Period
to 23 September 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 23 September 2018 with a comparison to the same period over the previous 2 years.

Analytical Mindset
Scotland > Glasgow
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 148 146 -
Rank change year-on-year -2 - +155
Permanent jobs citing Analytical Mindset 6 7 0
As % of all permanent IT jobs advertised in Glasgow 0.27% 0.30% -
As % of the Miscellaneous category 0.66% 0.77% -
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 £42,250 £37,500 -
% change year-on-year +12.67% - -

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 904 906 1,047
As % of all permanent IT jobs advertised in Glasgow 40.89% 39.19% 44.53%
Number of salaries quoted 665 562 439
Glasgow median annual salary £47,500 £45,000 £41,250
Median salary % change year-on-year +5.56% +9.09% -2.94%
10th Percentile £32,500 £31,325 £26,250
90th Percentile £65,000 £75,000 £60,000
Scotland median annual salary £47,500 £43,750 £43,000
% change year-on-year +8.57% +1.74% +7.50%

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 23 September 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 6 (100.00%) Analytical Skills
2 5 (83.33%) Data Science
2 5 (83.33%) Critical Thinking
2 5 (83.33%) Big Data
3 3 (50.00%) Computer Science
3 3 (50.00%) Degree
3 3 (50.00%) Data Extraction
3 3 (50.00%) SAP
3 3 (50.00%) Python
3 3 (50.00%) ERP
3 3 (50.00%) Oracle
3 3 (50.00%) Finance
3 3 (50.00%) Oracle ERP
3 3 (50.00%) Machine Learning
3 3 (50.00%) Accounts Payable
3 3 (50.00%) Oracle Payables
3 3 (50.00%) Procure-to-Pay
3 3 (50.00%) Oracle Procure-to-Pay
3 3 (50.00%) Jupyter
3 3 (50.00%) Actionable Insight
4 2 (33.33%) Analytical Thinking
4 2 (33.33%) HDFS
4 2 (33.33%) Apache Spark
4 2 (33.33%) ETL
4 2 (33.33%) SAS
4 2 (33.33%) Hadoop
4 2 (33.33%) Amazon AWS
4 2 (33.33%) Apache Hive
4 2 (33.33%) R
4 2 (33.33%) SQL

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 (50.00%) Jupyter
2 2 (33.33%) Apache Pig
2 2 (33.33%) Apache Spark
2 2 (33.33%) SAS
3 1 (16.67%) IIS
3 1 (16.67%) Tomcat
Business Applications
1 3 (50.00%) Oracle ERP
1 3 (50.00%) Oracle Payables
1 3 (50.00%) Oracle Procure-to-Pay
Cloud Services
1 2 (33.33%) Amazon AWS
1 2 (33.33%) Amazon EMR
Communications & Networking
1 1 (16.67%) CTI
1 1 (16.67%) VLAN
1 1 (16.67%) Wireshark
Database & Business Intelligence
1 5 (83.33%) Big Data
2 2 (33.33%) Amazon Redshift
2 2 (33.33%) Apache Hive
2 2 (33.33%) Hadoop
2 2 (33.33%) Sqoop
3 1 (16.67%) PostgreSQL
3 1 (16.67%) SQL Server
General
1 3 (50.00%) Finance
Job Titles
1 3 (50.00%) ERP Specialist
2 2 (33.33%) AWS Consultant
2 2 (33.33%) Big Data Consultant
2 2 (33.33%) Consultant
2 2 (33.33%) Data Consultant
3 1 (16.67%) Avaya Specialist
3 1 (16.67%) Support Specialist
Libraries, Frameworks & Software Standards
1 1 (16.67%) WebRTC
Miscellaneous
1 6 (100.00%) Analytical Skills
2 3 (50.00%) Computer Science
Operating Systems
1 1 (16.67%) Linux
1 1 (16.67%) Windows
Processes & Methodologies
1 5 (83.33%) Critical Thinking
1 5 (83.33%) Data Science
2 3 (50.00%) Accounts Payable
2 3 (50.00%) Actionable Insight
2 3 (50.00%) Data Extraction
2 3 (50.00%) ERP
2 3 (50.00%) Machine Learning
2 3 (50.00%) Procure-to-Pay
3 2 (33.33%) Analytical Thinking
3 2 (33.33%) Analytics
3 2 (33.33%) ETL
4 1 (16.67%) Incident Management
4 1 (16.67%) ITIL
4 1 (16.67%) Problem-Solving
Programming Languages
1 3 (50.00%) Python
2 2 (33.33%) R
2 2 (33.33%) SQL
Qualifications
1 3 (50.00%) Degree
System Software
1 2 (33.33%) HDFS
Systems Management
1 2 (33.33%) Oozie
Vendors
1 3 (50.00%) Oracle
1 3 (50.00%) SAP
2 1 (16.67%) Avaya
2 1 (16.67%) Verint