Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 24 November 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 Quality
East of England > Cambridgeshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 84 71 101
Rank change year-on-year -13 +30 -1
Contract jobs citing Data Quality 15 9 10
As % of all contract IT jobs advertised in Cambridgeshire 1.05% 0.79% 0.63%
As % of the Quality Assurance & Compliance category 8.57% 9.47% 7.81%
Number of daily rates quoted 9 6 5
Cambridgeshire median daily rate £363 £375 £325
Median daily rate % change year-on-year -3.33% +15.38% -40.91%
10th Percentile £268 £275 £292
90th Percentile £538 £500 £423
East of England median daily rate £450 £425 £425
% change year-on-year +5.88% - +14.48%
Number of hourly rates quoted 1 1 0
Cambridgeshire median hourly rate £41.50 £27.50 -
Median hourly rate % change year-on-year +50.91% - -
East of England median hourly rate £34.50 £27.50 £25.69
% change year-on-year +25.45% +7.05% +16.77%

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 Cambridgeshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Cambridgeshire
Contract vacancies with a requirement for quality assurance or compliance skills 175 95 128
As % of all contract IT jobs advertised in Cambridgeshire 12.29% 8.33% 8.13%
Number of daily rates quoted 95 39 65
Cambridgeshire median daily rate £375 £300 £370
Median daily rate % change year-on-year +25.00% -18.92% -1.33%
10th Percentile £165 £166 £91
90th Percentile £523 £451 £575
East of England median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 14 15 13
Cambridgeshire median hourly rate £34.75 £35.00 £29.00
Median hourly rate % change year-on-year -0.71% +20.69% +5.45%
10th Percentile £9.80 £11.10 £15.77
90th Percentile £84.93 £77.50 £50.00
East of England median hourly rate £24.25 £37.50 £29.00
% change year-on-year -35.33% +29.31% +5.45%

Data Quality
Job Vacancy Trend in Cambridgeshire

Job postings citing Data Quality as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Data Quality in Cambridgeshire

Data Quality
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Data Quality in Cambridgeshire

Data Quality
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Data Quality in Cambridgeshire over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Quality in Cambridgeshire

Data Quality
Contractor Hourly Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Quality in Cambridgeshire.

Contractor hourly rate trend for Data Quality in Cambridgeshire

Data Quality
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Quality within the Cambridgeshire region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Peterborough -10 7 £351 +17.00% 1
Cambridge -2 6 £400 -23.81% 2
Data Quality
East of England

For the 6 months to 24 November 2017, 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 Cambridgeshire region with a requirement for Data Quality.

1 8 (53.33%) SQL
2 5 (33.33%) Salesforce.com
2 5 (33.33%) Data Analysis
3 4 (26.67%) JSON
3 4 (26.67%) Agile Software Development
3 4 (26.67%) ETL
3 4 (26.67%) Business Intelligence
3 4 (26.67%) Data Cleansing
3 4 (26.67%) Amazon AWS
3 4 (26.67%) Amazon Redshift
4 3 (20.00%) Scala
4 3 (20.00%) Hadoop
4 3 (20.00%) Apache Spark
4 3 (20.00%) Data Deduplication
4 3 (20.00%) Data Warehouse
4 3 (20.00%) Oracle
4 3 (20.00%) Finance
5 2 (13.33%) SOA
5 2 (13.33%) Pharmaceutical
5 2 (13.33%) E-business
5 2 (13.33%) Data Management
5 2 (13.33%) BPEL
5 2 (13.33%) SQL Server
5 2 (13.33%) WebLogic
5 2 (13.33%) JBoss
5 2 (13.33%) Oracle Forms
5 2 (13.33%) Oracle Reports
5 2 (13.33%) Apache
5 2 (13.33%) Tomcat
5 2 (13.33%) VB.NET

