Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Data Quality
North West > Manchester
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 236 225 226
Rank change year-on-year -11 +1 +28
Permanent jobs citing Data Quality 50 72 40
As % of all permanent IT jobs advertised in Manchester 0.70% 0.93% 0.60%
As % of the Quality Assurance & Compliance category 5.44% 7.55% 4.67%
Number of salaries quoted 39 54 28
Manchester median annual salary £65,000 £34,000 £39,000
Median salary % change year-on-year +91.18% -12.82% -2.50%
10th Percentile £31,250 £27,950 £24,025
90th Percentile £100,000 £59,500 £78,750
North West median annual salary £42,500 £35,000 £37,000
% change year-on-year +21.43% -5.41% -17.78%

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 919 954 856
As % of all permanent IT jobs advertised in Manchester 12.88% 12.29% 12.81%
Number of salaries quoted 712 764 726
Manchester median annual salary £45,000 £37,500 £42,500
Median salary % change year-on-year +20.00% -11.76% +13.33%
10th Percentile £24,000 £23,000 £22,500
90th Percentile £70,450 £61,250 £67,000
North West median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -6.25% +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 25 May 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 25 May 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 +1 6 £41,250 +10.00% 1
Oldham - 1 - -
Rochdale - 1 £28,236 -
Data Quality
North West

For the 6 months to 25 May 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 40 (80.00%) Business Intelligence
2 30 (60.00%) Analytics
3 27 (54.00%) Data Strategy
3 27 (54.00%) Data Integration
4 24 (48.00%) SQL
5 21 (42.00%) Oracle
6 20 (40.00%) Data Management
7 17 (34.00%) Agile Software Development
7 17 (34.00%) Data Governance
8 16 (32.00%) Master Data Management
8 16 (32.00%) SAS
8 16 (32.00%) Informatica
9 15 (30.00%) IBM
9 15 (30.00%) Oracle BI EE
9 15 (30.00%) Data Architecture
10 14 (28.00%) Data Cleansing
10 14 (28.00%) Data Analytics
10 14 (28.00%) Stakeholder Management
10 14 (28.00%) Data Modelling
11 12 (24.00%) Data Security
11 12 (24.00%) SQL Server
11 12 (24.00%) Zachman Framework
11 12 (24.00%) TOGAF
11 12 (24.00%) Waterfall
11 12 (24.00%) Programme Delivery
12 11 (22.00%) Collaborative Working
12 11 (22.00%) ArchiMate
12 11 (22.00%) Taxonomies
12 11 (22.00%) Business Continuity
12 11 (22.00%) UML

