Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 15 December 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > North West
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 225 222 256
Rank change year-on-year -3 +34 -64
Permanent jobs citing Data Management 128 160 118
As % of all permanent IT jobs advertised in the North West 1.14% 1.22% 0.95%
As % of the Processes & Methodologies category 1.25% 1.33% 1.03%
Number of salaries quoted 105 128 80
North West median annual salary £40,000 £45,000 £42,500
Median salary % change year-on-year -11.11% +5.88% +13.33%
10th Percentile £28,100 £28,000 £27,425
90th Percentile £66,000 £82,500 £65,000
England median annual salary £55,000 £55,000 £55,000

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 10,211 12,030 11,429
As % of all permanent IT jobs advertised in the North West 91.04% 91.64% 91.76%
Number of salaries quoted 8,196 9,584 9,525
North West median annual salary £45,000 £43,000 £40,000
Median salary % change year-on-year +4.65% +7.50% -
10th Percentile £26,250 £26,250 £25,675
90th Percentile £70,000 £65,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Management
Job Vacancy Trend in the North West

Job postings citing Data Management as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Management in the North West

Data Management
Salary Trend in the North West

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

Salary trend for Data Management in the North West

Data Management
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Management in the North West over the 6 months to 15 December 2018.

Salary histogram for Data Management in the North West

Data Management
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 Management within the North West region over the 6 months to 15 December 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
Manchester -15 68 £46,192 +7.42% 19
Cheshire +22 38 £35,000 -33.33% 4
Lancashire +9 12 £38,500 +18.46% 2
Merseyside -3 7 £40,000 +60.00% 2
Data Management
England

For the 6 months to 15 December 2018, IT jobs citing Data Management 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 North West region with a requirement for Data Management.

1 65 (50.78%) SQL
2 59 (46.09%) Finance
3 42 (32.81%) Business Intelligence
4 36 (28.13%) CRM
5 34 (26.56%) SQL Server Reporting Services
6 33 (25.78%) SQL Server Integration Services
7 30 (23.44%) ETL
8 28 (21.88%) Agile Software Development
9 26 (20.31%) Degree
10 24 (18.75%) SQL Server
11 23 (17.97%) Analytics
11 23 (17.97%) Problem-Solving
12 22 (17.19%) SQL Server Analysis Services
13 21 (16.41%) Data Warehouse
14 20 (15.63%) .NET
15 19 (14.84%) T-SQL
16 18 (14.06%) Data Modelling
16 18 (14.06%) Microsoft Excel
16 18 (14.06%) Data Analysis
17 17 (13.28%) HTML
17 17 (13.28%) Replication
18 16 (12.50%) ERP
18 16 (12.50%) Microsoft
18 16 (12.50%) Change Control
19 15 (11.72%) Migration
19 15 (11.72%) Computer Science
20 14 (10.94%) QlikView
20 14 (10.94%) Management Information System
20 14 (10.94%) Project Management
20 14 (10.94%) Salesforce.com

