Period
to

The table below looks at the prevalence of the term Analytical Mindset in contract job vacancies advertised in London. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Mindset over the 6 months to 23 May 2022 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytical Mindset
England > London
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 505 406 392
Rank change year-on-year -99 -14 +159
Contract jobs citing Analytical Mindset 72 66 41
As % of all contract jobs advertised in London 0.19% 0.27% 0.21%
As % of the Miscellaneous category 0.54% 0.80% 0.61%
Number of daily rates quoted 49 54 34
10th Percentile £373 £381 £291
25th Percentile £513 £463 £372
Median daily rate (50th Percentile) £550 £625 £450
Median % change year-on-year -12.00% +38.89% -30.77%
75th Percentile £738 £722 £613
90th Percentile £775 £788 £650
England median daily rate £500 £575 £425
% change year-on-year -13.04% +35.29% -17.07%
Number of hourly rates quoted 2 0 0
10th Percentile £37.75 - -
25th Percentile £43.00 - -
Median hourly rate £53.00 - -
75th Percentile £63.00 - -
90th Percentile £68.25 - -
England median hourly rate £53.00 - -

Analytical Mindset is in the General and Transferable Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for generic IT skills.

All Generic Skills
London
Contract vacancies with a requirement for generic IT skills 13,292 8,280 6,694
As % of all contract IT jobs advertised in London 34.73% 34.11% 33.67%
Number of daily rates quoted 9,742 5,782 4,846
10th Percentile £400 £350 £313
25th Percentile £485 £431 £419
Median daily rate (50th Percentile) £600 £545 £525
Median % change year-on-year +10.09% +3.81% -
75th Percentile £713 £650 £638
90th Percentile £800 £738 £738
England median daily rate £550 £500 £480
% change year-on-year +10.00% +4.17% +1.05%
Number of hourly rates quoted 205 141 113
10th Percentile £18.50 £15.06 £13.60
25th Percentile £23.91 £20.66 £18.00
Median hourly rate £43.75 £32.00 £32.25
Median % change year-on-year +36.72% -0.78% +29.00%
75th Percentile £53.75 £47.50 £47.75
90th Percentile £67.88 £60.00 £53.75
England median hourly rate £26.74 £25.75 £22.50
% change year-on-year +3.84% +14.44% +7.14%

Analytical Mindset
Job Vacancy Trend in London

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

Job vacancy trend for Analytical Mindset in London

Analytical Mindset
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Analytical Mindset in London.

Daily rate trend for Analytical Mindset in London

Analytical Mindset
Daily Rate Histogram in London

Daily rate distribution for jobs citing Analytical Mindset in London over the 6 months to 23 May 2022.

Daily rate histogram for Analytical Mindset in London

Analytical Mindset
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Analytical Mindset in London.

Hourly rate trend for Analytical Mindset in London

Analytical Mindset
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Analytical Mindset in London over the 6 months to 23 May 2022.

Hourly rate histogram for Analytical Mindset in London

Analytical Mindset
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Mindset within the London region over the 6 months to 23 May 2022. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Central London -18 17 £530 +0.95%
South London -18 2 £550 -2.22%
Analytical Mindset
England

For the 6 months to 23 May 2022, IT contractor 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 contract job ads across the London region with a requirement for Analytical Mindset.

1 72 (100.00%) Analytical Skills
2 40 (55.56%) Social Skills
3 31 (43.06%) Agile
4 26 (36.11%) Stakeholder Management
5 24 (33.33%) Finance
6 20 (27.78%) Problem-Solving
7 18 (25.00%) Scrum
8 17 (23.61%) Data Analysis
9 16 (22.22%) SQL
10 15 (20.83%) Analytics
10 15 (20.83%) JIRA
11 14 (19.44%) Migration
12 13 (18.06%) Project Management
13 12 (16.67%) ERwin
13 12 (16.67%) Data Modelling
13 12 (16.67%) Degree
13 12 (16.67%) Marketing
13 12 (16.67%) Data Migration
13 12 (16.67%) Data Protection
13 12 (16.67%) Data Architecture
13 12 (16.67%) Logical Data Model
13 12 (16.67%) Physical Data Model
13 12 (16.67%) Thought Leadership
14 10 (13.89%) Banking
15 9 (12.50%) Change Management
15 9 (12.50%) Salesforce.com
15 9 (12.50%) Confluence
15 9 (12.50%) Kanban
15 9 (12.50%) Business Analysis
15 9 (12.50%) User Acceptance Testing

