Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > North West
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 231 193 210
Rank change year-on-year -38 +17 -24
Permanent jobs citing Data Management 133 210 148
As % of all permanent IT jobs advertised in the North West 1.12% 1.59% 1.24%
As % of the Processes & Methodologies category 1.23% 1.75% 1.37%
Number of salaries quoted 109 146 103
North West median annual salary £42,500 £45,000 £37,500
Median salary % change year-on-year -5.56% +20.00% +7.14%
10th Percentile £29,750 £31,250 £26,250
90th Percentile £71,250 £77,500 £61,250
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -

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 10,846 12,022 10,797
As % of all permanent IT jobs advertised in the North West 91.05% 91.16% 90.48%
Number of salaries quoted 8,715 9,583 9,048
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £25,500
90th Percentile £67,500 £65,000 £62,500
England median annual salary £50,000 £50,000 £50,000

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 20 September 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 20 September 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 -28 76 £51,250 +19.19% 16
Cheshire -1 38 £36,250 -25.64% 8
Merseyside 0 13 £40,349 -10.34% 3
Lancashire +9 4 £52,500 +50.00% 3
Data Management
England

For the 6 months to 20 September 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 49 (36.84%) SQL
2 45 (33.83%) Business Intelligence
3 33 (24.81%) Finance
3 33 (24.81%) Agile Software Development
4 32 (24.06%) Degree
5 29 (21.80%) Problem-Solving
6 27 (20.30%) Analytics
6 27 (20.30%) ETL
7 26 (19.55%) SQL Server
8 25 (18.80%) Project Management
9 21 (15.79%) Data Warehouse
9 21 (15.79%) Data Modelling
9 21 (15.79%) Microsoft
9 21 (15.79%) Computer Science
9 21 (15.79%) Data Quality
10 19 (14.29%) CRM
10 19 (14.29%) Management Information System
11 18 (13.53%) Risk Management
11 18 (13.53%) Analytical Skills
12 17 (12.78%) Data Analysis
12 17 (12.78%) Banking
13 16 (12.03%) Law
13 16 (12.03%) Relational Database
14 15 (11.28%) Scrum
14 15 (11.28%) SQL Server Integration Services
15 14 (10.53%) Marketing
15 14 (10.53%) Investment Banking
15 14 (10.53%) Wealth Management
15 14 (10.53%) C#
15 14 (10.53%) Tableau

