Period
to 3 December 2020

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 3 December 2020 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 Modelling
Buckinghamshire > Milton Keynes
6 months to
3 Dec 2020
Same period 2019 Same period 2018
Rank 22 52 74
Rank change year-on-year +30 +22 +31
Contract jobs citing Data Modelling 28 25 20
As % of all contract jobs advertised in Milton Keynes 7.87% 2.85% 1.59%
As % of the Processes & Methodologies category 8.78% 3.29% 1.79%
Number of daily rates quoted 31 23 13
Median daily rate £450 £450 £488
Median daily rate % change year-on-year - -7.69% -6.25%
10th Percentile £300 £395 £354
90th Percentile £538 £587 £665
Buckinghamshire median daily rate £450 £475 £488
% change year-on-year -5.26% -2.56% +5.98%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
Buckinghamshire median hourly rate - - -

Data Modelling 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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Contract vacancies with a requirement for process or methodology skills 319 759 1,117
As % of all contract IT jobs advertised in Milton Keynes 89.61% 86.64% 88.79%
Number of daily rates quoted 223 494 648
Median daily rate £475 £440 £413
Median daily rate % change year-on-year +7.95% +6.67% +3.13%
10th Percentile £300 £281 £236
90th Percentile £593 £573 £588
Buckinghamshire median daily rate £463 £425 £413
% change year-on-year +8.82% +3.03% +3.13%
Number of hourly rates quoted 12 47 64
Median hourly rate £12.73 £15.00 £14.05
Median hourly rate % change year-on-year -15.17% +6.76% +0.36%
10th Percentile £9.52 £11.07 £10.50
90th Percentile £42.00 £21.79 £18.92
Median hourly rate £13.95 £15.50 £14.50
% change year-on-year -10.00% +6.90% -12.55%

Data Modelling
Job Vacancy Trend in Milton Keynes

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Data Modelling in Milton Keynes

Data Modelling
Contractor Daily Rate Trend in Milton Keynes

3-month moving average daily rate quoted in jobs citing Data Modelling in Milton Keynes.

Daily rate trend for Data Modelling in Milton Keynes

Data Modelling
Daily Rate Histogram in Milton Keynes

Daily rate distribution for jobs citing Data Modelling in Milton Keynes over the 6 months to 3 December 2020.

Daily rate histogram for Data Modelling in Milton Keynes

For the 6 months to 3 December 2020, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Milton Keynes region with a requirement for Data Modelling.

1 13 (46.43%) Data Warehouse
1 13 (46.43%) Business Intelligence
2 12 (42.86%) SQL
2 12 (42.86%) Oracle
3 11 (39.29%) ETL
3 11 (39.29%) Big Data
4 10 (35.71%) Migration
5 9 (32.14%) IBM
5 9 (32.14%) Java
5 9 (32.14%) REST
6 8 (28.57%) SOAP
7 7 (25.00%) Agile Software Development
7 7 (25.00%) NoSQL
7 7 (25.00%) Data Governance
7 7 (25.00%) Use Case
8 6 (21.43%) Data Integration
8 6 (21.43%) Stakeholder Management
8 6 (21.43%) Strategic Roadmap
9 5 (17.86%) Analytical Skills
9 5 (17.86%) TIBCO
9 5 (17.86%) Retail
9 5 (17.86%) UML
9 5 (17.86%) OO
9 5 (17.86%) SharePoint
9 5 (17.86%) Business Analysis
10 4 (14.29%) Information Management
10 4 (14.29%) JIRA
10 4 (14.29%) Azure
10 4 (14.29%) Waterfall
10 4 (14.29%) Test Strategy

