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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Management
England / North West
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 174 150 176
Rank change year-on-year -24 +26  
Permanent jobs citing Data Management 75 88 78
As % of all permanent IT jobs advertised in the North West 1.22% 1.53% 1.17%
As % of the Processes & Methodologies category 1.35% 1.74% 1.32%
Number of salaries quoted 43 73 69
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £33,300 £24,100 £22,500
10% offered a salary of more than £60,000 £47,500 £68,000
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year - -5.26%  

Data Management is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 5537 5051 5904
As % of all permanent IT job vacancies advertised in the North West 90.40% 87.90% 88.52%
Number of salaries quoted 4612 4201 4753
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Management
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Data Management as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 28 March 2017.

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 3 months to 28 March 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 -16 50 £40,000 +42.85% 7
Merseyside +13 18 £45,000 -5.26% 5
Cheshire -19 8 £35,000 -17.15% 3
Data Management
England

For the 6 months to 28 March 2017, IT jobs citing Data Management 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 Management.

1 61 (45.86%) SQL
2 49 (36.84%) Finance
3 41 (30.83%) Business Intelligence
4 40 (30.08%) MS Excel
5 39 (29.32%) Microsoft
5 39 (29.32%) SQL Server
6 38 (28.57%) E-Commerce
7 37 (27.82%) Agile Software Development
8 36 (27.07%) SQL Server Reporting Services
9 35 (26.32%) T-SQL
9 35 (26.32%) SQL Server Integration Services
10 33 (24.81%) Data Warehouse
10 33 (24.81%) Analytics
11 31 (23.31%) Java
12 29 (21.80%) ETL
13 28 (21.05%) Web Services
14 27 (20.30%) Master Data Management
15 26 (19.55%) Analytical Skills
15 26 (19.55%) Data Quality
16 25 (18.80%) Retail
17 24 (18.05%) Degree
18 23 (17.29%) iPad
19 22 (16.54%) SQL Server Analysis Services
20 18 (13.53%) Data Modelling
21 17 (12.78%) JavaScript
21 17 (12.78%) Management Information System
21 17 (12.78%) Information Security
21 17 (12.78%) Data Governance
21 17 (12.78%) REST
22 16 (12.03%) Node.js