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 5 (3.76%) SAS
2 1 (0.75%) Apache Pig
2 1 (0.75%) CICS
2 1 (0.75%) SharePoint
Applications
1 7 (5.26%) Microsoft Excel
2 5 (3.76%) Microsoft Office
3 1 (0.75%) AutoCAD
3 1 (0.75%) Microsoft PowerPoint
3 1 (0.75%) MS Visio
3 1 (0.75%) Pro/ENGINEER
3 1 (0.75%) PTC Creo
Business Applications
1 2 (1.50%) Salesforce.com CRM
2 1 (0.75%) Cognos Business Intelligence
2 1 (0.75%) Dynamics CRM
2 1 (0.75%) Sage 500
2 1 (0.75%) SAP CO
2 1 (0.75%) SAP FI
2 1 (0.75%) SAP FI/CO
2 1 (0.75%) SAP S/4HANA
Cloud Services
1 3 (2.26%) Force.com
2 1 (0.75%) Azure Data Factory
2 1 (0.75%) Dynamics 365
2 1 (0.75%) Microsoft Azure
2 1 (0.75%) PaaS
Communications & Networking
1 4 (3.01%) SMS
2 3 (2.26%) Network Security
3 1 (0.75%) BGP
3 1 (0.75%) Broadband
3 1 (0.75%) Firewall
3 1 (0.75%) Internet
3 1 (0.75%) LAN
3 1 (0.75%) MPLS
3 1 (0.75%) WAN
Database & Business Intelligence
1 26 (19.55%) SQL Server
2 21 (15.79%) Data Warehouse
3 16 (12.03%) Relational Database
4 15 (11.28%) SQL Server Integration Services
5 12 (9.02%) SQL Server Reporting Services
6 11 (8.27%) RDBMS
7 10 (7.52%) QlikView
8 9 (6.77%) SQL Server 2005
9 7 (5.26%) SQL Server Analysis Services
10 6 (4.51%) DB2
10 6 (4.51%) Oracle Database
11 5 (3.76%) Data Mining
11 5 (3.76%) Oracle Database 10g
11 5 (3.76%) Power BI
11 5 (3.76%) SQL Server 2008
12 4 (3.01%) BusinessObjects
13 3 (2.26%) Hadoop
13 3 (2.26%) PostgreSQL
13 3 (2.26%) Spotfire
13 3 (2.26%) SQL Server 2012
Development Applications
1 3 (2.26%) Selenium
1 3 (2.26%) SQL Server Management Studio (SSMS)
1 3 (2.26%) Visual Studio
2 2 (1.50%) Cucumber
2 2 (1.50%) JIRA
2 2 (1.50%) LoadRunner
3 1 (0.75%) ERwin
3 1 (0.75%) Jenkins
3 1 (0.75%) Team Foundation Server
General
1 33 (24.81%) Finance
2 17 (12.78%) Banking
3 16 (12.03%) Law
4 14 (10.53%) Investment Banking
4 14 (10.53%) Marketing
5 12 (9.02%) Retail
6 6 (4.51%) Pharmaceutical
7 4 (3.01%) Legal
8 3 (2.26%) Telecoms
9 2 (1.50%) Manufacturing
10 1 (0.75%) Advertising
10 1 (0.75%) Automotive
10 1 (0.75%) Back Office
10 1 (0.75%) Billing
10 1 (0.75%) Electronics
10 1 (0.75%) General Ledger
Job Titles
1 32 (24.06%) Analyst
2 22 (16.54%) Developer
3 17 (12.78%) Data Analyst
4 12 (9.02%) SQL Developer
5 11 (8.27%) Architect
5 11 (8.27%) Data Architect
5 11 (8.27%) Data Manager
5 11 (8.27%) Senior Analyst
6 9 (6.77%) Business Intelligence Manager
7 8 (6.02%) Consultant
8 6 (4.51%) Data Consultant
8 6 (4.51%) Project Manager
9 5 (3.76%) Analyst Programmer
9 5 (3.76%) Analytics Manager
9 5 (3.76%) Data Analytics Manager
9 5 (3.76%) Management Consultant
9 5 (3.76%) Programmer
9 5 (3.76%) Senior Analyst Programmer
9 5 (3.76%) Senior Programmer
10 4 (3.01%) Digital Project Manager
Libraries, Frameworks & Software Standards
1 13 (9.77%) .NET
2 7 (5.26%) AngularJS
2 7 (5.26%) ASP.NET
3 6 (4.51%) .NET Framework
4 5 (3.76%) CSS
4 5 (3.76%) RESTful
5 4 (3.01%) Angular 2
5 4 (3.01%) HTML
6 3 (2.26%) Regular Expression
7 2 (1.50%) ASP.NET MVC
7 2 (1.50%) Gherkin
7 2 (1.50%) jQuery
7 2 (1.50%) MDX
7 2 (1.50%) React
7 2 (1.50%) Twitter Bootstrap
7 2 (1.50%) Visualforce
8 1 (0.75%) SQLAlchemy
Miscellaneous
1 21 (15.79%) Computer Science
2 19 (14.29%) Management Information System
3 18 (13.53%) Analytical Skills
4 6 (4.51%) Life Science
4 6 (4.51%) Self-Motivation
5 5 (3.76%) Client/Server
5 5 (3.76%) LIMS
6 3 (2.26%) Data Structures
7 2 (1.50%) Data Protection Act
7 2 (1.50%) Fintech
7 2 (1.50%) Greenfield Project
7 2 (1.50%) Mainframe
7 2 (1.50%) VSAM
8 1 (0.75%) Analytical Mindset
8 1 (0.75%) Biotechnology
8 1 (0.75%) CMDB
8 1 (0.75%) Driving Licence
8 1 (0.75%) NHS
8 1 (0.75%) Smart City
8 1 (0.75%) User Experience
Operating Systems
1 9 (6.77%) Unix
2 2 (1.50%) Linux
3 1 (0.75%) AIX
Processes & Methodologies
1 45 (33.83%) Business Intelligence
2 33 (24.81%) Agile Software Development
3 29 (21.80%) Problem-Solving
4 27 (20.30%) Analytics
4 27 (20.30%) ETL
5 25 (18.80%) Project Management
6 21 (15.79%) Data Modelling
7 19 (14.29%) CRM
8 18 (13.53%) Risk Management
9 17 (12.78%) Data Analysis
10 15 (11.28%) Scrum
11 14 (10.53%) Wealth Management
12 13 (9.77%) Decision-Making
12 13 (9.77%) Stakeholder Management
13 12 (9.02%) Data Architecture
13 12 (9.02%) Data Governance
13 12 (9.02%) Migration
13 12 (9.02%) SDLC
14 11 (8.27%) Dashboard Development
15 10 (7.52%) Information Management
Programming Languages
1 49 (36.84%) SQL
2 14 (10.53%) C#
3 9 (6.77%) T-SQL
4 7 (5.26%) JavaScript
4 7 (5.26%) PL/SQL
5 6 (4.51%) Python
6 5 (3.76%) Apex Code
6 5 (3.76%) TypeScript
7 4 (3.01%) Shell Script
8 3 (2.26%) Perl
8 3 (2.26%) SOQL
9 2 (1.50%) COBOL
9 2 (1.50%) Java
9 2 (1.50%) JCL
9 2 (1.50%) REXX
10 1 (0.75%) C
10 1 (0.75%) C++
10 1 (0.75%) MATLAB
10 1 (0.75%) R
Qualifications
1 32 (24.06%) Degree
2 6 (4.51%) Computer Science Degree
3 5 (3.76%) APMP
4 3 (2.26%) CISSP
5 1 (0.75%) CCNA
5 1 (0.75%) CCNP
5 1 (0.75%) CISA
5 1 (0.75%) Cisco Certification
5 1 (0.75%) CISM
5 1 (0.75%) Microsoft Certification
5 1 (0.75%) Security Cleared
Quality Assurance & Compliance
1 21 (15.79%) Data Quality
2 11 (8.27%) GDPR
3 9 (6.77%) QA
4 8 (6.02%) ISO/IEC 27001
5 5 (3.76%) ISO 9001
5 5 (3.76%) PSD2
6 1 (0.75%) COBIT
6 1 (0.75%) SLA
Systems Management
1 1 (0.75%) CA Endevor
Vendors
1 21 (15.79%) Microsoft
2 14 (10.53%) Tableau
3 13 (9.77%) Oracle
4 10 (7.52%) Salesforce.com
5 5 (3.76%) Cognos
6 4 (3.01%) Informatica
6 4 (3.01%) Teradata
7 3 (2.26%) SAP
8 2 (1.50%) Ab Initio
8 2 (1.50%) Google
8 2 (1.50%) IBM
8 2 (1.50%) Talend
8 2 (1.50%) Twitter
9 1 (0.75%) Ariba
9 1 (0.75%) Casewise
9 1 (0.75%) Cisco
9 1 (0.75%) F5
9 1 (0.75%) Juniper
9 1 (0.75%) ServiceNow
9 1 (0.75%) Syncsort