Period
to 26 May 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Knutsford. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 26 May 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
Cheshire > Knutsford
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 13 15 34
Rank change year-on-year +2 +19 -15
Contract jobs citing Analytical Skills 22 10 4
As % of all contract IT jobs advertised in Knutsford 11.64% 9.17% 2.08%
As % of the Miscellaneous category 29.73% 22.22% 6.90%
Number of daily rates quoted 8 9 4
Knutsford median daily rate £390 £413 £308
Median daily rate % change year-on-year -5.45% +33.93% -32.68%
10th Percentile £346 £326 £300
90th Percentile £429 £497 £339
Cheshire median daily rate £425 £373 £400
% change year-on-year +14.09% -6.88% -
Number of hourly rates quoted 0 0 0
Knutsford median hourly rate - - -
Cheshire median hourly rate £10.35 £42.48 £57.50
% change year-on-year -75.64% -26.13% +289.83%

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 Knutsford with a requirement for generic IT skills.

All Generic IT Skills
Knutsford
Contract vacancies with a requirement for generic IT skills 74 45 58
As % of all contract IT jobs advertised in Knutsford 39.15% 41.28% 30.21%
Number of daily rates quoted 31 30 38
Knutsford median daily rate £365 £400 £425
Median daily rate % change year-on-year -8.75% -5.88% -3.19%
10th Percentile £313 £259 £306
90th Percentile £430 £538 £501
Cheshire median daily rate £375 £363 £420
% change year-on-year +3.45% -13.69% +5.00%
Number of hourly rates quoted 0 1 0
Knutsford median hourly rate - £60.00 -
Cheshire median hourly rate £32.50 £24.38 £21.50
% change year-on-year +33.33% +13.37% +27.67%

Analytical Skills
Job Vacancy Trend in Knutsford

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

Job vacancy trend for Analytical Skills in Knutsford

Analytical Skills
Contractor Daily Rate Trend in Knutsford

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

Contractor daily rate trend for Analytical Skills in Knutsford

For the 6 months to 26 May 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 Knutsford region with a requirement for Analytical Skills.

1 12 (54.55%) Problem-Solving
2 8 (36.36%) Windows Server
2 8 (36.36%) SQL
2 8 (36.36%) Windows
2 8 (36.36%) Microsoft
3 7 (31.82%) Java
3 7 (31.82%) SQL Server
4 6 (27.27%) JavaScript
4 6 (27.27%) Citrix
4 6 (27.27%) Tomcat
4 6 (27.27%) Python
4 6 (27.27%) IPsec
4 6 (27.27%) Stakeholder Management
4 6 (27.27%) Scrum
4 6 (27.27%) VMware
4 6 (27.27%) Agile Software Development
4 6 (27.27%) JIRA
4 6 (27.27%) SCCM
4 6 (27.27%) Time Management
4 6 (27.27%) VMware Infrastructure
4 6 (27.27%) PowerShell
4 6 (27.27%) Windows Server 2008
4 6 (27.27%) VMware ESXi
4 6 (27.27%) XenApp
4 6 (27.27%) Software Deployment
4 6 (27.27%) Windows Server 2012
5 5 (22.73%) Opscode Chef
5 5 (22.73%) DevOps
5 5 (22.73%) Decision-Making
5 5 (22.73%) Hadoop

