Period
to 18 February 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 18 February 2018 with a comparison to the same period in the previous 2 years.

Data Quality
North West > Manchester
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 242 249 233
Rank change year-on-year +7 -16 +16
Permanent jobs citing Data Quality 42 39 39
As % of all permanent IT jobs advertised in Manchester 0.58% 0.52% 0.56%
As % of the Quality Assurance & Compliance category 4.55% 4.23% 4.14%
Number of salaries quoted 38 31 31
Manchester median annual salary £72,500 £42,500 £35,000
Median salary % change year-on-year +70.59% +21.43% -6.67%
10th Percentile £37,125 £33,000 £22,750
90th Percentile £100,000 £50,000 £78,750
North West median annual salary £42,750 £41,500 £40,000
% change year-on-year +3.01% +3.75% -5.88%

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 923 921 943
As % of all permanent IT jobs advertised in Manchester 12.68% 12.17% 13.52%
Number of salaries quoted 712 766 787
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +5.26%
10th Percentile £25,000 £25,000 £22,650
90th Percentile £72,500 £61,250 £68,000
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 18 February 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 18 February 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 +3 3 £37,500 -9.64%
Rochdale - 1 £28,236 -
Data Quality
North West

For the 6 months to 18 February 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 30 (71.43%) Business Intelligence
2 29 (69.05%) Analytics
3 26 (61.90%) Data Management
4 25 (59.52%) SQL
5 24 (57.14%) Data Integration
6 23 (54.76%) Data Strategy
7 20 (47.62%) Oracle
8 19 (45.24%) SAS
8 19 (45.24%) Master Data Management
9 17 (40.48%) Informatica
9 17 (40.48%) IBM
9 17 (40.48%) Oracle BI EE
10 16 (38.10%) Data Cleansing
11 11 (26.19%) Microsoft
12 10 (23.81%) Data Modelling
13 9 (21.43%) Analytical Skills
14 8 (19.05%) Data Analytics
14 8 (19.05%) Data Governance
14 8 (19.05%) Data Architecture
14 8 (19.05%) Stakeholder Management
15 7 (16.67%) Data Warehouse
16 6 (14.29%) Data Security
16 6 (14.29%) Finance
16 6 (14.29%) SQL Server
16 6 (14.29%) SAP
16 6 (14.29%) Zachman Framework
16 6 (14.29%) TOGAF
16 6 (14.29%) Agile Software Development
16 6 (14.29%) Degree
16 6 (14.29%) Waterfall

