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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Quality
England / North West
Rank 221 197 228
Rank change year-on-year
-24 +31
Permanent jobs citing Data Quality 31 36 19
As % of all permanent IT jobs located in the North West 0.52% 0.65% 0.28%
As % of the Quality Assurance & Compliance category 4.50% 5.56% 2.84%
Number of salaries quoted 24 27 17
Median salary £41,500 £42,500 £40,000
Median salary % change year-on-year
-2.35% +6.25%
90% offered a salary of more than £33,000 £25,000 £34,000
10% offered a salary of more than £47,500 £72,500 £56,500
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
689 647 670
As % of all permanent IT jobs located in the North West 11.53% 11.72% 9.89%
Number of salaries quoted 542 504 572
Median salary £41,500 £40,000 £39,500
Median salary % change year-on-year
+3.75% +1.26%
90% offered a salary of more than £25,000 £26,500 £25,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £42,500 £45,000 £42,000
% change year-on-year
-5.55% +7.14%

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 24 January 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 24 January 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 -27 15 £42,000 +52.72% 4
Merseyside -4 11 £42,500 +6.25% 1
Cheshire +6 4 £34,000 -45.60%
Data Quality
England

Data Quality
Top 30 Related IT Skills in the North West

For the 6 months to 24 January 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 (50.00%) Finance
2 44 (48.89%) SQL
3 33 (36.67%) Business Intelligence
4 30 (33.33%) SQL Server
5 28 (31.11%) ETL
5 28 (31.11%) Data Modelling
6 27 (30.00%) Degree
7 25 (27.78%) Data Warehouse
7 25 (27.78%) Analytical Skills
8 24 (26.67%) MS Excel
8 24 (26.67%) Data Management
9 23 (25.56%) Microsoft
9 23 (25.56%) Analytics
10 22 (24.44%) SQL Server Integration Services
11 21 (23.33%) Management Information System
12 20 (22.22%) Stakeholder Management
13 19 (21.11%) SQL Server Reporting Services
14 17 (18.89%) Billing
15 16 (17.78%) Data Analysis
15 16 (17.78%) SQL Server Analysis Services
16 15 (16.67%) Retail
16 15 (16.67%) T-SQL
17 14 (15.56%) Risk Management
17 14 (15.56%) Teradata
17 14 (15.56%) Validation
17 14 (15.56%) MS PowerPoint
17 14 (15.56%) Data Architecture
18 13 (14.44%) Change Management
18 13 (14.44%) Benchmarking
19 12 (13.33%) Agile Software Development

