Period
to 20 July 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 20 July 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
20 Jul 2018
Same period 2017 Same period 2016
Rank 77 115 70
Rank change year-on-year +38 -45 -3
Contract jobs citing Data Quality 26 5 28
As % of all contract IT jobs advertised in Milton Keynes 1.69% 0.32% 1.95%
As % of the Quality Assurance & Compliance category 10.20% 2.27% 13.86%
Number of daily rates quoted 16 3 17
Milton Keynes median daily rate £575 £425 £400
Median daily rate % change year-on-year +35.29% +6.25% +14.29%
10th Percentile £428 £413 £350
90th Percentile £675 £438 £470
Buckinghamshire median daily rate £575 £425 £400
% change year-on-year +35.29% +6.25% +14.29%
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 255 220 202
As % of all contract IT jobs advertised in Milton Keynes 16.56% 14.18% 14.06%
Number of daily rates quoted 139 111 111
Milton Keynes median daily rate £395 £375 £401
Median daily rate % change year-on-year +5.33% -6.37% +14.43%
10th Percentile £200 £210 £195
90th Percentile £603 £500 £538
Buckinghamshire median daily rate £380 £358 £400
% change year-on-year +6.29% -10.63% +14.29%
Number of hourly rates quoted 16 5 6
Milton Keynes median hourly rate £13.25 £14.00 £15.00
Median hourly rate % change year-on-year -5.36% -6.67% +3.45%
10th Percentile £8.89 £14.00 £12.55
90th Percentile £15.03 £18.90 £20.88
Buckinghamshire median hourly rate £13.50 £14.32 £16.05
% change year-on-year -5.69% -10.78% -7.48%

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 20 July 2018.

Contractor daily rate histogram for Data Quality in Milton Keynes

For the 6 months to 20 July 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 18 (69.23%) Big Data
2 17 (65.38%) Relational Database
3 16 (61.54%) Data Warehouse
3 16 (61.54%) ETL
4 14 (53.85%) OLAP
4 14 (53.85%) Analytics
4 14 (53.85%) Talend
4 14 (53.85%) Hadoop
4 14 (53.85%) NoSQL
4 14 (53.85%) Apache Hive
5 13 (50.00%) Data Lake
6 11 (42.31%) Data Management
6 11 (42.31%) Oracle
6 11 (42.31%) Oracle OLAP
6 11 (42.31%) Data Mapping
6 11 (42.31%) Data Architecture
6 11 (42.31%) Business Analytics
6 11 (42.31%) SDLC
6 11 (42.31%) Power BI
7 10 (38.46%) Runbook
7 10 (38.46%) Change Control
7 10 (38.46%) Problem Management
7 10 (38.46%) Incident Management
7 10 (38.46%) Capacity Planning
7 10 (38.46%) High Availability
7 10 (38.46%) Data Governance
7 10 (38.46%) Business Intelligence
7 10 (38.46%) Disaster Recovery
8 9 (34.62%) Informatica
8 9 (34.62%) Data Visualisation

