Period
to 27 October 2021

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Data Quality skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Quality 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 Quality
Buckinghamshire > Milton Keynes
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 50 43 69
Rank change year-on-year -7 +26 +18
Contract jobs citing Data Quality 14 3 11
As % of all contract jobs advertised in Milton Keynes 2.16% 0.85% 1.19%
As % of the Quality Assurance & Compliance category 16.67% 9.09% 8.80%
Number of daily rates quoted 12 3 9
10th Percentile £407 £203 £418
25th Percentile £413 £244 £481
Median daily rate (50th Percentile) £425 £325 £490
Median % change year-on-year +30.77% -33.67% -24.62%
75th Percentile £478 £481 £550
90th Percentile £521 £568 £655
Buckinghamshire median daily rate £425 £325 £490
% change year-on-year +30.77% -33.67% -24.62%

Data Quality is in the Quality Assurance and Compliance 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 quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Milton Keynes
Contract vacancies with a requirement for quality assurance or compliance skills 84 33 125
As % of all contract IT jobs advertised in Milton Keynes 12.98% 9.38% 13.53%
Number of daily rates quoted 63 17 92
10th Percentile £212 £238 £187
25th Percentile £403 £300 £394
Median daily rate (50th Percentile) £475 £349 £450
Median % change year-on-year +36.12% -22.46% +12.50%
75th Percentile £625 £530 £544
90th Percentile £670 £625 £569
Buckinghamshire median daily rate £488 £355 £450
% change year-on-year +37.44% -21.18% +12.50%
Number of hourly rates quoted 3 1 12
Median hourly rate £39.50 £10.95 £15.75
Median % change year-on-year +260.73% -30.48% +16.67%
Buckinghamshire median hourly rate £39.50 £10.95 £15.75
% change year-on-year +260.73% -30.48% +12.50%

Data Quality
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Data Quality in Milton Keynes

Data Quality
Contractor Daily Rate Trend in Milton Keynes

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

Daily rate trend for Data Quality in Milton Keynes

Data Quality
Daily Rate Histogram in Milton Keynes

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

Daily rate histogram for Data Quality in Milton Keynes

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

1 7 (50.00%) Social Skills
2 6 (42.86%) Data Lake
2 6 (42.86%) Informatica
3 5 (35.71%) Data Warehouse
3 5 (35.71%) Agile Software Development
3 5 (35.71%) Big Data
4 4 (28.57%) SQL
4 4 (28.57%) Data Ingestion
5 3 (21.43%) Databricks
5 3 (21.43%) Scaled Agile Framework
5 3 (21.43%) StreamSets
5 3 (21.43%) Azure Synapse Analytics
5 3 (21.43%) Salesforce.com
5 3 (21.43%) SAP
5 3 (21.43%) Data Management
5 3 (21.43%) Information Management
5 3 (21.43%) Azure
5 3 (21.43%) Analytics
5 3 (21.43%) Use Case
5 3 (21.43%) Data Cleansing
5 3 (21.43%) Data Integration
6 2 (14.29%) Business Analysis
6 2 (14.29%) Enterprise Software
6 2 (14.29%) DevOps
6 2 (14.29%) Test Planning
6 2 (14.29%) Data Analysis
6 2 (14.29%) Management Information System
6 2 (14.29%) Finance
6 2 (14.29%) Scrum
6 2 (14.29%) SQL Server

Data Quality
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 1 (7.14%) Apache Spark
Applications
1 1 (7.14%) Microsoft Office
Cloud Services
1 3 (21.43%) Azure
1 3 (21.43%) Azure Synapse Analytics
2 2 (14.29%) Azure Data Factory
2 2 (14.29%) Power Platform
3 1 (7.14%) AWS
3 1 (7.14%) Snowflake
Database & Business Intelligence
1 6 (42.86%) Data Lake
2 5 (35.71%) Big Data
2 5 (35.71%) Data Warehouse
3 2 (14.29%) Power BI
3 2 (14.29%) PowerCenter
3 2 (14.29%) SQL Server
4 1 (7.14%) Amazon Redshift
4 1 (7.14%) Apache Hive
4 1 (7.14%) Cloudera CDH
4 1 (7.14%) Hadoop
4 1 (7.14%) HBase
4 1 (7.14%) Impala
4 1 (7.14%) NoSQL
4 1 (7.14%) Sqoop
4 1 (7.14%) Star Schema
4 1 (7.14%) Tableau
General
1 7 (50.00%) Social Skills
2 2 (14.29%) Finance
3 1 (7.14%) Analytical Skills
3 1 (7.14%) Automotive
3 1 (7.14%) Inclusion and Diversity
3 1 (7.14%) Marketing
3 1 (7.14%) Retail
Job Titles
1 4 (28.57%) Consultant
1 4 (28.57%) Test Manager
2 3 (21.43%) Architect
3 2 (14.29%) Azure Consultant
3 2 (14.29%) Informatica Architect
3 2 (14.29%) Test Leader
4 1 (7.14%) Administrator
4 1 (7.14%) Analyst
4 1 (7.14%) Big Data Engineer
4 1 (7.14%) Data Analyst
4 1 (7.14%) Data Architect
4 1 (7.14%) Data Engineer
4 1 (7.14%) Developer
4 1 (7.14%) ETL Consultant
4 1 (7.14%) Informatica Developer
4 1 (7.14%) IT Administrator
4 1 (7.14%) Lead Architect
4 1 (7.14%) Lead Developer
Libraries, Frameworks & Software Standards
1 1 (7.14%) Kafka
Miscellaneous
1 2 (14.29%) Enterprise Software
1 2 (14.29%) Management Information System
2 1 (7.14%) Data Protection Act
Processes & Methodologies
1 5 (35.71%) Agile Software Development
2 4 (28.57%) Data Ingestion
3 3 (21.43%) Analytics
3 3 (21.43%) Data Cleansing
3 3 (21.43%) Data Integration
3 3 (21.43%) Data Management
3 3 (21.43%) Information Management
3 3 (21.43%) Scaled Agile Framework
3 3 (21.43%) Use Case
4 2 (14.29%) API Integration
4 2 (14.29%) Business Analysis
4 2 (14.29%) Data Analysis
4 2 (14.29%) Data Modelling
4 2 (14.29%) DevOps
4 2 (14.29%) ETL
4 2 (14.29%) Microservices
4 2 (14.29%) Scrum
4 2 (14.29%) Test Planning
5 1 (7.14%) Analytical Thinking
5 1 (7.14%) Technical Leadership
Programming Languages
1 4 (28.57%) SQL
2 1 (7.14%) Java
2 1 (7.14%) Python
2 1 (7.14%) Scala
Qualifications
1 1 (7.14%) AAT
1 1 (7.14%) SC Cleared
1 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 1 (7.14%) QA
System Software
1 1 (7.14%) Apache Flume
Vendors
1 6 (42.86%) Informatica
2 3 (21.43%) Databricks
2 3 (21.43%) Salesforce.com
2 3 (21.43%) SAP
2 3 (21.43%) StreamSets
3 1 (7.14%) Adobe
3 1 (7.14%) Cloudera
3 1 (7.14%) Microsoft