The table below looks at the statistics for Data Quality skills in IT contracts advertised for the Milton Keynes region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 51 44 64
Rank change year-on-year
-7 +20
Contract jobs citing Data Quality 12 33 5
As % of all contract IT jobs located in Milton Keynes 1.92% 3.22% 0.61%
As % of the Quality Assurance & Compliance category 11.54% 22.15% 4.76%
Number of daily rates quoted 7 5 4
Median daily rate £438 £475 £275
Median daily rate % change year-on-year
-7.89% +72.72%
90% offered a daily rate of more than £420 £366 £228
10% offered a daily rate of more than £460 £530 £398
UK excluding London median daily rate £425 £450 £375
% change year-on-year
-5.55% +20.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £10.00 £13.50 £16.50
% change year-on-year
-25.92% -18.18%
Data Quality
Buckinghamshire

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in contract jobs advertised in the Milton Keynes region.

Quality Assurance & Compliance Category
Milton Keynes
Contract IT job ads with a match in the
Quality Assurance & Compliance category
104 149 105
As % of all contract IT jobs located in Milton Keynes 16.61% 14.54% 12.74%
Number of daily rates quoted 72 72 50
Median daily rate £431 £300 £315
Median daily rate % change year-on-year
+43.66% -4.76%
90% offered a daily rate of more than £203 £195 £177
10% offered a daily rate of more than £525 £473 £450
UK excluding London median daily rate £400 £413 £376
% change year-on-year
-3.03% +9.63%
Number of hourly rates quoted 3 6 3
Median hourly rate £15.00 £17.10 £12.00
Median hourly rate % change year-on-year
-12.26% +42.47%
90% offered a hourly rate of more than £14.48 £12.00 £9.54
10% offered a hourly rate of more than £23.40 £28.50 £12.80
UK excluding London median hourly rate £30.41 £30.00 £20.00
% change year-on-year
+1.35% +50.00%

Data Quality
Jobs Demand Trend in Milton Keynes

The demand trend of contract jobs across the Milton Keynes region citing Data Quality as a proportion of all IT contracts with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Milton Keynes

Data Quality
Daily Rate Trend in Milton Keynes

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

Data Quality Daily Rate Trend in Milton Keynes

Data Quality
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 25 September 2016, IT contractor jobs citing Data Quality also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Milton Keynes region with a requirement for Data Quality.

1 15 (71.43%) Data Analysis
2 14 (66.67%) ETL
2 14 (66.67%) Analytical Skills
3 12 (57.14%) Data Modelling
3 12 (57.14%) SQL
4 9 (42.86%) Data Warehouse
4 9 (42.86%) Business Intelligence
4 9 (42.86%) Microsoft
5 8 (38.10%) Unix
6 7 (33.33%) Migration
6 7 (33.33%) Data Management
6 7 (33.33%) Data Integration
7 6 (28.57%) Scala
7 6 (28.57%) Hadoop
7 6 (28.57%) Use Case
7 6 (28.57%) Dimensional Modelling
7 6 (28.57%) Apache Hive
7 6 (28.57%) Apache Cassandra
7 6 (28.57%) NoSQL
7 6 (28.57%) Apache Spark
7 6 (28.57%) Logical Data Model
7 6 (28.57%) Physical Data Model
7 6 (28.57%) HBase
7 6 (28.57%) Relational Database
7 6 (28.57%) Impala
7 6 (28.57%) Functional Programming
7 6 (28.57%) MapReduce
7 6 (28.57%) Big Data
7 6 (28.57%) Cloudera
7 6 (28.57%) Analytics