Data Quality
Co-occurring IT Skills in Cambridgeshire 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 3 (20.00%) Apache Spark
2 2 (13.33%) Apache
2 2 (13.33%) JBoss
2 2 (13.33%) Oracle HTTP Server
2 2 (13.33%) Oracle Service Bus
2 2 (13.33%) Oracle SOA Suite
2 2 (13.33%) Tomcat
2 2 (13.33%) Tuxedo
2 2 (13.33%) WebLogic
Applications
1 1 (6.67%) Microsoft Excel
Business Applications
1 2 (13.33%) Oracle BPM
2 1 (6.67%) SAP MDG
2 1 (6.67%) SAP MDM
Cloud Services
1 4 (26.67%) Amazon AWS
Communications & Networking
1 2 (13.33%) HTTP
Database & Business Intelligence
1 4 (26.67%) Amazon Redshift
2 3 (20.00%) Data Warehouse
2 3 (20.00%) Hadoop
3 2 (13.33%) Big Data
3 2 (13.33%) Oracle ODI
3 2 (13.33%) Oracle Reports
3 2 (13.33%) SQL Server
4 1 (6.67%) Amazon Aurora
4 1 (6.67%) Amazon RDS
4 1 (6.67%) BusinessObjects
4 1 (6.67%) MySQL
4 1 (6.67%) Oracle BI EE
4 1 (6.67%) Oracle Database
4 1 (6.67%) Spotfire
Development Applications
1 2 (13.33%) Oracle Forms
2 1 (6.67%) ERwin
2 1 (6.67%) Talend Open Studio
General
1 3 (20.00%) Finance
2 2 (13.33%) Pharmaceutical
3 1 (6.67%) Marketing
3 1 (6.67%) Publishing
Job Titles
1 5 (33.33%) Analyst
1 5 (33.33%) Data Analyst
2 4 (26.67%) Administrator
2 4 (26.67%) Developer
2 4 (26.67%) Salesforce Administrator
3 3 (20.00%) AWS Developer
3 3 (20.00%) SQL Developer
4 2 (13.33%) Analyst Developer
4 2 (13.33%) Architect
4 2 (13.33%) Big Data Analyst
4 2 (13.33%) Business Intelligence Architect
4 2 (13.33%) COBOL Programmer
4 2 (13.33%) Developer Analyst
4 2 (13.33%) ETL Analyst
4 2 (13.33%) ETL Developer
4 2 (13.33%) Programmer
4 2 (13.33%) Senior Analyst
4 2 (13.33%) Senior Data Analyst
4 2 (13.33%) SQL Analyst
4 2 (13.33%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (26.67%) JSON
2 2 (13.33%) .NET
2 2 (13.33%) Oracle GoldenGate
2 2 (13.33%) WebCenter
3 1 (6.67%) Visualforce
3 1 (6.67%) XML
3 1 (6.67%) XML Schema
Miscellaneous
1 1 (6.67%) Analytical Skills
Operating Systems
1 2 (13.33%) Unix
2 1 (6.67%) Linux
Processes & Methodologies
1 5 (33.33%) Data Analysis
2 4 (26.67%) Agile Software Development
2 4 (26.67%) Business Intelligence
2 4 (26.67%) Data Cleansing
2 4 (26.67%) ETL
3 3 (20.00%) Data Deduplication
4 2 (13.33%) BPEL
4 2 (13.33%) Continuous Integration
4 2 (13.33%) CRM
4 2 (13.33%) Data Engineering
4 2 (13.33%) Data Management
4 2 (13.33%) E-business
4 2 (13.33%) Master Data Management
4 2 (13.33%) Process Improvement
4 2 (13.33%) SOA
5 1 (6.67%) Business Analysis
5 1 (6.67%) DRM
5 1 (6.67%) Information Management
5 1 (6.67%) Migration
5 1 (6.67%) Scrum
Programming Languages
1 8 (53.33%) SQL
2 3 (20.00%) Scala
3 2 (13.33%) C#
3 2 (13.33%) COBOL
3 2 (13.33%) Java
3 2 (13.33%) PL/SQL
3 2 (13.33%) VB.NET
4 1 (6.67%) Apex Code
4 1 (6.67%) Bash Shell
4 1 (6.67%) Perl
4 1 (6.67%) Python
Qualifications
1 1 (6.67%) Security Cleared
Systems Management
1 2 (13.33%) Data Guard
Vendors
1 5 (33.33%) Salesforce.com
2 3 (20.00%) Oracle
3 2 (13.33%) Hyperion
4 1 (6.67%) Informatica
4 1 (6.67%) SAP
4 1 (6.67%) Talend