Data Modelling
Co-occurring IT Skills in Milton Keynes 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 (17.86%) SharePoint
2 2 (7.14%) Confluence
Applications
1 2 (7.14%) SPSS
2 1 (3.57%) Microsoft Excel
2 1 (3.57%) Microsoft Office
Business Applications
1 2 (7.14%) Payment Gateway
1 2 (7.14%) Sparx Enterprise Architect
2 1 (3.57%) Hyperion Planning
2 1 (3.57%) Oracle General Ledger
2 1 (3.57%) SAP ERP
2 1 (3.57%) SAP FI-CA
2 1 (3.57%) SAP MM
2 1 (3.57%) SAP S/4HANA
Cloud Services
1 4 (14.29%) Azure
2 3 (10.71%) AWS
2 3 (10.71%) Power Platform
3 2 (7.14%) Cloud Computing
4 1 (3.57%) Azure Data Factory
4 1 (3.57%) GCP
Database & Business Intelligence
1 13 (46.43%) Data Warehouse
2 11 (39.29%) Big Data
3 7 (25.00%) NoSQL
4 4 (14.29%) Relational Database
5 3 (10.71%) BusinessObjects
5 3 (10.71%) Power BI
6 2 (7.14%) Oracle Reports
6 2 (7.14%) QlikView
6 2 (7.14%) RDBMS
7 1 (3.57%) Azure SQL Database
7 1 (3.57%) BusinessObjects Business Intelligence
7 1 (3.57%) Data Lake
7 1 (3.57%) Data Mining
7 1 (3.57%) Essbase
7 1 (3.57%) Oracle BI EE
7 1 (3.57%) Oracle Smart View
7 1 (3.57%) SAP BW
Development Applications
1 4 (14.29%) JIRA
2 2 (7.14%) SonarQube
3 1 (3.57%) Oracle Forms
General
1 5 (17.86%) Retail
2 3 (10.71%) Automotive
3 2 (7.14%) Finance
4 1 (3.57%) General Ledger
4 1 (3.57%) Marketing
4 1 (3.57%) Publishing
Job Titles
1 14 (50.00%) Architect
2 11 (39.29%) Data Architect
3 8 (28.57%) Solutions Architect
4 7 (25.00%) Analyst
5 6 (21.43%) Business Analyst
6 3 (10.71%) Developer
7 2 (7.14%) Applications Architect
7 2 (7.14%) Digital Analyst
7 2 (7.14%) Digital Business Analyst
7 2 (7.14%) E-Commerce Architect
7 2 (7.14%) E-Commerce Solution Architect
7 2 (7.14%) Java Developer
7 2 (7.14%) Migration Analyst
7 2 (7.14%) Senior Developer
7 2 (7.14%) Senior Java Developer
8 1 (3.57%) Azure Architect
8 1 (3.57%) Big Data Architect
8 1 (3.57%) Business Intelligence Lead
8 1 (3.57%) Data Analyst
8 1 (3.57%) Data Business Analyst
Libraries, Frameworks & Software Standards
1 9 (32.14%) REST
2 8 (28.57%) SOAP
3 3 (10.71%) J2EE
3 3 (10.71%) Middleware
3 3 (10.71%) Web Services
4 2 (7.14%) JSON
4 2 (7.14%) OpenJDK
4 2 (7.14%) Protocol Buffers
4 2 (7.14%) Spring
4 2 (7.14%) Spring Boot
4 2 (7.14%) Spring Integration
4 2 (7.14%) Velocity
4 2 (7.14%) XML
5 1 (3.57%) IBM Integration Bus
5 1 (3.57%) Keras
5 1 (3.57%) NumPy
5 1 (3.57%) PyTorch
5 1 (3.57%) scikit-learn
5 1 (3.57%) TensorFlow
Miscellaneous
1 5 (17.86%) Analytical Skills
2 4 (14.29%) Management Information System
3 2 (7.14%) Data Structures
4 1 (3.57%) Algorithms
4 1 (3.57%) DataPower
Processes & Methodologies
1 13 (46.43%) Business Intelligence
2 11 (39.29%) ETL
3 10 (35.71%) Migration
4 7 (25.00%) Agile Software Development
4 7 (25.00%) Data Governance
4 7 (25.00%) Use Case
5 6 (21.43%) Data Integration
5 6 (21.43%) Stakeholder Management
5 6 (21.43%) Strategic Roadmap
6 5 (17.86%) Business Analysis
6 5 (17.86%) OO
6 5 (17.86%) UML
7 4 (14.29%) E-Commerce
7 4 (14.29%) Information Management
7 4 (14.29%) Machine Learning
7 4 (14.29%) PRINCE2
7 4 (14.29%) Problem-Solving
7 4 (14.29%) Technology Roadmap
7 4 (14.29%) Test Strategy
7 4 (14.29%) Waterfall
Programming Languages
1 12 (42.86%) SQL
2 9 (32.14%) Java
3 1 (3.57%) Python
3 1 (3.57%) R
Qualifications
1 3 (10.71%) Degree
1 3 (10.71%) ISEB
2 2 (7.14%) SC Cleared
2 2 (7.14%) Security Cleared
3 1 (3.57%) ACCA
3 1 (3.57%) CIMA
3 1 (3.57%) Postgraduate
3 1 (3.57%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 1 (3.57%) Data Quality
1 1 (3.57%) ISO/IEC 20000
Vendors
1 12 (42.86%) Oracle
2 9 (32.14%) IBM
3 5 (17.86%) TIBCO
4 4 (14.29%) SAP
5 3 (10.71%) Salesforce.com
6 2 (7.14%) Black Duck
6 2 (7.14%) Pardot
6 2 (7.14%) Sparx
7 1 (3.57%) Databricks
7 1 (3.57%) Hyperion
7 1 (3.57%) Microsoft