Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
Scotland > Glasgow
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 105 74 94
Rank change year-on-year -31 +20 +38
Permanent jobs citing Data Management 45 66 64
As % of all permanent IT jobs advertised in Glasgow 1.95% 3.05% 2.50%
As % of the Processes & Methodologies category 2.12% 3.29% 2.75%
Number of salaries quoted 24 40 63
Glasgow median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% +5.56%
10th Percentile £36,350 £30,675 £36,900
90th Percentile £69,125 £60,000 £52,850
Scotland median annual salary £45,000 £50,000 £47,500
% change year-on-year -10.00% +5.26% -

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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2126 2008 2330
As % of all permanent IT jobs advertised in Glasgow 91.96% 92.71% 91.12%
Number of salaries quoted 1368 1087 1484
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Data Management
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Management in Glasgow

Data Management
Salary Trend in Glasgow

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

Salary trend for Data Management in Glasgow

Data Management
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Management in Glasgow over the 6 months to 22 November 2017.

Salary histogram for Data Management in Glasgow

For the 6 months to 22 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 Glasgow region with a requirement for Data Management.

1 16 (35.56%) Agile Software Development
2 14 (31.11%) Data Quality
3 13 (28.89%) Master Data Management
4 11 (24.44%) Analytical Skills
5 10 (22.22%) Python
5 10 (22.22%) Data Warehouse
5 10 (22.22%) Finance
5 10 (22.22%) Web Development
6 9 (20.00%) Degree
6 9 (20.00%) SQL
6 9 (20.00%) Relational Database
7 8 (17.78%) NoSQL
7 8 (17.78%) ETL
7 8 (17.78%) Informatica
7 8 (17.78%) PowerCenter
7 8 (17.78%) Banking
8 7 (15.56%) Stakeholder Management
8 7 (15.56%) IPsec
8 7 (15.56%) PowerShell
8 7 (15.56%) Red Hat
8 7 (15.56%) Configuration Management
8 7 (15.56%) SSL
8 7 (15.56%) RHCE
8 7 (15.56%) Nagios
8 7 (15.56%) Business Intelligence
8 7 (15.56%) SMTP
8 7 (15.56%) HTTP
8 7 (15.56%) TCP/IP
8 7 (15.56%) DNS
8 7 (15.56%) Data Modelling

