Period
to 19 July 2018

The table below looks at the prevalence of the term Analytical Mindset in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Mindset over the 6 months to 19 July 2018 with a comparison to the same period over the previous 2 years.

Analytical Mindset
Scotland > Glasgow
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 155 141 -
Rank change year-on-year -14 - +153
Permanent jobs citing Analytical Mindset 8 7 0
As % of all permanent IT jobs advertised in Glasgow 0.33% 0.32% -
As % of the Miscellaneous category 0.83% 0.80% -
Number of salaries quoted 5 2 0
Glasgow median annual salary £45,000 £37,500 -
Median salary % change year-on-year +20.00% - -
Scotland median annual salary £42,500 £37,500 £32,500
% change year-on-year +13.33% +15.38% -35.00%

Analytical Mindset 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 Glasgow with a requirement for generic IT skills.

All Generic IT Skills
Glasgow
Permanent vacancies with a requirement for generic IT skills 967 870 1,191
As % of all permanent IT jobs advertised in Glasgow 39.83% 39.42% 45.88%
Number of salaries quoted 677 534 514
Glasgow median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -
10th Percentile £32,900 £27,500 £27,500
90th Percentile £70,000 £75,000 £60,875
Scotland median annual salary £47,500 £43,000 £45,000
% change year-on-year +10.47% -4.44% +7.14%

Analytical Mindset
Job Vacancy Trend in Glasgow

Job postings citing Analytical Mindset as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Analytical Mindset in Glasgow

Analytical Mindset
Salary Trend in Glasgow

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

Salary trend for Analytical Mindset in Glasgow

For the 6 months to 19 July 2018, IT jobs citing Analytical Mindset 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 Analytical Mindset.

1 8 (100.00%) Analytical Skills
2 6 (75.00%) Big Data
3 5 (62.50%) Data Science
3 5 (62.50%) Critical Thinking
4 4 (50.00%) Accounts Payable
4 4 (50.00%) Oracle Payables
4 4 (50.00%) Procure-to-Pay
4 4 (50.00%) Oracle Procure-to-Pay
4 4 (50.00%) Actionable Insight
4 4 (50.00%) SQL
4 4 (50.00%) Oracle
4 4 (50.00%) SAP
4 4 (50.00%) Degree
4 4 (50.00%) Computer Science
4 4 (50.00%) Data Extraction
4 4 (50.00%) ERP
4 4 (50.00%) Machine Learning
5 3 (37.50%) Python
5 3 (37.50%) Finance
5 3 (37.50%) Oracle ERP
5 3 (37.50%) Jupyter
6 2 (25.00%) Translating Business Requirements
6 2 (25.00%) Analytical Thinking
6 2 (25.00%) Apache Spark
6 2 (25.00%) Oozie
6 2 (25.00%) Amazon Redshift
6 2 (25.00%) HDFS
6 2 (25.00%) Analytics
6 2 (25.00%) Apache Pig
6 2 (25.00%) Sqoop

Analytical Mindset
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 3 (37.50%) Jupyter
2 2 (25.00%) Apache Pig
2 2 (25.00%) Apache Spark
2 2 (25.00%) SAS
2 2 (25.00%) Tomcat
Business Applications
1 4 (50.00%) Oracle Payables
1 4 (50.00%) Oracle Procure-to-Pay
2 3 (37.50%) Oracle ERP
3 1 (12.50%) SAP FI-AP
Cloud Services
1 2 (25.00%) Amazon AWS
1 2 (25.00%) Amazon EMR
Database & Business Intelligence
1 6 (75.00%) Big Data
2 2 (25.00%) Amazon Redshift
2 2 (25.00%) Apache Hive
2 2 (25.00%) Hadoop
2 2 (25.00%) SQL Server
2 2 (25.00%) Sqoop
General
1 3 (37.50%) Finance
2 1 (12.50%) Banking
2 1 (12.50%) Investment Banking
Job Titles
1 4 (50.00%) ERP Specialist
2 2 (25.00%) AWS Consultant
2 2 (25.00%) Big Data Consultant
2 2 (25.00%) Consultant
2 2 (25.00%) Data Consultant
2 2 (25.00%) Developer
2 2 (25.00%) Senior Developer
3 1 (12.50%) Java Developer
3 1 (12.50%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 2 (25.00%) Apache CXF
1 2 (25.00%) SOAP
1 2 (25.00%) XML
1 2 (25.00%) XML Schema
2 1 (12.50%) Hibernate
2 1 (12.50%) JMS
2 1 (12.50%) Spring
2 1 (12.50%) Web Services
Miscellaneous
1 8 (100.00%) Analytical Skills
2 4 (50.00%) Computer Science
3 1 (12.50%) Data Structures
Processes & Methodologies
1 5 (62.50%) Critical Thinking
1 5 (62.50%) Data Science
2 4 (50.00%) Accounts Payable
2 4 (50.00%) Actionable Insight
2 4 (50.00%) Data Extraction
2 4 (50.00%) ERP
2 4 (50.00%) Machine Learning
2 4 (50.00%) Procure-to-Pay
3 2 (25.00%) Analytical Thinking
3 2 (25.00%) Analytics
3 2 (25.00%) ETL
3 2 (25.00%) Translating Business Requirements
4 1 (12.50%) Artificial Intelligence
4 1 (12.50%) Coaching
4 1 (12.50%) Continuous Improvement
4 1 (12.50%) Master Data Management
4 1 (12.50%) Mentoring
4 1 (12.50%) SOA
4 1 (12.50%) Unit Testing
4 1 (12.50%) Wealth Management
Programming Languages
1 4 (50.00%) SQL
2 3 (37.50%) Python
3 2 (25.00%) R
4 1 (12.50%) Java
Qualifications
1 4 (50.00%) Degree
Quality Assurance & Compliance
1 1 (12.50%) QA
System Software
1 2 (25.00%) HDFS
Systems Management
1 2 (25.00%) Oozie
Vendors
1 4 (50.00%) Oracle
1 4 (50.00%) SAP
2 2 (25.00%) IBM