The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Quality
North West / Manchester
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 144 170 177
Rank change year-on-year +26 +7  
Permanent jobs citing Data Quality 63 20 12
As % of all permanent IT jobs advertised in Manchester 1.50% 0.57% 0.36%
As % of the Quality Assurance & Compliance category 11.78% 4.42% 2.75%
Number of salaries quoted 49 13 11
Median salary £35,000 £39,000 £52,500
Median salary % change year-on-year -10.25% -25.71%  
90% offered a salary of more than £30,000 £27,600 £40,000
10% offered a salary of more than £57,500 £53,000 £62,500
UK excluding London median salary £42,500 £45,000 £42,500
% change year-on-year -5.55% +5.88%  

Data Quality is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
Manchester
Permanent job vacancies with a requirement for quality assurance and compliance skills 535 452 437
As % of all permanent IT job vacancies advertised in Manchester 12.77% 12.88% 13.03%
Number of salaries quoted 406 366 369
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25%  
90% offered a salary of more than £24,500 £27,500 £25,000
10% offered a salary of more than £60,000 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Data Quality
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality in Manchester

Data Quality
Salary Trend in Manchester

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

Salary trend for Data Quality in Manchester

Data Quality
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Quality in Manchester over the 3 months to 23 June 2017.

Salary histogram for Data Quality in Manchester

Data Quality
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Manchester region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bolton - 9 £30,000 -
Stockport - 9 £37,500 - 2
Data Quality
North West

For the 6 months to 23 June 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 Manchester region with a requirement for Data Quality.

1 52 (61.18%) Data Management
2 44 (51.76%) ETL
3 43 (50.59%) SQL
4 41 (48.24%) Data Warehouse
5 40 (47.06%) Business Intelligence
6 38 (44.71%) SQL Server
6 38 (44.71%) SQL Server Reporting Services
7 37 (43.53%) SQL Server Integration Services
8 32 (37.65%) E-Commerce
8 32 (37.65%) Retail
9 30 (35.29%) Agile Software Development
10 29 (34.12%) Microsoft
10 29 (34.12%) Finance
11 28 (32.94%) SQL Server Analysis Services
12 27 (31.76%) T-SQL
13 18 (21.18%) Data Modelling
13 18 (21.18%) Data Governance
14 11 (12.94%) Analytics
14 11 (12.94%) Relational Database
15 10 (11.76%) Big Data
15 10 (11.76%) Crystal Reports
16 9 (10.59%) VB
16 9 (10.59%) SharePoint
16 9 (10.59%) RDBMS
16 9 (10.59%) OpenEdge
16 9 (10.59%) Data Strategy
17 8 (9.41%) Data Structures
17 8 (9.41%) Banking
17 8 (9.41%) Enterprise Architecture
17 8 (9.41%) Facilities Management