Analytical Mindset
Co-occurring IT Skills in 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 9 (12.50%) Confluence
2 2 (2.78%) Headless CMS
2 2 (2.78%) MS Exchange
3 1 (1.39%) Apache Spark
3 1 (1.39%) CMS
Applications
1 5 (6.94%) Microsoft Excel
2 3 (4.17%) Microsoft Office
3 1 (1.39%) MS Visio
Business Applications
1 2 (2.78%) SAP CO
1 2 (2.78%) SAP FI
1 2 (2.78%) SAP FI/CO
Cloud Services
1 4 (5.56%) Azure
2 3 (4.17%) npm
2 3 (4.17%) Snowflake
3 2 (2.78%) AWS
3 2 (2.78%) GCP
3 2 (2.78%) GitHub
3 2 (2.78%) Power Platform
3 2 (2.78%) SaaS
3 2 (2.78%) Serverless
4 1 (1.39%) Amazon CloudSearch
4 1 (1.39%) Azure Synapse Analytics
4 1 (1.39%) iTunes
4 1 (1.39%) Slack
Communications & Networking
1 5 (6.94%) Internet
2 2 (2.78%) HTTP
3 1 (1.39%) LTE
3 1 (1.39%) Wi-Fi
3 1 (1.39%) Wireless
Database & Business Intelligence
1 4 (5.56%) Tableau
2 2 (2.78%) Looker
2 2 (2.78%) Power BI
2 2 (2.78%) SQL Server Reporting Services
3 1 (1.39%) Apache Hive
3 1 (1.39%) Azure SQL Database
3 1 (1.39%) Big Data
3 1 (1.39%) Data Mining
3 1 (1.39%) Data Warehouse
3 1 (1.39%) Hadoop
3 1 (1.39%) Hazelcast
3 1 (1.39%) Microsoft Analysis Services
3 1 (1.39%) NoSQL
3 1 (1.39%) OLAP
3 1 (1.39%) Relational Database
3 1 (1.39%) SQL Server
3 1 (1.39%) SQL Server Analysis Services
3 1 (1.39%) SQL Server Integration Services
Development Applications
1 15 (20.83%) JIRA
2 12 (16.67%) ERwin
3 1 (1.39%) Bitbucket
3 1 (1.39%) Git (software)
3 1 (1.39%) GitLab
3 1 (1.39%) Subversion
3 1 (1.39%) Team Foundation Server
3 1 (1.39%) Visual Studio
General
1 72 (100.00%) Analytical Skills
2 40 (55.56%) Social Skills
3 24 (33.33%) Finance
4 12 (16.67%) Marketing
5 10 (13.89%) Banking
6 9 (12.50%) Influencing Skills
7 5 (6.94%) Investment Banking
7 5 (6.94%) Organisational Skills
8 4 (5.56%) Front Office
9 3 (4.17%) Legal
9 3 (4.17%) Presentation Skills
9 3 (4.17%) Publishing
10 2 (2.78%) Advertising
10 2 (2.78%) Back Office
10 2 (2.78%) Financial Institution
10 2 (2.78%) Public Sector
10 2 (2.78%) Retail
11 1 (1.39%) Billing
11 1 (1.39%) Electronics
11 1 (1.39%) Manufacturing
Job Titles
1 20 (27.78%) Analyst
2 14 (19.44%) Business Analyst
3 12 (16.67%) Architect
3 12 (16.67%) Data Architect
4 7 (9.72%) Developer
5 6 (8.33%) Consultant
6 4 (5.56%) Java Developer
6 4 (5.56%) Manual Tester
6 4 (5.56%) QA Manual Tester
6 4 (5.56%) QA Tester
6 4 (5.56%) Salesforce Architect
6 4 (5.56%) Tester
7 3 (4.17%) SC Cleared Business Analyst
8 2 (2.78%) CRM Architect
8 2 (2.78%) Fidessa Support
8 2 (2.78%) Finance Business Analyst
8 2 (2.78%) Full Stack Developer
8 2 (2.78%) Insight Analyst
8 2 (2.78%) Resilience Manager
8 2 (2.78%) SQL Analyst