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 (9.77%) SharePoint
2 4 (3.01%) SAS
2 4 (3.01%) Skype for Business
3 2 (1.50%) WebSphere
4 1 (0.75%) JBoss
4 1 (0.75%) Oracle Service Bus
4 1 (0.75%) Oracle Workflow
Applications
1 40 (30.08%) MS Excel
2 6 (4.51%) MS Office
3 2 (1.50%) MS PowerPoint
4 1 (0.75%) MS Visio
4 1 (0.75%) Pro/ENGINEER
4 1 (0.75%) PTC Creo
4 1 (0.75%) Solid Edge
4 1 (0.75%) SOLIDWORKS
4 1 (0.75%) SPSS
Business Applications
1 6 (4.51%) Dynamics NAV
2 2 (1.50%) Dynamics CRM
3 1 (0.75%) Magento
3 1 (0.75%) Oracle EBS
3 1 (0.75%) SAP Oil and Gas
Cloud Services
1 15 (11.28%) Amazon AWS
2 9 (6.77%) IaaS
2 9 (6.77%) PaaS
3 8 (6.02%) SaaS
4 5 (3.76%) Microsoft Azure
5 4 (3.01%) Office 365
6 1 (0.75%) Google Analytics
Communications & Networking
1 14 (10.53%) Intranet
2 8 (6.02%) Network Security
3 4 (3.01%) Skype
4 1 (0.75%) DNS
4 1 (0.75%) IMAP
4 1 (0.75%) Internet
Database & Business Intelligence
1 39 (29.32%) SQL Server
2 36 (27.07%) SQL Server Reporting Services
3 35 (26.32%) SQL Server Integration Services
4 33 (24.81%) Data Warehouse
5 22 (16.54%) SQL Server Analysis Services
6 13 (9.77%) Hadoop
7 11 (8.27%) Big Data
8 10 (7.52%) SQL Server 2008
9 7 (5.26%) SQL Server 2005
10 6 (4.51%) SQL Server 2012
11 4 (3.01%) Power BI
11 4 (3.01%) Relational Database
12 3 (2.26%) MySQL
12 3 (2.26%) NoSQL
13 2 (1.50%) BusinessObjects
13 2 (1.50%) Crystal Reports
13 2 (1.50%) Data Mining
13 2 (1.50%) Microsoft Analysis Services
13 2 (1.50%) RDBMS
13 2 (1.50%) Star Schema
Development Applications
1 7 (5.26%) Git (software)
1 7 (5.26%) Jenkins
2 5 (3.76%) Atlassian Bamboo
3 2 (1.50%) Mocha
3 2 (1.50%) Selenium
3 2 (1.50%) webpack
4 1 (0.75%) ERwin
4 1 (0.75%) Oracle APEX
4 1 (0.75%) Visual Website Optimizer
General
1 49 (36.84%) Finance
2 25 (18.80%) Retail
3 8 (6.02%) Law
4 7 (5.26%) Multimedia
5 5 (3.76%) Marketing
6 4 (3.01%) Back Office
7 3 (2.26%) Games
7 3 (2.26%) Legal
8 2 (1.50%) Advertising
8 2 (1.50%) Automotive
8 2 (1.50%) Manufacturing
8 2 (1.50%) Telecoms
9 1 (0.75%) Banking
9 1 (0.75%) Electronics
Job Titles
1 36 (27.07%) Developer
2 19 (14.29%) SQL Developer
3 18 (13.53%) Database Developer
3 18 (13.53%) SQL Database Developer
3 18 (13.53%) SQL Server Developer
4 17 (12.78%) Analyst
5 13 (9.77%) Architect
6 12 (9.02%) Java Developer
7 8 (6.02%) Data Architect
7 8 (6.02%) ETL Developer
7 8 (6.02%) Information Manager
7 8 (6.02%) Security Manager
8 7 (5.26%) Data Manager
8 7 (5.26%) DBA
8 7 (5.26%) Information Security Manager
8 7 (5.26%) SQL DBA
9 6 (4.51%) Business Intelligence Analyst
9 6 (4.51%) SQL Analyst
10 5 (3.76%) Senior Data Architect
10 5 (3.76%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 28 (21.05%) Web Services
2 17 (12.78%) REST
3 16 (12.03%) Node.js
3 16 (12.03%) React
4 15 (11.28%) Spring
5 13 (9.77%) J2EE
6 9 (6.77%) Apache Camel
7 5 (3.76%) Middleware
8 3 (2.26%) SOAP
9 2 (1.50%) AngularJS
9 2 (1.50%) CSS
9 2 (1.50%) CSS3
9 2 (1.50%) Ember.js
9 2 (1.50%) HTML
9 2 (1.50%) HTML5
9 2 (1.50%) PhoneGap
9 2 (1.50%) Sass
9 2 (1.50%) XML
10 1 (0.75%) D3.js
10 1 (0.75%) WebCenter
Miscellaneous
1 26 (19.55%) Analytical Skills
2 23 (17.29%) iPad
3 17 (12.78%) Management Information System
4 16 (12.03%) Mobile App
5 14 (10.53%) Algorithms
6 9 (6.77%) Computer Science
7 7 (5.26%) Data Protection Act
8 4 (3.01%) User Experience
9 1 (0.75%) CESG
9 1 (0.75%) CESG CLAS
9 1 (0.75%) iPhone
9 1 (0.75%) Robotics
9 1 (0.75%) Tandem
Operating Systems
1 8 (6.02%) Linux
1 8 (6.02%) Windows
2 6 (4.51%) Unix
3 5 (3.76%) Windows Server
4 4 (3.01%) Red Hat Enterprise Linux