Data Quality
Co-occurring IT Skills in Manchester 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 9 (10.59%) OpenEdge
1 9 (10.59%) SharePoint
2 4 (4.71%) SAS
Applications
1 3 (3.53%) Microsoft Office
2 1 (1.18%) Microsoft Excel
2 1 (1.18%) SPSS
Business Applications
1 2 (2.35%) SAP MDG
Cloud Services
1 1 (1.18%) Google Analytics
1 1 (1.18%) iPaaS
Database & Business Intelligence
1 41 (48.24%) Data Warehouse
2 38 (44.71%) SQL Server
2 38 (44.71%) SQL Server Reporting Services
3 37 (43.53%) SQL Server Integration Services
4 28 (32.94%) SQL Server Analysis Services
5 11 (12.94%) Relational Database
6 10 (11.76%) Big Data
6 10 (11.76%) Crystal Reports
7 9 (10.59%) RDBMS
8 6 (7.06%) Power BI
9 3 (3.53%) Hadoop
9 3 (3.53%) NoSQL
10 2 (2.35%) BusinessObjects
10 2 (2.35%) Pentaho
10 2 (2.35%) QlikView
10 2 (2.35%) SQL Server 2012
11 1 (1.18%) Oracle BI EE
11 1 (1.18%) SAP Data Services
11 1 (1.18%) SAP HANA
11 1 (1.18%) Spotfire
Development Applications
1 3 (3.53%) Talend Open Studio
General
1 32 (37.65%) Retail
2 29 (34.12%) Finance
3 8 (9.41%) Banking
4 2 (2.35%) Legal
4 2 (2.35%) Marketing
5 1 (1.18%) Law
Job Titles
1 36 (42.35%) Developer
2 27 (31.76%) Database Developer
2 27 (31.76%) SQL Database Developer
2 27 (31.76%) SQL Developer
3 26 (30.59%) Analyst
3 26 (30.59%) SQL Server Developer
4 16 (18.82%) Data Analyst
5 14 (16.47%) Data Quality Analyst
6 11 (12.94%) Architect
7 10 (11.76%) Business Analyst
8 9 (10.59%) Business Intelligence Developer
9 8 (9.41%) Business Developer
9 8 (9.41%) Governance Analyst
9 8 (9.41%) Report Developer
9 8 (9.41%) Report Writer
9 8 (9.41%) SSRS Developer
9 8 (9.41%) SSRS Report Writer
10 7 (8.24%) Data Architect
11 6 (7.06%) Quality Analyst
12 5 (5.88%) Data Consultant
Libraries, Frameworks & Software Standards
1 1 (1.18%) .NET
1 1 (1.18%) jQuery
1 1 (1.18%) JSON
1 1 (1.18%) REST
1 1 (1.18%) SOAP
Miscellaneous
1 8 (9.41%) Data Structures
2 7 (8.24%) Analytical Skills
3 6 (7.06%) Management Information System
4 2 (2.35%) Computer Science
4 2 (2.35%) Data Protection Act
4 2 (2.35%) Social Media
5 1 (1.18%) Algorithms
5 1 (1.18%) Hybrid Cloud
Processes & Methodologies
1 52 (61.18%) Data Management
2 44 (51.76%) ETL
3 40 (47.06%) Business Intelligence
4 32 (37.65%) E-Commerce
5 30 (35.29%) Agile Software Development
6 18 (21.18%) Data Governance
6 18 (21.18%) Data Modelling
7 11 (12.94%) Analytics
8 9 (10.59%) Data Strategy
9 8 (9.41%) Data Architecture
9 8 (9.41%) Enterprise Architecture
9 8 (9.41%) Facilities Management
9 8 (9.41%) PRINCE2
9 8 (9.41%) Strategic Management
10 7 (8.24%) Data Cleansing
10 7 (8.24%) Data Security
11 6 (7.06%) Data Analytics
11 6 (7.06%) Data Integration
11 6 (7.06%) Information Management
11 6 (7.06%) Master Data Management
Programming Languages
1 43 (50.59%) SQL
2 27 (31.76%) T-SQL
3 9 (10.59%) VB
4 3 (3.53%) C
5 2 (2.35%) Java
5 2 (2.35%) Python
5 2 (2.35%) R
Qualifications
1 7 (8.24%) Degree
2 2 (2.35%) Microsoft Certification
3 1 (1.18%) MCSA
3 1 (1.18%) MCSE
3 1 (1.18%) Numerate Degree
Quality Assurance & Compliance
1 3 (3.53%) GDPR
1 3 (3.53%) ISO/IEC 27001
2 2 (2.35%) ISO/IEC 20000
2 2 (2.35%) PCI DSS
Vendors
1 29 (34.12%) Microsoft
2 8 (9.41%) SAP
3 7 (8.24%) Oracle
4 6 (7.06%) Teradata
5 3 (3.53%) Cloudera
5 3 (3.53%) Tableau
5 3 (3.53%) Talend
6 2 (2.35%) Cognizant
6 2 (2.35%) Red Hat
7 1 (1.18%) Google
7 1 (1.18%) Hortonworks
7 1 (1.18%) IBM
7 1 (1.18%) Informatica
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