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 16 (32.00%) SAS
2 2 (4.00%) Apache
2 2 (4.00%) Apache Spark
2 2 (4.00%) IIS
Applications
1 1 (2.00%) Microsoft Excel
Cloud Services
1 2 (4.00%) Google Cloud Platform
Database & Business Intelligence
1 15 (30.00%) Oracle BI EE
2 12 (24.00%) SQL Server
3 6 (12.00%) Data Warehouse
4 5 (10.00%) Oracle Database
4 5 (10.00%) Oracle Database 10g
4 5 (10.00%) SQL Server Reporting Services
5 4 (8.00%) RDBMS
5 4 (8.00%) Relational Database
5 4 (8.00%) SQL Server Analysis Services
5 4 (8.00%) SQL Server Integration Services
6 3 (6.00%) Power BI
6 3 (6.00%) SQL Server 2005
7 2 (4.00%) Big Data
7 2 (4.00%) Data Lake
7 2 (4.00%) MySQL
7 2 (4.00%) Oracle Database 11g
7 2 (4.00%) Oracle8/8i Database
7 2 (4.00%) SQL Server 2008
8 1 (2.00%) BusinessObjects
8 1 (2.00%) Data Mining
Development Applications
1 2 (4.00%) Git (software)
1 2 (4.00%) Visual Studio
2 1 (2.00%) ERwin
General
1 4 (8.00%) Finance
1 4 (8.00%) Telecoms
2 3 (6.00%) Electronics
2 3 (6.00%) Pharmaceutical
3 2 (4.00%) Manufacturing
3 2 (4.00%) Marketing
4 1 (2.00%) Advertising
4 1 (2.00%) Banking
Job Titles
1 28 (56.00%) Architect
2 15 (30.00%) Business Architect
2 15 (30.00%) Business Intelligence Architect
3 13 (26.00%) Data Architect
4 12 (24.00%) Business Intelligence Lead
4 12 (24.00%) Lead Architect
5 10 (20.00%) Domain Architect
6 9 (18.00%) Analyst
7 4 (8.00%) Data Analyst
7 4 (8.00%) Developer
8 3 (6.00%) Analyst Programmer
8 3 (6.00%) Business Intelligence Manager
8 3 (6.00%) Business Manager
8 3 (6.00%) Programmer
8 3 (6.00%) Senior Analyst
8 3 (6.00%) Senior Analyst Programmer
8 3 (6.00%) Senior Programmer
9 2 (4.00%) Applications Support
9 2 (4.00%) Oracle Analyst
9 2 (4.00%) Support Analyst
Libraries, Frameworks & Software Standards
1 6 (12.00%) .NET
2 3 (6.00%) .NET Framework
2 3 (6.00%) ASP.NET
3 2 (4.00%) SOAP
3 2 (4.00%) Web Services
4 1 (2.00%) SQLAlchemy
Miscellaneous
1 11 (22.00%) Taxonomies
2 10 (20.00%) Analytical Skills
3 5 (10.00%) Management Information System
4 3 (6.00%) Client/Server
4 3 (6.00%) Computer Science
4 3 (6.00%) Life Science
4 3 (6.00%) LIMS
4 3 (6.00%) Self-Motivation
5 1 (2.00%) Enterprise Software
Operating Systems
1 5 (10.00%) Linux
2 2 (4.00%) Windows
2 2 (4.00%) Windows Server
3 1 (2.00%) Unix
Processes & Methodologies
1 40 (80.00%) Business Intelligence
2 30 (60.00%) Analytics
3 27 (54.00%) Data Integration
3 27 (54.00%) Data Strategy
4 20 (40.00%) Data Management
5 17 (34.00%) Agile Software Development
5 17 (34.00%) Data Governance
6 16 (32.00%) Master Data Management
7 15 (30.00%) Data Architecture
8 14 (28.00%) Data Analytics
8 14 (28.00%) Data Cleansing
8 14 (28.00%) Data Modelling
8 14 (28.00%) Stakeholder Management
9 12 (24.00%) Data Security
9 12 (24.00%) Programme Delivery
9 12 (24.00%) TOGAF
9 12 (24.00%) Waterfall
9 12 (24.00%) Zachman Framework
10 11 (22.00%) ArchiMate
10 11 (22.00%) Collaborative Working
Programming Languages
1 24 (48.00%) SQL
2 5 (10.00%) C#
3 4 (8.00%) Java
4 3 (6.00%) Python
5 2 (4.00%) JavaScript
5 2 (4.00%) PL/SQL
5 2 (4.00%) VBScript
6 1 (2.00%) C
6 1 (2.00%) C++
6 1 (2.00%) Shell Script
6 1 (2.00%) T-SQL
Qualifications
1 5 (10.00%) Degree
2 1 (2.00%) CISA
2 1 (2.00%) CISM
2 1 (2.00%) CISSP
2 1 (2.00%) CRISC
2 1 (2.00%) ITIL Foundation Certificate
2 1 (2.00%) SC Cleared
2 1 (2.00%) Security Cleared
Quality Assurance & Compliance
1 4 (8.00%) ISO/IEC 27001
2 3 (6.00%) ISO 9001
3 2 (4.00%) QA
4 1 (2.00%) COBIT
4 1 (2.00%) GDPR
4 1 (2.00%) ISO 31000
Vendors
1 21 (42.00%) Oracle
2 16 (32.00%) Informatica
3 15 (30.00%) IBM
4 11 (22.00%) Microsoft
5 3 (6.00%) Teradata
6 2 (4.00%) Google
6 2 (4.00%) SAP
7 1 (2.00%) CA
7 1 (2.00%) Tableau