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 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Management
England / North West
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 149 154 148
Rank change year-on-year +5 -6  
Permanent jobs citing Data Management 137 83 115
As % of all permanent IT jobs advertised in the North West 1.99% 1.50% 1.80%
As % of the Processes & Methodologies category 2.22% 1.70% 2.01%
Number of salaries quoted 84 54 103
Median salary £45,000 £37,500 £37,500
Median salary % change year-on-year +20.00% -  
90% offered a salary of more than £34,000 £27,500 £22,800
10% offered a salary of more than £82,000 £54,000 £65,000
UK excluding London median salary £48,500 £45,000 £42,500
% change year-on-year +7.77% +5.88%  

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 6180 4891 5734
As % of all permanent IT job vacancies advertised in the North West 89.83% 88.29% 89.73%
Number of salaries quoted 5009 4133 4657
Median salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 26 June 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 26 June 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 +9 77 £43,750 -2.77% 18
Merseyside +14 30 £45,000 +47.54% 1
Cheshire -23 25 £47,500 +26.66% 7
Lancashire -7 3 £38,750 +3.33% 5
Data Management
England

For the 6 months to 26 June 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 87 (41.04%) SQL
2 73 (34.43%) Finance
3 68 (32.08%) Business Intelligence
4 64 (30.19%) Data Quality
5 62 (29.25%) Agile Software Development
6 59 (27.83%) E-Commerce
7 58 (27.36%) SQL Server
8 51 (24.06%) Java
9 50 (23.58%) Data Warehouse
9 50 (23.58%) Microsoft
10 49 (23.11%) Web Services
10 49 (23.11%) Retail
11 47 (22.17%) Master Data Management
12 46 (21.70%) SQL Server Integration Services
13 43 (20.28%) SQL Server Reporting Services
13 43 (20.28%) ETL
14 40 (18.87%) T-SQL
14 40 (18.87%) Analytics
15 33 (15.57%) Data Governance
15 33 (15.57%) JavaScript
16 30 (14.15%) SQL Server Analysis Services
17 29 (13.68%) Degree
18 28 (13.21%) SOA
18 28 (13.21%) Amazon AWS
19 27 (12.74%) Data Modelling
19 27 (12.74%) IBM
20 25 (11.79%) Mobile App
21 24 (11.32%) Node.js
21 24 (11.32%) Algorithms
21 24 (11.32%) React

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 (6.13%) SAS
2 5 (2.36%) Oracle SOA Suite
3 4 (1.89%) SharePoint
4 2 (0.94%) Oracle Service Bus
5 1 (0.47%) OpenEdge
5 1 (0.47%) Oracle Workflow
Applications
1 16 (7.55%) Microsoft Excel
2 9 (4.25%) Microsoft Office
3 5 (2.36%) Microsoft PowerPoint
4 4 (1.89%) SPSS
5 2 (0.94%) MS Visio
6 1 (0.47%) Pro/ENGINEER
6 1 (0.47%) PTC Creo
6 1 (0.47%) Solid Edge
6 1 (0.47%) SOLIDWORKS
Business Applications
1 11 (5.19%) Dynamics NAV
2 7 (3.30%) Dynamics CRM
3 4 (1.89%) SAP MDG
4 2 (0.94%) SAP Business One
4 2 (0.94%) SAP ERP
4 2 (0.94%) Siebel CRM
5 1 (0.47%) Hyperion Planning
5 1 (0.47%) SAP Oil and Gas
Cloud Services
1 28 (13.21%) Amazon AWS
2 6 (2.83%) Microsoft Azure
3 4 (1.89%) SaaS
4 2 (0.94%) Office 365
5 1 (0.47%) Amazon Glacier
5 1 (0.47%) Amazon S3
5 1 (0.47%) Azure Data Factory
5 1 (0.47%) IaaS
5 1 (0.47%) PaaS
Communications & Networking
1 22 (10.38%) Intranet
2 2 (0.94%) Internet
3 1 (0.47%) DNS
3 1 (0.47%) HTTP
3 1 (0.47%) IMAP
3 1 (0.47%) Network Security
Database & Business Intelligence
1 58 (27.36%) SQL Server
2 50 (23.58%) Data Warehouse
3 46 (21.70%) SQL Server Integration Services
4 43 (20.28%) SQL Server Reporting Services
5 30 (14.15%) SQL Server Analysis Services
6 19 (8.96%) Hadoop
7 17 (8.02%) Big Data
8 11 (5.19%) SQL Server 2012
