Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
North West > Cheshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 133 106 129
Rank change year-on-year -27 +23 +32
Permanent jobs citing Data Management 45 42 61
As % of all permanent IT jobs advertised in Cheshire 1.46% 1.87% 1.89%
As % of the Processes & Methodologies category 1.65% 2.14% 2.14%
Number of salaries quoted 28 32 56
Cheshire median annual salary £53,750 £41,091 £48,750
Median salary % change year-on-year +30.81% -15.71% -2.50%
10th Percentile £40,000 £23,900 £33,750
90th Percentile £82,500 £64,850 £66,250
North West median annual salary £52,500 £42,500 £38,750
% change year-on-year +23.53% +9.68% -13.89%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2731 1967 2853
As % of all permanent IT jobs advertised in Cheshire 88.73% 87.42% 88.44%
Number of salaries quoted 2063 1666 2413
Cheshire median annual salary £44,500 £37,500 £40,000
Median salary % change year-on-year +18.67% -6.25% -
10th Percentile £26,250 £22,500 £22,500
90th Percentile £65,000 £60,000 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Data Management
Job Vacancy Trend in Cheshire

Job postings citing Data Management as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for Data Management in Cheshire

Data Management
Salary Trend in Cheshire

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

Salary trend for Data Management in Cheshire

Data Management
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Management in Cheshire over the 6 months to 21 November 2017.

Salary histogram for Data Management in Cheshire

Data Management
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Cheshire region over the 6 months to 21 November 2017. 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
Knutsford -28 17 £52,500 -4.55% 2
Macclesfield +5 3 £45,000 +28.57%
Wilmslow +11 1 £27,060 -44.31%
Warrington -8 1 - - 2
Chester -15 1 £60,000 +60.00%
Data Management
North West

For the 6 months to 21 November 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 Cheshire region with a requirement for Data Management.

1 24 (53.33%) Finance
2 21 (46.67%) Data Quality
3 20 (44.44%) Banking
4 14 (31.11%) Data Governance
5 13 (28.89%) Master Data Management
6 12 (26.67%) Business Intelligence
7 11 (24.44%) Data Analysis
8 10 (22.22%) Data Modelling
8 10 (22.22%) Data Integration
9 9 (20.00%) SDLC
9 9 (20.00%) EAI
9 9 (20.00%) Microsoft
9 9 (20.00%) Oracle
10 8 (17.78%) TOGAF
10 8 (17.78%) Agile Software Development
10 8 (17.78%) SOA
10 8 (17.78%) Stakeholder Management
10 8 (17.78%) Analytics
11 7 (15.56%) Analytical Skills
11 7 (15.56%) Law
12 6 (13.33%) ETL
12 6 (13.33%) SQL Server
12 6 (13.33%) XML
12 6 (13.33%) Python
13 5 (11.11%) UML
13 5 (11.11%) SQL
13 5 (11.11%) Microsoft Office
13 5 (11.11%) CRM
13 5 (11.11%) Data Warehouse
13 5 (11.11%) Star Schema

