Period
to 14 December 2019

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in South London. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 14 December 2019 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 Skills
London > South London
6 months to
14 Dec 2019
Same period 2018 Same period 2017
Rank 46 69 36
Rank change year-on-year +23 -33 +13
Contract jobs citing Analytical Skills 50 78 123
As % of all contract IT jobs advertised in South London 4.69% 4.17% 7.40%
As % of the Miscellaneous category 17.92% 15.29% 22.57%
Number of daily rates quoted 34 59 85
South London median daily rate £440 £450 £475
Median daily rate % change year-on-year -2.22% -5.26% +11.76%
10th Percentile £328 £354 £363
90th Percentile £596 £530 £684
London median daily rate £500 £475 £495
% change year-on-year +5.26% -4.04% +10.00%
Number of hourly rates quoted 3 1 5
South London median hourly rate £43.75 £9.00 £12.00
Median hourly rate % change year-on-year +386.11% -25.00% -75.26%
10th Percentile £32.75 £9.00 £10.40
90th Percentile £47.01 £9.00 £21.00
London median hourly rate £23.91 £18.70 £22.50
% change year-on-year +27.86% -16.89% +7.14%

Analytical Skills 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 South London with a requirement for generic IT skills.

All Generic IT Skills
South London
Contract vacancies with a requirement for generic IT skills 279 510 545
As % of all contract IT jobs advertised in South London 26.15% 27.29% 32.79%
Number of daily rates quoted 211 409 380
South London median daily rate £450 £525 £509
Median daily rate % change year-on-year -14.29% +3.19% +24.85%
10th Percentile £250 £388 £263
90th Percentile £630 £625 £675
London median daily rate £515 £525 £500
% change year-on-year -1.90% +5.00% +5.26%
Number of hourly rates quoted 11 8 17
South London median hourly rate £47.00 £31.63 £45.00
Median hourly rate % change year-on-year +48.62% -29.72% +38.46%
10th Percentile £30.00 £14.25 £11.60
90th Percentile £50.00 £46.98 £47.83
London median hourly rate £23.25 £23.07 £21.50
% change year-on-year +0.80% +7.28% +9.08%

Analytical Skills
Job Vacancy Trend in South London

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

Job vacancy trend for Analytical Skills in South London

Analytical Skills
Contractor Daily Rate Trend in South London

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

Contractor daily rate trend for Analytical Skills in South London

Analytical Skills
Contractor Daily Rate Histogram in South London

The daily rate distribution of IT jobs citing Analytical Skills in South London over the 6 months to 14 December 2019.

Contractor daily rate histogram for Analytical Skills in South London

Analytical Skills
Contractor Hourly Rate Trend in South London

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

Contractor hourly rate trend for Analytical Skills in South London

Analytical Skills
Contractor Hourly Rate Histogram in South London

The hourly rate distribution of IT jobs citing Analytical Skills in South London over the 6 months to 14 December 2019.

Contractor hourly rate histogram for Analytical Skills in South London

Analytical Skills
Contract Job Locations in South London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Skills within the South London region over the 6 months to 14 December 2019. 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
Croydon +38 23 £445 -10.55% 9
Bromley +5 8 £550 +22.22% 2
Kingston Upon Thames -2 8 £325 -9.09% 1
Merton -1 4 £425 -
Wandsworth -3 4 £425 -2.30%
Sutton - 2 - - 5
Analytical Skills
London

For the 6 months to 14 December 2019, IT contractor jobs citing Analytical Skills 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 South London region with a requirement for Analytical Skills.

1 21 (42.00%) Agile Software Development
2 19 (38.00%) Problem-Solving
3 17 (34.00%) SQL
4 13 (26.00%) Security Cleared
5 10 (20.00%) Microsoft
6 9 (18.00%) SC Cleared
6 9 (18.00%) Analytical Thinking
7 8 (16.00%) Business Intelligence
7 8 (16.00%) SQL Server
7 8 (16.00%) Migration
8 7 (14.00%) Finance
8 7 (14.00%) C#
8 7 (14.00%) Data Warehouse
8 7 (14.00%) Data Mapping
8 7 (14.00%) Azure
8 7 (14.00%) Data Centre
9 6 (12.00%) Confluence
9 6 (12.00%) Data Modelling
9 6 (12.00%) ITIL
9 6 (12.00%) Java
9 6 (12.00%) WAN
9 6 (12.00%) GAP Analysis
9 6 (12.00%) JIRA
10 5 (10.00%) Test Scripting
10 5 (10.00%) Service Delivery
10 5 (10.00%) RDBMS
10 5 (10.00%) .NET
10 5 (10.00%) AWS
10 5 (10.00%) Test Automation
10 5 (10.00%) RESTful