9 9 (4.25%) Power BI
10 7 (3.30%) Crystal Reports
11 6 (2.83%) Data Mining
11 6 (2.83%) Relational Database
12 5 (2.36%) Enterprise Data Warehouse
12 5 (2.36%) PostgreSQL
13 3 (1.42%) MS Access
13 3 (1.42%) MySQL
13 3 (1.42%) NoSQL
14 2 (0.94%) Oracle Database
14 2 (0.94%) Pentaho
14 2 (0.94%) SQL Server 2008
Development Applications
1 13 (6.13%) Git (software)
2 12 (5.66%) Jenkins
3 11 (5.19%) Atlassian Bamboo
4 3 (1.42%) JIRA
4 3 (1.42%) Oracle APEX
5 2 (0.94%) Mocha
5 2 (0.94%) Selenium
5 2 (0.94%) webpack
General
1 73 (34.43%) Finance
2 49 (23.11%) Retail
3 15 (7.08%) Banking
4 9 (4.25%) Marketing
5 6 (2.83%) Manufacturing
6 4 (1.89%) Law
7 3 (1.42%) Financial Institution
7 3 (1.42%) Legal
8 2 (0.94%) Advertising
8 2 (0.94%) Electronics
8 2 (0.94%) Games
8 2 (0.94%) Telecoms
9 1 (0.47%) Automotive
9 1 (0.47%) Corporate Banking
9 1 (0.47%) Investment Banking
Job Titles
1 66 (31.13%) Developer
2 40 (18.87%) Analyst
3 31 (14.62%) SQL Developer
4 26 (12.26%) Database Developer
4 26 (12.26%) SQL Database Developer
4 26 (12.26%) SQL Server Developer
5 21 (9.91%) Architect
6 20 (9.43%) Data Analyst
6 20 (9.43%) Java Developer
7 12 (5.66%) Data Architect
8 11 (5.19%) Data Quality Analyst
8 11 (5.19%) SQL Analyst
9 10 (4.72%) Business Intelligence Analyst
9 10 (4.72%) Governance Analyst
10 8 (3.77%) Data Manager
10 8 (3.77%) Lead Developer
10 8 (3.77%) Lead Java Developer
11 7 (3.30%) Programme Manager
11 7 (3.30%) SAP Manager
11 7 (3.30%) SAP Programme Manager
Libraries, Frameworks & Software Standards
1 49 (23.11%) Web Services
2 24 (11.32%) Node.js
2 24 (11.32%) React
3 23 (10.85%) REST
4 22 (10.38%) Spring
5 20 (9.43%) J2EE
6 12 (5.66%) Apache Camel
7 11 (5.19%) .NET
8 10 (4.72%) ASP.NET
8 10 (4.72%) HTML
8 10 (4.72%) WCF
9 9 (4.25%) AngularJS
9 9 (4.25%) HTML5
10 6 (2.83%) ASP.NET Web API
11 5 (2.36%) .NET Framework
12 4 (1.89%) ASP.NET Web Forms
13 3 (1.42%) CSS
14 2 (0.94%) MDX
14 2 (0.94%) Sass
14 2 (0.94%) SOAP
Miscellaneous
1 25 (11.79%) Mobile App
2 24 (11.32%) Algorithms
3 23 (10.85%) iPad
4 17 (8.02%) Analytical Skills
4 17 (8.02%) Management Information System
5 9 (4.25%) Computer Science
6 6 (2.83%) Data Protection Act
6 6 (2.83%) Data Structures
7 3 (1.42%) Robotics
7 3 (1.42%) User Experience
8 2 (0.94%) Reference Data
8 2 (0.94%) Social Media
9 1 (0.47%) Contactless
9 1 (0.47%) Virtual Team
Operating Systems
1 4 (1.89%) Windows
2 3 (1.42%) Unix
3 2 (0.94%) Linux
4 1 (0.47%) Windows Server
Processes & Methodologies
1 68 (32.08%) Business Intelligence
2 62 (29.25%) Agile Software Development
3 59 (27.83%) E-Commerce
4 47 (22.17%) Master Data Management
5 43 (20.28%) ETL
6 40 (18.87%) Analytics
7 33 (15.57%) Data Governance
8 28 (13.21%) SOA
9 27 (12.74%) Data Modelling
10 22 (10.38%) Data Analytics
11 21 (9.91%) Data Integration
12 20 (9.43%) Continuous Integration
12 20 (9.43%) Data Analysis
13 17 (8.02%) Data Strategy
13 17 (8.02%) Scrum
14 16 (7.55%) BDD
14 16 (7.55%) MVC
14 16 (7.55%) TDD
15 15 (7.08%) Data Architecture
15 15 (7.08%) Stakeholder Management
Programming Languages
1 87 (41.04%) SQL
2 51 (24.06%) Java
3 40 (18.87%) T-SQL
4 33 (15.57%) JavaScript
5 13 (6.13%) C#
6 10 (4.72%) Python
7 6 (2.83%) R
8 4 (1.89%) C
9 3 (1.42%) PL/SQL
9 3 (1.42%) VBA
10 2 (0.94%) ES6
10 2 (0.94%) PHP
10 2 (0.94%) TypeScript
10 2 (0.94%) VB
11 1 (0.47%) C++
11 1 (0.47%) MATLAB
Qualifications
1 29 (13.68%) Degree
2 21 (9.91%) SC Cleared
2 21 (9.91%) Security Cleared
3 8 (3.77%) Computer Science Degree
4 4 (1.89%) CISM
4 4 (1.89%) CISSP
5 2 (0.94%) CRISC