Data Quality
Top Related 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 6 (28.57%) Apache Spark
2 3 (14.29%) SAS
Applications
1 3 (14.29%) MS Excel
2 2 (9.52%) MS Office
2 2 (9.52%) MS PowerPoint
Business Applications
1 6 (28.57%) Dynamics CRM
1 6 (28.57%) Dynamics NAV
2 1 (4.76%) SAP Oil and Gas
Cloud Services
1 1 (4.76%) Office 365
Database & Business Intelligence
1 9 (42.86%) Data Warehouse
2 6 (28.57%) Apache Cassandra
2 6 (28.57%) Apache Hive
2 6 (28.57%) Big Data
2 6 (28.57%) Cloudera CDH
2 6 (28.57%) Data Lake
2 6 (28.57%) Hadoop
2 6 (28.57%) HBase
2 6 (28.57%) Impala
2 6 (28.57%) NoSQL
2 6 (28.57%) Power BI
2 6 (28.57%) RDBMS
2 6 (28.57%) Relational Database
3 2 (9.52%) BusinessObjects
3 2 (9.52%) Crystal Reports
3 2 (9.52%) Oracle Database
3 2 (9.52%) Oracle Database 11g
3 2 (9.52%) Oracle Reports
3 2 (9.52%) SAP Data Services
3 2 (9.52%) SAS Enterprise Guide
Development Applications
1 6 (28.57%) ERwin
General
1 5 (23.81%) Finance
2 4 (19.05%) Retail
3 3 (14.29%) Banking
4 2 (9.52%) Retail Banking
4 2 (9.52%) Telecoms
5 1 (4.76%) Electronics
5 1 (4.76%) Manufacturing
5 1 (4.76%) Marketing
Job Titles
1 9 (42.86%) Analyst
2 8 (38.10%) Data Analyst
3 6 (28.57%) Architect
3 6 (28.57%) Big Data Engineer
3 6 (28.57%) Data Architect
3 6 (28.57%) Data Engineer
3 6 (28.57%) ETL Analyst
3 6 (28.57%) ETL Architect
3 6 (28.57%) Hadoop Engineer
4 5 (23.81%) Business Intelligence Analyst
4 5 (23.81%) Business Intelligence Architect
4 5 (23.81%) Microsoft BI Architect
5 2 (9.52%) Senior Analyst
5 2 (9.52%) Senior Architect
5 2 (9.52%) Senior Data Analyst
5 2 (9.52%) Senior Data Architect
6 1 (4.76%) CRM Analyst
6 1 (4.76%) CRM Architect
6 1 (4.76%) Data Migration Manager
6 1 (4.76%) SQL Data Analyst
Miscellaneous
1 14 (66.67%) Analytical Skills
2 7 (33.33%) Data Integration
3 1 (4.76%) CMDB
Operating Systems
1 8 (38.10%) Unix
2 6 (28.57%) Linux
Processes & Methodologies
1 15 (71.43%) Data Analysis
2 14 (66.67%) ETL
3 12 (57.14%) Data Modelling
4 9 (42.86%) Business Intelligence
5 7 (33.33%) Data Management
5 7 (33.33%) Migration
6 6 (28.57%) Agile Software Development
6 6 (28.57%) Analytics
6 6 (28.57%) CRM
6 6 (28.57%) Data Ingestion
6 6 (28.57%) Dimensional Modelling
6 6 (28.57%) ERP
6 6 (28.57%) Functional Programming
6 6 (28.57%) Logical Data Model
6 6 (28.57%) MapReduce
6 6 (28.57%) Metadata Management
6 6 (28.57%) Physical Data Model
6 6 (28.57%) Scrum
6 6 (28.57%) TDD
6 6 (28.57%) Use Case
Programming Languages
1 12 (57.14%) SQL
2 6 (28.57%) Java
2 6 (28.57%) Scala
3 2 (9.52%) PL/SQL
4 1 (4.76%) T-SQL
Quality Assurance & Compliance
1 1 (4.76%) QA
Vendors
1 9 (42.86%) Microsoft
2 6 (28.57%) Cloudera
3 3 (14.29%) Oracle
3 3 (14.29%) SAP
4 2 (9.52%) Informatica