Period
to 15 November 2018

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 6 months to 15 November 2018 with a comparison to the same period in the previous 2 years.

Data Quality
North West > Manchester
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 252 230 248
Rank change year-on-year -22 +18 -3
Permanent jobs citing Data Quality 33 68 37
As % of all permanent IT jobs advertised in Manchester 0.45% 0.85% 0.49%
As % of the Quality Assurance & Compliance category 3.33% 7.01% 4.11%
Number of salaries quoted 33 52 25
Manchester median annual salary £45,000 £37,500 £42,500
Median salary % change year-on-year +20.00% -11.76% -1.16%
10th Percentile £28,250 £28,550 £31,000
90th Percentile £83,750 £73,375 £57,500
North West median annual salary £40,000 £37,500 £41,500
% change year-on-year +6.67% -9.64% +3.75%

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 Manchester with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Manchester
Permanent vacancies with a requirement for quality assurance or compliance skills 992 970 901
As % of all permanent IT jobs advertised in Manchester 13.56% 12.13% 12.02%
Number of salaries quoted 831 725 727
Manchester median annual salary £45,000 £42,000 £42,500
Median salary % change year-on-year +7.14% -1.18% +6.25%
10th Percentile £27,500 £24,850 £26,250
90th Percentile £63,750 £65,000 £63,750
North West median annual salary £45,000 £40,500 £40,000
% change year-on-year +11.11% +1.25% +5.26%

Data Quality
Job Vacancy Trend in Manchester

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

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 6 months to 15 November 2018.

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 6 months to 15 November 2018. 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
Stockport +10 3 £40,000 +6.67%
Bury - 1 £29,500 -
Data Quality
North West

For the 6 months to 15 November 2018, IT 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 permanent job ads across the Manchester region with a requirement for Data Quality.

1 14 (42.42%) Finance
1 14 (42.42%) Analytical Skills
2 13 (39.39%) Data Management
2 13 (39.39%) Business Intelligence
3 12 (36.36%) Problem-Solving
4 11 (33.33%) SQL Server
4 11 (33.33%) Degree
5 10 (30.30%) Microsoft
6 9 (27.27%) Data Warehouse
6 9 (27.27%) SQL
6 9 (27.27%) .NET
6 9 (27.27%) Analytics
7 8 (24.24%) Tableau
7 8 (24.24%) Agile Software Development
7 8 (24.24%) SQL Server Integration Services
8 7 (21.21%) SQL Server Reporting Services
8 7 (21.21%) SQL Server Analysis Services
8 7 (21.21%) Visualisation
8 7 (21.21%) Data Visualisation
9 6 (18.18%) SQL Server 2012
9 6 (18.18%) Information Management
9 6 (18.18%) Stakeholder Management
9 6 (18.18%) ETL
10 5 (15.15%) Oracle
10 5 (15.15%) Service Delivery
10 5 (15.15%) Data Analytics
10 5 (15.15%) Data Governance
10 5 (15.15%) Data Transformation
10 5 (15.15%) ETL Development
10 5 (15.15%) Computer Science

