Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
North West > Manchester
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 231 252 236
Rank change year-on-year +21 -16 +11
Permanent jobs citing Data Quality 64 36 43
As % of all permanent IT jobs advertised in Manchester 0.80% 0.49% 0.58%
As % of the Quality Assurance & Compliance category 6.50% 4.03% 4.09%
Number of salaries quoted 50 24 37
Manchester median annual salary £37,500 £42,500 £43,000
Median salary % change year-on-year -11.76% -1.16% +4.24%
10th Percentile £28,950 £31,000 £22,750
90th Percentile £73,875 £57,500 £53,750
North West median annual salary £37,500 £41,841 £40,000
% change year-on-year -10.38% +4.60% -

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 984 894 1051
As % of all permanent IT jobs advertised in Manchester 12.37% 12.14% 14.11%
Number of salaries quoted 733 719 883
Manchester median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £25,000 £26,250 £24,300
90th Percentile £65,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £38,000
% change year-on-year +6.25% +5.26% -5.00%

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 20 November 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 6 months to 20 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
Stockport +2 11 £37,500 -9.64%
Bolton - 3 £30,000 -
Data Quality
North West

For the 6 months to 20 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 Manchester region with a requirement for Data Quality.

1 29 (45.31%) Data Management
2 28 (43.75%) Business Intelligence
3 23 (35.94%) SQL
3 23 (35.94%) Data Integration
4 22 (34.38%) ETL
5 18 (28.13%) Data Warehouse
5 18 (28.13%) SQL Server
5 18 (28.13%) Analytical Skills
6 17 (26.56%) SAP
6 17 (26.56%) Microsoft
6 17 (26.56%) Information Management
7 16 (25.00%) SQL Server Integration Services
7 16 (25.00%) SQL Server Reporting Services
7 16 (25.00%) Analytics
8 15 (23.44%) Degree
9 13 (20.31%) Migration
9 13 (20.31%) Agile Software Development
9 13 (20.31%) Technical Architecture
9 13 (20.31%) Data Modelling
10 12 (18.75%) Finance
10 12 (18.75%) Data Migration
11 11 (17.19%) Hybrid Cloud
11 11 (17.19%) Quality Management
11 11 (17.19%) T-SQL
12 10 (15.63%) Retail
12 10 (15.63%) iPaaS
12 10 (15.63%) SQL Server Analysis Services
12 10 (15.63%) DevOps
12 10 (15.63%) SAP Data Services
12 10 (15.63%) High Availability

