Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England > East Midlands
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 195 234 186
Rank change year-on-year +39 -48 +50
Permanent jobs citing Data Quality 31 25 90
As % of all permanent IT jobs advertised in the East Midlands 0.60% 0.38% 1.21%
As % of the Quality Assurance & Compliance category 4.50% 2.42% 8.51%
Number of salaries quoted 24 14 54
East Midlands median annual salary £40,500 £45,000 £43,000
Median salary % change year-on-year -10.00% +4.65% +1.18%
10th Percentile £26,625 £22,500 £25,575
90th Percentile £54,625 £53,375 £75,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -1.96%

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 the East Midlands with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
East Midlands
Permanent vacancies with a requirement for quality assurance or compliance skills 689 1033 1057
As % of all permanent IT jobs advertised in the East Midlands 13.41% 15.80% 14.17%
Number of salaries quoted 549 791 795
East Midlands median annual salary £45,000 £42,500 £37,500
Median salary % change year-on-year +5.88% +13.33% -6.25%
10th Percentile £26,250 £25,000 £23,950
90th Percentile £65,000 £63,750 £63,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Quality
Job Vacancy Trend in the East Midlands

Job postings citing Data Quality as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Quality in the East Midlands

Data Quality
Salary Trend in the East Midlands

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

Salary trend for Data Quality in the East Midlands

Data Quality
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Quality in the East Midlands over the 6 months to 19 November 2017.

Salary histogram for Data Quality in the East Midlands

Data Quality
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the East Midlands region over the 6 months to 19 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
Nottinghamshire +20 8 £40,000 +53.85%
Northamptonshire +23 6 £34,750 -32.20% 2
Lincolnshire +19 6 £32,500 -27.78%
Derbyshire +3 6 £47,500 +90.00% 1
Leicestershire +22 4 £39,250 +5.37% 1
Data Quality
England

For the 6 months to 19 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 East Midlands region with a requirement for Data Quality.

1 18 (58.06%) SQL
2 16 (51.61%) Data Warehouse
3 13 (41.94%) Data Management
4 11 (35.48%) Business Intelligence
4 11 (35.48%) Data Analysis
5 10 (32.26%) ETL
5 10 (32.26%) Finance
6 9 (29.03%) Agile Software Development
7 8 (25.81%) Analytics
7 8 (25.81%) Data Modelling
7 8 (25.81%) Analytical Skills
8 7 (22.58%) Data Architecture
9 6 (19.35%) Management Information System
9 6 (19.35%) SAP
9 6 (19.35%) Data Strategy
10 5 (16.13%) Linux
10 5 (16.13%) SQL Server
10 5 (16.13%) RDBMS
10 5 (16.13%) Stakeholder Management
10 5 (16.13%) Degree
10 5 (16.13%) Relational Database
11 4 (12.90%) Performance Tuning
11 4 (12.90%) NoSQL
11 4 (12.90%) Data Governance
11 4 (12.90%) Data Migration
11 4 (12.90%) SQL Server Integration Services
11 4 (12.90%) SQL Server Analysis Services
11 4 (12.90%) Migration
11 4 (12.90%) Microsoft
12 3 (9.68%) Project Management

Data Quality
Co-occurring IT Skills in the East Midlands 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:

