Period
to 18 January 2018

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 18 January 2018 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
18 Jan 2018
Same period 2017 Same period 2016
Rank 580 546 540
Rank change year-on-year -34 -6 +12
Contract jobs citing Analytical Mindset 50 56 47
As % of all contract IT jobs advertised in London 0.11% 0.13% 0.11%
As % of the Miscellaneous category 0.28% 0.37% 0.29%
Number of daily rates quoted 42 44 39
London median daily rate £525 £425 £450
Median daily rate % change year-on-year +23.53% -5.56% +24.14%
10th Percentile £301 £215 £266
90th Percentile £684 £568 £600
England median daily rate £475 £414 £400
% change year-on-year +14.80% +3.44% +14.29%
Number of hourly rates quoted 4 0 2
London median hourly rate £10.00 - £24.14
England median hourly rate £10.00 £15.00 £24.14
% change year-on-year -33.33% -37.85% -

Analytical Mindset is in the Generic IT 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 IT Skills
London
Contract vacancies with a requirement for generic IT skills 17,760 15,227 16,252
As % of all contract IT jobs advertised in London 38.20% 36.25% 37.08%
Number of daily rates quoted 12,864 10,693 11,374
London median daily rate £500 £475 £460
Median daily rate % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £313 £300 £275
90th Percentile £688 £663 £650
England median daily rate £450 £433 £425
% change year-on-year +4.05% +1.76% +3.03%
Number of hourly rates quoted 230 255 269
London median hourly rate £21.90 £21.03 £20.91
Median hourly rate % change year-on-year +4.14% +0.57% +16.17%
10th Percentile £12.73 £12.75 £12.00
90th Percentile £47.50 £50.00 £44.05
England median hourly rate £21.50 £20.82 £20.00
% change year-on-year +3.27% +4.10% +14.29%

Analytical Mindset
Job Vacancy Trend in London

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

Job vacancy trend for Analytical Mindset in London

Analytical Mindset
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Mindset in London.

Contractor daily rate trend for Analytical Mindset in London

Analytical Mindset
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Analytical Mindset in London over the 6 months to 18 January 2018.

Contractor daily rate histogram for Analytical Mindset in London

Analytical Mindset
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Mindset in London.

Contractor hourly rate trend 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 18 January 2018. 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
Job
Vacancies
Central London -14 15 £356 -25.97% 13
West London -26 1 - - 9
Analytical Mindset
England

For the 6 months to 18 January 2018, IT contractor jobs citing Analytical Mindset also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Analytical Mindset.

1 50 (100.00%) Analytical Skills
2 16 (32.00%) Agile Software Development
3 15 (30.00%) SQL
4 12 (24.00%) Java
5 11 (22.00%) Finance
6 10 (20.00%) Analytics
7 9 (18.00%) Banking
8 8 (16.00%) HTML
9 7 (14.00%) Microsoft Excel
9 7 (14.00%) CRM
9 7 (14.00%) Marketing
9 7 (14.00%) Degree
9 7 (14.00%) JIRA
9 7 (14.00%) Big Data
9 7 (14.00%) HTML5
9 7 (14.00%) Confluence
10 6 (12.00%) Relational Database
10 6 (12.00%) DevOps
10 6 (12.00%) Cloud Native
10 6 (12.00%) TDD
10 6 (12.00%) Investment Banking
10 6 (12.00%) Linux
10 6 (12.00%) JavaScript
10 6 (12.00%) Salesforce.com
10 6 (12.00%) Python
11 5 (10.00%) Stakeholder Management
11 5 (10.00%) Oracle
11 5 (10.00%) Data Modelling
11 5 (10.00%) Information Security
11 5 (10.00%) Atlassian

