Period
to 18 October 2018

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 18 October 2018 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
18 Oct 2018
Same period 2017 Same period 2016
Rank 88 105 78
Rank change year-on-year +17 -27 -27
Contract jobs citing Data Quality 18 12 17
As % of all contract IT jobs advertised in Milton Keynes 1.29% 0.71% 1.32%
As % of the Quality Assurance & Compliance category 8.87% 4.43% 8.46%
Number of daily rates quoted 8 7 8
Milton Keynes median daily rate £650 £425 £438
Median daily rate % change year-on-year +52.94% -2.86% +25.00%
10th Percentile £387 £235 £398
90th Percentile £725 £478 £491
Buckinghamshire median daily rate £650 £425 £425
% change year-on-year +52.94% - +21.43%
Number of hourly rates quoted 0 1 0
Milton Keynes median hourly rate - £19.00 -
Buckinghamshire median hourly rate - £16.82 -

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 203 271 201
As % of all contract IT jobs advertised in Milton Keynes 14.52% 16.11% 15.59%
Number of daily rates quoted 115 153 132
Milton Keynes median daily rate £400 £350 £434
Median daily rate % change year-on-year +14.29% -19.40% +24.07%
10th Percentile £200 £184 £200
90th Percentile £629 £510 £538
Buckinghamshire median daily rate £400 £350 £425
% change year-on-year +14.29% -17.65% +21.43%
Number of hourly rates quoted 14 6 6
Milton Keynes median hourly rate £13.50 £18.00 £14.68
Median hourly rate % change year-on-year -25.00% +22.66% -22.76%
10th Percentile £9.75 £15.46 £10.03
90th Percentile £16.46 £18.75 £20.38
Buckinghamshire median hourly rate £14.03 £18.00 £15.00
% change year-on-year -22.08% +20.00% -23.08%

Data Quality
Job Vacancy Trend in Milton Keynes

Job postings citing Data Quality as a percentage 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

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Quality in Milton Keynes.

Contractor daily rate trend for Data Quality in Milton Keynes

Data Quality
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Data Quality in Milton Keynes over the 6 months to 18 October 2018.

Contractor daily rate histogram for Data Quality in Milton Keynes

For the 6 months to 18 October 2018, 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 14 (77.78%) Data Warehouse
1 14 (77.78%) ETL
1 14 (77.78%) Big Data
2 13 (72.22%) Hadoop
2 13 (72.22%) Analytics
2 13 (72.22%) Relational Database
2 13 (72.22%) Data Lake
2 13 (72.22%) OLAP
3 12 (66.67%) Disaster Recovery
3 12 (66.67%) Data Management
3 12 (66.67%) Data Mapping
3 12 (66.67%) SDLC
3 12 (66.67%) Data Architecture
3 12 (66.67%) NoSQL
3 12 (66.67%) Talend
3 12 (66.67%) Business Analytics
3 12 (66.67%) Apache Hive
3 12 (66.67%) High Availability
4 8 (44.44%) Informatica
4 8 (44.44%) Ab Initio
4 8 (44.44%) SAS
5 7 (38.89%) Retail
6 5 (27.78%) Oracle OLAP
6 5 (27.78%) Problem Management
6 5 (27.78%) Incident Management
6 5 (27.78%) Oracle
6 5 (27.78%) Data Governance
6 5 (27.78%) Change Control
6 5 (27.78%) Capacity Planning
6 5 (27.78%) Runbook

