Period
to 15 December 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 15 December 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Scotland > West Lothian
6 months to
15 Dec 2019
Same period 2018 Same period 2017
Rank 14 4 20
Rank change year-on-year -10 +16 -7
Permanent jobs citing Analytical Skills 10 61 6
As % of all permanent IT jobs advertised in West Lothian 8.85% 36.53% 6.82%
As % of the Miscellaneous category 28.57% 70.93% 15.38%
Number of salaries quoted 1 3 2
West Lothian median annual salary £42,500 £32,500 £45,000
Median salary % change year-on-year +30.77% -27.78% +28.57%
10th Percentile £41,250 £30,050 £42,500
90th Percentile £43,750 £52,750 £47,500
Scotland median annual salary £45,000 £45,500 £42,500
% change year-on-year -1.10% +7.06% -10.53%

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 35 86 39
As % of all permanent IT jobs advertised in West Lothian 30.97% 51.50% 44.32%
Number of salaries quoted 17 12 25
West Lothian median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +6.67%
10th Percentile £32,000 £20,525 £29,950
90th Percentile £59,000 £52,500 £47,500
Scotland median annual salary £45,000 £47,500 £44,705
% change year-on-year -5.26% +6.25% +0.46%

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
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 15 December 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
Livingston +14 6 £42,500 -2.86% 2
Linlithgow -3 3 - -
Analytical Skills
Scotland

For the 6 months to 15 December 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 5 (50.00%) Degree
2 4 (40.00%) Oracle
3 3 (30.00%) ERP
3 3 (30.00%) Oracle EBS
3 3 (30.00%) Finance
3 3 (30.00%) Oracle ERP
3 3 (30.00%) Agile Software Development
3 3 (30.00%) Software Engineering
3 3 (30.00%) JIRA
3 3 (30.00%) QA
3 3 (30.00%) Azure
3 3 (30.00%) AWS
3 3 (30.00%) Test Automation
3 3 (30.00%) User Experience
3 3 (30.00%) Presales
3 3 (30.00%) Problem-Solving
4 2 (20.00%) Self-Motivation
4 2 (20.00%) Thought Leadership
4 2 (20.00%) Terraform
4 2 (20.00%) DevOps
4 2 (20.00%) Kubernetes
4 2 (20.00%) Software Delivery
4 2 (20.00%) Analytics
4 2 (20.00%) Jenkins
4 2 (20.00%) Opscode Chef
4 2 (20.00%) Ansible
4 2 (20.00%) Docker
4 2 (20.00%) Data Governance
4 2 (20.00%) Root Cause Analysis
4 2 (20.00%) Bash Shell

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:

Business Applications
1 3 (30.00%) Oracle EBS
1 3 (30.00%) Oracle ERP
Cloud Services
1 3 (30.00%) AWS
1 3 (30.00%) Azure
2 2 (20.00%) Cloud Computing
3 1 (10.00%) Amazon EMR
3 1 (10.00%) Amazon S3
3 1 (10.00%) Amazon SageMaker
3 1 (10.00%) AWS Lambda
3 1 (10.00%) GCP
3 1 (10.00%) Google Compute Engine
3 1 (10.00%) Serverless
Database & Business Intelligence
1 2 (20.00%) Data Warehouse
2 1 (10.00%) Amazon Athena
2 1 (10.00%) Amazon Redshift
2 1 (10.00%) Azure SQL Data Warehouse
2 1 (10.00%) Azure SQL Database
2 1 (10.00%) Big Data
2 1 (10.00%) BigQuery
2 1 (10.00%) Data Lake
2 1 (10.00%) SQL Server
2 1 (10.00%) Star Schema
Development Applications
1 3 (30.00%) JIRA
2 2 (20.00%) Jenkins
General
1 3 (30.00%) Finance
2 1 (10.00%) Multimedia
Job Titles
1 3 (30.00%) Analyst
1 3 (30.00%) Business Analyst
1 3 (30.00%) Construction Business Analyst
1 3 (30.00%) Senior Analyst
1 3 (30.00%) Senior Business Analyst
2 2 (20.00%) Developer
2 2 (20.00%) DevOps Engineer
2 2 (20.00%) Lead DevOps
2 2 (20.00%) Lead DevOps Engineer
3 1 (10.00%) Ab Initio Developer
3 1 (10.00%) Architect
3 1 (10.00%) Data Architect
3 1 (10.00%) Data Engineer
3 1 (10.00%) Robotic Process Automation Developer
3 1 (10.00%) Senior Developer
3 1 (10.00%) Software Engineer
3 1 (10.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 2 (20.00%) JSON
1 2 (20.00%) YAML
2 1 (10.00%) AngularJS
2 1 (10.00%) Web Services
Miscellaneous
1 3 (30.00%) User Experience
2 2 (20.00%) Self-Motivation
Operating Systems
1 1 (10.00%) Linux
1 1 (10.00%) Unix
Processes & Methodologies
1 3 (30.00%) Agile Software Development
1 3 (30.00%) ERP
1 3 (30.00%) Presales
1 3 (30.00%) Problem-Solving
1 3 (30.00%) Software Engineering
1 3 (30.00%) Test Automation
2 2 (20.00%) Analytics
2 2 (20.00%) Computer Science
2 2 (20.00%) Data Governance
2 2 (20.00%) Data Modelling
2 2 (20.00%) DevOps
2 2 (20.00%) ETL
2 2 (20.00%) Incident Management
2 2 (20.00%) Mathematics
2 2 (20.00%) Physics
2 2 (20.00%) Root Cause Analysis
2 2 (20.00%) Software Delivery
2 2 (20.00%) Thought Leadership
3 1 (10.00%) Data Protection
3 1 (10.00%) Test Scripting
Programming Languages
1 2 (20.00%) Bash Shell
1 2 (20.00%) Groovy
1 2 (20.00%) PowerShell
1 2 (20.00%) Python
1 2 (20.00%) SQL
2 1 (10.00%) C#
2 1 (10.00%) PL/SQL
Qualifications
1 5 (50.00%) Degree
2 1 (10.00%) ISEB
2 1 (10.00%) ISTQB
2 1 (10.00%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 3 (30.00%) QA
2 1 (10.00%) Data Quality
System Software
1 2 (20.00%) Docker
Systems Management
1 2 (20.00%) Ansible
1 2 (20.00%) Kubernetes
1 2 (20.00%) Opscode Chef
1 2 (20.00%) Terraform
2 1 (10.00%) Control-M
Vendors
1 4 (40.00%) Oracle
2 2 (20.00%) Ab Initio
3 1 (10.00%) Automation Anywhere
3 1 (10.00%) Blue Prism
3 1 (10.00%) Databricks
3 1 (10.00%) Google
3 1 (10.00%) Microsoft
3 1 (10.00%) Netezza
3 1 (10.00%) Sybase
3 1 (10.00%) UiPath