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 19 (45.24%) SAS
2 2 (4.76%) Apache
2 2 (4.76%) Apache Spark
2 2 (4.76%) IIS
3 1 (2.38%) SharePoint
Applications
1 2 (4.76%) Microsoft Excel
2 1 (2.38%) SPSS
Business Applications
1 1 (2.38%) Oracle ERP
1 1 (2.38%) SAP MDM
Cloud Services
1 2 (4.76%) Google Cloud Platform
1 2 (4.76%) iPaaS
2 1 (2.38%) Amazon AWS
2 1 (2.38%) Office 365
Database & Business Intelligence
1 17 (40.48%) Oracle BI EE
2 7 (16.67%) Data Warehouse
3 6 (14.29%) SQL Server
4 3 (7.14%) Power BI
4 3 (7.14%) QlikView
4 3 (7.14%) SQL Server Reporting Services
5 2 (4.76%) Big Data
5 2 (4.76%) BusinessObjects
5 2 (4.76%) Data Lake
5 2 (4.76%) MySQL
5 2 (4.76%) Oracle Database
5 2 (4.76%) Oracle Database 10g
5 2 (4.76%) Oracle Database 11g
5 2 (4.76%) Oracle8/8i Database
5 2 (4.76%) SAP Data Services
5 2 (4.76%) SAP HANA
5 2 (4.76%) SQL Server 2008
6 1 (2.38%) Relational Database
6 1 (2.38%) Spotfire
6 1 (2.38%) SQL Server Integration Services
Development Applications
1 3 (7.14%) Visual Studio
2 2 (4.76%) Git (software)
3 1 (2.38%) Team Foundation Server
General
1 6 (14.29%) Finance
2 4 (9.52%) Telecoms
3 3 (7.14%) Banking
3 3 (7.14%) Electronics
3 3 (7.14%) Marketing
4 2 (4.76%) Legal
4 2 (4.76%) Manufacturing
5 1 (2.38%) Advertising
Job Titles
1 26 (61.90%) Architect
2 17 (40.48%) Business Architect
2 17 (40.48%) Business Intelligence Architect
3 13 (30.95%) Business Intelligence Lead
3 13 (30.95%) Lead Architect
4 7 (16.67%) Data Architect
5 4 (9.52%) Analyst
5 4 (9.52%) Data Manager
5 4 (9.52%) Developer
5 4 (9.52%) Domain Architect
6 2 (4.76%) Applications Support Analyst
6 2 (4.76%) COBIT Manager
6 2 (4.76%) Data Analyst
6 2 (4.76%) Data Engineer
6 2 (4.76%) Developer Analyst
6 2 (4.76%) IT Risk Manager
6 2 (4.76%) Oracle Applications Developer
6 2 (4.76%) Oracle Developer
6 2 (4.76%) Risk Manager
6 2 (4.76%) SAP Technical Architect
Libraries, Frameworks & Software Standards
1 4 (9.52%) Web Services
2 3 (7.14%) .NET
3 2 (4.76%) SOAP
4 1 (2.38%) HTML
Miscellaneous
1 9 (21.43%) Analytical Skills
2 5 (11.90%) Taxonomies
3 3 (7.14%) Hybrid Cloud
3 3 (7.14%) Management Information System
4 2 (4.76%) Algorithms
5 1 (2.38%) Data Structures
5 1 (2.38%) Greenfield Project
5 1 (2.38%) PMI
Operating Systems
1 4 (9.52%) Linux
2 2 (4.76%) Windows
2 2 (4.76%) Windows Server
Processes & Methodologies
1 30 (71.43%) Business Intelligence
2 29 (69.05%) Analytics
3 26 (61.90%) Data Management
4 24 (57.14%) Data Integration
5 23 (54.76%) Data Strategy
6 19 (45.24%) Master Data Management
7 16 (38.10%) Data Cleansing
8 10 (23.81%) Data Modelling
9 8 (19.05%) Data Analytics
9 8 (19.05%) Data Architecture
9 8 (19.05%) Data Governance
9 8 (19.05%) Stakeholder Management
10 6 (14.29%) Agile Software Development
10 6 (14.29%) Data Security
10 6 (14.29%) Programme Delivery
10 6 (14.29%) TOGAF
10 6 (14.29%) Waterfall
10 6 (14.29%) Zachman Framework
11 5 (11.90%) Migration
11 5 (11.90%) Security Management
Programming Languages
1 25 (59.52%) SQL
2 4 (9.52%) Java
2 4 (9.52%) Python
3 3 (7.14%) C#
3 3 (7.14%) JavaScript
4 2 (4.76%) PL/SQL
4 2 (4.76%) R
4 2 (4.76%) T-SQL
4 2 (4.76%) VBA
4 2 (4.76%) VBScript
Qualifications
1 6 (14.29%) Degree
2 2 (4.76%) CISA
2 2 (4.76%) CISM
2 2 (4.76%) CISSP
2 2 (4.76%) CRISC
2 2 (4.76%) Numerate Degree
3 1 (2.38%) PMI Certification
Quality Assurance & Compliance
1 2 (4.76%) COBIT
1 2 (4.76%) ISO 31000
1 2 (4.76%) ISO/IEC 27001
1 2 (4.76%) QA
2 1 (2.38%) GDPR
Vendors
1 20 (47.62%) Oracle
2 17 (40.48%) IBM
2 17 (40.48%) Informatica
3 11 (26.19%) Microsoft
4 6 (14.29%) SAP
5 4 (9.52%) Teradata
6 2 (4.76%) Google
7 1 (2.38%) Tableau