4 4 (3.01%) Windows Server 2008
4 4 (3.01%) Windows Server 2012
5 1 (0.75%) AIX
5 1 (0.75%) Windows 2000
5 1 (0.75%) Windows XP
Processes & Methodologies
1 41 (30.83%) Business Intelligence
2 38 (28.57%) E-Commerce
3 37 (27.82%) Agile Software Development
4 33 (24.81%) Analytics
5 29 (21.80%) ETL
6 27 (20.30%) Master Data Management
7 18 (13.53%) Data Modelling
8 17 (12.78%) Data Governance
8 17 (12.78%) Information Security
9 16 (12.03%) Data Analysis
9 16 (12.03%) ITIL
10 15 (11.28%) Business Continuity
10 15 (11.28%) Disaster Recovery
10 15 (11.28%) SOA
11 13 (9.77%) Data Analytics
11 13 (9.77%) Incident Management
11 13 (9.77%) Information Security Management
11 13 (9.77%) Risk Management
11 13 (9.77%) Scrum
11 13 (9.77%) Security Management
Programming Languages
1 61 (45.86%) SQL
2 35 (26.32%) T-SQL
3 31 (23.31%) Java
4 17 (12.78%) JavaScript
5 6 (4.51%) Python
6 4 (3.01%) R
7 2 (1.50%) ES6
7 2 (1.50%) TypeScript
8 1 (0.75%) C
8 1 (0.75%) C#
8 1 (0.75%) C++
8 1 (0.75%) Delphi
8 1 (0.75%) MATLAB
8 1 (0.75%) Pascal
8 1 (0.75%) PL/SQL
8 1 (0.75%) Shell Script
8 1 (0.75%) VBA
Qualifications
1 24 (18.05%) Degree
2 13 (9.77%) SC Cleared
2 13 (9.77%) Security Cleared
3 11 (8.27%) CISM
3 11 (8.27%) CISSP
4 7 (5.26%) MCSA
4 7 (5.26%) Microsoft Certification
5 2 (1.50%) CISA
6 1 (0.75%) CESG Certified Professional
6 1 (0.75%) CLAS
6 1 (0.75%) ISEB
6 1 (0.75%) ITIL Foundation Certificate
6 1 (0.75%) PhD
Quality Assurance & Compliance
1 26 (19.55%) Data Quality
2 16 (12.03%) PCI DSS
3 10 (7.52%) QA
4 8 (6.02%) SLA
5 2 (1.50%) GDPR
6 1 (0.75%) ISO/IEC 27001
6 1 (0.75%) Solvency II
System Software
1 4 (3.01%) Active Directory
1 4 (3.01%) VMware Infrastructure
2 1 (0.75%) Oracle RAC
Systems Management
1 9 (6.77%) Kibana
2 4 (3.01%) Backup Exec
2 4 (3.01%) HP SIM
2 4 (3.01%) Norton AntiVirus
2 4 (3.01%) SCCM
2 4 (3.01%) WSUS
3 1 (0.75%) Data Guard
3 1 (0.75%) Oracle Identity Management
3 1 (0.75%) Tivoli Identity Manager
Vendors
1 39 (29.32%) Microsoft
2 15 (11.28%) IBM
3 7 (5.26%) Oracle
4 6 (4.51%) Red Hat
4 6 (4.51%) Tableau
5 4 (3.01%) Citrix
5 4 (3.01%) Dell
5 4 (3.01%) GFI Software
5 4 (3.01%) HP
5 4 (3.01%) SolarWinds
5 4 (3.01%) Sophos
5 4 (3.01%) Symantec
5 4 (3.01%) VMware
6 3 (2.26%) Salesforce.com
6 3 (2.26%) SAP
7 2 (1.50%) Autodesk
7 2 (1.50%) Cloudera
7 2 (1.50%) Google
7 2 (1.50%) RedGate
7 2 (1.50%) Teradata
Manchester
Churchill Frank
Salary: £60000 - £70000 per annum
Posted: Yesterday
Prescot, Merseyside
QVC
Salary: Competitive
Posted: 16 hours ago
St. Helens, Merseyside
Morson International
Salary: £0.00 per annum
Posted: 4 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £32,000 to £36,000 per annum plus excellent benefits package
Posted: 7 days ago
St. Helens
greywood
Salary: £45000 - £50000 per annum + Bens
Posted: 8 days ago
Warrington, Cheshire
Actis Recruitment.
Salary: From £35,000 to £45,000 per annum + bonus + bens
Posted: 6 days ago
Manchester, Lancashire
Uniting Ambition
Salary: £50k - 65k per year
Posted: 4 days ago
Cheshire
Robert Walters UK
Salary: £60000 - £80000 per annum
Posted: 12 days ago
Altrincham
Applause IT Ltd
Salary: £20000 - £26000 per annum + Pension, Medical, Dental
Posted: 14 days ago
Altrincham
Applause IT Ltd
Salary: £19000 - £25000 per annum + bens
Posted: 14 days ago
Liverpool, Lancashire
Tata Consultancy services
Posted: 13 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £50000.00 - £60000.00 per annum
Posted: 11 days ago
Manchester
People Source Consulting
Salary: £35000 - £45000 per annum + amazing benefits + bonus
Posted: 7 days ago