Libraries, Frameworks & Software Standards
1 5 (6.94%) CSS
1 5 (6.94%) HTML
1 5 (6.94%) REST
2 4 (5.56%) Node.js
2 4 (5.56%) React
3 2 (2.78%) AngularJS
3 2 (2.78%) FIX Protocol
3 2 (2.78%) GraphQL
3 2 (2.78%) Spring
3 2 (2.78%) Spring Boot
3 2 (2.78%) WebSockets
4 1 (1.39%) ATL
4 1 (1.39%) CSS3
4 1 (1.39%) JMS
4 1 (1.39%) Kafka
4 1 (1.39%) MDX
4 1 (1.39%) Middleware
4 1 (1.39%) RESTful
4 1 (1.39%) Sass
4 1 (1.39%) Servlets
Miscellaneous
1 6 (8.33%) Reference Data
2 5 (6.94%) Derivative
2 5 (6.94%) User Experience
3 4 (5.56%) Mobile App
4 3 (4.17%) Fixed Income
4 3 (4.17%) Foreign Exchange (FX)
5 2 (2.78%) Credit Risk
5 2 (2.78%) Hedge funds
5 2 (2.78%) OTC Derivatives
5 2 (2.78%) Self-Motivation
5 2 (2.78%) Social Media
6 1 (1.39%) Client/Server
6 1 (1.39%) FMCG
6 1 (1.39%) IPTV
6 1 (1.39%) Marketing Technology
6 1 (1.39%) Over-the-Top Content
6 1 (1.39%) PMI
6 1 (1.39%) Renewable Energy
6 1 (1.39%) Virtual Team
6 1 (1.39%) Wiki
Operating Systems
1 4 (5.56%) Windows
2 2 (2.78%) Linux
2 2 (2.78%) Windows 10
2 2 (2.78%) Windows 7
Processes & Methodologies
1 31 (43.06%) Agile
2 26 (36.11%) Stakeholder Management
3 20 (27.78%) Problem-Solving
4 18 (25.00%) Scrum
5 17 (23.61%) Data Analysis
6 15 (20.83%) Analytics
7 14 (19.44%) Migration
8 13 (18.06%) Project Management
9 12 (16.67%) Data Architecture
9 12 (16.67%) Data Migration
9 12 (16.67%) Data Modelling
9 12 (16.67%) Data Protection
9 12 (16.67%) Logical Data Model
9 12 (16.67%) Physical Data Model
9 12 (16.67%) Thought Leadership
10 9 (12.50%) Business Analysis
10 9 (12.50%) Change Management
10 9 (12.50%) Critical Thinking
10 9 (12.50%) Kanban
10 9 (12.50%) User Acceptance Testing
Programming Languages
1 16 (22.22%) SQL
2 8 (11.11%) JavaScript
3 7 (9.72%) Java
4 3 (4.17%) Python
5 2 (2.78%) ABAP
5 2 (2.78%) TypeScript
6 1 (1.39%) Data Analysis Expressions (DAX)
6 1 (1.39%) ES6
6 1 (1.39%) T-SQL
6 1 (1.39%) VBA
Qualifications
1 12 (16.67%) Degree
2 4 (5.56%) ISTQB
2 4 (5.56%) Security Cleared
3 3 (4.17%) Computer Science Degree
3 3 (4.17%) SC Cleared
4 2 (2.78%) ACCA
4 2 (2.78%) CIMA
4 2 (2.78%) Numerate Degree
5 1 (1.39%) PMI Certification
Quality Assurance & Compliance
1 8 (11.11%) GDPR
2 6 (8.33%) QA
3 2 (2.78%) Basel III
3 2 (2.78%) CRD IV
3 2 (2.78%) SLA
4 1 (1.39%) Data Quality
System Software
1 2 (2.78%) Active Directory
Systems Management
1 1 (1.39%) Grafana
1 1 (1.39%) Kibana
Vendors
1 9 (12.50%) Salesforce.com
2 5 (6.94%) Microsoft
3 4 (5.56%) Oracle
4 2 (2.78%) Fidessa
4 2 (2.78%) SAP
5 1 (1.39%) CA Agile Central
5 1 (1.39%) Databricks
5 1 (1.39%) Dynatrace
5 1 (1.39%) Facebook
5 1 (1.39%) Google
5 1 (1.39%) Instagram
5 1 (1.39%) ServiceNow
5 1 (1.39%) YouTube