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 3 (9.09%) SAS
2 1 (3.03%) Drupal
2 1 (3.03%) Moodle
Applications
1 3 (9.09%) SPSS
2 2 (6.06%) Microsoft Excel
Cloud Services
1 2 (6.06%) Microsoft Azure
2 1 (3.03%) Amazon AWS
2 1 (3.03%) Dynamics 365
Database & Business Intelligence
1 11 (33.33%) SQL Server
2 9 (27.27%) Data Warehouse
3 8 (24.24%) SQL Server Integration Services
4 7 (21.21%) SQL Server Analysis Services
4 7 (21.21%) SQL Server Reporting Services
5 6 (18.18%) SQL Server 2012
6 5 (15.15%) QlikView
7 4 (12.12%) Spotfire
8 3 (9.09%) Oracle Database
8 3 (9.09%) Oracle Database 10g
8 3 (9.09%) Power BI
8 3 (9.09%) RDBMS
8 3 (9.09%) Relational Database
8 3 (9.09%) SQL Server 2005
9 1 (3.03%) Biml
9 1 (3.03%) Crystal Reports
9 1 (3.03%) DB2
9 1 (3.03%) Enterprise Data Warehouse
General
1 14 (42.42%) Finance
2 3 (9.09%) Pharmaceutical
3 2 (6.06%) Banking
4 1 (3.03%) Automotive
Job Titles
1 12 (36.36%) Developer
2 9 (27.27%) Data Manager
3 8 (24.24%) Analyst
4 6 (18.18%) Business Intelligence Developer
5 5 (15.15%) ETL Developer
5 5 (15.15%) SSAS Developer
5 5 (15.15%) SSIS Developer
5 5 (15.15%) SSRS Developer
6 4 (12.12%) Analytics Manager
6 4 (12.12%) Data Analyst
6 4 (12.12%) Data Analytics Manager
7 3 (9.09%) Analyst Programmer
7 3 (9.09%) Incident Manager
7 3 (9.09%) Programmer
7 3 (9.09%) Senior Analyst
7 3 (9.09%) Senior Analyst Programmer
7 3 (9.09%) Senior Manager
7 3 (9.09%) Senior Programmer
8 2 (6.06%) Data Governance Manager
8 2 (6.06%) Governance Manager
Libraries, Frameworks & Software Standards
1 9 (27.27%) .NET
2 4 (12.12%) ASP.NET
3 3 (9.09%) .NET Framework
4 1 (3.03%) ASP.NET MVC
4 1 (3.03%) CSS
4 1 (3.03%) HTML
4 1 (3.03%) XML
Miscellaneous
1 14 (42.42%) Analytical Skills
2 5 (15.15%) Computer Science
3 4 (12.12%) Self-Motivation
4 3 (9.09%) Client/Server
4 3 (9.09%) Life Science
4 3 (9.09%) LIMS
4 3 (9.09%) Management Information System
5 2 (6.06%) PMI
6 1 (3.03%) Data Protection Act
6 1 (3.03%) Data Structures
6 1 (3.03%) Freedom of Information
6 1 (3.03%) Freedom of Information Act
Operating Systems
1 1 (3.03%) Windows
Processes & Methodologies
1 13 (39.39%) Business Intelligence
1 13 (39.39%) Data Management
2 12 (36.36%) Problem-Solving
3 9 (27.27%) Analytics
4 8 (24.24%) Agile Software Development
5 7 (21.21%) Data Visualisation
5 7 (21.21%) Visualisation
6 6 (18.18%) ETL
6 6 (18.18%) Information Management
6 6 (18.18%) Stakeholder Management
7 5 (15.15%) Data Analytics
7 5 (15.15%) Data Governance
7 5 (15.15%) Data Transformation
7 5 (15.15%) ETL Development
7 5 (15.15%) Service Delivery
7 5 (15.15%) Time Management
8 4 (12.12%) ERP
8 4 (12.12%) Mathematics
8 4 (12.12%) Mentoring
9 3 (9.09%) CRM
Programming Languages
1 9 (27.27%) SQL
2 3 (9.09%) C#
3 1 (3.03%) JavaScript
3 1 (3.03%) Python
3 1 (3.03%) R
3 1 (3.03%) T-SQL
3 1 (3.03%) VBA
Qualifications
1 11 (33.33%) Degree
2 3 (9.09%) ITIL Foundation Certificate
2 3 (9.09%) SC Cleared
2 3 (9.09%) Security Cleared
3 2 (6.06%) PMI Certification
4 1 (3.03%) Numerate Degree
Quality Assurance & Compliance
1 3 (9.09%) ISO 9001
1 3 (9.09%) ISO/IEC 27001
Vendors
1 10 (30.30%) Microsoft
2 8 (24.24%) Tableau
3 5 (15.15%) Oracle
4 1 (3.03%) Ab Initio
4 1 (3.03%) IBM
4 1 (3.03%) Informatica
4 1 (3.03%) SAP