Period
to 20 October 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in South Yorkshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 20 October 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 Skills
Yorkshire > South Yorkshire
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 19 11 15
Rank change year-on-year -8 +4 +9
Contract jobs citing Analytical Skills 56 80 83
As % of all contract IT jobs advertised in South Yorkshire 6.64% 10.05% 7.50%
As % of the Miscellaneous category 21.37% 29.20% 24.20%
Number of daily rates quoted 38 52 48
South Yorkshire median daily rate £361 £494 £431
Median daily rate % change year-on-year -26.87% +14.55% -9.21%
10th Percentile £182 £378 £343
90th Percentile £735 £744 £537
Yorkshire median daily rate £400 £400 £425
% change year-on-year - -5.88% +13.33%
Number of hourly rates quoted 3 0 0
South Yorkshire median hourly rate £17.50 - -
Yorkshire median hourly rate £16.31 £22.50 £15.00
% change year-on-year -27.53% +50.00% +8.62%

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 Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
South Yorkshire
Contract vacancies with a requirement for generic IT skills 262 274 343
As % of all contract IT jobs advertised in South Yorkshire 31.04% 34.42% 31.01%
Number of daily rates quoted 160 143 231
South Yorkshire median daily rate £400 £450 £425
Median daily rate % change year-on-year -11.11% +5.88% +13.33%
10th Percentile £190 £313 £258
90th Percentile £575 £600 £575
Yorkshire median daily rate £410 £400 £413
% change year-on-year +2.50% -3.03% +10.00%
Number of hourly rates quoted 8 9 13
South Yorkshire median hourly rate £17.50 £14.00 £15.72
Median hourly rate % change year-on-year +25.00% -10.91% +26.53%
10th Percentile £10.14 £10.82 £12.30
90th Percentile £32.69 £41.03 £32.75
Yorkshire median hourly rate £15.50 £14.20 £14.00
% change year-on-year +9.15% +1.43% +4.40%

Analytical Skills
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Analytical Skills in South Yorkshire

Analytical Skills
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Analytical Skills in South Yorkshire

Analytical Skills
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Analytical Skills in South Yorkshire over the 6 months to 20 October 2018.

Contractor daily rate histogram for Analytical Skills in South Yorkshire

Analytical Skills
Contractor Hourly Rate Trend in South Yorkshire

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

Contractor hourly rate trend for Analytical Skills in South Yorkshire

Analytical Skills
Contract Job Locations in South Yorkshire

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 Yorkshire region over the 6 months to 20 October 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
Sheffield -3 40 £375 -25.00% 7
Doncaster +2 6 £288 -23.33% 1
Barnsley -3 3 £325 -23.53% 2
Analytical Skills
Yorkshire

For the 6 months to 20 October 2018, 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 Yorkshire region with a requirement for Analytical Skills.

1 19 (33.93%) Finance
2 18 (32.14%) SQL
3 15 (26.79%) Analytics
4 14 (25.00%) Data Analysis
5 12 (21.43%) Python
5 12 (21.43%) SAS
6 11 (19.64%) Hadoop
7 10 (17.86%) Visualisation
7 10 (17.86%) Infrastructure Management
7 10 (17.86%) Oracle
8 9 (16.07%) R
8 9 (16.07%) Data Visualisation
8 9 (16.07%) Tableau
9 8 (14.29%) Risk Analytics
9 8 (14.29%) Datameer
9 8 (14.29%) Teradata
9 8 (14.29%) Stakeholder Management
9 8 (14.29%) Agile Software Development
9 8 (14.29%) SMS
9 8 (14.29%) Business Intelligence
9 8 (14.29%) Data Modelling
10 7 (12.50%) Unix
10 7 (12.50%) Data Quality
10 7 (12.50%) Test Automation
10 7 (12.50%) Spotfire
10 7 (12.50%) QlikView
10 7 (12.50%) Problem-Solving
11 6 (10.71%) Project Management
12 5 (8.93%) Linux
12 5 (8.93%) Tomcat

