Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Data Management
Scotland > Glasgow
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 119 98 90
Rank change year-on-year -21 -8 +14
Permanent jobs citing Data Management 40 29 75
As % of all permanent IT jobs advertised in Glasgow 1.75% 1.54% 2.77%
As % of the Processes & Methodologies category 1.88% 1.66% 3.04%
Number of salaries quoted 24 15 84
Glasgow median annual salary £45,000 £50,000 £47,500
Median salary % change year-on-year -10.00% +5.26% +11.76%
10th Percentile £30,800 £33,750 £43,750
90th Percentile £59,700 £55,750 £51,250
Scotland median annual salary £42,500 £50,000 £47,500
% change year-on-year -15.00% +5.26% +8.57%

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 2,124 1,745 2,466
As % of all permanent IT jobs advertised in Glasgow 93.12% 92.43% 91.20%
Number of salaries quoted 1,443 1,036 1,515
Glasgow median annual salary £49,000 £44,486 £42,500
Median salary % change year-on-year +10.15% +4.67% -
10th Percentile £31,500 £31,000 £28,750
90th Percentile £70,000 £61,250 £60,750
Scotland median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +1.18%

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 24 February 2018.

Salary histogram for Data Management in Glasgow

For the 6 months to 24 February 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 Glasgow region with a requirement for Data Management.

1 12 (30.00%) Finance
1 12 (30.00%) Master Data Management
2 11 (27.50%) Agile Software Development
3 9 (22.50%) SQL
3 9 (22.50%) ETL
4 8 (20.00%) Stakeholder Management
5 7 (17.50%) Project Management
5 7 (17.50%) Data Modelling
5 7 (17.50%) Banking
5 7 (17.50%) Degree
5 7 (17.50%) QA
5 7 (17.50%) Coaching
6 6 (15.00%) Data Quality
6 6 (15.00%) Waterfall
6 6 (15.00%) Retail Banking
6 6 (15.00%) Cognizant
6 6 (15.00%) Data Warehouse
7 5 (12.50%) Business Intelligence
7 5 (12.50%) JIRA
7 5 (12.50%) Data Architecture
7 5 (12.50%) Analytical Skills
8 4 (10.00%) Mentoring
8 4 (10.00%) Data Integration
8 4 (10.00%) Continuous Improvement
8 4 (10.00%) Investment Banking
8 4 (10.00%) Migration
8 4 (10.00%) Oracle
8 4 (10.00%) SAP
8 4 (10.00%) Regression Testing
9 3 (7.50%) Change Management

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 2 (5.00%) Apache Spark
1 2 (5.00%) Confluence
2 1 (2.50%) SAS
2 1 (2.50%) Tomcat
Applications
1 2 (5.00%) Microsoft Excel
1 2 (5.00%) Microsoft Office
1 2 (5.00%) Microsoft PowerPoint
1 2 (5.00%) Microsoft Project
1 2 (5.00%) MS Visio
Business Applications
1 3 (7.50%) SAP CRM
1 3 (7.50%) SAP IS-U
Cloud Services
1 2 (5.00%) Amazon AWS
Communications & Networking
1 2 (5.00%) Firewall
Database & Business Intelligence
1 6 (15.00%) Data Warehouse
2 3 (7.50%) RDBMS
2 3 (7.50%) Relational Database
2 3 (7.50%) SQL Server
3 2 (5.00%) Big Data
3 2 (5.00%) Hadoop
3 2 (5.00%) NoSQL
3 2 (5.00%) PowerCenter
4 1 (2.50%) BusinessObjects
4 1 (2.50%) HBase
4 1 (2.50%) Impala
4 1 (2.50%) Sqoop
Development Applications
1 5 (12.50%) JIRA
General
1 12 (30.00%) Finance
2 7 (17.50%) Banking
3 6 (15.00%) Retail Banking
4 4 (10.00%) Investment Banking
5 3 (7.50%) Financial Institution
5 3 (7.50%) Marketing
6 2 (5.00%) Advertising
7 1 (2.50%) Telecoms
Job Titles
1 14 (35.00%) Analyst
2 6 (15.00%) Senior Analyst
3 5 (12.50%) Developer
4 4 (10.00%) Business Analyst
4 4 (10.00%) Data Analyst
4 4 (10.00%) Designer
5 3 (7.50%) Administrator
5 3 (7.50%) Business Manager
5 3 (7.50%) Digital Analyst
5 3 (7.50%) Integration Analyst
5 3 (7.50%) Senior Integration Analyst
5 3 (7.50%) Solutions Designer
5 3 (7.50%) Tester
6 2 (5.00%) Data Warehouse Developer
6 2 (5.00%) DBA
6 2 (5.00%) DevOps Engineer
6 2 (5.00%) Project Leader
6 2 (5.00%) Project Manager
6 2 (5.00%) Senior Business Analyst
6 2 (5.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 3 (7.50%) Web Services
2 1 (2.50%) Apache CXF
2 1 (2.50%) Kafka
2 1 (2.50%) SOAP
2 1 (2.50%) XML
2 1 (2.50%) XML Schema
Miscellaneous
1 5 (12.50%) Analytical Skills
2 3 (7.50%) Replication
3 2 (5.00%) Computer Science
3 2 (5.00%) Reference Data
4 1 (2.50%) Analytical Mindset
4 1 (2.50%) Credit Risk
4 1 (2.50%) Data Structures
Operating Systems
1 2 (5.00%) Windows
Processes & Methodologies
1 12 (30.00%) Master Data Management
2 11 (27.50%) Agile Software Development
3 9 (22.50%) ETL
4 8 (20.00%) Stakeholder Management
5 7 (17.50%) Coaching
5 7 (17.50%) Data Modelling
5 7 (17.50%) Project Management
6 6 (15.00%) Waterfall
7 5 (12.50%) Business Intelligence
7 5 (12.50%) Data Architecture
8 4 (10.00%) Continuous Improvement
8 4 (10.00%) Data Integration
8 4 (10.00%) Mentoring
8 4 (10.00%) Migration
8 4 (10.00%) Regression Testing
9 3 (7.50%) Data Lineage
9 3 (7.50%) Data Virtualisation
9 3 (7.50%) Defect Management
9 3 (7.50%) Functional Testing
9 3 (7.50%) Test Strategy
Programming Languages
1 9 (22.50%) SQL
2 3 (7.50%) Java
2 3 (7.50%) Python
3 2 (5.00%) PHP
3 2 (5.00%) Scala
Qualifications
1 7 (17.50%) Degree
2 3 (7.50%) ISTQB
2 3 (7.50%) ISTQB Advanced Certification
2 3 (7.50%) Security Cleared
3 1 (2.50%) PRINCE2 Certification
3 1 (2.50%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 7 (17.50%) QA
2 6 (15.00%) Data Quality
3 1 (2.50%) SLA
System Software
1 1 (2.50%) HDFS
Systems Management
1 1 (2.50%) Oozie
Vendors
1 6 (15.00%) Cognizant
2 4 (10.00%) Oracle
2 4 (10.00%) SAP
3 3 (7.50%) IBM
3 3 (7.50%) Microsoft
4 2 (5.00%) Google
4 2 (5.00%) Informatica
4 2 (5.00%) Tableau
5 1 (2.50%) Cloudera
5 1 (2.50%) MicroStrategy
5 1 (2.50%) Netezza
5 1 (2.50%) Salesforce.com
5 1 (2.50%) Teradata