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 7 (14.00%) Confluence
2 4 (8.00%) CMS
2 4 (8.00%) Sitecore CMS
3 3 (6.00%) Apache Spark
4 2 (4.00%) Anypoint
4 2 (4.00%) Apache
4 2 (4.00%) Tomcat
5 1 (2.00%) ArcGIS
5 1 (2.00%) SharePoint
Applications
1 7 (14.00%) Microsoft Excel
2 1 (2.00%) Microsoft PowerPoint
Business Applications
1 3 (6.00%) Markit EDM
2 2 (4.00%) Dynamics CRM
3 1 (2.00%) Raiser's Edge
3 1 (2.00%) Salesforce.com CRM
3 1 (2.00%) WebTrends
Cloud Services
1 4 (8.00%) Amazon AWS
1 4 (8.00%) Amazon CloudWatch
1 4 (8.00%) Amazon EC2
1 4 (8.00%) Amazon S3
1 4 (8.00%) AWS Lambda
1 4 (8.00%) CloudFront
1 4 (8.00%) GitHub
1 4 (8.00%) Route 53
1 4 (8.00%) Serverless
1 4 (8.00%) Virtual Private Cloud
2 2 (4.00%) AtomSphere
2 2 (4.00%) Boomi
3 1 (2.00%) Google Analytics
3 1 (2.00%) Google Cloud Platform
3 1 (2.00%) Google Tag Manager
3 1 (2.00%) Microsoft Azure
Communications & Networking
1 3 (6.00%) WAN
Database & Business Intelligence
1 7 (14.00%) Big Data
2 6 (12.00%) Relational Database
3 4 (8.00%) Amazon RDS
3 4 (8.00%) RDBMS
3 4 (8.00%) SQL Server Reporting Services
4 3 (6.00%) Hadoop
4 3 (6.00%) Power BI
5 2 (4.00%) HBase
5 2 (4.00%) Mahout
5 2 (4.00%) NoSQL
5 2 (4.00%) OLAP
5 2 (4.00%) PowerPivot
5 2 (4.00%) SQL Server Analysis Services
6 1 (2.00%) Crystal Reports
6 1 (2.00%) Data Mining
6 1 (2.00%) Data Warehouse
6 1 (2.00%) GIS
6 1 (2.00%) Microsoft Analysis Services
6 1 (2.00%) SQL Server
6 1 (2.00%) SQL Server Integration Services
Development Applications
1 7 (14.00%) JIRA
2 4 (8.00%) Git (software)
2 4 (8.00%) Jenkins
3 2 (4.00%) Jasmine
3 2 (4.00%) JConsole
3 2 (4.00%) JProfiler
3 2 (4.00%) Maven
3 2 (4.00%) Mocha
3 2 (4.00%) TeamCity
3 2 (4.00%) VisualVM
General
1 11 (22.00%) Finance
2 9 (18.00%) Banking
3 7 (14.00%) Marketing
4 6 (12.00%) Investment Banking
5 3 (6.00%) Advertising
5 3 (6.00%) Front Office
6 1 (2.00%) Retail
Job Titles
1 15 (30.00%) Analyst
2 9 (18.00%) Developer
3 6 (12.00%) DevOps Engineer
4 5 (10.00%) Business Analyst
4 5 (10.00%) Information Analyst
5 4 (8.00%) Architect
5 4 (8.00%) Data Analyst
5 4 (8.00%) Sitecore Architect
6 3 (6.00%) 1st Line Engineer
6 3 (6.00%) Consultant
6 3 (6.00%) Information Security Analyst
6 3 (6.00%) Java Developer
6 3 (6.00%) Security Analyst
7 2 (4.00%) Business Intelligence Analyst
7 2 (4.00%) HTML Developer
7 2 (4.00%) Information Risk Analyst
7 2 (4.00%) Integration Developer
7 2 (4.00%) JavaScript Developer
7 2 (4.00%) NOC Engineer
7 2 (4.00%) Risk Analyst
