The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Data Architecture skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Architecture over the 3 months to 27 March 2017 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 Architecture
Buckinghamshire / Milton Keynes
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 67 - -
Rank change year-on-year - 0  
Contract jobs citing Data Architecture 2 0 0
As % of all contract IT jobs advertised in Milton Keynes 0.27% - -
As % of the Processes & Methodologies category 0.32% - -
Number of daily rates quoted 2 0 0
Median daily rate £394 - -
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £36.50

Data Architecture is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Milton Keynes with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Milton Keynes
Contract job vacancies with a requirement for process and methodology skills 624 646 666
As % of all contract IT job vacancies advertised in Milton Keynes 84.67% 85.90% 79.38%
Number of daily rates quoted 342 366 344
Median daily rate £415 £410 £366
Median daily rate % change year-on-year +1.21% +11.94%  
90% offered a daily rate of more than £325 £300 £280
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 11 7 7
Median hourly rate £14.00 £15.00 £40.00
Median hourly rate % change year-on-year -6.66% -62.50%  
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

Data Architecture
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes citing Data Architecture as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Architecture in Milton Keynes

Data Architecture
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Data Architecture in Milton Keynes

Data Architecture
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Data Architecture in Milton Keynes over the 3 months to 27 March 2017.

Contractor daily rate histogram for Data Architecture in Milton Keynes

Data Architecture
Top 30 Co-occurring IT Skills in Milton Keynes

For the 6 months to 27 March 2017, IT contractor jobs citing Data Architecture 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 Architecture.

1 4 (66.67%) Data Modelling
1 4 (66.67%) ETL
1 4 (66.67%) Agile Software Development
2 3 (50.00%) Data Warehouse
2 3 (50.00%) Hadoop
2 3 (50.00%) Big Data
3 2 (33.33%) Cloudera
3 2 (33.33%) Scala
3 2 (33.33%) Continuous Integration
3 2 (33.33%) SQL Server Analysis Services
3 2 (33.33%) Apache Hive
3 2 (33.33%) MongoDB
3 2 (33.33%) Apache Cassandra
3 2 (33.33%) NoSQL
3 2 (33.33%) MapReduce
3 2 (33.33%) Data Governance
3 2 (33.33%) Data Quality
3 2 (33.33%) HBase
3 2 (33.33%) Microsoft Analysis Services
3 2 (33.33%) SQL Server Integration Services
3 2 (33.33%) Finance
3 2 (33.33%) Star Schema
3 2 (33.33%) Java
3 2 (33.33%) Perl
3 2 (33.33%) SQL Server
3 2 (33.33%) OLAP
3 2 (33.33%) Python
3 2 (33.33%) Apache Flume
3 2 (33.33%) Apache Pig
3 2 (33.33%) HDFS

Data Architecture
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 2 (33.33%) Apache Pig
1 2 (33.33%) Apache Spark
Database & Business Intelligence
1 3 (50.00%) Big Data
1 3 (50.00%) Data Warehouse
1 3 (50.00%) Hadoop
2 2 (33.33%) Apache Cassandra
2 2 (33.33%) Apache Hive
2 2 (33.33%) HBase
2 2 (33.33%) Impala
2 2 (33.33%) Microsoft Analysis Services
2 2 (33.33%) MongoDB
2 2 (33.33%) NoSQL
2 2 (33.33%) OLAP
2 2 (33.33%) SQL Server
2 2 (33.33%) SQL Server 2016
2 2 (33.33%) SQL Server Analysis Services
2 2 (33.33%) SQL Server Integration Services
2 2 (33.33%) Sqoop
2 2 (33.33%) Star Schema
3 1 (16.67%) Data Lake
General
1 2 (33.33%) Finance
2 1 (16.67%) Marketing
Job Titles
1 4 (66.67%) Architect
1 4 (66.67%) Data Architect
2 2 (33.33%) Big Data Developer
2 2 (33.33%) Data Warehouse Architect
2 2 (33.33%) Developer
3 1 (16.67%) Apache Spark Developer
3 1 (16.67%) Big Data Architect
3 1 (16.67%) CRM Architect
3 1 (16.67%) Hadoop Architect
3 1 (16.67%) Netezza Architect
3 1 (16.67%) Scala Developer
3 1 (16.67%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (33.33%) Spark Streaming
2 1 (16.67%) Kafka
Processes & Methodologies
1 4 (66.67%) Agile Software Development
1 4 (66.67%) Data Modelling
1 4 (66.67%) ETL
2 2 (33.33%) Continuous Integration
2 2 (33.33%) Data Governance
2 2 (33.33%) Data Lineage
2 2 (33.33%) MapReduce
3 1 (16.67%) Analytics
3 1 (16.67%) Analytics Management
3 1 (16.67%) CRM
3 1 (16.67%) Data Security
3 1 (16.67%) Digital Marketing
3 1 (16.67%) Dimensional Modelling
3 1 (16.67%) Personalization
Programming Languages
1 2 (33.33%) Java
1 2 (33.33%) Perl
1 2 (33.33%) Python
1 2 (33.33%) Scala
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
System Software
1 2 (33.33%) Apache Flume
1 2 (33.33%) HDFS
Systems Management
1 2 (33.33%) Hadoop YARN
Vendors
1 2 (33.33%) Cloudera
2 1 (16.67%) Netezza