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 8 (44.44%) SAS
2 3 (16.67%) Apache
3 1 (5.56%) Apache Spark
Applications
1 1 (5.56%) Microsoft Office
Business Applications
1 2 (11.11%) Dynamics CRM
Cloud Services
1 4 (22.22%) Microsoft Azure
2 2 (11.11%) Dynamics 365
2 2 (11.11%) Office 365
3 1 (5.56%) Amazon AWS
3 1 (5.56%) Amazon S3
3 1 (5.56%) Azure Data Factory
Database & Business Intelligence
1 14 (77.78%) Big Data
1 14 (77.78%) Data Warehouse
2 13 (72.22%) Data Lake
2 13 (72.22%) Hadoop
2 13 (72.22%) OLAP
2 13 (72.22%) Relational Database
3 12 (66.67%) Apache Hive
3 12 (66.67%) NoSQL
4 5 (27.78%) Oracle OLAP
5 4 (22.22%) SQL Server
6 3 (16.67%) Power BI
7 1 (5.56%) BusinessObjects
7 1 (5.56%) DB2
7 1 (5.56%) Enterprise Data Warehouse
7 1 (5.56%) HBase
7 1 (5.56%) HDInsight
7 1 (5.56%) Impala
7 1 (5.56%) MongoDB
7 1 (5.56%) MySQL
7 1 (5.56%) Pentaho
Development Applications
1 2 (11.11%) Visual Studio
2 1 (5.56%) Git (software)
2 1 (5.56%) Jenkins
2 1 (5.56%) LSMW
General
1 7 (38.89%) Retail
2 1 (5.56%) Back Office
2 1 (5.56%) Finance
2 1 (5.56%) Manufacturing
2 1 (5.56%) Marketing
Job Titles
1 11 (61.11%) Developer
2 5 (27.78%) Hadoop Developer
3 3 (16.67%) Oracle Developer
4 2 (11.11%) CRM Developer
4 2 (11.11%) Data Engineer
4 2 (11.11%) Dynamics CRM Developer
4 2 (11.11%) Lead Developer
4 2 (11.11%) Senior Developer
5 1 (5.56%) Big Data Engineer
5 1 (5.56%) Business Intelligence Developer
5 1 (5.56%) ETL Developer
5 1 (5.56%) Hadoop Engineer
5 1 (5.56%) Microsoft Developer
5 1 (5.56%) Oracle ETL Developer
5 1 (5.56%) Power BI Developer
Libraries, Frameworks & Software Standards
1 2 (11.11%) .NET
1 2 (11.11%) ASP.NET
2 1 (5.56%) EDI
2 1 (5.56%) Kafka
2 1 (5.56%) LAMP
2 1 (5.56%) LAPP Stack
2 1 (5.56%) RabbitMQ
Miscellaneous
1 1 (5.56%) Analytical Skills
1 1 (5.56%) Data Structures
Operating Systems
1 2 (11.11%) Windows
1 2 (11.11%) Windows Server 2003
1 2 (11.11%) Windows Server 2008
1 2 (11.11%) Windows Server 2012
2 1 (5.56%) Linux
Processes & Methodologies
1 14 (77.78%) ETL
2 13 (72.22%) Analytics
3 12 (66.67%) Business Analytics
3 12 (66.67%) Data Architecture
3 12 (66.67%) Data Management
3 12 (66.67%) Data Mapping
3 12 (66.67%) Disaster Recovery
3 12 (66.67%) High Availability
3 12 (66.67%) SDLC
4 5 (27.78%) Capacity Planning
4 5 (27.78%) Change Control
4 5 (27.78%) Data Governance
4 5 (27.78%) Incident Management
4 5 (27.78%) Problem Management
4 5 (27.78%) Runbook
5 3 (16.67%) CRM
5 3 (16.67%) Data Visualisation
5 3 (16.67%) Visualisation
6 2 (11.11%) Business Intelligence
6 2 (11.11%) Data Modelling
Programming Languages
1 2 (11.11%) C#
1 2 (11.11%) JavaScript
1 2 (11.11%) PowerShell
1 2 (11.11%) Python
1 2 (11.11%) SQL
2 1 (5.56%) HiveQL
2 1 (5.56%) Java
2 1 (5.56%) PL/SQL
2 1 (5.56%) R
2 1 (5.56%) Scala
2 1 (5.56%) Shell Script
2 1 (5.56%) T-SQL
Qualifications
1 2 (11.11%) MCP
1 2 (11.11%) MCSE
1 2 (11.11%) Microsoft Certification
2 1 (5.56%) ITIL Foundation Certificate
2 1 (5.56%) Security Cleared
Quality Assurance & Compliance
1 1 (5.56%) GDPR
System Software
1 1 (5.56%) Docker
Systems Management
1 2 (11.11%) Ambari
1 2 (11.11%) Ganglia
1 2 (11.11%) Nagios
2 1 (5.56%) Kibana
2 1 (5.56%) Systems Management Server (SMS)
Vendors
1 12 (66.67%) Talend
2 8 (44.44%) Ab Initio
2 8 (44.44%) Informatica
3 5 (27.78%) Oracle
4 4 (22.22%) Microsoft
5 3 (16.67%) Cloudera
6 2 (11.11%) Hortonworks
6 2 (11.11%) MapR
7 1 (5.56%) IBM
7 1 (5.56%) SAP
7 1 (5.56%) Splunk
7 1 (5.56%) Tableau