Analytical Skills
Co-occurring IT Skills in Knutsford 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 (27.27%) Tomcat
2 5 (22.73%) Apache
2 5 (22.73%) JBoss
3 4 (18.18%) IIS
4 3 (13.64%) Apache Solr
4 3 (13.64%) Elasticsearch
5 2 (9.09%) Apache Spark
6 1 (4.55%) Jupyter
Applications
1 2 (9.09%) Microsoft Office
2 1 (4.55%) Microsoft Excel
2 1 (4.55%) Microsoft PowerPoint
Cloud Services
1 3 (13.64%) PaaS
2 2 (9.09%) Amazon AWS
2 2 (9.09%) OpenShift
Communications & Networking
1 6 (27.27%) IPsec
2 4 (18.18%) DMZ
2 4 (18.18%) Ethernet
2 4 (18.18%) LAN
2 4 (18.18%) NAS
2 4 (18.18%) SAN
2 4 (18.18%) TCP/IP
2 4 (18.18%) WAN
3 2 (9.09%) FTP
Database & Business Intelligence
1 7 (31.82%) SQL Server
2 5 (22.73%) Hadoop
3 3 (13.64%) SQL Server Reporting Services
4 2 (9.09%) Apache Hive
4 2 (9.09%) Cloudera CDH
4 2 (9.09%) Data Mining
4 2 (9.09%) Impala
5 1 (4.55%) Big Data
Development Applications
1 6 (27.27%) JIRA
2 4 (18.18%) Jenkins
3 3 (13.64%) CA Release Automation
3 3 (13.64%) Git (software)
3 3 (13.64%) gulp
3 3 (13.64%) JUnit
3 3 (13.64%) MSI
3 3 (13.64%) Selenium
4 1 (4.55%) IntelliJ
4 1 (4.55%) Sonatype Nexus
General
1 4 (18.18%) Banking
2 3 (13.64%) Finance
3 2 (9.09%) Investment Banking
3 2 (9.09%) Law
4 1 (4.55%) Retail
Job Titles
1 4 (18.18%) Analyst
2 3 (13.64%) Desktop Support
2 3 (13.64%) Developer
2 3 (13.64%) DevOps Engineer
3 2 (9.09%) Business Analyst
3 2 (9.09%) Chief Technology Officer
3 2 (9.09%) Data Scientist
3 2 (9.09%) Desktop Engineer
3 2 (9.09%) Infrastructure Technician
3 2 (9.09%) Middleware Engineer
3 2 (9.09%) Senior Data Scientist
3 2 (9.09%) Technical Analyst
3 2 (9.09%) Technical Business Analyst
4 1 (4.55%) iOS Developer
4 1 (4.55%) Java Engineer
4 1 (4.55%) Middleware Developer
4 1 (4.55%) Mobile Developer
4 1 (4.55%) Python Developer
4 1 (4.55%) Storage Engineer
4 1 (4.55%) Technical Infrastructure Analyst
Libraries, Frameworks & Software Standards
1 4 (18.18%) Middleware
2 3 (13.64%) AngularJS
2 3 (13.64%) jQuery
3 2 (9.09%) Ajax
3 2 (9.09%) ISPF
3 2 (9.09%) JSON
3 2 (9.09%) Pandas
3 2 (9.09%) scikit-learn
4 1 (4.55%) Anaconda
4 1 (4.55%) Android SDK
4 1 (4.55%) CSS
4 1 (4.55%) CSS3
4 1 (4.55%) HTML
4 1 (4.55%) HTML5
4 1 (4.55%) IBM Integration Bus
4 1 (4.55%) iOS SDK
4 1 (4.55%) Natural Language Processing
4 1 (4.55%) PhoneGap
4 1 (4.55%) REST
4 1 (4.55%) Twitter Bootstrap
Miscellaneous
1 2 (9.09%) Mainframe
2 1 (4.55%) Computer Science
2 1 (4.55%) Data Centre
2 1 (4.55%) EMC VMAX
2 1 (4.55%) Mobile App
2 1 (4.55%) User Experience
Operating Systems
1 8 (36.36%) Windows
1 8 (36.36%) Windows Server
2 6 (27.27%) Windows Server 2008
2 6 (27.27%) Windows Server 2012
3 5 (22.73%) Linux
4 3 (13.64%) Red Hat Enterprise Linux
4 3 (13.64%) Unix
4 3 (13.64%) Windows 10
4 3 (13.64%) Windows Server 2003
5 2 (9.09%) AIX
6 1 (4.55%) Android
6 1 (4.55%) Apple iOS
Processes & Methodologies
1 12 (54.55%) Problem-Solving
2 6 (27.27%) Agile Software Development
2 6 (27.27%) Scrum
2 6 (27.27%) Software Deployment
2 6 (27.27%) Stakeholder Management
2 6 (27.27%) Time Management
3 5 (22.73%) Decision-Making
3 5 (22.73%) DevOps
3 5 (22.73%) Migration
3 5 (22.73%) Risk Management
4 4 (18.18%) Asset Management
4 4 (18.18%) Capacity Planning
4 4 (18.18%) ITIL
4 4 (18.18%) Test Automation
5 3 (13.64%) Business Continuity
5 3 (13.64%) Configuration Management
5 3 (13.64%) Deployment Automation
5 3 (13.64%) Problem Management
5 3 (13.64%) TDD
5 3 (13.64%) Workload Management
Programming Languages
1 8 (36.36%) SQL
2 7 (31.82%) Java
3 6 (27.27%) JavaScript
3 6 (27.27%) PowerShell
3 6 (27.27%) Python
4 3 (13.64%) Bash Shell
4 3 (13.64%) T-SQL
5 2 (9.09%) Go
5 2 (9.09%) JCL
5 2 (9.09%) Perl
5 2 (9.09%) Ruby
5 2 (9.09%) Shell Script
6 1 (4.55%) Apple Swift
6 1 (4.55%) Objective-C
Qualifications
1 2 (9.09%) Degree
1 2 (9.09%) ITIL Certification
2 1 (4.55%) ITIL Foundation Certificate
2 1 (4.55%) Security Cleared
System Software
1 6 (27.27%) VMware ESXi
1 6 (27.27%) VMware Infrastructure
1 6 (27.27%) XenApp
2 3 (13.64%) Microsoft App-V
3 2 (9.09%) Docker
3 2 (9.09%) Time Sharing Option
3 2 (9.09%) VMware Workstation
4 1 (4.55%) Firmware
Systems Management
1 6 (27.27%) SCCM
2 5 (22.73%) Opscode Chef
3 4 (18.18%) Norton AntiVirus
4 3 (13.64%) logstash
5 2 (9.09%) Kubernetes
6 1 (4.55%) Netcool
Vendors
1 8 (36.36%) Microsoft
2 6 (27.27%) Citrix
2 6 (27.27%) VMware
3 4 (18.18%) HP
3 4 (18.18%) IBM
3 4 (18.18%) Symantec
4 3 (13.64%) Ab Initio
5 2 (9.09%) Red Hat
6 1 (4.55%) EMC
6 1 (4.55%) NetApp
6 1 (4.55%) Snow
6 1 (4.55%) Twitter