Analytical Skills
Co-occurring IT Skills in South 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 6 (12.00%) Confluence
2 5 (10.00%) Elasticsearch
3 2 (4.00%) Apache Spark
3 2 (4.00%) IIS
3 2 (4.00%) SharePoint
3 2 (4.00%) SharePoint 2010
3 2 (4.00%) SharePoint 2013
4 1 (2.00%) Apache
4 1 (2.00%) Cloud Foundry
4 1 (2.00%) JBoss
4 1 (2.00%) Tomcat
4 1 (2.00%) WebSphere
Applications
1 2 (4.00%) Microsoft Excel
1 2 (4.00%) Microsoft Office
1 2 (4.00%) Microsoft Project
2 1 (2.00%) MS Visio
2 1 (2.00%) Spreadsheet
Business Applications
1 3 (6.00%) Dynamics CRM
Cloud Services
1 7 (14.00%) Azure
2 5 (10.00%) AWS
3 1 (2.00%) Amazon Kinesis
3 1 (2.00%) Amazon Neptune
3 1 (2.00%) AWS CloudFormation
3 1 (2.00%) Azure Active Directory
3 1 (2.00%) Azure Data Factory
3 1 (2.00%) Dynamics 365
3 1 (2.00%) G Suite
3 1 (2.00%) iPaaS
3 1 (2.00%) Office 365
3 1 (2.00%) Power Platform
3 1 (2.00%) SaaS
3 1 (2.00%) Serverless
Communications & Networking
1 6 (12.00%) WAN
2 4 (8.00%) LAN
2 4 (8.00%) Wi-Fi
3 3 (6.00%) Internet
4 2 (4.00%) Firewall
4 2 (4.00%) Network Security
4 2 (4.00%) Unified Communications
5 1 (2.00%) RFID
5 1 (2.00%) Softphone
Database & Business Intelligence
1 8 (16.00%) SQL Server
2 7 (14.00%) Data Warehouse
3 5 (10.00%) Big Data
3 5 (10.00%) RDBMS
3 5 (10.00%) Relational Database
4 4 (8.00%) PostgreSQL
5 3 (6.00%) Data Lake
6 2 (4.00%) EDRMS
6 2 (4.00%) Hadoop
6 2 (4.00%) MySQL
6 2 (4.00%) SQL Server Integration Services
7 1 (2.00%) Apache Hive
7 1 (2.00%) Azure SQL Database
7 1 (2.00%) BusinessObjects
7 1 (2.00%) Enterprise Data Warehouse
7 1 (2.00%) Flink
7 1 (2.00%) Microsoft Analysis Services
7 1 (2.00%) Neo4j
7 1 (2.00%) Power BI
7 1 (2.00%) SQL Server Reporting Services
Development Applications
1 6 (12.00%) JIRA
2 5 (10.00%) Jenkins
3 4 (8.00%) Cucumber
3 4 (8.00%) JMeter
3 4 (8.00%) Selenium
3 4 (8.00%) SoapUI
3 4 (8.00%) WebDriver
4 2 (4.00%) Toad
General
1 7 (14.00%) Finance
2 4 (8.00%) Public Sector
3 2 (4.00%) Back Office
3 2 (4.00%) Law
3 2 (4.00%) Legal
3 2 (4.00%) Police
3 2 (4.00%) Publishing
3 2 (4.00%) Retail
4 1 (2.00%) Banking
4 1 (2.00%) Financial Institution
4 1 (2.00%) Local Government
Job Titles
1 14 (28.00%) Analyst
2 9 (18.00%) Developer
3 6 (12.00%) Architect
3 6 (12.00%) SQL Analyst
4 5 (10.00%) Big Data Analyst
4 5 (10.00%) Data Analyst
4 5 (10.00%) SQL Data Analyst
5 4 (8.00%) Business Analyst
5 4 (8.00%) Tester
6 3 (6.00%) Automation Tester
6 3 (6.00%) AWS DevOps
6 3 (6.00%) AWS DevOps Engineer
6 3 (6.00%) AWS Engineer
6 3 (6.00%) DevOps Engineer
6 3 (6.00%) Network Engineer
6 3 (6.00%) SQL Developer
7 2 (4.00%) Consultant
