Period
to 20 August 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 20 August 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
20 Aug 2018
Same period 2017 Same period 2016
Rank 19 20 31
Rank change year-on-year +1 +11 -8
Contract jobs citing Analytical Skills 16 10 2
As % of all contract IT jobs advertised in Knutsford 8.00% 6.29% 1.39%
As % of the Miscellaneous category 27.59% 20.83% 4.55%
Number of daily rates quoted 7 6 1
Knutsford median daily rate £365 £475 £300
Median daily rate % change year-on-year -23.16% +58.33% -33.33%
Cheshire median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Knutsford median hourly rate - - -
Cheshire median hourly rate £23.10 £44.95 £21.00
% change year-on-year -48.62% +114.05% +42.37%

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 58 48 44
As % of all contract IT jobs advertised in Knutsford 29.00% 30.19% 30.56%
Number of daily rates quoted 23 27 27
Knutsford median daily rate £376 £420 £413
Median daily rate % change year-on-year -10.48% +1.82% -2.94%
10th Percentile £275 £329 £310
90th Percentile £419 £537 £526
Cheshire median daily rate £385 £377 £400
% change year-on-year +2.26% -5.88% -
Number of hourly rates quoted 0 0 0
Knutsford median hourly rate - - -
Cheshire median hourly rate £20.00 £22.00 £21.00
% change year-on-year -9.09% +4.76% +24.70%

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

Analytical Skills
Contractor Daily Rate Histogram in Knutsford

The daily rate distribution of IT jobs citing Analytical Skills in Knutsford over the 6 months to 20 August 2018.

Contractor daily rate histogram for Analytical Skills in Knutsford

For the 6 months to 20 August 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 10 (62.50%) Microsoft
2 8 (50.00%) Problem-Solving
3 6 (37.50%) Windows Server
3 6 (37.50%) Citrix
3 6 (37.50%) SQL
3 6 (37.50%) Windows
3 6 (37.50%) IPsec
3 6 (37.50%) Migration
3 6 (37.50%) VMware
3 6 (37.50%) SCCM
3 6 (37.50%) Time Management
3 6 (37.50%) VMware Infrastructure
3 6 (37.50%) Windows Server 2008
3 6 (37.50%) XenApp
3 6 (37.50%) VMware ESXi
3 6 (37.50%) Software Deployment
3 6 (37.50%) Windows Server 2012
4 5 (31.25%) Stakeholder Management
4 5 (31.25%) Risk Management
5 4 (25.00%) Asset Management
5 4 (25.00%) LAN
5 4 (25.00%) WAN
5 4 (25.00%) Ethernet
5 4 (25.00%) TCP/IP
5 4 (25.00%) T-SQL
5 4 (25.00%) SQL Server
5 4 (25.00%) IIS
5 4 (25.00%) SAN
5 4 (25.00%) HP
5 4 (25.00%) Symantec