Analytical Skills
Co-occurring IT Skills in South Yorkshire 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 12 (21.43%) SAS
2 5 (8.93%) Tomcat
3 1 (1.79%) Apache
3 1 (1.79%) Apache ServiceMix
3 1 (1.79%) Cloud Foundry
3 1 (1.79%) IBM HTTP Server
3 1 (1.79%) JBoss
3 1 (1.79%) Mule
3 1 (1.79%) nginx
3 1 (1.79%) WebLogic
3 1 (1.79%) WebSphere
3 1 (1.79%) WebSphere Application Server
Applications
1 4 (7.14%) Microsoft Excel
2 2 (3.57%) Microsoft Office
3 1 (1.79%) Microsoft PowerPoint
Cloud Services
1 1 (1.79%) Amazon AWS
1 1 (1.79%) Google Analytics
Communications & Networking
1 8 (14.29%) SMS
2 1 (1.79%) HTTP
2 1 (1.79%) Kerberos
2 1 (1.79%) Remote Desktop
2 1 (1.79%) SSL
Database & Business Intelligence
1 11 (19.64%) Hadoop
2 7 (12.50%) QlikView
2 7 (12.50%) Spotfire
3 4 (7.14%) Big Data
3 4 (7.14%) Data Warehouse
3 4 (7.14%) Relational Database
3 4 (7.14%) SQL Server
4 3 (5.36%) BusinessObjects
4 3 (5.36%) Data Lake
4 3 (5.36%) Enterprise Data Warehouse
4 3 (5.36%) HBase
4 3 (5.36%) MongoDB
4 3 (5.36%) MySQL
4 3 (5.36%) Oracle Reports
5 2 (3.57%) Apache Hive
5 2 (3.57%) NoSQL
5 2 (3.57%) Pentaho
5 2 (3.57%) PostgreSQL
6 1 (1.79%) OLAP
6 1 (1.79%) RDBMS
Development Applications
1 4 (7.14%) Git (software)
2 3 (5.36%) Ant
2 3 (5.36%) Gradle
2 3 (5.36%) Maven
3 2 (3.57%) ERwin
4 1 (1.79%) AppScan
4 1 (1.79%) CF BOSH
4 1 (1.79%) Jenkins
4 1 (1.79%) JIRA
General
1 19 (33.93%) Finance
2 2 (3.57%) Banking
3 1 (1.79%) Legal
Job Titles
1 20 (35.71%) Analyst
2 11 (19.64%) Data Analyst
3 9 (16.07%) Developer
4 3 (5.36%) Architect
4 3 (5.36%) Business Intelligence Lead
4 3 (5.36%) Data Architect
4 3 (5.36%) Data Scientist
4 3 (5.36%) Oracle Developer
5 2 (3.57%) .NET Developer
5 2 (3.57%) ASP.NET Developer
5 2 (3.57%) ASP.NET MVC Developer
5 2 (3.57%) C# .NET Developer
5 2 (3.57%) C# ASP.NET Developer
5 2 (3.57%) C# Developer
5 2 (3.57%) IT Analyst
5 2 (3.57%) Lead Architect
5 2 (3.57%) Lead Data Architect
5 2 (3.57%) Senior Data Analyst
5 2 (3.57%) SQL Developer
5 2 (3.57%) Unix Engineer
Libraries, Frameworks & Software Standards
1 4 (7.14%) ActiveMQ
1 4 (7.14%) Elastic Stack
1 4 (7.14%) Kafka
2 3 (5.36%) .NET
2 3 (5.36%) Middleware
2 3 (5.36%) RabbitMQ
2 3 (5.36%) Spring
3 2 (3.57%) ASP.NET
3 2 (3.57%) Spring Boot
4 1 (1.79%) AngularJS
4 1 (1.79%) Apache Camel
4 1 (1.79%) CSS
4 1 (1.79%) CSS3
4 1 (1.79%) HTML5
4 1 (1.79%) Natural Language Processing
4 1 (1.79%) Oracle GoldenGate
4 1 (1.79%) REST
4 1 (1.79%) RESTful
4 1 (1.79%) Sass
4 1 (1.79%) Web Services
Miscellaneous
1 5 (8.93%) NHS
2 4 (7.14%) Cyberthreat