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 7 (10.94%) SAS
2 5 (7.81%) SharePoint
3 3 (4.69%) OpenEdge
Applications
1 2 (3.13%) Microsoft Excel
2 1 (1.56%) Microsoft Office
2 1 (1.56%) SPSS
Business Applications
1 4 (6.25%) SAP MDM
2 1 (1.56%) Oracle ERP
2 1 (1.56%) SAP MDG
Cloud Services
1 10 (15.63%) iPaaS
2 1 (1.56%) Amazon AWS
2 1 (1.56%) Office 365
Communications & Networking
1 1 (1.56%) Intranet
Database & Business Intelligence
1 18 (28.13%) Data Warehouse
1 18 (28.13%) SQL Server
2 16 (25.00%) SQL Server Integration Services
2 16 (25.00%) SQL Server Reporting Services
3 10 (15.63%) SAP Data Services
3 10 (15.63%) SAP HANA
3 10 (15.63%) SQL Server Analysis Services
4 6 (9.38%) Big Data
4 6 (9.38%) Power BI
4 6 (9.38%) QlikView
5 5 (7.81%) Relational Database
6 4 (6.25%) Oracle BI EE
7 3 (4.69%) Crystal Reports
7 3 (4.69%) NoSQL
7 3 (4.69%) RDBMS
7 3 (4.69%) SQL Server 2012
8 2 (3.13%) BusinessObjects
9 1 (1.56%) Enterprise Data Warehouse
9 1 (1.56%) Hadoop
9 1 (1.56%) Spotfire
Development Applications
1 2 (3.13%) Team Foundation Server
1 2 (3.13%) Visual Studio
General
1 12 (18.75%) Finance
2 10 (15.63%) Retail
3 4 (6.25%) Banking
4 3 (4.69%) Legal
5 2 (3.13%) Electronics
6 1 (1.56%) Advertising
6 1 (1.56%) Law
6 1 (1.56%) Marketing
Job Titles
1 23 (35.94%) Architect
2 15 (23.44%) Analyst
3 14 (21.88%) Developer
4 10 (15.63%) Data Analyst
4 10 (15.63%) Integration Architect
4 10 (15.63%) SAP Architect
4 10 (15.63%) SAP Technical Architect
4 10 (15.63%) Technical Architect
5 8 (12.50%) Database Developer
5 8 (12.50%) SQL Database Developer
5 8 (12.50%) SQL Developer
6 7 (10.94%) Business Analyst
6 7 (10.94%) Data Manager
6 7 (10.94%) SQL Server Developer
7 6 (9.38%) Data Architect
8 5 (7.81%) Business Intelligence Architect
8 5 (7.81%) Business Intelligence Developer
9 4 (6.25%) Business Architect
10 3 (4.69%) Report Developer
10 3 (4.69%) SAP Manager
Libraries, Frameworks & Software Standards
1 3 (4.69%) .NET
1 3 (4.69%) Web Services
2 1 (1.56%) CGI
2 1 (1.56%) HTML
2 1 (1.56%) jQuery
2 1 (1.56%) JSON
2 1 (1.56%) REST
2 1 (1.56%) SOAP
Miscellaneous
1 18 (28.13%) Analytical Skills
2 11 (17.19%) Hybrid Cloud
3 5 (7.81%) Management Information System
4 4 (6.25%) Data Structures
5 3 (4.69%) Renewable Energy
6 2 (3.13%) Algorithms
6 2 (3.13%) Greenfield Project
6 2 (3.13%) Social Media
6 2 (3.13%) Taxonomies
7 1 (1.56%) Data Protection Act
7 1 (1.56%) Freedom of Information
7 1 (1.56%) PMI
7 1 (1.56%) Reference Data
Processes & Methodologies
1 29 (45.31%) Data Management
2 28 (43.75%) Business Intelligence
3 23 (35.94%) Data Integration
4 22 (34.38%) ETL
5 17 (26.56%) Information Management
6 16 (25.00%) Analytics
7 13 (20.31%) Agile Software Development
7 13 (20.31%) Data Modelling
7 13 (20.31%) Migration
7 13 (20.31%) Technical Architecture
8 12 (18.75%) Data Migration
9 11 (17.19%) Quality Management
10 10 (15.63%) DevOps
10 10 (15.63%) High Availability
11 9 (14.06%) Data Governance
11 9 (14.06%) Master Data Management
12 8 (12.50%) Data Strategy
12 8 (12.50%) E-Commerce
13 6 (9.38%) Data Cleansing
13 6 (9.38%) PRINCE2
Programming Languages
1 23 (35.94%) SQL
2 11 (17.19%) T-SQL
3 3 (4.69%) VB
4 2 (3.13%) Python
4 2 (3.13%) R
4 2 (3.13%) VBA
5 1 (1.56%) C#
5 1 (1.56%) JavaScript
Qualifications
1 15 (23.44%) Degree
2 2 (3.13%) Microsoft Certification
2 2 (3.13%) Numerate Degree
3 1 (1.56%) CISA
3 1 (1.56%) CISM
3 1 (1.56%) CISSP
3 1 (1.56%) CRISC
3 1 (1.56%) MCSA
3 1 (1.56%) MCSE
3 1 (1.56%) PMI Certification
Quality Assurance & Compliance
1 4 (6.25%) GDPR
2 3 (4.69%) ISO/IEC 27001
3 1 (1.56%) COBIT
3 1 (1.56%) GMP
3 1 (1.56%) ISO 31000
3 1 (1.56%) PCI DSS
Vendors
1 17 (26.56%) Microsoft
1 17 (26.56%) SAP
2 6 (9.38%) Oracle
3 5 (7.81%) IBM
3 5 (7.81%) Informatica
4 4 (6.25%) Tableau
5 3 (4.69%) Cloudera
5 3 (4.69%) Hortonworks
6 2 (3.13%) Cognizant
7 1 (1.56%) Ab Initio
7 1 (1.56%) Trillium