Libraries, Frameworks & Software Standards
1 8 (16.00%) HTML
2 7 (14.00%) HTML5
3 4 (8.00%) AngularJS
3 4 (8.00%) Node.js
3 4 (8.00%) WebSockets
4 3 (6.00%) REST
5 2 (4.00%) .NET
5 2 (4.00%) CSS
5 2 (4.00%) CSS3
5 2 (4.00%) FIX Protocol
5 2 (4.00%) MDX
5 2 (4.00%) React
5 2 (4.00%) RESTful
6 1 (2.00%) SOAP
Miscellaneous
1 50 (100.00%) Analytical Skills
2 6 (12.00%) Cloud Native
3 4 (8.00%) Linux Command Line
3 4 (8.00%) Social Media
4 3 (6.00%) Foreign Exchange (FX)
5 2 (4.00%) Algorithms
5 2 (4.00%) Credit Risk
5 2 (4.00%) Grid Computing
5 2 (4.00%) Market Risk
6 1 (2.00%) Computer Science
6 1 (2.00%) Data Structures
6 1 (2.00%) Derivative
6 1 (2.00%) FMCG
6 1 (2.00%) Greenfield Project
6 1 (2.00%) Management Information System
6 1 (2.00%) Replication
6 1 (2.00%) User Experience
Operating Systems
1 6 (12.00%) Linux
2 4 (8.00%) Unix
3 2 (4.00%) Red Hat Enterprise Linux
3 2 (4.00%) Windows
3 2 (4.00%) Windows Server
3 2 (4.00%) Windows Server 2008
Processes & Methodologies
1 16 (32.00%) Agile Software Development
2 10 (20.00%) Analytics
3 7 (14.00%) CRM
4 6 (12.00%) DevOps
4 6 (12.00%) TDD
5 5 (10.00%) Data Analytics
5 5 (10.00%) Data Modelling
5 5 (10.00%) Information Security
5 5 (10.00%) Stakeholder Management
6 4 (8.00%) Business Intelligence
6 4 (8.00%) Campaign Management
6 4 (8.00%) Collaborative Working
6 4 (8.00%) Configuration Management
6 4 (8.00%) Continuous Improvement
6 4 (8.00%) Data Analysis
6 4 (8.00%) Data Visualisation
6 4 (8.00%) Risk Management
6 4 (8.00%) Visualisation
7 3 (6.00%) Customer Requirements
7 3 (6.00%) Data Protection
Programming Languages
1 15 (30.00%) SQL
2 12 (24.00%) Java
3 6 (12.00%) JavaScript
3 6 (12.00%) Python
4 4 (8.00%) Bash Shell
5 2 (4.00%) ES6
5 2 (4.00%) TypeScript
5 2 (4.00%) VBA
6 1 (2.00%) C
6 1 (2.00%) PowerShell
6 1 (2.00%) T-SQL
Qualifications
1 7 (14.00%) Degree
2 3 (6.00%) CCNA
2 3 (6.00%) Cisco Certification
2 3 (6.00%) JNCIA
Quality Assurance & Compliance
1 3 (6.00%) GDPR
1 3 (6.00%) ISO/IEC 27001
1 3 (6.00%) PCI DSS
1 3 (6.00%) QA
2 2 (4.00%) Data Quality
3 1 (2.00%) EMIR
3 1 (2.00%) MiFID
System Software
1 4 (8.00%) Docker
Systems Management
1 4 (8.00%) Ansible
1 4 (8.00%) Opscode Chef
1 4 (8.00%) Terraform
Vendors
1 6 (12.00%) Salesforce.com
2 5 (10.00%) Atlassian
2 5 (10.00%) Oracle
3 4 (8.00%) Sitecore
3 4 (8.00%) Tableau
4 3 (6.00%) Cognos
5 2 (4.00%) Dell
5 2 (4.00%) Informatica
5 2 (4.00%) Microsoft
5 2 (4.00%) RedPrairie
5 2 (4.00%) SnapLogic
6 1 (2.00%) Ensighten
6 1 (2.00%) Google
6 1 (2.00%) SAP