7 2 (4.00%) Data Engineer
7 2 (4.00%) Gloss Developer
7 2 (4.00%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 5 (10.00%) .NET
1 5 (10.00%) RESTful
2 4 (8.00%) AngularJS
2 4 (8.00%) CSS
2 4 (8.00%) Spring
3 2 (4.00%) .NET Core
3 2 (4.00%) HTML
3 2 (4.00%) JSP
3 2 (4.00%) Kafka
3 2 (4.00%) XSLT
4 1 (2.00%) .NET Framework
4 1 (2.00%) ASP.NET
4 1 (2.00%) Entity Framework
4 1 (2.00%) OAuth
4 1 (2.00%) ODBC
4 1 (2.00%) SOAP
4 1 (2.00%) WPF
Miscellaneous
1 7 (14.00%) Data Centre
2 4 (8.00%) Management Information System
3 3 (6.00%) Data Structures
4 2 (4.00%) Algorithms
4 2 (4.00%) NHS
4 2 (4.00%) Reference Data
5 1 (2.00%) Cloud Native
5 1 (2.00%) FMCG
5 1 (2.00%) Freedom of Information
5 1 (2.00%) Hybrid Cloud
5 1 (2.00%) IVR
5 1 (2.00%) Self-Motivation
5 1 (2.00%) User Experience
Operating Systems
1 3 (6.00%) Windows
2 2 (4.00%) Unix
3 1 (2.00%) Android
3 1 (2.00%) Linux
Processes & Methodologies
1 21 (42.00%) Agile Software Development
2 19 (38.00%) Problem-Solving
3 9 (18.00%) Analytical Thinking
4 8 (16.00%) Business Intelligence
4 8 (16.00%) Migration
5 7 (14.00%) Data Mapping
6 6 (12.00%) Data Modelling
6 6 (12.00%) GAP Analysis
6 6 (12.00%) ITIL
7 5 (10.00%) Data Transformation
7 5 (10.00%) DevOps
7 5 (10.00%) SDLC
7 5 (10.00%) Service Delivery
7 5 (10.00%) Test Automation
7 5 (10.00%) Test Scripting
8 4 (8.00%) API Testing
8 4 (8.00%) Continuous Integration
8 4 (8.00%) Creative Thinking
8 4 (8.00%) Load Testing
8 4 (8.00%) Performance Testing
Programming Languages
1 17 (34.00%) SQL
2 7 (14.00%) C#
3 6 (12.00%) Java
4 4 (8.00%) Java 8
4 4 (8.00%) PL/SQL
5 3 (6.00%) T-SQL
6 2 (4.00%) Python
6 2 (4.00%) VB
7 1 (2.00%) Data Analysis Expressions (DAX)
Qualifications
1 13 (26.00%) Security Cleared
2 9 (18.00%) SC Cleared
3 3 (6.00%) DBS Check
3 3 (6.00%) Degree
4 2 (4.00%) (ISC)2 CCSP
4 2 (4.00%) APMP
4 2 (4.00%) CCSP
4 2 (4.00%) Cisco Certification
4 2 (4.00%) CISSP
4 2 (4.00%) CRISC
4 2 (4.00%) GIAC
5 1 (2.00%) PhD
5 1 (2.00%) TOGAF Certification
Quality Assurance & Compliance
1 2 (4.00%) ISO/IEC 27001
1 2 (4.00%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
1 2 (4.00%) ISO/IEC 27005
1 2 (4.00%) NCSC
1 2 (4.00%) NIST
2 1 (2.00%) PMO
System Software
1 4 (8.00%) Docker
2 1 (2.00%) Active Directory
Systems Management
1 5 (10.00%) Kibana
1 5 (10.00%) Terraform
2 4 (8.00%) Ansible
3 3 (6.00%) Kubernetes
4 2 (4.00%) Single Sign-On
5 1 (2.00%) AirWatch
5 1 (2.00%) Nagios
5 1 (2.00%) Opscode Chef
5 1 (2.00%) Puppet
5 1 (2.00%) SCCM
Vendors
1 10 (20.00%) Microsoft
2 2 (4.00%) Liquidlogic
2 2 (4.00%) Oracle
3 1 (2.00%) Atlassian
3 1 (2.00%) Databricks
3 1 (2.00%) Google