Data Management
Co-occurring IT Skills in Cheshire 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 3 (6.67%) SAS
2 1 (2.22%) Anypoint
Applications
1 5 (11.11%) Microsoft Office
2 2 (4.44%) Microsoft Excel
3 1 (2.22%) MS Visio
Business Applications
1 1 (2.22%) Dynamics CRM
1 1 (2.22%) Dynamics NAV
Cloud Services
1 1 (2.22%) Amazon AWS
1 1 (2.22%) Amazon CloudWatch
1 1 (2.22%) AWS CloudFormation
1 1 (2.22%) Force.com
1 1 (2.22%) GitHub
1 1 (2.22%) Salesforce Service Cloud
Communications & Networking
1 1 (2.22%) Internet
Database & Business Intelligence
1 6 (13.33%) SQL Server
2 5 (11.11%) Big Data
2 5 (11.11%) Data Warehouse
2 5 (11.11%) Star Schema
3 1 (2.22%) Hadoop
3 1 (2.22%) IBM InfoSphere
3 1 (2.22%) Oracle Database
3 1 (2.22%) PowerCenter
3 1 (2.22%) QlikView
3 1 (2.22%) QualityStage
Development Applications
1 2 (4.44%) Jenkins
1 2 (4.44%) JIRA
2 1 (2.22%) Ant
2 1 (2.22%) Apache Ivy
2 1 (2.22%) Bitbucket
2 1 (2.22%) Git (software)
2 1 (2.22%) Gradle
2 1 (2.22%) JUnit
2 1 (2.22%) Maven
2 1 (2.22%) Selenium
2 1 (2.22%) SonarQube
General
1 24 (53.33%) Finance
2 20 (44.44%) Banking
3 7 (15.56%) Law
4 5 (11.11%) Investment Banking
5 2 (4.44%) Corporate Banking
5 2 (4.44%) Financial Institution
5 2 (4.44%) Marketing
6 1 (2.22%) Automotive
6 1 (2.22%) Manufacturing
6 1 (2.22%) Telecoms
Job Titles
1 13 (28.89%) Analyst
2 11 (24.44%) Architect
3 9 (20.00%) Senior Analyst
4 8 (17.78%) Data Analyst
5 5 (11.11%) Data Architect
5 5 (11.11%) Data Scientist
5 5 (11.11%) Governance Analyst
5 5 (11.11%) Solutions Architect
6 4 (8.89%) Head of Design
7 2 (4.44%) Data Modeller
8 1 (2.22%) Business Development Manager
8 1 (2.22%) Business Manager
8 1 (2.22%) Data Quality Analyst
8 1 (2.22%) Development Manager
8 1 (2.22%) Infrastructure Manager
8 1 (2.22%) Performance Analyst
8 1 (2.22%) Quality Analyst
8 1 (2.22%) Security Manager
8 1 (2.22%) Technical Analyst
8 1 (2.22%) Technical Specialist
Libraries, Frameworks & Software Standards
1 6 (13.33%) XML
2 4 (8.89%) Web Services
3 1 (2.22%) EDI
3 1 (2.22%) Hibernate
3 1 (2.22%) JSON
3 1 (2.22%) REST
3 1 (2.22%) SOAP
3 1 (2.22%) WSDL
Miscellaneous
1 7 (15.56%) Analytical Skills
2 5 (11.11%) Computer Science
2 5 (11.11%) Semantic Web
3 4 (8.89%) Data Structures
3 4 (8.89%) Social Media
4 2 (4.44%) Contactless
4 2 (4.44%) Enterprise Software
4 2 (4.44%) Management Information System
4 2 (4.44%) Mobile App
4 2 (4.44%) Virtual Team
5 1 (2.22%) Data Centre
5 1 (2.22%) Greenfield Project
5 1 (2.22%) iPhone
5 1 (2.22%) Life Science
5 1 (2.22%) Reference Data
5 1 (2.22%) User Experience
Operating Systems
1 4 (8.89%) Unix
2 3 (6.67%) Windows
3 2 (4.44%) Linux
4 1 (2.22%) Windows Server
Processes & Methodologies
1 14 (31.11%) Data Governance
2 13 (28.89%) Master Data Management
3 12 (26.67%) Business Intelligence
4 11 (24.44%) Data Analysis
5 10 (22.22%) Data Integration
5 10 (22.22%) Data Modelling
6 9 (20.00%) EAI
6 9 (20.00%) SDLC
7 8 (17.78%) Agile Software Development
7 8 (17.78%) Analytics
7 8 (17.78%) SOA
7 8 (17.78%) Stakeholder Management
7 8 (17.78%) TOGAF
8 6 (13.33%) ETL
9 5 (11.11%) CRM
9 5 (11.11%) Data Architecture
9 5 (11.11%) ERD
9 5 (11.11%) Statistics
9 5 (11.11%) UML
9 5 (11.11%) Wealth Management
Programming Languages
1 6 (13.33%) Python
2 5 (11.11%) MATLAB
2 5 (11.11%) SQL
3 2 (4.44%) Java
4 1 (2.22%) R
4 1 (2.22%) Shell Script
Qualifications
1 5 (11.11%) Degree
2 4 (8.89%) Computer Science Degree
Quality Assurance & Compliance
1 21 (46.67%) Data Quality
System Software
1 1 (2.22%) Active Directory
1 1 (2.22%) VMware Infrastructure
Systems Management
1 1 (2.22%) Opscode Chef
1 1 (2.22%) Puppet
1 1 (2.22%) ZABBIX
Vendors
1 9 (20.00%) Microsoft
1 9 (20.00%) Oracle
2 4 (8.89%) Cognizant
2 4 (8.89%) Informatica
3 3 (6.67%) IBM
3 3 (6.67%) Teradata
3 3 (6.67%) Trillium
4 2 (4.44%) Ab Initio
5 1 (2.22%) Aerohive Networks
5 1 (2.22%) Apple
5 1 (2.22%) CA
5 1 (2.22%) Cisco
5 1 (2.22%) DataFlux
5 1 (2.22%) Datanomic
5 1 (2.22%) Fortinet
5 1 (2.22%) MuleSoft
5 1 (2.22%) NetApp
5 1 (2.22%) Salesforce.com
5 1 (2.22%) Veeam
5 1 (2.22%) VMware