The table below looks at the statistics for Data Quality skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Quality
England / North West
Rank 208 199 236
Rank change year-on-year
-9 +37
Permanent jobs citing Data Quality 40 35 19
As % of all permanent IT jobs located in the North West 0.66% 0.63% 0.27%
As % of the Quality Assurance & Compliance category 5.93% 5.96% 2.75%
Number of salaries quoted 32 26 14
Median salary £37,500 £40,000 £40,750
Median salary % change year-on-year
-6.25% -1.84%
90% offered a salary of more than £33,000 £25,000 £33,250
10% offered a salary of more than £47,500 £76,250 £51,000
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year
-5.55% -

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in permanent jobs advertised in the North West region.

Quality Assurance & Compliance Category
North West
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
675 587 691
As % of all permanent IT jobs located in the North West 11.21% 10.56% 9.88%
Number of salaries quoted 517 468 575
Median salary £41,500 £40,000 £38,000
Median salary % change year-on-year
+3.75% +5.26%
90% offered a salary of more than £24,675 £26,500 £26,000
10% offered a salary of more than £57,500 £55,000 £69,400
UK excluding London median salary £41,792 £44,000 £42,500
% change year-on-year
-5.01% +3.52%

Data Quality
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Data Quality as a proportion of all IT jobs with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in the North West

Data Quality
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality across the North West region.

Data Quality Salary Trend in the North West

Data Quality
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Quality across the North West region over the 3 months to 20 February 2017.

Data Quality Salary Histogram in the North West

Data Quality
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the North West region over the 3 months to 20 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -32 21 £41,500 +10.66% 6
Merseyside +10 12 £37,500 -6.25%
Cheshire +16 6 £35,000 -31.37% 1
Data Quality
England

Data Quality
Top 30 Related IT Skills in the North West

For the 6 months to 20 February 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 North West region with a requirement for Data Quality.

1 45 (48.91%) SQL
2 43 (46.74%) Finance
3 39 (42.39%) Business Intelligence
4 35 (38.04%) SQL Server
5 32 (34.78%) Data Warehouse
6 29 (31.52%) Microsoft
7 28 (30.43%) MS Excel
7 28 (30.43%) ETL
8 27 (29.35%) Degree
9 26 (28.26%) SQL Server Integration Services
9 26 (28.26%) Data Modelling
10 24 (26.09%) SQL Server Reporting Services
11 22 (23.91%) Data Management
11 22 (23.91%) Analytical Skills
12 21 (22.83%) Stakeholder Management
13 20 (21.74%) Management Information System
13 20 (21.74%) SQL Server Analysis Services
13 20 (21.74%) Analytics
14 19 (20.65%) T-SQL
15 17 (18.48%) Retail
15 17 (18.48%) Billing
16 16 (17.39%) E-Commerce
17 15 (16.30%) Data Architecture
18 14 (15.22%) Agile Software Development
18 14 (15.22%) Data Analysis
18 14 (15.22%) Risk Management
19 13 (14.13%) Change Management
19 13 (14.13%) Benchmarking
19 13 (14.13%) MS PowerPoint
19 13 (14.13%) Validation