2 4 (7.14%) Data Centre
3 3 (5.36%) Mobile App
3 3 (5.36%) Self-Motivation
3 3 (5.36%) User Experience
4 2 (3.57%) iSeries
4 2 (3.57%) Management Information System
5 1 (1.79%) Algorithms
5 1 (1.79%) Blog
5 1 (1.79%) Computer Science
5 1 (1.79%) Enterprise Software
5 1 (1.79%) Replication
5 1 (1.79%) Virtual Team
Operating Systems
1 7 (12.50%) Unix
2 5 (8.93%) Linux
3 2 (3.57%) Solaris
3 2 (3.57%) Windows
4 1 (1.79%) AIX
4 1 (1.79%) Apple iOS
4 1 (1.79%) Red Hat Enterprise Linux
4 1 (1.79%) SUSE
4 1 (1.79%) SUSE Linux Enterprise Server
Processes & Methodologies
1 15 (26.79%) Analytics
2 14 (25.00%) Data Analysis
3 10 (17.86%) Infrastructure Management
3 10 (17.86%) Visualisation
4 9 (16.07%) Data Visualisation
5 8 (14.29%) Agile Software Development
5 8 (14.29%) Business Intelligence
5 8 (14.29%) Data Modelling
5 8 (14.29%) Risk Analytics
5 8 (14.29%) Stakeholder Management
6 7 (12.50%) Problem-Solving
6 7 (12.50%) Test Automation
7 6 (10.71%) Project Management
8 5 (8.93%) Anti-Money Laundering
8 5 (8.93%) Collaborative Working
8 5 (8.93%) SDLC
9 4 (7.14%) Cyber Intelligence
9 4 (7.14%) Cyber Threat Intelligence
9 4 (7.14%) Decision-Making
9 4 (7.14%) Threat Intelligence
Programming Languages
1 18 (32.14%) SQL
2 12 (21.43%) Python
3 9 (16.07%) R
4 4 (7.14%) Java
5 3 (5.36%) Shell Script
6 2 (3.57%) C#
6 2 (3.57%) Perl
6 2 (3.57%) Ruby
7 1 (1.79%) Java 8
7 1 (1.79%) JavaScript
7 1 (1.79%) MATLAB
7 1 (1.79%) PL/SQL
Qualifications
1 5 (8.93%) Degree
2 2 (3.57%) CBAP
2 2 (3.57%) ISEB
3 1 (1.79%) AWS Certification
3 1 (1.79%) CIPD
3 1 (1.79%) CISA
3 1 (1.79%) CISM
3 1 (1.79%) CISSP
3 1 (1.79%) CRISC
3 1 (1.79%) CSSLP
3 1 (1.79%) GIAC
3 1 (1.79%) GSSP-.NET
3 1 (1.79%) GSSP-JAVA
3 1 (1.79%) GWAPT
3 1 (1.79%) ISACA
3 1 (1.79%) NVQ Level 4
3 1 (1.79%) PhD
Quality Assurance & Compliance
1 7 (12.50%) Data Quality
2 4 (7.14%) QA
3 1 (1.79%) SLA
System Software
1 1 (1.79%) Active Directory
1 1 (1.79%) Apache Flume
Systems Management
1 2 (3.57%) Ansible
1 2 (3.57%) Control-M
1 2 (3.57%) Puppet
2 1 (1.79%) BladeLogic
2 1 (1.79%) McAfee ePO
2 1 (1.79%) Opscode Chef
2 1 (1.79%) Systems Management Server (SMS)
Vendors
1 10 (17.86%) Oracle
2 9 (16.07%) Tableau
3 8 (14.29%) Datameer
3 8 (14.29%) Teradata
4 2 (3.57%) CA
4 2 (3.57%) Informatica
4 2 (3.57%) Microsoft
5 1 (1.79%) Apple
5 1 (1.79%) Atlassian
5 1 (1.79%) CheckPoint
5 1 (1.79%) Citrix
5 1 (1.79%) ForgeRock
5 1 (1.79%) Google
5 1 (1.79%) Hortonworks
5 1 (1.79%) HP
5 1 (1.79%) IBM
5 1 (1.79%) McAfee
5 1 (1.79%) Red Hat
5 1 (1.79%) SAP
5 1 (1.79%) Sun