Data Munging Contracts in Edinburgh

Data Munging (Data Wrangling)
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring Data Munging skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Munging over the 6 months leading up to 30 June 2025, comparing them to the same period in the previous two years.

6 months to
30 Jun 2025
Same period 2024 Same period 2023
Rank 67 - 102
Rank change year-on-year - - +30
Contract jobs citing Data Munging 2 0 1
As % of all contract jobs advertised in Edinburgh 0.30% - 0.085%
As % of the Processes & Methodologies category 0.32% - 0.091%
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
Scotland median daily rate - - -

All Process and Methodology Skills
Edinburgh

Data Munging 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 625 724 1,100
As % of all contract IT jobs advertised in Edinburgh 95.27% 84.78% 93.14%
Number of daily rates quoted 323 409 768
10th Percentile £213 £213 £250
25th Percentile £400 £363 £400
Median daily rate (50th Percentile) £463 £465 £475
Median % change year-on-year -0.43% -2.11% -0.84%
75th Percentile £534 £550 £538
90th Percentile £600 £650 £611
Scotland median daily rate £463 £453 £475
% change year-on-year +2.10% -4.63% -
Number of hourly rates quoted 19 33 6
10th Percentile £17.15 £13.22 £17.21
25th Percentile £17.30 £16.25 £21.36
Median hourly rate £22.00 £19.17 £32.09
Median % change year-on-year +14.76% -40.25% +42.92%
75th Percentile £31.34 £60.75 £51.25
90th Percentile £61.00 - £58.13
Scotland median hourly rate £20.00 £19.55 £15.25
% change year-on-year +2.33% +28.21% -59.27%

Data Munging
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Munging in Edinburgh

Data Munging
Contractor Daily Rate Trend in Edinburgh

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

Daily rate trend for Data Munging in Edinburgh

Data Munging
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:

Communications & Networking
1 2 (100.00%) MQTT
Database & Business Intelligence
1 2 (100.00%) PostgreSQL
1 2 (100.00%) Relational Database
2 1 (50.00%) Elasticsearch
General
1 1 (50.00%) Social Skills
Job Titles
1 2 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) Elastic Stack
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Dashboard Development
1 2 (100.00%) Data Analysis
1 2 (100.00%) Data Modelling
1 2 (100.00%) Data Visualisation
1 2 (100.00%) Visualisation
2 1 (50.00%) Actionable Insight
2 1 (50.00%) Data Pipeline
2 1 (50.00%) Decision-Making
2 1 (50.00%) Requirements Gathering
2 1 (50.00%) Statistical Analysis
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) Accessibility
1 1 (50.00%) Disclosure Scotland
Systems Management
1 2 (100.00%) Grafana
2 1 (50.00%) Kibana
2 1 (50.00%) logstash