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 (12.22%) SAS
2 4 (4.44%) SharePoint
3 3 (3.33%) Exchange Server 2010
3 3 (3.33%) Exchange Server 2013
3 3 (3.33%) MS Exchange
3 3 (3.33%) Skype for Business
4 2 (2.22%) GroupWise
4 2 (2.22%) Oracle SOA Suite
4 2 (2.22%) SharePoint 2013
Applications
1 24 (26.67%) MS Excel
2 14 (15.56%) MS PowerPoint
3 10 (11.11%) MS Office
4 9 (10.00%) SPSS
4 9 (10.00%) Stata
5 3 (3.33%) MS Visio
Business Applications
1 4 (4.44%) Dynamics CRM
1 4 (4.44%) Salesforce.com CRM
2 1 (1.11%) Oracle Financials
Cloud Services
1 6 (6.67%) Microsoft Azure
2 1 (1.11%) Amazon AWS
2 1 (1.11%) Office 365
Database & Business Intelligence
1 30 (33.33%) SQL Server
2 25 (27.78%) Data Warehouse
3 22 (24.44%) SQL Server Integration Services
4 19 (21.11%) SQL Server Reporting Services
5 16 (17.78%) SQL Server Analysis Services
6 12 (13.33%) Big Data
6 12 (13.33%) Relational Database
7 10 (11.11%) Data Mining
8 7 (7.78%) Power BI
9 6 (6.67%) QlikView
10 4 (4.44%) Azure SQL Database
10 4 (4.44%) BusinessObjects
10 4 (4.44%) BusinessObjects Business Intelligence
11 3 (3.33%) SQL Server 2012
12 2 (2.22%) DB2
12 2 (2.22%) Enterprise Data Warehouse
12 2 (2.22%) Hadoop
12 2 (2.22%) MySQL
12 2 (2.22%) Qlik Sense
13 1 (1.11%) RDBMS
Development Applications
1 3 (3.33%) Visual Studio
2 1 (1.11%) ERwin
2 1 (1.11%) Talend Open Studio
General
1 45 (50.00%) Finance
2 17 (18.89%) Billing
3 15 (16.67%) Retail
4 10 (11.11%) Banking
5 4 (4.44%) Legal
6 3 (3.33%) Financial Institution
7 2 (2.22%) Retail Banking
8 1 (1.11%) Law
8 1 (1.11%) Telecoms
Job Titles
1 25 (27.78%) Analyst
2 24 (26.67%) Developer
3 18 (20.00%) Data Analyst
4 14 (15.56%) Database Developer
5 13 (14.44%) Commercial Manager
6 12 (13.33%) SQL Developer
7 11 (12.22%) SQL Server Developer
8 10 (11.11%) ETL Developer
9 9 (10.00%) Business Data Analyst
9 9 (10.00%) SQL Database Developer
10 8 (8.89%) Architect
10 8 (8.89%) Data Architect
10 8 (8.89%) SQL Analyst
11 7 (7.78%) SQL Data Analyst
12 6 (6.67%) Business Analyst
13 5 (5.56%) Senior Analyst
13 5 (5.56%) Senior Architect
13 5 (5.56%) Senior Data Architect
14 4 (4.44%) Data Business Analyst
14 4 (4.44%) Data Scientist
Libraries, Frameworks & Software Standards
1 3 (3.33%) .NET
1 3 (3.33%) .NET Framework
2 1 (1.11%) Mason
Miscellaneous
1 25 (27.78%) Analytical Skills
2 21 (23.33%) Management Information System
3 11 (12.22%) Statistics
4 8 (8.89%) Data Integration
5 7 (7.78%) Mathematics
6 6 (6.67%) Computer Science
6 6 (6.67%) Economics
6 6 (6.67%) Neural Network
7 4 (4.44%) iPad
8 3 (3.33%) Social Media
8 3 (3.33%) Visualisation
9 2 (2.22%) Reference Data
9 2 (2.22%) Taxonomies
10 1 (1.11%) Data Extraction
10 1 (1.11%) Driving Licence
10 1 (1.11%) Linked Data
Operating Systems
1 3 (3.33%) Windows
1 3 (3.33%) Windows Server
Processes & Methodologies
1 33 (36.67%) Business Intelligence
2 28 (31.11%) Data Modelling
2 28 (31.11%) ETL
3 24 (26.67%) Data Management
4 23 (25.56%) Analytics
5 20 (22.22%) Stakeholder Management
6 16 (17.78%) Data Analysis
7 14 (15.56%) Data Architecture
7 14 (15.56%) Risk Management
7 14 (15.56%) Validation
8 13 (14.44%) Benchmarking
8 13 (14.44%) Change Management
9 12 (13.33%) Agile Software Development
9 12 (13.33%) Statistical Analysis
10 11 (12.22%) Cost Transparency
10 11 (12.22%) E-Commerce
11 9 (10.00%) ITIL
11 9 (10.00%) Machine Learning
12 8 (8.89%) CRM
12 8 (8.89%) Unit Testing
Programming Languages
1 44 (48.89%) SQL
2 15 (16.67%) T-SQL
3 10 (11.11%) Python
4 9 (10.00%) R
5 6 (6.67%) MATLAB
5 6 (6.67%) VBA
6 4 (4.44%) PL/SQL
7 1 (1.11%) Java
Qualifications
1 27 (30.00%) Degree
2 4 (4.44%) CCA
3 1 (1.11%) ITIL Certification
Quality Assurance & Compliance
1 2 (2.22%) COBIT
1 2 (2.22%) SLA
System Software
1 3 (3.33%) Active Directory
2 2 (2.22%) NDS
2 2 (2.22%) NetIQ eDirectory
Systems Management
1 2 (2.22%) Control-M
Vendors
1 23 (25.56%) Microsoft
2 14 (15.56%) Teradata
3 9 (10.00%) Oracle
4 8 (8.89%) SAP
5 7 (7.78%) Alteryx
5 7 (7.78%) Salesforce.com
6 5 (5.56%) Tableau
7 4 (4.44%) Ab Initio
8 3 (3.33%) Informatica
8 3 (3.33%) Remedy
9 2 (2.22%) GoldenSource
9 2 (2.22%) Netezza
9 2 (2.22%) Trillium
10 1 (1.11%) Talend
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
Burnley, Lancashire
Mane Contract Services Limited
Salary: £40000 - £55000 per annum + Benefits
Posted: 5 days ago
Stockport
Recruitment Genius Ltd
Salary: £18000 - £25000 per annum
Posted: 14 days ago
Liverpool
Hays Specialist Recruitment Ltd
Salary: £35000.00 - £40000.00 per annum
Posted: 26 days ago
Manchester
Mason Frank International
Posted: 4 days ago