Data Extraction Contracts in Edinburgh

Data Extraction
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring Data Extraction skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Extraction over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 63 69 111
Rank change year-on-year +6 +42 +12
Contract jobs citing Data Extraction 4 3 1
As % of all contract jobs advertised in Edinburgh 0.64% 0.37% 0.077%
As % of the Processes & Methodologies category 0.67% 0.42% 0.081%
Number of daily rates quoted 3 3 0
10th Percentile £459 £236 -
25th Percentile £464 £260 -
Median daily rate (50th Percentile) £471 £300 -
Median % change year-on-year +57.00% - -
75th Percentile £498 £388 -
90th Percentile £514 £440 -
Scotland median daily rate £431 £300 -
% change year-on-year +43.75% - -

All Process and Methodology Skills
Edinburgh

Data Extraction falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Edinburgh.

Contract vacancies with a requirement for process or methodology skills 594 720 1,240
As % of all contract IT jobs advertised in Edinburgh 95.04% 88.34% 95.17%
Number of daily rates quoted 333 422 884
10th Percentile £214 £233 £254
25th Percentile £403 £413 £406
Median daily rate (50th Percentile) £471 £484 £475
Median % change year-on-year -2.59% +1.79% -
75th Percentile £541 £575 £545
90th Percentile £630 £663 £625
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +2.15%
Number of hourly rates quoted 24 31 11
10th Percentile - £15.10 £13.16
25th Percentile £17.30 £16.25 £17.72
Median hourly rate £22.44 £22.87 £21.26
Median % change year-on-year -1.89% +7.57% -46.85%
75th Percentile £25.59 £60.75 £53.75
90th Percentile £42.35 - £54.50
Scotland median hourly rate £21.59 £19.34 £17.72
% change year-on-year +11.66% +9.11% -55.69%

Data Extraction
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Extraction in Edinburgh

Data Extraction
Contractor Daily Rate Trend in Edinburgh

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

Daily rate trend for Data Extraction in Edinburgh

Data Extraction
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 (25.00%) Apache
1 1 (25.00%) Apache Airflow
1 1 (25.00%) Apache Spark
Cloud Services
1 2 (50.00%) AWS
2 1 (25.00%) Amazon S3
2 1 (25.00%) AWS CloudFormation
2 1 (25.00%) AWS CodePipeline
2 1 (25.00%) AWS Lambda
2 1 (25.00%) AWS Step Functions
2 1 (25.00%) Azure
2 1 (25.00%) GCP
2 1 (25.00%) OpenShift
2 1 (25.00%) Serverless
2 1 (25.00%) Snowflake
Database & Business Intelligence
1 1 (25.00%) Amazon RDS
1 1 (25.00%) Big Data
1 1 (25.00%) Data Warehouse
1 1 (25.00%) Delta Lake
1 1 (25.00%) Hadoop
1 1 (25.00%) PostgreSQL
1 1 (25.00%) Relational Database
1 1 (25.00%) Tableau
Development Applications
1 1 (25.00%) Git
1 1 (25.00%) GitLab
General
1 2 (50.00%) Banking
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Corporate Banking
2 1 (25.00%) Investment Banking
2 1 (25.00%) Retail
2 1 (25.00%) Retail Banking
Job Titles
1 2 (50.00%) Data Engineer
2 1 (25.00%) Analyst
2 1 (25.00%) Applications Support
2 1 (25.00%) Applications Support Analyst
2 1 (25.00%) Developer
2 1 (25.00%) Open Source Engineer
2 1 (25.00%) Python Data Engineer
2 1 (25.00%) Python Engineer
2 1 (25.00%) Senior
2 1 (25.00%) Senior Data Engineer
2 1 (25.00%) Support Analyst
2 1 (25.00%) Tableau Developer
Libraries, Frameworks & Software Standards
1 1 (25.00%) AWS CDK
1 1 (25.00%) Great Expectations
1 1 (25.00%) Pandas
1 1 (25.00%) PostGIS
1 1 (25.00%) PySpark
1 1 (25.00%) REST
Processes & Methodologies
1 3 (75.00%) Data Engineering
2 2 (50.00%) Agile
2 2 (50.00%) Analytics
2 2 (50.00%) CI/CD
2 2 (50.00%) Problem-Solving
3 1 (25.00%) Actionable Insight
3 1 (25.00%) Business Analysis
3 1 (25.00%) Business Strategy
3 1 (25.00%) Code Quality
3 1 (25.00%) Community of Practice
3 1 (25.00%) Containerisation
3 1 (25.00%) Dashboard Development
3 1 (25.00%) Data Pipeline
3 1 (25.00%) Data-Driven Decision Making
3 1 (25.00%) Decision-Making
3 1 (25.00%) Fintech
3 1 (25.00%) Human-Centred Design
3 1 (25.00%) Inclusive Design
3 1 (25.00%) Requirements Gathering
3 1 (25.00%) TDD
Programming Languages
1 4 (100.00%) SQL
2 3 (75.00%) Python
Quality Assurance & Compliance
1 1 (25.00%) Accessibility
1 1 (25.00%) Data Quality
1 1 (25.00%) Disclosure Scotland
1 1 (25.00%) QA
System Software
1 2 (50.00%) Docker
Systems Management
1 1 (25.00%) Grafana