Data Management
Co-occurring 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 13 (10.16%) SharePoint
2 7 (5.47%) CMS
2 7 (5.47%) IIS
3 3 (2.34%) Confluence
4 2 (1.56%) SAS
Applications
1 18 (14.06%) Microsoft Excel
2 12 (9.38%) Microsoft Office
3 8 (6.25%) Microsoft PowerPoint
4 1 (0.78%) MS Visio
Business Applications
1 10 (7.81%) Salesforce.com CRM
2 7 (5.47%) Visualfiles
3 1 (0.78%) Dynamics CRM
3 1 (0.78%) Sage 500
3 1 (0.78%) SAP CO
3 1 (0.78%) SAP FI
3 1 (0.78%) SAP FI/CO
3 1 (0.78%) SAP S/4HANA
Cloud Services
1 12 (9.38%) Office 365
2 6 (4.69%) Force.com
3 5 (3.91%) Microsoft Azure
4 1 (0.78%) Amazon AWS
4 1 (0.78%) Dynamics 365
Communications & Networking
1 7 (5.47%) Intranet
2 3 (2.34%) Network Security
3 1 (0.78%) Broadband
3 1 (0.78%) LAN
3 1 (0.78%) WAN
Database & Business Intelligence
1 34 (26.56%) SQL Server Reporting Services
2 33 (25.78%) SQL Server Integration Services
3 24 (18.75%) SQL Server
4 22 (17.19%) SQL Server Analysis Services
5 21 (16.41%) Data Warehouse
6 14 (10.94%) QlikView
7 7 (5.47%) Relational Database
8 6 (4.69%) SQL Server 2008
9 5 (3.91%) Data Mining
9 5 (3.91%) SQL Server 2005
10 3 (2.34%) Power BI
11 2 (1.56%) BusinessObjects
11 2 (1.56%) MySQL
11 2 (1.56%) Spotfire
12 1 (0.78%) Base SAS
12 1 (0.78%) DB2
12 1 (0.78%) NoSQL
12 1 (0.78%) OLAP
12 1 (0.78%) RDBMS
12 1 (0.78%) SAP Data Services
Development Applications
1 5 (3.91%) JIRA
2 3 (2.34%) Selenium
2 3 (2.34%) Visual Studio
3 2 (1.56%) Cucumber
3 2 (1.56%) LoadRunner
4 1 (0.78%) Jenkins
4 1 (0.78%) Team Foundation Server
General
1 59 (46.09%) Finance
2 10 (7.81%) Banking
3 9 (7.03%) Law
4 7 (5.47%) Investment Banking
4 7 (5.47%) Marketing
4 7 (5.47%) Retail
5 5 (3.91%) Pharmaceutical
6 2 (1.56%) Manufacturing
7 1 (0.78%) Back Office
7 1 (0.78%) Legal
7 1 (0.78%) Telecoms
Job Titles
1 35 (27.34%) Analyst
2 27 (21.09%) Developer
3 17 (13.28%) SQL Developer
4 16 (12.50%) Applications Support
4 16 (12.50%) Data Analyst
5 13 (10.16%) Administrator
6 12 (9.38%) Data Manager
7 10 (7.81%) Salesforce Administrator
7 10 (7.81%) SQL Analyst
8 9 (7.03%) Applications Support Analyst
8 9 (7.03%) ERP Analyst
8 9 (7.03%) ERP Support
8 9 (7.03%) SQL Support Analyst
8 9 (7.03%) SSIS Developer
9 8 (6.25%) Business Analyst
9 8 (6.25%) Senior Analyst
10 7 (5.47%) Applications Specialist
10 7 (5.47%) Applications Support Specialist
10 7 (5.47%) Business Intelligence Manager
10 7 (5.47%) Support Specialist
Libraries, Frameworks & Software Standards
1 20 (15.63%) .NET
2 17 (13.28%) HTML
3 13 (10.16%) XML
4 7 (5.47%) AngularJS
4 7 (5.47%) Visualforce
5 6 (4.69%) CSS
6 5 (3.91%) Apache Flex
6 5 (3.91%) RESTful
7 4 (3.13%) Angular 2
7 4 (3.13%) jQuery
8 2 (1.56%) ASP.NET
8 2 (1.56%) ASP.NET MVC
8 2 (1.56%) Gherkin
8 2 (1.56%) MDX
8 2 (1.56%) React
8 2 (1.56%) Twitter Bootstrap
9 1 (0.78%) .NET Framework
9 1 (0.78%) JSON
9 1 (0.78%) Regular Expression
9 1 (0.78%) SOAP
Miscellaneous
1 17 (13.28%) Replication
2 14 (10.94%) Analytical Skills
2 14 (10.94%) Management Information System
3 10 (7.81%) NHS
4 6 (4.69%) Data Structures
4 6 (4.69%) Driving Licence
5 2 (1.56%) Self-Motivation
6 1 (0.78%) Analytical Mindset
6 1 (0.78%) Biotechnology
6 1 (0.78%) CMDB
6 1 (0.78%) Fintech
6 1 (0.78%) Life Science
6 1 (0.78%) Reference Data
6 1 (0.78%) Smart Meter
Operating Systems
1 1 (0.78%) Unix
1 1 (0.78%) Windows
1 1 (0.78%) Windows Server
1 1 (0.78%) Windows Server 2012
Processes & Methodologies
1 42 (32.81%) Business Intelligence
2 36 (28.13%) CRM
3 30 (23.44%) ETL
4 28 (21.88%) Agile Software Development
5 23 (17.97%) Analytics
5 23 (17.97%) Problem-Solving
6 18 (14.06%) Data Analysis
6 18 (14.06%) Data Modelling
7 16 (12.50%) Change Control
7 16 (12.50%) ERP
8 15 (11.72%) Computer Science
8 15 (11.72%) Migration
9 14 (10.94%) Decision-Making
9 14 (10.94%) Project Management
10 12 (9.38%) Dashboard Development
10 12 (9.38%) ITIL
11 11 (8.59%) SDLC
11 11 (8.59%) Visualisation
12 10 (7.81%) Data Governance
12 10 (7.81%) Risk Management
Programming Languages
1 65 (50.78%) SQL
2 19 (14.84%) T-SQL
3 12 (9.38%) PowerShell
4 8 (6.25%) C#
4 8 (6.25%) JavaScript
5 7 (5.47%) Apex Code
6 6 (4.69%) Python
6 6 (4.69%) SOQL
7 5 (3.91%) TypeScript
8 3 (2.34%) Java
8 3 (2.34%) PL/SQL
8 3 (2.34%) VBA
9 2 (1.56%) Perl
9 2 (1.56%) R
10 1 (0.78%) Shell Script
Qualifications
1 26 (20.31%) Degree
2 7 (5.47%) ITIL Foundation Certificate
3 5 (3.91%) Computer Science Degree
3 5 (3.91%) ITIL Certification
4 3 (2.34%) APMP
5 2 (1.56%) CISSP
5 2 (1.56%) CRISC
5 2 (1.56%) TOGAF Certification
6 1 (0.78%) Microsoft Certification
6 1 (0.78%) Numerate Degree
6 1 (0.78%) Security Cleared
Quality Assurance & Compliance
1 14 (10.94%) Data Quality
2 7 (5.47%) ISO/IEC 27001
2 7 (5.47%) PCI DSS
2 7 (5.47%) SLA
3 6 (4.69%) QA
4 4 (3.13%) GDPR
5 3 (2.34%) PSD2
System Software
1 7 (5.47%) VMware Infrastructure
Vendors
1 16 (12.50%) Microsoft
2 14 (10.94%) Salesforce.com
3 11 (8.59%) Tableau
4 7 (5.47%) Citrix
4 7 (5.47%) VMware
5 4 (3.13%) ServiceNow
6 2 (1.56%) Informatica
6 2 (1.56%) Northgate
6 2 (1.56%) SAP
7 1 (0.78%) Casewise
7 1 (0.78%) Google
7 1 (0.78%) IBM
7 1 (0.78%) Oracle
7 1 (0.78%) Sage
7 1 (0.78%) Teradata
7 1 (0.78%) Twitter