Period
to 21 April 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 21 April 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
21 Apr 2018
Same period 2017 Same period 2016
Rank 86 97 57
Rank change year-on-year +11 -40 +29
Contract jobs citing Data Quality 28 2 41
As % of all contract IT jobs advertised in Milton Keynes 1.75% 0.15% 2.77%
As % of the Quality Assurance & Compliance category 11.62% 1.12% 19.34%
Number of daily rates quoted 20 2 29
Milton Keynes median daily rate £550 £500 £400
Median daily rate % change year-on-year +10.00% +25.00% +18.52%
10th Percentile £313 £475 £323
90th Percentile £675 £525 £465
Buckinghamshire median daily rate £600 £500 £400
% change year-on-year +20.00% +25.00% +14.29%
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

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 241 178 212
As % of all contract IT jobs advertised in Milton Keynes 15.10% 12.95% 14.32%
Number of daily rates quoted 132 103 116
Milton Keynes median daily rate £388 £420 £375
Median daily rate % change year-on-year -7.63% +11.87% +9.01%
10th Percentile £211 £213 £228
90th Percentile £624 £550 £524
Buckinghamshire median daily rate £375 £400 £375
% change year-on-year -6.25% +6.67% +14.94%
Number of hourly rates quoted 9 4 2
Milton Keynes median hourly rate £11.64 £14.00 £15.10
Median hourly rate % change year-on-year -16.86% -7.28% -8.48%
10th Percentile £8.79 £10.71 £14.29
90th Percentile £19.15 £14.00 £15.83
Buckinghamshire median hourly rate £13.00 £14.00 £16.00
% change year-on-year -7.14% -12.50% -3.03%

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 21 April 2018.

Contractor daily rate histogram for Data Quality in Milton Keynes

For the 6 months to 21 April 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 (50.00%) Data Warehouse
2 13 (46.43%) SQL
2 13 (46.43%) Data Management
3 12 (42.86%) Data Governance
3 12 (42.86%) Big Data
3 12 (42.86%) Oracle
3 12 (42.86%) Business Intelligence
3 12 (42.86%) Microsoft
3 12 (42.86%) Relational Database
4 11 (39.29%) SAS
5 10 (35.71%) ETL
5 10 (35.71%) SQL Server
6 9 (32.14%) OLAP
6 9 (32.14%) Analytics
6 9 (32.14%) Apache Hive
6 9 (32.14%) NoSQL
6 9 (32.14%) Data Integration
6 9 (32.14%) Hadoop
7 8 (28.57%) Talend
7 8 (28.57%) Power BI
7 8 (28.57%) Data Lake
8 7 (25.00%) SDLC
8 7 (25.00%) Java
8 7 (25.00%) Microsoft Excel
8 7 (25.00%) Business Analytics
8 7 (25.00%) Microsoft Azure
8 7 (25.00%) Data Mapping
8 7 (25.00%) Data Architecture
9 6 (21.43%) Visualisation
9 6 (21.43%) Oracle OLAP

