Period
to 27 October 2021

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 27 October 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 Warehousing
Buckinghamshire > Milton Keynes
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 40 27 53
Rank change year-on-year -13 +26 +24
Contract jobs citing Data Warehouse 24 19 27
As % of all contract jobs advertised in Milton Keynes 3.71% 5.40% 2.92%
As % of the Database & Business Intelligence category 20.69% 17.92% 16.56%
Number of daily rates quoted 21 17 18
10th Percentile £406 £313 £291
25th Percentile £463 £450 £300
Median daily rate (50th Percentile) £550 £525 £400
Median % change year-on-year +4.76% +31.25% -7.25%
75th Percentile £575 £538 £555
90th Percentile £675 £566 £590
Buckinghamshire median daily rate £550 £520 £406
% change year-on-year +5.77% +28.00% -9.72%

Data Warehouse is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Milton Keynes
Contract vacancies with a requirement for database or business intelligence skills 116 106 163
As % of all contract IT jobs advertised in Milton Keynes 17.93% 30.11% 17.64%
Number of daily rates quoted 96 91 97
10th Percentile £303 £300 £270
25th Percentile £395 £363 £360
Median daily rate (50th Percentile) £475 £475 £425
Median % change year-on-year - +11.76% +1.19%
75th Percentile £550 £538 £500
90th Percentile £634 £600 £569
Buckinghamshire median daily rate £465 £475 £425
% change year-on-year -2.11% +11.76% +2.41%
Number of hourly rates quoted 3 4 4
10th Percentile " £37.10 £11.98
25th Percentile £19.25 £40.25 £14.56
Median hourly rate £19.50 £42.00 £22.13
Median % change year-on-year -53.57% +89.83% -
75th Percentile £19.88 £48.00 £38.66
90th Percentile £19.95 £58.80 £49.06
Buckinghamshire median hourly rate £19.50 £42.00 £16.00
% change year-on-year -53.57% +162.50% -63.43%

Data Warehouse
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Data Warehouse in Milton Keynes

Data Warehouse
Contractor Daily Rate Trend in Milton Keynes

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

Daily rate trend for Data Warehouse in Milton Keynes

Data Warehouse
Daily Rate Histogram in Milton Keynes

Daily rate distribution for jobs citing Data Warehouse in Milton Keynes over the 6 months to 27 October 2021.

Daily rate histogram for Data Warehouse in Milton Keynes

For the 6 months to 27 October 2021, IT contractor jobs citing Data Warehouse 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 Warehouse.

1 16 (66.67%) Social Skills
2 13 (54.17%) SQL
2 13 (54.17%) Data Modelling
2 13 (54.17%) ETL
3 12 (50.00%) Big Data
4 11 (45.83%) Business Intelligence
5 10 (41.67%) Oracle
6 9 (37.50%) Informatica
6 9 (37.50%) Azure
6 9 (37.50%) Logical Data Model
6 9 (37.50%) Presentation Skills
7 8 (33.33%) Physical Data Model
7 8 (33.33%) StreamSets
7 8 (33.33%) Stakeholder Management
8 7 (29.17%) PowerCenter
8 7 (29.17%) SharePoint
8 7 (29.17%) Data Lake
8 7 (29.17%) Data Architecture
9 6 (25.00%) Data Integration
9 6 (25.00%) Analytics
9 6 (25.00%) Strategic Roadmap
9 6 (25.00%) Power Platform
9 6 (25.00%) Power BI
9 6 (25.00%) SQL Server
9 6 (25.00%) Agile Software Development
10 5 (20.83%) Salesforce.com
10 5 (20.83%) CRM
10 5 (20.83%) Azure Data Factory
10 5 (20.83%) Kafka
10 5 (20.83%) Data Quality

