25 April 2024.

Daily rate histogram for Data Integration in Edinburgh

Data Integration
Co-occurring Skills and Capabilities in Edinburgh 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 (12.50%) Apache Spark
Applications
1 2 (25.00%) Microsoft Excel
Business Applications
1 2 (25.00%) Dynamics CRM
Cloud Services
1 6 (75.00%) AWS
2 5 (62.50%) AWS CloudFormation
2 5 (62.50%) AWS CodePipeline
3 2 (25.00%) Amazon S3
3 2 (25.00%) Amazon SageMaker
3 2 (25.00%) AWS Lambda
3 2 (25.00%) Dynamics 365
3 2 (25.00%) OpenShift
3 2 (25.00%) Serverless
4 1 (12.50%) Azure
4 1 (12.50%) Azure Data Factory
4 1 (12.50%) Azure Synapse Analytics
4 1 (12.50%) GCP
4 1 (12.50%) Snowflake
Database & Business Intelligence
1 5 (62.50%) PostgreSQL
2 4 (50.00%) Data Warehouse
3 2 (25.00%) Amazon RDS
3 2 (25.00%) Data Mining
4 1 (12.50%) Data Lake
4 1 (12.50%) SQL Server
Development Applications
1 5 (62.50%) GitLab
2 2 (25.00%) ER Studio
2 2 (25.00%) ERwin
3 1 (12.50%) Git
General
1 2 (25.00%) Analytical Skills
1 2 (25.00%) Finance
1 2 (25.00%) Public Sector
Job Titles
1 6 (75.00%) Data Engineer
2 2 (25.00%) Analyst
2 2 (25.00%) Data Analyst
3 1 (12.50%) AWS Data Engineer
3 1 (12.50%) AWS Engineer
3 1 (12.50%) Business Data Analyst
3 1 (12.50%) Python Data Engineer
3 1 (12.50%) Python Engineer
Libraries, Frameworks & Software Standards
1 5 (62.50%) AWS CDK
1 5 (62.50%) REST
2 2 (25.00%) PostGIS
3 1 (12.50%) Kafka
Miscellaneous
1 2 (25.00%) Data Structures
1 2 (25.00%) Legacy Systems
Processes & Methodologies
1 7 (87.50%) Data Transformation
2 6 (75.00%) Agile
3 5 (62.50%) DevOps
4 4 (50.00%) CI/CD
4 4 (50.00%) Kanban
4 4 (50.00%) Migration
4 4 (50.00%) Scrum
5 3 (37.50%) Data Modelling
6 2 (25.00%) CRM
6 2 (25.00%) Data Analysis
6 2 (25.00%) Data Migration
6 2 (25.00%) Data Strategy
6 2 (25.00%) Inclusive Design
6 2 (25.00%) Project Delivery
6 2 (25.00%) Reverse Engineering
6 2 (25.00%) Stakeholder Management
7 1 (12.50%) Collaborative Working
7 1 (12.50%) Continuous Delivery
7 1 (12.50%) Data Pipeline
7 1 (12.50%) Human-Centred Design
Programming Languages
1 8 (100.00%) SQL
2 6 (75.00%) Python
Quality Assurance & Compliance
1 2 (25.00%) QA
2 1 (12.50%) Disclosure Scotland
System Software
1 5 (62.50%) Docker
Systems Management
1 1 (12.50%) Grafana
Vendors
1 2 (25.00%) IDERA
1 2 (25.00%) Informatica
1 2 (25.00%) Microsoft
2 1 (12.50%) Databricks