Period
to 9 May 2021

The table below looks at the prevalence of the term Analytical Mindset in permanent job vacancies advertised in the City of London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Mindset over the 6 months to 9 May 2021 with a comparison to the same period over the previous 2 years.

Analytical Mindset
Central London > City of London
6 months to
9 May 2021
Same period 2020 Same period 2019
Rank 214 255 309
Rank change year-on-year +41 +54 +4
Permanent jobs citing Analytical Mindset 19 20 13
As % of all permanent jobs advertised in the City of London 0.38% 0.27% 0.13%
As % of the Miscellaneous category 1.07% 0.71% 0.35%
Number of salaries quoted 16 18 10
10th Percentile £35,000 £34,075 £35,875
25th Percentile £44,375 £41,000 £41,563
Median annual salary (50th Percentile) £70,000 £49,250 £45,000
Median % change year-on-year +42.13% +9.44% -40.00%
75th Percentile £72,500 £72,813 £58,750
90th Percentile £83,750 £98,375 £73,000
Central London median annual salary £70,000 £49,250 £45,000
% change year-on-year +42.13% +9.44% -40.00%

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 the City of London with a requirement for generic IT skills.

All Generic IT Skills
City of London
Permanent vacancies with a requirement for generic IT skills 1,782 2,829 3,691
As % of all permanent IT jobs advertised in the City of London 35.92% 37.57% 36.65%
Number of salaries quoted 1,572 2,487 3,287
10th Percentile £43,750 £41,250 £39,900
25th Percentile £56,250 £52,500 £51,250
Median annual salary (50th Percentile) £75,000 £70,000 £67,500
Median % change year-on-year +7.14% +3.70% +3.85%
75th Percentile £95,000 £88,750 £83,750
90th Percentile £112,500 £112,500 £100,000
Central London median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% +6.12%

Analytical Mindset
Job Vacancy Trend in the City of London

Job postings citing Analytical Mindset as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Analytical Mindset in the City of London

Analytical Mindset
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Analytical Mindset in the City of London.

Salary trend for Analytical Mindset in the City of London

Analytical Mindset
Salary Histogram in the City of London

Salary distribution for jobs citing Analytical Mindset in the City of London over the 6 months to 9 May 2021.

Salary histogram for Analytical Mindset in the City of London

For the 6 months to 9 May 2021, 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 City of London region with a requirement for Analytical Mindset.

1 19 (100.00%) Analytical Skills
2 12 (63.16%) SQL
3 11 (57.89%) Data Analysis
4 8 (42.11%) Microsoft Excel
5 7 (36.84%) Data Management
5 7 (36.84%) Degree
5 7 (36.84%) Data Governance
5 7 (36.84%) Data Quality
6 6 (31.58%) Problem-Solving
6 6 (31.58%) Validation
6 6 (31.58%) Enterprise Architecture
6 6 (31.58%) Data Modelling
7 5 (26.32%) Python
7 5 (26.32%) ERP
7 5 (26.32%) PeopleSoft
7 5 (26.32%) SAP
7 5 (26.32%) Requirements Analysis
7 5 (26.32%) Computer Science
7 5 (26.32%) SAP ERP
7 5 (26.32%) Data Validation
7 5 (26.32%) Reverse Engineering
7 5 (26.32%) Computer Science Degree
7 5 (26.32%) Data Structures
8 4 (21.05%) Linear Regression
8 4 (21.05%) Deep Learning
8 4 (21.05%) Bayesian Methods
8 4 (21.05%) Machine Learning
8 4 (21.05%) Open Source
8 4 (21.05%) Random Forest
8 4 (21.05%) Master's Degree