Applications
1 2 (6.45%) Microsoft Excel
1 2 (6.45%) Microsoft Office
Business Applications
1 2 (6.45%) SAP MDM
1 2 (6.45%) SAP MM
Cloud Services
1 2 (6.45%) Amazon AWS
2 1 (3.23%) Office 365
Database & Business Intelligence
1 16 (51.61%) Data Warehouse
2 5 (16.13%) RDBMS
2 5 (16.13%) Relational Database
2 5 (16.13%) SQL Server
3 4 (12.90%) NoSQL
3 4 (12.90%) SQL Server Analysis Services
3 4 (12.90%) SQL Server Integration Services
4 3 (9.68%) DataStage
4 3 (9.68%) Oracle Database
4 3 (9.68%) Oracle Database 11g
4 3 (9.68%) QlikView
5 2 (6.45%) Big Data
5 2 (6.45%) BusinessObjects
5 2 (6.45%) SAP BW
5 2 (6.45%) SQL Server 2016
5 2 (6.45%) SQL Server Reporting Services
6 1 (3.23%) BusinessObjects XI
6 1 (3.23%) Enterprise Data Warehouse
6 1 (3.23%) Power BI
Development Applications
1 2 (6.45%) ERwin
1 2 (6.45%) Talend Open Studio
General
1 10 (32.26%) Finance
2 3 (9.68%) Billing
3 2 (6.45%) Legal
3 2 (6.45%) Retail
Job Titles
1 12 (38.71%) Analyst
2 9 (29.03%) Data Analyst
3 7 (22.58%) Developer
4 4 (12.90%) Architect
4 4 (12.90%) Data Architect
5 3 (9.68%) Data Manager
5 3 (9.68%) Oracle Developer
5 3 (9.68%) SQL Developer
6 2 (6.45%) Administrator
6 2 (6.45%) Data Quality Analyst
6 2 (6.45%) Data Warehouse Developer
6 2 (6.45%) Enterprise Architect
6 2 (6.45%) Enterprise Data Architect
6 2 (6.45%) ETL Analyst
6 2 (6.45%) Quality Analyst
6 2 (6.45%) SAP Analyst
6 2 (6.45%) SAP MDM Analyst
6 2 (6.45%) SQL Analyst
6 2 (6.45%) SQL Data Analyst
7 1 (3.23%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 3 (9.68%) XML
2 2 (6.45%) Web Services
3 1 (3.23%) .NET
3 1 (3.23%) COM
3 1 (3.23%) SAP XI
Miscellaneous
1 8 (25.81%) Analytical Skills
2 6 (19.35%) Management Information System
3 3 (9.68%) Smart Meter
4 2 (6.45%) Data Structures
5 1 (3.23%) AS400
5 1 (3.23%) Clustering
5 1 (3.23%) Computer Science
5 1 (3.23%) iSeries
5 1 (3.23%) Replication
5 1 (3.23%) User Experience
Operating Systems
1 5 (16.13%) Linux
2 1 (3.23%) Windows
Processes & Methodologies
1 13 (41.94%) Data Management
2 11 (35.48%) Business Intelligence
2 11 (35.48%) Data Analysis
3 10 (32.26%) ETL
4 9 (29.03%) Agile Software Development
5 8 (25.81%) Analytics
5 8 (25.81%) Data Modelling
6 7 (22.58%) Data Architecture
7 6 (19.35%) Data Strategy
8 5 (16.13%) Stakeholder Management
9 4 (12.90%) Data Governance
9 4 (12.90%) Data Migration
9 4 (12.90%) Migration
9 4 (12.90%) Performance Tuning
10 3 (9.68%) Continuous Improvement
10 3 (9.68%) Data Analytics
10 3 (9.68%) Data Cleansing
10 3 (9.68%) Line Management
10 3 (9.68%) Requirements Engineering
10 3 (9.68%) Visualisation
Programming Languages
1 18 (58.06%) SQL
2 3 (9.68%) PL/SQL
3 2 (6.45%) C#
3 2 (6.45%) Java
3 2 (6.45%) T-SQL
4 1 (3.23%) Data Analysis Expressions (DAX)
4 1 (3.23%) PowerShell
Qualifications
1 5 (16.13%) Degree
Quality Assurance & Compliance
1 3 (9.68%) GDPR
1 3 (9.68%) SLA
Systems Management
1 1 (3.23%) Systems Management Server (SMS)
Vendors
1 6 (19.35%) SAP
2 4 (12.90%) Microsoft
3 3 (9.68%) Oracle
3 3 (9.68%) Siemens
4 2 (6.45%) Attivio
4 2 (6.45%) Talend
5 1 (3.23%) Salesforce.com
5 1 (3.23%) Tableau