The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Scotland / Glasgow
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 81 82 56
Rank change year-on-year +1 -26  
Permanent jobs citing Data Analysis 19 29 48
As % of all permanent IT jobs advertised in Glasgow 1.58% 2.26% 3.77%
As % of the Processes & Methodologies category 1.71% 2.40% 4.17%
Number of salaries quoted 3 6 25
Median salary £70,000 £52,500 £42,500
Median salary % change year-on-year +33.33% +23.52%  
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 1113 1207 1152
As % of all permanent IT job vacancies advertised in Glasgow 92.52% 93.93% 90.49%
Number of salaries quoted 707 628 726
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £32,500 £30,000 £34,000
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Glasgow

Data Analysis
Salary Trend in Glasgow

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

Salary trend for Data Analysis in Glasgow

Data Analysis
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Analysis in Glasgow over the 3 months to 23 June 2017.

Salary histogram for Data Analysis in Glasgow

For the 6 months to 23 June 2017, IT jobs citing Data Analysis 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 Analysis.

1 28 (54.90%) Analytical Skills
2 26 (50.98%) SQL
3 22 (43.14%) Data Warehouse
4 21 (41.18%) BusinessObjects
5 18 (35.29%) PL/SQL
5 18 (35.29%) Test Planning
5 18 (35.29%) QA
5 18 (35.29%) User Acceptance Testing
5 18 (35.29%) BusinessObjects Web Intelligence
5 18 (35.29%) Scorecard
6 13 (25.49%) Agile Software Development
7 11 (21.57%) UML
8 10 (19.61%) Finance
8 10 (19.61%) Waterfall
9 8 (15.69%) ETRM
9 8 (15.69%) Triple Point
9 8 (15.69%) OpenLink RightAngle
9 8 (15.69%) SDLC
9 8 (15.69%) Risk Management
9 8 (15.69%) OpenLink
9 8 (15.69%) Endur
10 7 (13.73%) Incident Management
11 6 (11.76%) Data Management
11 6 (11.76%) Microsoft Excel
11 6 (11.76%) Data Modelling
11 6 (11.76%) Continuous Improvement
12 5 (9.80%) Data Quality
12 5 (9.80%) Degree
12 5 (9.80%) User Experience
12 5 (9.80%) Metadata Management

Data Analysis
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 (3.92%) SAS
Applications
1 6 (11.76%) Microsoft Excel
2 3 (5.88%) Microsoft Office
3 1 (1.96%) Spreadsheet
Business Applications
1 8 (15.69%) Endur
1 8 (15.69%) OpenLink RightAngle
Cloud Services
1 1 (1.96%) Azure Data Factory
1 1 (1.96%) Cloud Computing
1 1 (1.96%) Microsoft Azure
Communications & Networking
1 4 (7.84%) tcpdump
1 4 (7.84%) Wireshark
Database & Business Intelligence
1 22 (43.14%) Data Warehouse
2 21 (41.18%) BusinessObjects
3 18 (35.29%) BusinessObjects Web Intelligence
4 3 (5.88%) Data Mining
4 3 (5.88%) Star Schema
5 2 (3.92%) MS Access
5 2 (3.92%) OLAP
5 2 (3.92%) OLAP Cube
5 2 (3.92%) Oracle OLAP
5 2 (3.92%) SQL Server
5 2 (3.92%) SQL Server Reporting Services
6 1 (1.96%) Data Lake
6 1 (1.96%) Power BI
Development Applications
1 3 (5.88%) ERwin
1 3 (5.88%) MagicDraw
General
1 10 (19.61%) Finance
2 4 (7.84%) Banking
3 2 (3.92%) Telecoms
4 1 (1.96%) Manufacturing
Job Titles
1 18 (35.29%) Developer
1 18 (35.29%) SAP BusinessObjects (BO) Developer
2 15 (29.41%) Analyst
3 8 (15.69%) Consultant
3 8 (15.69%) Endur Consultant
3 8 (15.69%) OpenLink Consultant
4 5 (9.80%) Data Analyst
5 4 (7.84%) Business Analyst
5 4 (7.84%) Information Analyst
5 4 (7.84%) Information Security Analyst
5 4 (7.84%) Security Analyst
5 4 (7.84%) SIEM Analyst
5 4 (7.84%) SOC Analyst
6 3 (5.88%) Incident and Problem Manager
6 3 (5.88%) Incident Manager
6 3 (5.88%) Information Architect
6 3 (5.88%) Major Incident Manager
6 3 (5.88%) Problem Manager
6 3 (5.88%) Senior Analyst
6 3 (5.88%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 3 (5.88%) XML
1 3 (5.88%) XML Schema
Miscellaneous
1 28 (54.90%) Analytical Skills
2 5 (9.80%) User Experience
3 3 (5.88%) Distributed Denial-of-Service
3 3 (5.88%) Management Information System
3 3 (5.88%) Taxonomies
4 2 (3.92%) Cyberthreat
4 2 (3.92%) Equities
4 2 (3.92%) Fixed Income
4 2 (3.92%) Reference Data
4 2 (3.92%) Social Media
4 2 (3.92%) Virtual Team
Processes & Methodologies
1 18 (35.29%) Scorecard
1 18 (35.29%) Test Planning
1 18 (35.29%) User Acceptance Testing
2 13 (25.49%) Agile Software Development
3 11 (21.57%) UML
4 10 (19.61%) Waterfall
5 8 (15.69%) ETRM
5 8 (15.69%) Risk Management
5 8 (15.69%) SDLC
6 7 (13.73%) Incident Management
7 6 (11.76%) Continuous Improvement
7 6 (11.76%) Data Management
7 6 (11.76%) Data Modelling
8 5 (9.80%) Business Intelligence
8 5 (9.80%) Metadata Management
9 4 (7.84%) Data Loss Prevention
9 4 (7.84%) Information Security
9 4 (7.84%) Logical Data Model
9 4 (7.84%) Security Operations
9 4 (7.84%) SIEM
Programming Languages
1 26 (50.98%) SQL
2 18 (35.29%) PL/SQL
Qualifications
1 5 (9.80%) Degree
2 3 (5.88%) ITIL Certification
Quality Assurance & Compliance
1 18 (35.29%) QA
2 5 (9.80%) Data Quality
3 2 (3.92%) ISO 20022
4 1 (1.96%) Dodd-Frank
4 1 (1.96%) EMIR
4 1 (1.96%) MiFID
Vendors
1 8 (15.69%) OpenLink
1 8 (15.69%) Triple Point
2 5 (9.80%) Microsoft
3 2 (3.92%) Cognos
3 2 (3.92%) IBM
3 2 (3.92%) MicroStrategy
3 2 (3.92%) Oracle
4 1 (1.96%) Intel
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £25000 - £28000 per annum
Posted: Yesterday
Glasgow
Morgan Stanley
Salary: Competitive plus benefits
Posted: 9 days ago
Glasgow
Morgan Stanley
Salary: Competitive plus benefits
Posted: 9 days ago
Glasgow
Morgan Stanley
Salary: Competitive plus benefits
Posted: 9 days ago