Analytical Mindset
Co-occurring IT Skills in the City of London 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 1 (5.26%) Mendix
1 1 (5.26%) OpenStack
Applications
1 8 (42.11%) Microsoft Excel
Business Applications
1 5 (26.32%) SAP ERP
Cloud Services
1 3 (15.79%) Azure
2 2 (10.53%) AWS
2 2 (10.53%) Cloud Computing
2 2 (10.53%) GCP
2 2 (10.53%) Google Data Studio
2 2 (10.53%) IaaS
2 2 (10.53%) Power Platform
3 1 (5.26%) AWS CloudFormation
3 1 (5.26%) DigitalOcean
3 1 (5.26%) Linode
3 1 (5.26%) PaaS
Database & Business Intelligence
1 4 (21.05%) Data Mining
1 4 (21.05%) Text Mining
2 2 (10.53%) Power BI
2 2 (10.53%) Tableau
3 1 (5.26%) SQL Server Integration Services
3 1 (5.26%) SQL Server Reporting Services
Development Applications
1 1 (5.26%) Git (software)
1 1 (5.26%) SQL Server Management Studio (SSMS)
General
1 19 (100.00%) Analytical Skills
2 3 (15.79%) Finance
2 3 (15.79%) Marketing
2 3 (15.79%) Social Skills
3 2 (10.53%) Law
3 2 (10.53%) Presentation Skills
4 1 (5.26%) Financial Institution
4 1 (5.26%) Organisational Skills
Job Titles
1 9 (47.37%) Analyst
2 7 (36.84%) Data Analyst
3 4 (21.05%) Data Scientist
4 2 (10.53%) Business Analyst
4 2 (10.53%) Consultant
4 2 (10.53%) Cyber Intelligence Consultant
4 2 (10.53%) Developer
4 2 (10.53%) SQL Analyst
4 2 (10.53%) SQL Data Analyst
5 1 (5.26%) Architect
5 1 (5.26%) AWS Architect
5 1 (5.26%) Azure Architect
5 1 (5.26%) Client Director
5 1 (5.26%) Junior
5 1 (5.26%) Site Reliability Engineer
5 1 (5.26%) SQL BI Developer
5 1 (5.26%) SSIS Analyst
5 1 (5.26%) SSIS Specialist
5 1 (5.26%) SSRS Analyst
5 1 (5.26%) SSRS Specialist
Libraries, Frameworks & Software Standards
1 1 (5.26%) boto
1 1 (5.26%) COM
Miscellaneous
1 5 (26.32%) Data Structures
2 4 (21.05%) Foreign Exchange (FX)
3 1 (5.26%) Data Centre
3 1 (5.26%) Enterprise Cloud
3 1 (5.26%) Enterprise Storage
3 1 (5.26%) Greenfield Project
3 1 (5.26%) Management Information System
3 1 (5.26%) User Experience
Operating Systems
1 1 (5.26%) Linux
1 1 (5.26%) Unix
Processes & Methodologies
1 11 (57.89%) Data Analysis
2 7 (36.84%) Data Governance
2 7 (36.84%) Data Management
3 6 (31.58%) Data Modelling
3 6 (31.58%) Enterprise Architecture
3 6 (31.58%) Problem-Solving
3 6 (31.58%) Validation
4 5 (26.32%) Computer Science
4 5 (26.32%) Data Validation
4 5 (26.32%) ERP
4 5 (26.32%) Requirements Analysis
4 5 (26.32%) Reverse Engineering
5 4 (21.05%) Bayesian Methods
5 4 (21.05%) Deep Learning
5 4 (21.05%) Linear Regression
5 4 (21.05%) Logistic Regression
5 4 (21.05%) Machine Learning
5 4 (21.05%) Open Source
5 4 (21.05%) Random Forest
5 4 (21.05%) Statistics
Programming Languages
1 12 (63.16%) SQL
2 5 (26.32%) Python
3 1 (5.26%) Bash Shell
3 1 (5.26%) C++
3 1 (5.26%) Java
3 1 (5.26%) JavaScript
Qualifications
1 7 (36.84%) Degree
2 5 (26.32%) Computer Science Degree
3 4 (21.05%) Master's Degree
4 1 (5.26%) ISEB
Quality Assurance & Compliance
1 7 (36.84%) Data Quality
2 1 (5.26%) GDPR
System Software
1 1 (5.26%) Docker
1 1 (5.26%) Xen
Systems Management
1 2 (10.53%) Ansible
1 2 (10.53%) Opscode Chef
1 2 (10.53%) Puppet
2 1 (5.26%) Kubernetes
2 1 (5.26%) Salt
2 1 (5.26%) Terraform
Vendors
1 5 (26.32%) PeopleSoft
1 5 (26.32%) SAP
2 4 (21.05%) Microsoft
3 3 (15.79%) Google
4 2 (10.53%) Facebook
5 1 (5.26%) RightScale
5 1 (5.26%) Siebel
5 1 (5.26%) Twitter
5 1 (5.26%) VMware