Data Management
Co-occurring IT Skills in Glasgow 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 4 (8.89%) SAS
2 3 (6.67%) Apache Spark
2 3 (6.67%) Tomcat
3 2 (4.44%) Confluence
Applications
1 3 (6.67%) Microsoft Excel
1 3 (6.67%) Microsoft Office
1 3 (6.67%) Microsoft PowerPoint
1 3 (6.67%) Microsoft Project
1 3 (6.67%) MS Visio
Business Applications
1 1 (2.22%) Dynamics CRM
Cloud Services
1 7 (15.56%) Cloud Computing
2 2 (4.44%) Amazon AWS
Communications & Networking
1 7 (15.56%) DNS
1 7 (15.56%) HTTP
1 7 (15.56%) IPsec
1 7 (15.56%) SMTP
1 7 (15.56%) SSL
1 7 (15.56%) TCP/IP
Database & Business Intelligence
1 10 (22.22%) Data Warehouse
2 9 (20.00%) Relational Database
3 8 (17.78%) NoSQL
3 8 (17.78%) PowerCenter
4 7 (15.56%) MySQL
4 7 (15.56%) Redis
5 4 (8.89%) Big Data
5 4 (8.89%) BusinessObjects
6 3 (6.67%) Hadoop
6 3 (6.67%) SQL Server
7 2 (4.44%) Data Mining
7 2 (4.44%) RDBMS
7 2 (4.44%) Star Schema
8 1 (2.22%) HBase
8 1 (2.22%) Impala
8 1 (2.22%) Sqoop
Development Applications
1 7 (15.56%) Git (software)
2 3 (6.67%) Subversion
3 2 (4.44%) ERwin
3 2 (4.44%) JIRA
3 2 (4.44%) MagicDraw
General
1 10 (22.22%) Finance
2 8 (17.78%) Banking
3 4 (8.89%) Investment Banking
4 3 (6.67%) Retail Banking
5 1 (2.22%) Telecoms
Job Titles
1 12 (26.67%) Developer
2 10 (22.22%) Analyst
3 7 (15.56%) DevOps Engineer
4 6 (13.33%) Consultant
4 6 (13.33%) Data Analyst
5 4 (8.89%) Business Analyst
5 4 (8.89%) Data Consultant
5 4 (8.89%) ETL Consultant
5 4 (8.89%) ETL Developer
5 4 (8.89%) Informatica Developer
5 4 (8.89%) Senior Developer
6 3 (6.67%) Architect
6 3 (6.67%) Senior Analyst
7 2 (4.44%) Change Manager
7 2 (4.44%) Information Architect
7 2 (4.44%) Performance Tester
7 2 (4.44%) Project Leader
7 2 (4.44%) Senior Business Analyst
7 2 (4.44%) Senior Manager
7 2 (4.44%) Tester
Libraries, Frameworks & Software Standards
1 5 (11.11%) XML
1 5 (11.11%) XML Schema
2 4 (8.89%) Spring
3 3 (6.67%) Apache CXF
3 3 (6.67%) Hibernate
3 3 (6.67%) JMS
3 3 (6.67%) SOAP
3 3 (6.67%) Web Services
4 1 (2.22%) J2EE
4 1 (2.22%) Kafka
Miscellaneous
1 11 (24.44%) Analytical Skills
2 4 (8.89%) Computer Science
2 4 (8.89%) Reference Data
3 3 (6.67%) Analytical Mindset
3 3 (6.67%) Data Structures
4 2 (4.44%) Equities
4 2 (4.44%) Fixed Income
4 2 (4.44%) Taxonomies
5 1 (2.22%) Credit Risk
5 1 (2.22%) Replication
Operating Systems
1 7 (15.56%) Linux
1 7 (15.56%) Unix
1 7 (15.56%) Windows
Processes & Methodologies
1 16 (35.56%) Agile Software Development
2 13 (28.89%) Master Data Management
3 10 (22.22%) Web Development
4 8 (17.78%) ETL
5 7 (15.56%) Business Intelligence
5 7 (15.56%) Configuration Management
5 7 (15.56%) Continuous Improvement
5 7 (15.56%) Data Modelling
5 7 (15.56%) DevOps
5 7 (15.56%) ITIL
5 7 (15.56%) Open Source
5 7 (15.56%) Stakeholder Management
5 7 (15.56%) Technical Analysis
6 6 (13.33%) Coaching
6 6 (13.33%) Customer Engagement
6 6 (13.33%) Information Management
6 6 (13.33%) Project Management
7 5 (11.11%) Migration
7 5 (11.11%) SDLC
8 4 (8.89%) Reference Data Management
Programming Languages
1 10 (22.22%) Python
2 9 (20.00%) SQL
3 7 (15.56%) Bash Shell
3 7 (15.56%) Perl
3 7 (15.56%) PHP
3 7 (15.56%) PowerShell
4 6 (13.33%) Java
5 3 (6.67%) Scala
Qualifications
1 9 (20.00%) Degree
2 7 (15.56%) RHCE
3 1 (2.22%) PRINCE2 Certification
3 1 (2.22%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 14 (31.11%) Data Quality
2 5 (11.11%) QA
3 2 (4.44%) ISO 20022
3 2 (4.44%) SLA
System Software
1 1 (2.22%) HDFS
Systems Management
1 7 (15.56%) CFEngine
1 7 (15.56%) Grafana
1 7 (15.56%) Nagios
1 7 (15.56%) Opscode Chef
1 7 (15.56%) Puppet
1 7 (15.56%) ZABBIX
2 1 (2.22%) Oozie
Vendors
1 8 (17.78%) Informatica
2 7 (15.56%) Red Hat
3 5 (11.11%) IBM
3 5 (11.11%) Tableau
4 4 (8.89%) MicroStrategy
4 4 (8.89%) Netezza
4 4 (8.89%) Oracle
4 4 (8.89%) Teradata
5 1 (2.22%) Cloudera
5 1 (2.22%) Microsoft
5 1 (2.22%) Salesforce.com