Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
North West > Manchester
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 179 225 181
Rank change year-on-year +46 -44 +17
Permanent jobs citing Data Management 128 64 93
As % of all permanent IT jobs advertised in Manchester 1.61% 0.85% 1.25%
As % of the Processes & Methodologies category 1.77% 0.94% 1.38%
Number of salaries quoted 115 37 79
Manchester median annual salary £52,500 £42,500 £35,000
Median salary % change year-on-year +23.53% +21.43% -26.32%
10th Percentile £32,000 £31,250 £23,350
90th Percentile £79,000 £90,250 £67,500
North West median annual salary £52,500 £44,000 £40,000
% change year-on-year +19.32% +10.00% -11.11%

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 Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7245 6833 6753
As % of all permanent IT jobs advertised in Manchester 91.16% 91.09% 90.94%
Number of salaries quoted 5988 5854 5603
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £26,250 £26,750 £25,000
90th Percentile £66,000 £63,750 £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 Manchester

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

Job vacancy trend for Data Management in Manchester

Data Management
Salary Trend in Manchester

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

Salary trend for Data Management in Manchester

Data Management
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Management in Manchester over the 6 months to 23 November 2017.

Salary histogram for Data Management in Manchester

Data Management
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Manchester region over the 6 months to 23 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
Stockport -4 8 £70,000 +115.38%
Cheadle - 4 £28,000 -
Bolton - 2 £32,250 -
Altrincham -15 1 £48,500 +49.23%
Oldham - 1 £21,000 -
Data Management
North West

For the 6 months to 23 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 Manchester region with a requirement for Data Management.

1 51 (39.84%) Business Intelligence
2 40 (31.25%) SQL
2 40 (31.25%) Analytics
3 37 (28.91%) Finance
4 31 (24.22%) Data Warehouse
4 31 (24.22%) Master Data Management
4 31 (24.22%) Data Quality
5 30 (23.44%) SQL Server
5 30 (23.44%) Microsoft
6 26 (20.31%) ETL
7 25 (19.53%) Data Governance
8 24 (18.75%) Agile Software Development
9 23 (17.97%) SQL Server Integration Services
10 21 (16.41%) Retail
10 21 (16.41%) SQL Server Reporting Services
11 20 (15.63%) Data Integration
12 19 (14.84%) E-Commerce
13 18 (14.06%) Data Modelling
14 17 (13.28%) SAS
14 17 (13.28%) Analytical Skills
15 16 (12.50%) IBM
15 16 (12.50%) Oracle
15 16 (12.50%) T-SQL
15 16 (12.50%) Hadoop
16 15 (11.72%) JavaScript
17 14 (10.94%) C#
17 14 (10.94%) .NET
17 14 (10.94%) Big Data
18 13 (10.16%) Computer Science
18 13 (10.16%) Informatica

