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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Quality
North West / Manchester
Rank 183 158 177
Rank change year-on-year -25 +19  
Permanent jobs citing Data Quality 22 21 10
As % of all permanent IT jobs advertised in Manchester 0.57% 0.63% 0.27%
As % of the Quality Assurance & Compliance category 5.06% 5.04% 2.17%
Number of salaries quoted 16 16 10
Median salary £34,000 £36,750 £39,500
Median salary % change year-on-year -7.48% -6.96%  
90% offered a salary of more than £33,000 £23,750 £35,000
10% offered a salary of more than £50,000 £76,250 £47,050
UK excluding London median salary £42,000 £45,000 £45,000
% change year-on-year -6.66% -  

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 435 417 461
As % of all permanent IT job vacancies advertised in Manchester 11.18% 12.56% 12.41%
Number of salaries quoted 357 358 383
Median salary £40,000 £45,000 £38,000
Median salary % change year-on-year -11.11% +18.42%  
90% offered a salary of more than £24,000 £26,400 £27,850
10% offered a salary of more than £57,500 £55,000 £70,250
UK excluding London median salary £42,500 £44,500 £42,500
% change year-on-year -4.49% +4.70%  

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 22 March 2017.

Salary histogram for Data Quality in Manchester

Data Quality
Top 30 Related IT Skills in Manchester

For the 6 months to 22 March 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 26 (65.00%) Finance
2 25 (62.50%) SQL
2 25 (62.50%) ETL
3 24 (60.00%) Data Management
4 23 (57.50%) Business Intelligence
4 23 (57.50%) Data Warehouse
4 23 (57.50%) E-Commerce
5 22 (55.00%) MS Excel
5 22 (55.00%) SQL Server
6 21 (52.50%) T-SQL
6 21 (52.50%) Agile Software Development
7 20 (50.00%) Retail
8 19 (47.50%) SQL Server Reporting Services
8 19 (47.50%) SQL Server Integration Services
8 19 (47.50%) Microsoft
8 19 (47.50%) SQL Server Analysis Services
9 12 (30.00%) Data Modelling
10 10 (25.00%) Analytics
11 9 (22.50%) Degree
12 7 (17.50%) Data Architecture
13 6 (15.00%) Enterprise Architecture
14 5 (12.50%) Information Management
14 5 (12.50%) Quality Management
14 5 (12.50%) Oracle
14 5 (12.50%) Data Governance
15 4 (10.00%) Big Data
15 4 (10.00%) Talend
15 4 (10.00%) Data Analytics
15 4 (10.00%) Talend Open Studio
15 4 (10.00%) PL/SQL

Data Quality
Top Related 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 2 (5.00%) SAS
Applications
1 22 (55.00%) MS Excel
Business Applications
1 1 (2.50%) Oracle Financials
Cloud Services
1 1 (2.50%) Amazon AWS
Database & Business Intelligence
1 23 (57.50%) Data Warehouse
2 22 (55.00%) SQL Server
3 19 (47.50%) SQL Server Analysis Services
3 19 (47.50%) SQL Server Integration Services
3 19 (47.50%) SQL Server Reporting Services
4 4 (10.00%) Big Data
5 3 (7.50%) Relational Database
6 2 (5.00%) BusinessObjects
6 2 (5.00%) Crystal Reports
6 2 (5.00%) Hadoop
6 2 (5.00%) NoSQL
6 2 (5.00%) Pentaho
7 1 (2.50%) Amazon Redshift
7 1 (2.50%) Oracle Database
7 1 (2.50%) Oracle OWB
7 1 (2.50%) Power BI
7 1 (2.50%) RDBMS
Development Applications
1 4 (10.00%) Talend Open Studio
2 1 (2.50%) ERwin
General
1 26 (65.00%) Finance
2 20 (50.00%) Retail
3 4 (10.00%) Billing
4 3 (7.50%) Legal
5 2 (5.00%) Financial Institution
6 1 (2.50%) Telecoms
Job Titles
1 19 (47.50%) Developer
2 18 (45.00%) Database Developer
2 18 (45.00%) SQL Database Developer
2 18 (45.00%) SQL Developer
2 18 (45.00%) SQL Server Developer
3 9 (22.50%) ETL Developer
4 8 (20.00%) Analyst
5 6 (15.00%) Architect
6 5 (12.50%) Business Analyst
6 5 (12.50%) Business Data Analyst
6 5 (12.50%) Data Analyst
7 4 (10.00%) Data Architect
8 3 (7.50%) Data Business Analyst
8 3 (7.50%) Process Analyst
8 3 (7.50%) SQL Analyst
8 3 (7.50%) SQL Data Analyst
9 2 (5.00%) Compliance Business Analyst
9 2 (5.00%) Data Compliance Analyst
9 2 (5.00%) Data Engineer
9 2 (5.00%) Facilities Analyst
Libraries, Frameworks & Software Standards
1 1 (2.50%) Mason
Miscellaneous
1 4 (10.00%) Management Information System
2 2 (5.00%) Analytical Skills
Processes & Methodologies
1 25 (62.50%) ETL
2 24 (60.00%) Data Management
3 23 (57.50%) Business Intelligence
3 23 (57.50%) E-Commerce
4 21 (52.50%) Agile Software Development
5 12 (30.00%) Data Modelling
6 10 (25.00%) Analytics
7 7 (17.50%) Data Architecture
8 6 (15.00%) Enterprise Architecture
9 5 (12.50%) Data Governance
9 5 (12.50%) Information Management
9 5 (12.50%) Quality Management
10 4 (10.00%) Data Analytics
10 4 (10.00%) Data Security
10 4 (10.00%) Project Management
11 3 (7.50%) Data Analysis
11 3 (7.50%) Data Migration
11 3 (7.50%) Migration
11 3 (7.50%) Scrum
12 2 (5.00%) Information Architecture
Programming Languages
1 25 (62.50%) SQL
2 21 (52.50%) T-SQL
3 4 (10.00%) PL/SQL
4 3 (7.50%) Java
4 3 (7.50%) Python
5 2 (5.00%) R
Qualifications
1 9 (22.50%) Degree
2 4 (10.00%) CCA
Vendors
1 19 (47.50%) Microsoft
2 5 (12.50%) Oracle
3 4 (10.00%) Talend
3 4 (10.00%) Teradata
4 2 (5.00%) Cloudera
4 2 (5.00%) Red Hat
4 2 (5.00%) SAP
5 1 (2.50%) Alteryx
5 1 (2.50%) Informatica
5 1 (2.50%) Salesforce.com
5 1 (2.50%) Tableau
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Salary: From £32,000 to £36,000 per annum plus excellent benefits package
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