5 2 (0.94%) ITIL Foundation Certificate
6 1 (0.47%) CISA
6 1 (0.47%) MCSA
6 1 (0.47%) Microsoft Certification
6 1 (0.47%) PhD
Quality Assurance & Compliance
1 64 (30.19%) Data Quality
2 6 (2.83%) GDPR
3 5 (2.36%) ISO/IEC 27001
3 5 (2.36%) QA
4 3 (1.42%) PCI DSS
5 2 (0.94%) ISO/IEC 20000
5 2 (0.94%) Sarbanes-Oxley
5 2 (0.94%) SLA
6 1 (0.47%) Solvency II
System Software
1 5 (2.36%) Active Directory
2 2 (0.94%) Oracle RAC
Systems Management
1 14 (6.60%) Kibana
2 2 (0.94%) Data Guard
2 2 (0.94%) Oracle Identity Management
2 2 (0.94%) Tivoli Identity Manager
Vendors
1 50 (23.58%) Microsoft
2 27 (12.74%) IBM
3 19 (8.96%) Oracle
4 18 (8.49%) SAP
5 13 (6.13%) Tableau
6 6 (2.83%) Alteryx
7 5 (2.36%) Informatica
8 4 (1.89%) Rackspace
8 4 (1.89%) Teradata
9 3 (1.42%) Trillium
10 2 (0.94%) Autodesk
10 2 (0.94%) CA
10 2 (0.94%) Cloudera
10 2 (0.94%) Cognizant
10 2 (0.94%) hybris
10 2 (0.94%) Red Hat
10 2 (0.94%) RedGate
10 2 (0.94%) Sage
10 2 (0.94%) Salesforce.com
10 2 (0.94%) Siebel
Manchester, Lancashire
onezeero.
Salary: £70000 per annum
Posted: 17 hours ago
Manchester, Lancashire
Pioneer Search
Salary: £55000.00 - £65000.00 per annum
Posted: 10 hours ago
Altrincham, Cheshire
Applause IT Innovation
Salary: £50000 - £65000 per annum + bens
Posted: 11 hours ago
Knutsford, Cheshire
Eames Consulting
Salary: £55000 - £85000 per annum + Benifits
Posted: 14 hours ago
Stockport, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £30000.00 per annum + Additional Benefits
Posted: 4 days ago
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent benefits package
Posted: 6 days ago
Knutsford, Cheshire
Cognizant
Salary: Unspecified Competitve
Posted: 3 days ago
Knutsford
Nigel Frank International
Salary: £40000 - £60000 per annum + pension, benefits, negotiable
Posted: 5 days ago
Manchester, Lancashire
Harvey Nash plc
Posted: 8 hours ago
Manchester
Computer Futures
Salary: £65000 - £70000 per annum + competitive
Posted: 6 days ago
Manchester, Lancashire
IT Lab
Salary: Excellent Benefits + More
Posted: 5 days ago
Warrington, Cheshire
Applause IT Innovation
Salary: £30000 - £80000 per annum + £30-£40 base + Double OTE + Car
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 6 days ago
Knutsford, Cheshire
Barclays
Posted: 5 days ago
Manchester, Lancashire
Uniting Ambition
Salary: £70k - 85k per year
Posted: 5 days ago
Manchester
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 13 days ago
Rossendale
Michael Page Technology
Salary: £30000 - £40000 per annum + good benefits package + training
Posted: 14 days ago
Manchester
Freshfields Bruckhaus Deringer
Salary: Highly Competitive Plus Benefits
Posted: 12 days ago
Cheshire
Source Technology
Salary: From £25,000 to £40,000 per annum + benefits
Posted: 3 days ago
Manchester, Lancashire
ReThink Recruitment
Posted: 4 days ago
Manchester
Freshfields Bruckhaus Deringer
Salary: Highly Competitive Plus Benefits
Posted: 12 days ago
Liverpool, Lancashire
Tata Consultancy services
Posted: 19 days ago
Chorley
Applause IT Ltd
Salary: £18000 - £20000 per annum
Posted: 12 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £40000.00 per annum + flexi working & great benefits
Posted: 6 days ago
Chorley, Lancashire
Applause IT Innovation
Salary: £38000 - £45000 per annum + FlexiTime, Pension, Health
Posted: 15 hours ago
Chorley
Applause IT Ltd
Salary: £30000 - £40000 per annum + benefits
Posted: 12 days ago
Manchester
Robert Walters UK
Salary: £34000 - £38000 per annum
Posted: 7 days ago
Chorley
Applause IT Ltd
Salary: £30000 - £35000 per annum
Posted: 12 days ago