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 (30.77%) SAS
2 3 (11.54%) Apache
2 3 (11.54%) Apache Spark
Applications
1 3 (11.54%) Microsoft Office
2 2 (7.69%) Microsoft Project
3 1 (3.85%) Microsoft Excel
3 1 (3.85%) Microsoft PowerPoint
Cloud Services
1 9 (34.62%) Microsoft Azure
2 3 (11.54%) Amazon AWS
2 3 (11.54%) Amazon S3
2 3 (11.54%) Azure Data Factory
3 1 (3.85%) GitHub
Database & Business Intelligence
1 18 (69.23%) Big Data
2 17 (65.38%) Relational Database
3 16 (61.54%) Data Warehouse
4 14 (53.85%) Apache Hive
4 14 (53.85%) Hadoop
4 14 (53.85%) NoSQL
4 14 (53.85%) OLAP
5 13 (50.00%) Data Lake
6 11 (42.31%) Oracle OLAP
6 11 (42.31%) Power BI
7 6 (23.08%) OLTP
7 6 (23.08%) RDBMS
7 6 (23.08%) SQL Server
8 3 (11.54%) DB2
8 3 (11.54%) HBase
8 3 (11.54%) MongoDB
8 3 (11.54%) MySQL
8 3 (11.54%) Pentaho
8 3 (11.54%) PostgreSQL
8 3 (11.54%) Star Schema
Development Applications
1 3 (11.54%) Git (software)
1 3 (11.54%) Jenkins
2 1 (3.85%) LSMW
General
1 2 (7.69%) Dutch Language
1 2 (7.69%) French Language
1 2 (7.69%) German Language
1 2 (7.69%) Italian Language
1 2 (7.69%) Law
1 2 (7.69%) Spanish Language
2 1 (3.85%) Back Office
2 1 (3.85%) Finance
2 1 (3.85%) Games
2 1 (3.85%) Manufacturing
2 1 (3.85%) Marketing
Job Titles
1 12 (46.15%) Developer
2 7 (26.92%) Hadoop Developer
2 7 (26.92%) Oracle Developer
3 6 (23.08%) Data Engineer
4 3 (11.54%) Business Intelligence Consultant
4 3 (11.54%) Consultant
4 3 (11.54%) Power BI Consultant
5 2 (7.69%) Ab Initio Developer
5 2 (7.69%) Azure Engineer
5 2 (7.69%) Big Data Engineer
5 2 (7.69%) Business Intelligence Developer
5 2 (7.69%) ETL Developer
5 2 (7.69%) Informatica Developer
5 2 (7.69%) Power BI Developer
5 2 (7.69%) Project Manager
5 2 (7.69%) Senior Developer
6 1 (3.85%) Implementation Manager
6 1 (3.85%) SAS Developer
6 1 (3.85%) Technical Manager
6 1 (3.85%) Technical Support Specialist
Libraries, Frameworks & Software Standards
1 3 (11.54%) Kafka
1 3 (11.54%) LAMP
1 3 (11.54%) LAPP Stack
1 3 (11.54%) RabbitMQ
2 1 (3.85%) EDI
2 1 (3.85%) Flask
2 1 (3.85%) Play Framework
Miscellaneous
1 3 (11.54%) Analytical Skills
1 3 (11.54%) Data Structures
2 2 (7.69%) Management Information System
Operating Systems
1 3 (11.54%) Linux
Processes & Methodologies
1 16 (61.54%) ETL
2 14 (53.85%) Analytics
3 11 (42.31%) Business Analytics
3 11 (42.31%) Data Architecture
3 11 (42.31%) Data Management
3 11 (42.31%) Data Mapping
3 11 (42.31%) SDLC
4 10 (38.46%) Business Intelligence
4 10 (38.46%) Capacity Planning
4 10 (38.46%) Change Control
4 10 (38.46%) Data Governance
4 10 (38.46%) Disaster Recovery
4 10 (38.46%) High Availability
4 10 (38.46%) Incident Management
4 10 (38.46%) Problem Management
4 10 (38.46%) Runbook
5 9 (34.62%) Data Visualisation
5 9 (34.62%) Visualisation
6 6 (23.08%) Kimball Methodology
7 5 (19.23%) Balanced Scorecard
Programming Languages
1 5 (19.23%) Python
1 5 (19.23%) SQL
2 3 (11.54%) HiveQL
2 3 (11.54%) Java
2 3 (11.54%) PL/SQL
2 3 (11.54%) Scala
2 3 (11.54%) Shell Script
2 3 (11.54%) T-SQL
3 1 (3.85%) Bash Shell
3 1 (3.85%) R
Qualifications
1 2 (7.69%) CTC Cleared
1 2 (7.69%) Degree
1 2 (7.69%) SC Cleared
1 2 (7.69%) Security Cleared
Quality Assurance & Compliance
1 3 (11.54%) GDPR
System Software
1 3 (11.54%) Docker
Systems Management
1 3 (11.54%) Kibana
2 1 (3.85%) Systems Management Server (SMS)
Vendors
1 14 (53.85%) Talend
2 11 (42.31%) Oracle
3 9 (34.62%) Informatica
4 8 (30.77%) Ab Initio
4 8 (30.77%) Microsoft
5 3 (11.54%) Cloudera
5 3 (11.54%) IBM
5 3 (11.54%) Splunk
5 3 (11.54%) Tableau
6 1 (3.85%) SAP