Data Warehouse
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 7 (29.17%) SharePoint
2 2 (8.33%) Oracle SOA Suite
Applications
1 3 (12.50%) Microsoft Excel
1 3 (12.50%) Microsoft Project
2 1 (4.17%) SPSS
Business Applications
1 3 (12.50%) Salesforce.com CRM
Cloud Services
1 9 (37.50%) Azure
2 6 (25.00%) Power Platform
3 5 (20.83%) Azure Data Factory
4 4 (16.67%) Azure Synapse Analytics
5 3 (12.50%) Microsoft 365
6 2 (8.33%) AWS
7 1 (4.17%) Snowflake
Database & Business Intelligence
1 12 (50.00%) Big Data
2 7 (29.17%) Data Lake
2 7 (29.17%) PowerCenter
3 6 (25.00%) Power BI
3 6 (25.00%) SQL Server
4 4 (16.67%) Azure SQL Data Warehouse
4 4 (16.67%) Hadoop
4 4 (16.67%) MongoDB
4 4 (16.67%) SQL Server Integration Services
4 4 (16.67%) SQL Server Reporting Services
5 3 (12.50%) BusinessObjects
5 3 (12.50%) NoSQL
5 3 (12.50%) QlikView
6 2 (8.33%) Amazon Redshift
6 2 (8.33%) Oracle Reports
7 1 (4.17%) Amazon RDS
7 1 (4.17%) Data Mart
7 1 (4.17%) Microsoft Analysis Services
7 1 (4.17%) SQL Server Analysis Services
7 1 (4.17%) Star Schema
Development Applications
1 3 (12.50%) SQL Server Management Studio (SSMS)
2 1 (4.17%) ER Studio
2 1 (4.17%) ERwin
General
1 16 (66.67%) Social Skills
2 9 (37.50%) Presentation Skills
3 3 (12.50%) Automotive
3 3 (12.50%) Publishing
3 3 (12.50%) Retail
4 1 (4.17%) Documentation Skills
4 1 (4.17%) Public Sector
Job Titles
1 9 (37.50%) Architect
2 6 (25.00%) Data Architect
3 5 (20.83%) Designer
3 5 (20.83%) Solutions Designer
4 4 (16.67%) Consultant
4 4 (16.67%) Solutions Architect
5 3 (12.50%) Analyst
5 3 (12.50%) Azure Architect
5 3 (12.50%) Data Analyst
6 2 (8.33%) Azure Consultant
6 2 (8.33%) Business Solution Architect
7 1 (4.17%) Business Developer
7 1 (4.17%) Business Intelligence Data Analyst
7 1 (4.17%) Data Warehouse Developer
7 1 (4.17%) Developer
7 1 (4.17%) Power BI Analyst
7 1 (4.17%) Senior Data Modeller
7 1 (4.17%) SSIS Analyst
7 1 (4.17%) SSRS Analyst
7 1 (4.17%) Test Manager
Libraries, Frameworks & Software Standards
1 5 (20.83%) Kafka
2 4 (16.67%) SOAP
3 2 (8.33%) REST
4 1 (4.17%) Web Services
Miscellaneous
1 2 (8.33%) Data Protection Act
1 2 (8.33%) Enterprise Software
2 1 (4.17%) Legacy Systems
2 1 (4.17%) Management Information System
2 1 (4.17%) Self-Motivation
Processes & Methodologies
1 13 (54.17%) Data Modelling
1 13 (54.17%) ETL
2 11 (45.83%) Business Intelligence
3 9 (37.50%) Logical Data Model
4 8 (33.33%) Physical Data Model
4 8 (33.33%) Stakeholder Management
5 7 (29.17%) Data Architecture
6 6 (25.00%) Agile Software Development
6 6 (25.00%) Analytics
6 6 (25.00%) Data Integration
6 6 (25.00%) Strategic Roadmap
7 5 (20.83%) CRM
8 4 (16.67%) Data Analysis
8 4 (16.67%) Data Governance
8 4 (16.67%) Data Strategy
8 4 (16.67%) Microservices
8 4 (16.67%) Project Delivery
8 4 (16.67%) Technical Leadership
8 4 (16.67%) Translating Business Requirements
9 3 (12.50%) Data Cleansing
Programming Languages
1 13 (54.17%) SQL
2 4 (16.67%) Java
3 2 (8.33%) Python
4 1 (4.17%) Data Analysis Expressions (DAX)
4 1 (4.17%) T-SQL
Qualifications
1 2 (8.33%) SC Cleared
1 2 (8.33%) Security Cleared
2 1 (4.17%) DV Cleared
Quality Assurance & Compliance
1 5 (20.83%) Data Quality
2 1 (4.17%) QA
2 1 (4.17%) SLA
Vendors
1 10 (41.67%) Oracle
2 9 (37.50%) Informatica
3 8 (33.33%) StreamSets
4 5 (20.83%) Salesforce.com
5 4 (16.67%) IBM
5 4 (16.67%) SAP
6 3 (12.50%) Databricks
7 1 (4.17%) Microsoft
7 1 (4.17%) TIBCO