Data Management
Co-occurring IT Skills in Manchester 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 17 (13.28%) SAS
2 4 (3.13%) SharePoint
3 3 (2.34%) WebSphere
Applications
1 7 (5.47%) Microsoft Office
2 3 (2.34%) Microsoft Excel
3 2 (1.56%) SPSS
4 1 (0.78%) Microsoft PowerPoint
4 1 (0.78%) Spreadsheet
Business Applications
1 4 (3.13%) SAP MDM
2 3 (2.34%) Magento
3 1 (0.78%) Dynamics CRM
3 1 (0.78%) Dynamics NAV
3 1 (0.78%) Oracle ERP
3 1 (0.78%) SAP CRM
3 1 (0.78%) SAP ERP
3 1 (0.78%) SAP IS-U
3 1 (0.78%) SAP MDG
3 1 (0.78%) SAP S/4HANA
Cloud Services
1 11 (8.59%) Amazon AWS
2 6 (4.69%) SaaS
3 5 (3.91%) Microsoft Azure
Communications & Networking
1 4 (3.13%) SSL
2 3 (2.34%) Intranet
3 2 (1.56%) Broadband
3 2 (1.56%) IP Telephony
4 1 (0.78%) Intelligent Network
4 1 (0.78%) Unified Communications
4 1 (0.78%) WAN
Database & Business Intelligence
1 31 (24.22%) Data Warehouse
2 30 (23.44%) SQL Server
3 23 (17.97%) SQL Server Integration Services
4 21 (16.41%) SQL Server Reporting Services
5 16 (12.50%) Hadoop
6 14 (10.94%) Big Data
7 9 (7.03%) SQL Server Analysis Services
8 6 (4.69%) IBM InfoSphere
8 6 (4.69%) Oracle BI EE
9 5 (3.91%) Data Lake
9 5 (3.91%) MongoDB
10 4 (3.13%) Base SAS
10 4 (3.13%) Crystal Reports
10 4 (3.13%) Relational Database
10 4 (3.13%) SAS Data Integration Studio
11 3 (2.34%) QlikView
11 3 (2.34%) SQL Server 2012
12 2 (1.56%) MySQL
12 2 (1.56%) NoSQL
12 2 (1.56%) SQL Server 2008
Development Applications
1 4 (3.13%) Git (software)
2 3 (2.34%) webpack
3 2 (1.56%) Selenium
4 1 (0.78%) Atlassian Bamboo
4 1 (0.78%) Jenkins
4 1 (0.78%) Mocha
4 1 (0.78%) Selenium IDE
4 1 (0.78%) Travis CI
General
1 37 (28.91%) Finance
2 21 (16.41%) Retail
3 9 (7.03%) Electronics
4 5 (3.91%) Banking
4 5 (3.91%) Telecoms
5 4 (3.13%) International Banking
5 4 (3.13%) Legal
5 4 (3.13%) Marketing
6 3 (2.34%) Law
7 1 (0.78%) Back Office
7 1 (0.78%) Billing
7 1 (0.78%) Local Government
7 1 (0.78%) Manufacturing
Job Titles
1 33 (25.78%) Analyst
2 32 (25.00%) Developer
3 31 (24.22%) Architect
4 22 (17.19%) Data Architect
5 14 (10.94%) Business Intelligence Architect
6 13 (10.16%) Data Analyst
7 9 (7.03%) JavaScript Developer
8 8 (6.25%) SQL Developer
9 7 (5.47%) Database Developer
9 7 (5.47%) Front End Developer (Client-Side Developer)
9 7 (5.47%) Solutions Architect
9 7 (5.47%) SQL Database Developer
9 7 (5.47%) SQL Server Developer
10 6 (4.69%) Angular Developer
10 6 (4.69%) Business Analyst
10 6 (4.69%) Business Architect
10 6 (4.69%) Consultant
10 6 (4.69%) Data Manager
10 6 (4.69%) HTML Developer
10 6 (4.69%) SAP Manager
Libraries, Frameworks & Software Standards
1 14 (10.94%) .NET
2 12 (9.38%) Web Services
3 11 (8.59%) ASP.NET
3 11 (8.59%) WCF
4 10 (7.81%) HTML
4 10 (7.81%) HTML5
5 9 (7.03%) AngularJS
6 7 (5.47%) REST
7 6 (4.69%) ASP.NET Web API
7 6 (4.69%) Node.js
7 6 (4.69%) React
8 4 (3.13%) .NET Framework
8 4 (3.13%) ASP.NET Web Forms
8 4 (3.13%) CSS
8 4 (3.13%) CSS3
9 3 (2.34%) Ember.js
9 3 (2.34%) Spring
10 2 (1.56%) Apache Camel
10 2 (1.56%) Redux
10 2 (1.56%) RESTful
Miscellaneous
1 17 (13.28%) Analytical Skills
2 13 (10.16%) Computer Science
3 7 (5.47%) Virtual Team
4 6 (4.69%) Management Information System
4 6 (4.69%) NHS
5 5 (3.91%) Data Centre
5 5 (3.91%) Data Structures
5 5 (3.91%) Life Science
6 4 (3.13%) Data Protection Act
6 4 (3.13%) Mobile App
7 3 (2.34%) Greenfield Project
7 3 (2.34%) Handset
7 3 (2.34%) iPad
7 3 (2.34%) User Experience
8 2 (1.56%) Social Media
8 2 (1.56%) Taxonomies
9 1 (0.78%) Credit Risk
9 1 (0.78%) FMCG
9 1 (0.78%) Reference Data
9 1 (0.78%) Replication
Operating Systems
1 5 (3.91%) Linux
2 1 (0.78%) Windows
Processes & Methodologies
1 51 (39.84%) Business Intelligence
2 40 (31.25%) Analytics
3 31 (24.22%) Master Data Management
4 26 (20.31%) ETL
5 25 (19.53%) Data Governance
6 24 (18.75%) Agile Software Development
7 20 (15.63%) Data Integration
8 19 (14.84%) E-Commerce
9 18 (14.06%) Data Modelling
10 11 (8.59%) Data Analytics
11 10 (7.81%) Data Analysis
11 10 (7.81%) Data Strategy
11 10 (7.81%) Mathematics
12 9 (7.03%) Front End Development
13 8 (6.25%) Business Development
13 8 (6.25%) Data Architecture
13 8 (6.25%) Enterprise Data Management
14 7 (5.47%) Data Cleansing
14 7 (5.47%) Data Extraction
14 7 (5.47%) Information Management
Programming Languages
1 40 (31.25%) SQL
2 16 (12.50%) T-SQL
3 15 (11.72%) JavaScript
4 14 (10.94%) C#
5 9 (7.03%) R
6 7 (5.47%) Python
7 3 (2.34%) Java
7 3 (2.34%) TypeScript
8 2 (1.56%) Bash Shell
8 2 (1.56%) Perl
8 2 (1.56%) PHP
9 1 (0.78%) C
9 1 (0.78%) VB.NET
Qualifications
1 9 (7.03%) Degree
2 8 (6.25%) Computer Science Degree
3 1 (0.78%) MCSA
3 1 (0.78%) Microsoft Certification
Quality Assurance & Compliance
1 31 (24.22%) Data Quality
2 6 (4.69%) GDPR
3 5 (3.91%) QA
4 3 (2.34%) ISO/IEC 27001
5 2 (1.56%) COBIT
6 1 (0.78%) PCI DSS
6 1 (0.78%) PMO
System Software
1 4 (3.13%) Active Directory
Systems Management
1 5 (3.91%) Kibana
2 2 (1.56%) HAProxy
3 1 (0.78%) EMC NetWorker
Vendors
1 30 (23.44%) Microsoft
2 16 (12.50%) IBM
2 16 (12.50%) Oracle
3 13 (10.16%) Informatica
4 12 (9.38%) SAP
5 8 (6.25%) Cloudera
5 8 (6.25%) Hortonworks
6 7 (5.47%) hybris
6 7 (5.47%) Teradata
7 6 (4.69%) Greenplum
7 6 (4.69%) Netezza
8 5 (3.91%) Tableau
9 4 (3.13%) Rackspace
10 3 (2.34%) ATG
10 3 (2.34%) Capita
11 2 (1.56%) Alteryx
11 2 (1.56%) Cognizant
12 1 (0.78%) Ab Initio
12 1 (0.78%) Trillium