Period
to 2 December 2021

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Data Architecture skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Architecture over the 6 months to 2 December 2021 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 Architecture
Buckinghamshire > Milton Keynes
6 months to
2 Dec 2021
Same period 2020 Same period 2019
Rank 56 42 62
Rank change year-on-year -14 +20 +11
Contract jobs citing Data Architecture 10 5 16
As % of all contract jobs advertised in Milton Keynes 1.58% 1.43% 1.83%
As % of the Processes & Methodologies category 1.90% 1.59% 2.10%
Number of daily rates quoted 5 5 9
10th Percentile £498 £373 £470
25th Percentile £550 £464 £485
Median daily rate (50th Percentile) £650 £500 £550
Median % change year-on-year +30.00% -9.09% -8.33%
75th Percentile £675 £530 "
90th Percentile " £576 £600
Buckinghamshire median daily rate £625 £500 £550
% change year-on-year +25.00% -9.09% -8.33%

Data Architecture 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 527 314 761
As % of all contract IT jobs advertised in Milton Keynes 83.12% 89.97% 87.07%
Number of daily rates quoted 403 235 501
10th Percentile £314 £300 £281
25th Percentile £384 £358 £363
Median daily rate (50th Percentile) £450 £475 £440
Median % change year-on-year -5.26% +7.95% +6.67%
75th Percentile £550 £539 £515
90th Percentile £638 £600 £574
Buckinghamshire median daily rate £450 £463 £425
% change year-on-year -2.70% +8.82% +3.03%
Number of hourly rates quoted 24 12 47
10th Percentile £10.11 " £11.07
25th Percentile £10.77 £9.52 £13.94
Median hourly rate £12.34 £12.73 £15.00
Median % change year-on-year -3.06% -15.17% +6.76%
75th Percentile £16.67 £28.50 £17.25
90th Percentile £23.43 £42.00 £29.73
Buckinghamshire median hourly rate £12.73 £13.95 £15.50
% change year-on-year -8.78% -10.00% +6.90%

Data Architecture
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Data Architecture in Milton Keynes

Data Architecture
Contractor Daily Rate Trend in Milton Keynes

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

Daily rate trend for Data Architecture in Milton Keynes

Data Architecture
Daily Rate Histogram in Milton Keynes

Daily rate distribution for jobs citing Data Architecture in Milton Keynes over the 6 months to 2 December 2021.

Daily rate histogram for Data Architecture in Milton Keynes

For the 6 months to 2 December 2021, IT contractor jobs citing Data Architecture 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 Architecture.

1 7 (70.00%) Data Warehouse
1 7 (70.00%) Data Modelling
1 7 (70.00%) ETL
1 7 (70.00%) Logical Data Model
1 7 (70.00%) Physical Data Model
1 7 (70.00%) Social Skills
1 7 (70.00%) Presentation Skills
2 4 (40.00%) Stakeholder Management
2 4 (40.00%) Informatica
2 4 (40.00%) PowerCenter
2 4 (40.00%) Translating Business Requirements
2 4 (40.00%) Data Strategy
2 4 (40.00%) Hadoop
2 4 (40.00%) Big Data
2 4 (40.00%) Kafka
2 4 (40.00%) MongoDB
2 4 (40.00%) StreamSets
2 4 (40.00%) Project Delivery
3 3 (30.00%) Analytics
3 3 (30.00%) Information Architecture
3 3 (30.00%) Azure
3 3 (30.00%) Azure Data Factory
3 3 (30.00%) Azure SQL Data Warehouse
3 3 (30.00%) Data Lake
3 3 (30.00%) SQL
3 3 (30.00%) Oracle
3 3 (30.00%) Business Intelligence
3 3 (30.00%) Publishing
4 2 (20.00%) Enterprise Architecture
4 2 (20.00%) AWS

Data Architecture
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:

Cloud Services
1 3 (30.00%) Azure
1 3 (30.00%) Azure Data Factory
2 2 (20.00%) AWS
Database & Business Intelligence
1 7 (70.00%) Data Warehouse
2 4 (40.00%) Big Data
2 4 (40.00%) Hadoop
2 4 (40.00%) MongoDB
2 4 (40.00%) PowerCenter
3 3 (30.00%) Azure SQL Data Warehouse
3 3 (30.00%) Data Lake
General
1 7 (70.00%) Presentation Skills
1 7 (70.00%) Social Skills
2 3 (30.00%) Publishing
Job Titles
1 6 (60.00%) Architect
1 6 (60.00%) Data Architect
2 4 (40.00%) Designer
2 4 (40.00%) Solutions Designer
3 3 (30.00%) Azure Architect
4 2 (20.00%) Cloud Architect
Libraries, Frameworks & Software Standards
1 4 (40.00%) Kafka
Processes & Methodologies
1 7 (70.00%) Data Modelling
1 7 (70.00%) ETL
1 7 (70.00%) Logical Data Model
1 7 (70.00%) Physical Data Model
2 4 (40.00%) Data Strategy
2 4 (40.00%) Project Delivery
2 4 (40.00%) Stakeholder Management
2 4 (40.00%) Translating Business Requirements
3 3 (30.00%) Analytics
3 3 (30.00%) Business Intelligence
3 3 (30.00%) Information Architecture
4 2 (20.00%) Enterprise Architecture
4 2 (20.00%) Software Architecture
5 1 (10.00%) DAMA DMBOK
5 1 (10.00%) Data Governance
5 1 (10.00%) Data Management
5 1 (10.00%) Data Migration
5 1 (10.00%) Migration
Programming Languages
1 3 (30.00%) SQL
Vendors
1 4 (40.00%) Informatica
1 4 (40.00%) StreamSets
2 3 (30.00%) Oracle