Period
to 20 January 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in West Lothian. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 20 January 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Scotland > West Lothian
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 3 13 19
Rank change year-on-year +10 +6 -
Permanent jobs citing Analytical Skills 63 12 3
As % of all permanent IT jobs advertised in West Lothian 34.05% 13.64% 3.80%
As % of the Miscellaneous category 64.95% 29.27% 25.00%
Number of salaries quoted 4 2 1
West Lothian median annual salary £33,750 £45,000 £30,000
Median salary % change year-on-year -25.00% +50.00% -
10th Percentile £29,675 £42,500 £25,000
90th Percentile £51,500 £47,500 £35,000
Scotland median annual salary £45,500 £42,500 £45,000
% change year-on-year +7.06% -5.56% -

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in West Lothian with a requirement for generic IT skills.

All Generic IT Skills
West Lothian
Permanent vacancies with a requirement for generic IT skills 97 41 12
As % of all permanent IT jobs advertised in West Lothian 52.43% 46.59% 15.19%
Number of salaries quoted 22 22 8
West Lothian median annual salary £41,250 £40,000 £40,000
Median salary % change year-on-year +3.13% - +34.45%
10th Percentile £20,450 £32,750 £30,250
90th Percentile £52,500 £47,500 £51,775
Scotland median annual salary £47,500 £45,000 £44,625
% change year-on-year +5.56% +0.84% +5.00%

Analytical Skills
Job Vacancy Trend in West Lothian

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in West Lothian.

Job vacancy trend for Analytical Skills in West Lothian

Analytical Skills
Salary Trend in West Lothian

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in West Lothian.

Salary trend for Analytical Skills in West Lothian

Analytical Skills
Salary Histogram in West Lothian

The salary distribution of IT jobs citing Analytical Skills in West Lothian over the 6 months to 20 January 2019.

Salary histogram for Analytical Skills in West Lothian

Analytical Skills
Job Locations in West Lothian

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the West Lothian region over the 6 months to 20 January 2019. 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
Linlithgow -2 52 - - 1
Livingston -6 5 £35,000 -22.22% 3
Bathgate - 1 £31,000 -
Analytical Skills
Scotland

For the 6 months to 20 January 2019, IT jobs citing Analytical Skills 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 West Lothian region with a requirement for Analytical Skills.

1 52 (82.54%) Oracle
2 51 (80.95%) ERP
2 51 (80.95%) Oracle ERP
3 42 (66.67%) Oracle EBS
3 42 (66.67%) Finance
4 34 (53.97%) SQL
5 28 (44.44%) Agile Software Development
6 26 (41.27%) ITIL
7 25 (39.68%) PL/SQL
8 23 (36.51%) Degree
9 18 (28.57%) Scrum
10 17 (26.98%) JIRA
10 17 (26.98%) Atlassian
10 17 (26.98%) Migration
10 17 (26.98%) System Testing
10 17 (26.98%) Confluence
11 16 (25.40%) Unit Testing
11 16 (25.40%) QA
12 10 (15.87%) C#
13 9 (14.29%) .NET
13 9 (14.29%) OO
13 9 (14.29%) Regression Testing
13 9 (14.29%) Test Scripting
13 9 (14.29%) Data Migration
13 9 (14.29%) Functional Testing
14 8 (12.70%) Oracle BI Publisher
14 8 (12.70%) Test Automation
14 8 (12.70%) Integration Testing
14 8 (12.70%) Validation
14 8 (12.70%) Data Modelling

Analytical Skills
Co-occurring IT Skills in West Lothian 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 (26.98%) Confluence
Business Applications
1 51 (80.95%) Oracle ERP
2 42 (66.67%) Oracle EBS
Communications & Networking
1 1 (1.59%) Firewall
1 1 (1.59%) Internet
Database & Business Intelligence
1 8 (12.70%) Oracle BI Publisher
1 8 (12.70%) Oracle Discoverer
1 8 (12.70%) Oracle Reports
2 1 (1.59%) SQL Server
Development Applications
1 17 (26.98%) JIRA
General
1 42 (66.67%) Finance
2 1 (1.59%) Marketing
2 1 (1.59%) Telecoms
Job Titles
1 26 (41.27%) Analyst
2 17 (26.98%) Business Analyst
2 17 (26.98%) Oracle Specialist
3 16 (25.40%) Oracle Analyst
4 9 (14.29%) Consultant
4 9 (14.29%) Data Migration Specialist
4 9 (14.29%) Developer
4 9 (14.29%) ERP Consultant
4 9 (14.29%) ERP Specialist
4 9 (14.29%) Functional Consultant
4 9 (14.29%) Migration Specialist
4 9 (14.29%) Oracle Consultant
4 9 (14.29%) Oracle Functional Consultant
4 9 (14.29%) Technical Analyst
4 9 (14.29%) Technical Business Analyst
4 9 (14.29%) Test Analyst
5 8 (12.70%) ERP Analyst
5 8 (12.70%) Oracle Business Analyst
5 8 (12.70%) Report Specialist
6 6 (9.52%) Software Developer
Libraries, Frameworks & Software Standards
1 9 (14.29%) .NET
2 8 (12.70%) ASP.NET
3 1 (1.59%) AngularJS
3 1 (1.59%) CSS
3 1 (1.59%) HTML
3 1 (1.59%) Velocity
Miscellaneous
1 1 (1.59%) Self-Motivation
Operating Systems
1 1 (1.59%) Linux
Processes & Methodologies
1 51 (80.95%) ERP
2 28 (44.44%) Agile Software Development
3 26 (41.27%) ITIL
4 18 (28.57%) Scrum
5 17 (26.98%) Migration
5 17 (26.98%) System Testing
6 16 (25.40%) Unit Testing
7 9 (14.29%) Data Migration
7 9 (14.29%) Functional Testing
7 9 (14.29%) OO
7 9 (14.29%) Regression Testing
7 9 (14.29%) Test Scripting
8 8 (12.70%) Business Intelligence
8 8 (12.70%) Data Modelling
8 8 (12.70%) Integration Testing
8 8 (12.70%) Test Automation
8 8 (12.70%) Validation
9 5 (7.94%) Collaborative Working
9 5 (7.94%) OOD
9 5 (7.94%) Performance Tuning
Programming Languages
1 34 (53.97%) SQL
2 25 (39.68%) PL/SQL
3 10 (15.87%) C#
4 2 (3.17%) JavaScript
5 1 (1.59%) Java
Qualifications
1 23 (36.51%) Degree
2 1 (1.59%) HND
Quality Assurance & Compliance
1 16 (25.40%) QA
Vendors
1 52 (82.54%) Oracle
2 17 (26.98%) Atlassian
3 1 (1.59%) Microsoft