Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
East of England > Bedfordshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 73 - 134
Rank change year-on-year - +134 +3
Permanent jobs citing Data Quality 24 0 6
As % of all permanent IT jobs advertised in Bedfordshire 2.19% - 0.30%
As % of the Quality Assurance & Compliance category 13.95% - 2.19%
Number of salaries quoted 12 0 6
Bedfordshire median annual salary £50,000 - £45,750
10th Percentile £26,250 - £41,000
90th Percentile £56,000 - £67,500
East of England median annual salary £45,000 £45,000 £37,500
% change year-on-year - +20.00% -30.56%

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 permanent job vacancies advertised in Bedfordshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Bedfordshire
Permanent vacancies with a requirement for quality assurance or compliance skills 172 244 274
As % of all permanent IT jobs advertised in Bedfordshire 15.68% 15.04% 13.82%
Number of salaries quoted 121 189 232
Bedfordshire median annual salary £50,000 £52,500 £48,700
Median salary % change year-on-year -4.76% +7.80% +10.06%
10th Percentile £27,500 £32,700 £25,100
90th Percentile £70,000 £77,500 £67,500
East of England median annual salary £45,000 £45,000 £45,000

Data Quality
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Data Quality in Bedfordshire

Data Quality
Salary Trend in Bedfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality in Bedfordshire.

Salary trend for Data Quality in Bedfordshire

Data Quality
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Data Quality in Bedfordshire over the 6 months to 18 November 2017.

Salary histogram for Data Quality in Bedfordshire

Data Quality
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Bedfordshire region over the 6 months to 18 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton - 15 £50,000 -
Bedford - 4 £27,500 -
Data Quality
East of England

For the 6 months to 18 November 2017, IT 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 job ads across the Bedfordshire region with a requirement for Data Quality.

1 19 (79.17%) SQL
2 16 (66.67%) Analytics
3 14 (58.33%) Data Management
4 12 (50.00%) Retail
4 12 (50.00%) Foreign Exchange (FX)
4 12 (50.00%) Analytical Skills
4 12 (50.00%) Personalization
5 11 (45.83%) Experimental Design
5 11 (45.83%) Numerate Degree
5 11 (45.83%) Strategic Thinking
5 11 (45.83%) Customer Analytics
5 11 (45.83%) Impala
5 11 (45.83%) Apache Spark
5 11 (45.83%) Apache Flume
5 11 (45.83%) Web Services
5 11 (45.83%) Python
5 11 (45.83%) SAS
5 11 (45.83%) MATLAB
5 11 (45.83%) Econometrics
5 11 (45.83%) Statistics
5 11 (45.83%) Mathematics
5 11 (45.83%) Degree
5 11 (45.83%) JSON
5 11 (45.83%) Yield Management
5 11 (45.83%) Hadoop
5 11 (45.83%) Visualisation
5 11 (45.83%) Amazon AWS
5 11 (45.83%) Apache Hive
5 11 (45.83%) R
5 11 (45.83%) Data Visualisation

Data Quality
Co-occurring IT Skills in Bedfordshire 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 (45.83%) Apache Spark
1 11 (45.83%) SAS
2 1 (4.17%) CMS
Applications
1 4 (16.67%) Microsoft Excel
2 3 (12.50%) Microsoft Office
3 1 (4.17%) Microsoft PowerPoint
Business Applications
1 4 (16.67%) SystmOne
2 1 (4.17%) Unica
Cloud Services
1 11 (45.83%) Amazon AWS
2 1 (4.17%) Silverpop
Communications & Networking
1 1 (4.17%) SMS
Database & Business Intelligence
1 11 (45.83%) Apache Hive
1 11 (45.83%) Big Data
1 11 (45.83%) Hadoop
1 11 (45.83%) Impala
2 5 (20.83%) Power BI
Development Applications
1 3 (12.50%) Talend Open Studio
General
1 12 (50.00%) Retail
2 4 (16.67%) Marketing
3 3 (12.50%) Games
3 3 (12.50%) Legal
Job Titles
1 12 (50.00%) Analyst
2 11 (45.83%) Analytics Consultant
2 11 (45.83%) Consultant
2 11 (45.83%) Data Analytics Consultant
2 11 (45.83%) Data Consultant
2 11 (45.83%) SAS Consultant
3 8 (33.33%) Data Analyst
4 5 (20.83%) Senior Consultant
4 5 (20.83%) Senior Data Analytics Consultant
4 5 (20.83%) Senior SAS Consultant
5 4 (16.67%) Support Analyst
6 3 (12.50%) CRM Analyst
6 3 (12.50%) Oracle Analyst
6 3 (12.50%) SQL Analyst
6 3 (12.50%) SQL Data Analyst
7 2 (8.33%) Systems Support Analyst
7 2 (8.33%) SystmOne Analyst
8 1 (4.17%) Applications Support Analyst
8 1 (4.17%) Business Intelligence Analyst
8 1 (4.17%) Delivery Manager
Libraries, Frameworks & Software Standards
1 11 (45.83%) JSON
1 11 (45.83%) Web Services
2 1 (4.17%) HTML
Miscellaneous
1 12 (50.00%) Analytical Skills
1 12 (50.00%) Foreign Exchange (FX)
2 2 (8.33%) NHS
3 1 (4.17%) Social Media
Processes & Methodologies
1 16 (66.67%) Analytics
2 14 (58.33%) Data Management
3 12 (50.00%) Personalization
4 11 (45.83%) Customer Analytics
4 11 (45.83%) Data Visualisation
4 11 (45.83%) Econometrics
4 11 (45.83%) Experimental Design
4 11 (45.83%) Machine Learning
4 11 (45.83%) Mathematics
4 11 (45.83%) Statistical Modelling
4 11 (45.83%) Statistics
4 11 (45.83%) Strategic Thinking
4 11 (45.83%) Visualisation
4 11 (45.83%) Yield Management
5 9 (37.50%) CRM
6 8 (33.33%) Business Intelligence
6 8 (33.33%) Data Analysis
7 5 (20.83%) Data Analytics
7 5 (20.83%) Data Modelling
8 4 (16.67%) Information Management
Programming Languages
1 19 (79.17%) SQL
2 11 (45.83%) MATLAB
2 11 (45.83%) Python
2 11 (45.83%) R
Qualifications
1 11 (45.83%) Degree
1 11 (45.83%) Numerate Degree
Quality Assurance & Compliance
1 1 (4.17%) QA
System Software
1 11 (45.83%) Apache Flume
Vendors
1 11 (45.83%) Tableau
2 3 (12.50%) Microsoft
2 3 (12.50%) Oracle
2 3 (12.50%) Talend
3 1 (4.17%) IBM
3 1 (4.17%) Salesforce.com
3 1 (4.17%) Selligent