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 11 (39.29%) SAS
2 2 (7.14%) Apache
2 2 (7.14%) Apache Spark
Applications
1 7 (25.00%) Microsoft Excel
2 5 (17.86%) Microsoft PowerPoint
3 4 (14.29%) Microsoft Office
4 2 (7.14%) Microsoft Project
Cloud Services
1 7 (25.00%) Microsoft Azure
2 2 (7.14%) Amazon AWS
2 2 (7.14%) Amazon S3
2 2 (7.14%) Azure Data Factory
3 1 (3.57%) GitHub
Database & Business Intelligence
1 14 (50.00%) Data Warehouse
2 12 (42.86%) Big Data
2 12 (42.86%) Relational Database
3 10 (35.71%) SQL Server
4 9 (32.14%) Apache Hive
4 9 (32.14%) Hadoop
4 9 (32.14%) NoSQL
4 9 (32.14%) OLAP
5 8 (28.57%) Data Lake
5 8 (28.57%) Power BI
6 6 (21.43%) Oracle OLAP
6 6 (21.43%) QlikView
7 5 (17.86%) OLTP
7 5 (17.86%) RDBMS
8 4 (14.29%) SAP BW
9 2 (7.14%) DB2
9 2 (7.14%) MySQL
9 2 (7.14%) Pentaho
9 2 (7.14%) PostgreSQL
9 2 (7.14%) Star Schema
Development Applications
1 2 (7.14%) Git (software)
1 2 (7.14%) Jenkins
General
1 6 (21.43%) Finance
2 5 (17.86%) Financial Institution
3 2 (7.14%) Dutch Language
3 2 (7.14%) French Language
3 2 (7.14%) German Language
3 2 (7.14%) Italian Language
3 2 (7.14%) Law
3 2 (7.14%) Spanish Language
4 1 (3.57%) Banking
4 1 (3.57%) Games
4 1 (3.57%) Retail Banking
Job Titles
1 10 (35.71%) Analyst
2 8 (28.57%) Developer
3 6 (21.43%) Business Analyst
3 6 (21.43%) SAS Analyst
3 6 (21.43%) SAS Business Analyst
4 4 (14.29%) Data Analyst
4 4 (14.29%) Data Engineer
4 4 (14.29%) Hadoop Developer
4 4 (14.29%) Oracle Developer
4 4 (14.29%) Senior Analyst
4 4 (14.29%) Senior Data Analyst
5 3 (10.71%) Business Intelligence Consultant
5 3 (10.71%) Consultant
5 3 (10.71%) Power BI Consultant
6 2 (7.14%) Ab Initio Developer
6 2 (7.14%) Azure Engineer
6 2 (7.14%) Informatica Developer
6 2 (7.14%) Project Manager
6 2 (7.14%) Senior Developer
7 1 (3.57%) Technical Support Specialist
Libraries, Frameworks & Software Standards
1 4 (14.29%) XML
2 2 (7.14%) Kafka
2 2 (7.14%) LAMP
2 2 (7.14%) LAPP Stack
2 2 (7.14%) RabbitMQ
3 1 (3.57%) Flask
3 1 (3.57%) Play Framework
Miscellaneous
1 6 (21.43%) Analytical Skills
2 2 (7.14%) Data Structures
2 2 (7.14%) Management Information System
Operating Systems
1 2 (7.14%) Linux
Processes & Methodologies
1 13 (46.43%) Data Management
2 12 (42.86%) Business Intelligence
2 12 (42.86%) Data Governance
3 10 (35.71%) ETL
4 9 (32.14%) Analytics
4 9 (32.14%) Data Integration
5 7 (25.00%) Business Analytics
5 7 (25.00%) Data Architecture
5 7 (25.00%) Data Mapping
5 7 (25.00%) SDLC
6 6 (21.43%) Capacity Planning
6 6 (21.43%) Change Control
6 6 (21.43%) Data Lineage
6 6 (21.43%) Data Visualisation
6 6 (21.43%) Disaster Recovery
6 6 (21.43%) High Availability
6 6 (21.43%) Incident Management
6 6 (21.43%) Problem Management
6 6 (21.43%) Runbook
6 6 (21.43%) Visualisation
Programming Languages
1 13 (46.43%) SQL
2 7 (25.00%) Java
3 6 (21.43%) VBA
4 5 (17.86%) C#
4 5 (17.86%) VB
5 3 (10.71%) Python
6 2 (7.14%) HiveQL
6 2 (7.14%) PL/SQL
6 2 (7.14%) Scala
6 2 (7.14%) Shell Script
6 2 (7.14%) T-SQL
7 1 (3.57%) Bash Shell
Qualifications
1 3 (10.71%) Degree
2 2 (7.14%) CTC Cleared
2 2 (7.14%) SC Cleared
2 2 (7.14%) Security Cleared
Quality Assurance & Compliance
1 2 (7.14%) GDPR
System Software
1 2 (7.14%) Docker
Systems Management
1 2 (7.14%) Kibana
Vendors
1 12 (42.86%) Microsoft
1 12 (42.86%) Oracle
2 8 (28.57%) Talend
3 6 (21.43%) Informatica
3 6 (21.43%) Teradata
4 5 (17.86%) Ab Initio
5 4 (14.29%) SAP
6 2 (7.14%) Cloudera
6 2 (7.14%) IBM
6 2 (7.14%) Splunk
6 2 (7.14%) Tableau