Data Quality
Top Related IT Skills in the North West 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 11 (11.96%) SAS
2 4 (4.35%) SharePoint
3 3 (3.26%) Exchange Server 2010
3 3 (3.26%) Exchange Server 2013
3 3 (3.26%) MS Exchange
3 3 (3.26%) Skype for Business
4 2 (2.17%) GroupWise
4 2 (2.17%) Oracle SOA Suite
4 2 (2.17%) SharePoint 2013
Applications
1 28 (30.43%) MS Excel
2 13 (14.13%) MS PowerPoint
3 11 (11.96%) SPSS
4 9 (9.78%) MS Office
4 9 (9.78%) Stata
5 1 (1.09%) MS Visio
Business Applications
1 6 (6.52%) Dynamics CRM
2 4 (4.35%) Salesforce.com CRM
3 2 (2.17%) FastStats
4 1 (1.09%) Oracle Financials
Cloud Services
1 6 (6.52%) Microsoft Azure
2 1 (1.09%) Amazon AWS
2 1 (1.09%) Office 365
Database & Business Intelligence
1 35 (38.04%) SQL Server
2 32 (34.78%) Data Warehouse
3 26 (28.26%) SQL Server Integration Services
4 24 (26.09%) SQL Server Reporting Services
5 20 (21.74%) SQL Server Analysis Services
6 12 (13.04%) Big Data
7 11 (11.96%) Data Mining
7 11 (11.96%) Relational Database
8 8 (8.70%) Power BI
9 4 (4.35%) Azure SQL Database
9 4 (4.35%) BusinessObjects
9 4 (4.35%) BusinessObjects Business Intelligence
9 4 (4.35%) QlikView
10 3 (3.26%) SQL Server 2012
11 2 (2.17%) DB2
11 2 (2.17%) Enterprise Data Warehouse
11 2 (2.17%) Hadoop
11 2 (2.17%) MySQL
11 2 (2.17%) SAS EBI
12 1 (1.09%) RDBMS
Development Applications
1 3 (3.26%) Visual Studio
2 2 (2.17%) Talend Open Studio
3 1 (1.09%) ERwin
General
1 43 (46.74%) Finance
2 17 (18.48%) Billing
2 17 (18.48%) Retail
3 5 (5.43%) Banking
3 5 (5.43%) Legal
4 3 (3.26%) Financial Institution
5 1 (1.09%) Law
5 1 (1.09%) Telecoms
Job Titles
1 27 (29.35%) Developer
2 22 (23.91%) Analyst
3 18 (19.57%) Database Developer
4 17 (18.48%) SQL Developer
5 15 (16.30%) SQL Server Developer
6 13 (14.13%) Commercial Manager
6 13 (14.13%) Data Analyst
6 13 (14.13%) SQL Database Developer
7 10 (10.87%) Architect
7 10 (10.87%) ETL Developer
7 10 (10.87%) SQL Analyst
8 9 (9.78%) Data Architect
9 8 (8.70%) SQL Data Analyst
10 7 (7.61%) Business Data Analyst
11 6 (6.52%) Senior Analyst
12 5 (5.43%) Business Analyst
12 5 (5.43%) Senior Architect
12 5 (5.43%) Senior Data Analyst
12 5 (5.43%) Senior Data Architect
13 4 (4.35%) Data Scientist
Libraries, Frameworks & Software Standards
1 3 (3.26%) .NET
1 3 (3.26%) .NET Framework
2 1 (1.09%) Mason
Miscellaneous
1 22 (23.91%) Analytical Skills
2 20 (21.74%) Management Information System
3 6 (6.52%) Computer Science
4 4 (4.35%) iPad
5 3 (3.26%) Social Media
6 2 (2.17%) Taxonomies
Operating Systems
1 3 (3.26%) Windows
1 3 (3.26%) Windows Server
Processes & Methodologies
1 39 (42.39%) Business Intelligence
2 28 (30.43%) ETL
3 26 (28.26%) Data Modelling
4 22 (23.91%) Data Management
5 21 (22.83%) Stakeholder Management
6 20 (21.74%) Analytics
7 16 (17.39%) E-Commerce
8 15 (16.30%) Data Architecture
9 14 (15.22%) Agile Software Development
9 14 (15.22%) Data Analysis
9 14 (15.22%) Risk Management
10 13 (14.13%) Benchmarking
10 13 (14.13%) Change Management
10 13 (14.13%) Validation
11 11 (11.96%) Cost Transparency
11 11 (11.96%) ITIL
11 11 (11.96%) Statistical Analysis
11 11 (11.96%) Statistics
12 10 (10.87%) CRM
13 9 (9.78%) Machine Learning
Programming Languages
1 45 (48.91%) SQL
2 19 (20.65%) T-SQL
3 11 (11.96%) R
4 10 (10.87%) Python
5 6 (6.52%) MATLAB
5 6 (6.52%) VBA
6 4 (4.35%) PL/SQL
7 1 (1.09%) Java
Qualifications
1 27 (29.35%) Degree
2 4 (4.35%) CCA
3 1 (1.09%) ITIL Certification
Quality Assurance & Compliance
1 3 (3.26%) SLA
2 2 (2.17%) COBIT
System Software
1 3 (3.26%) Active Directory
2 2 (2.17%) NDS
2 2 (2.17%) NetIQ eDirectory
Vendors
1 29 (31.52%) Microsoft
2 12 (13.04%) Teradata
3 9 (9.78%) Oracle
3 9 (9.78%) Salesforce.com
4 8 (8.70%) SAP
5 7 (7.61%) Alteryx
6 6 (6.52%) Tableau
7 4 (4.35%) Remedy
8 2 (2.17%) Talend
9 1 (1.09%) Informatica
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 6 days ago
Manchester, Lancashire
Opus IT Consulting
Salary: £50 - £58000 per annum + Car Allowance
Posted: 6 days ago
Manchester, Lancashire
ReThink Recruitment
Posted: 5 days ago
Stockport, Cheshire
Recruitment Genius
Posted: 12 days ago
Chester
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 18 days ago
Manchester, Lancashire
Lloyds Banking Group
Salary: £39285 - £54158 per annum
Posted: 17 days ago