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 4 (25.00%) IIS
2 2 (12.50%) Apache Spark
Applications
1 2 (12.50%) Microsoft Excel
1 2 (12.50%) Microsoft Office
1 2 (12.50%) Microsoft PowerPoint
Cloud Services
1 1 (6.25%) PaaS
Communications & Networking
1 6 (37.50%) IPsec
2 4 (25.00%) DMZ
2 4 (25.00%) Ethernet
2 4 (25.00%) LAN
2 4 (25.00%) NAS
2 4 (25.00%) SAN
2 4 (25.00%) TCP/IP
2 4 (25.00%) WAN
Database & Business Intelligence
1 4 (25.00%) SQL Server
2 3 (18.75%) SQL Server Reporting Services
3 2 (12.50%) Apache Hive
3 2 (12.50%) Cloudera CDH
3 2 (12.50%) Data Mining
3 2 (12.50%) Hadoop
3 2 (12.50%) Impala
4 1 (6.25%) Big Data
Development Applications
1 3 (18.75%) MSI
General
1 3 (18.75%) Finance
2 2 (12.50%) Banking
3 1 (6.25%) Billing
3 1 (6.25%) Investment Banking
3 1 (6.25%) Law
3 1 (6.25%) Retail
Job Titles
1 4 (25.00%) Analyst
2 3 (18.75%) Desktop Support
2 3 (18.75%) Developer
3 2 (12.50%) Business Analyst
3 2 (12.50%) Chief Technology Officer
3 2 (12.50%) Data Scientist
3 2 (12.50%) Desktop Engineer
3 2 (12.50%) iOS Developer
3 2 (12.50%) Mobile Developer
3 2 (12.50%) Senior Data Scientist
3 2 (12.50%) Service Analyst
3 2 (12.50%) Service Transition Analyst
3 2 (12.50%) Technical Analyst
3 2 (12.50%) Technical Business Analyst
3 2 (12.50%) Transition Analyst
4 1 (6.25%) Angular Developer
4 1 (6.25%) Backup Engineer
4 1 (6.25%) Infrastructure Support
4 1 (6.25%) Storage and Backup Engineer
4 1 (6.25%) Technical Infrastructure Analyst
Libraries, Frameworks & Software Standards
1 3 (18.75%) CSS
1 3 (18.75%) HTML
2 2 (12.50%) Android SDK
2 2 (12.50%) CSS3
2 2 (12.50%) HTML5
2 2 (12.50%) iOS SDK
2 2 (12.50%) jQuery
2 2 (12.50%) Pandas
2 2 (12.50%) PhoneGap
2 2 (12.50%) scikit-learn
2 2 (12.50%) Twitter Bootstrap
3 1 (6.25%) .NET
3 1 (6.25%) AngularJS
3 1 (6.25%) ASP.NET Web API
3 1 (6.25%) Natural Language Processing
3 1 (6.25%) REST
3 1 (6.25%) Swagger
3 1 (6.25%) XGBoost
Miscellaneous
1 3 (18.75%) User Experience
2 2 (12.50%) Mobile App
3 1 (6.25%) Computer Science
3 1 (6.25%) EMC VMAX
Operating Systems
1 6 (37.50%) Windows
1 6 (37.50%) Windows Server
1 6 (37.50%) Windows Server 2008
1 6 (37.50%) Windows Server 2012
2 3 (18.75%) Windows 10
2 3 (18.75%) Windows Server 2003
3 2 (12.50%) Android
3 2 (12.50%) Apple iOS
Processes & Methodologies
1 8 (50.00%) Problem-Solving
2 6 (37.50%) Migration
2 6 (37.50%) Software Deployment
2 6 (37.50%) Time Management
3 5 (31.25%) Risk Management
3 5 (31.25%) Stakeholder Management
4 4 (25.00%) Asset Management
4 4 (25.00%) Capacity Planning
4 4 (25.00%) Decision-Making
5 3 (18.75%) Agile Software Development
5 3 (18.75%) Configuration Management
5 3 (18.75%) Deployment Automation
5 3 (18.75%) ITIL
5 3 (18.75%) Problem Management
5 3 (18.75%) Scrum
5 3 (18.75%) Software Distribution
6 2 (12.50%) Business Analysis
6 2 (12.50%) Business Continuity
6 2 (12.50%) Programme Management
6 2 (12.50%) UML
Programming Languages
1 6 (37.50%) SQL
2 4 (25.00%) T-SQL
3 3 (18.75%) JavaScript
3 3 (18.75%) PowerShell
4 2 (12.50%) Apple Swift
4 2 (12.50%) Java
4 2 (12.50%) Objective-C
4 2 (12.50%) Python
5 1 (6.25%) C#
Qualifications
1 2 (12.50%) ITIL Foundation Certificate
2 1 (6.25%) Degree
2 1 (6.25%) Security Cleared
System Software
1 6 (37.50%) VMware ESXi
1 6 (37.50%) VMware Infrastructure
1 6 (37.50%) XenApp
2 3 (18.75%) Microsoft App-V
3 2 (12.50%) VMware Workstation
4 1 (6.25%) Firmware
Systems Management
1 6 (37.50%) SCCM
2 4 (25.00%) Norton AntiVirus
3 1 (6.25%) Netcool
Vendors
1 10 (62.50%) Microsoft
2 6 (37.50%) Citrix
2 6 (37.50%) VMware
3 4 (25.00%) HP
3 4 (25.00%) Symantec
4 2 (12.50%) Twitter
5 1 (6.25%) EMC
5 1 (6.25%) IBM
5 1 (6.25%) NetApp
5 1 (6.25%) Snow