Period
to 20 February 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 February 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 Feb 2018
Same period 2017 Same period 2016
Rank 20 10 31
Rank change year-on-year -10 +21 -16
Contract jobs citing Analytical Skills 11 4 5
As % of all contract IT jobs advertised in Knutsford 8.40% 6.06% 2.12%
As % of the Miscellaneous category 28.21% 21.05% 9.80%
Number of daily rates quoted 5 3 5
Knutsford median daily rate £375 £345 £330
Median daily rate % change year-on-year +8.70% +4.55% -17.50%
10th Percentile £358 £312 £303
90th Percentile £435 £404 £488
Cheshire median daily rate £425 £370 £415
% change year-on-year +14.86% -10.84% +3.75%
Number of hourly rates quoted 0 0 0
Knutsford median hourly rate - - -
Cheshire median hourly rate £9.50 £21.00 £57.50
% change year-on-year -54.76% -63.48% +255.82%

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 39 19 51
As % of all contract IT jobs advertised in Knutsford 29.77% 28.79% 21.61%
Number of daily rates quoted 20 10 34
Knutsford median daily rate £360 £363 £425
Median daily rate % change year-on-year -0.69% -14.71% -
10th Percentile £280 £317 £306
90th Percentile £448 £448 £488
Cheshire median daily rate £375 £375 £425
% change year-on-year - -11.76% +9.68%
Number of hourly rates quoted 1 1 0
Knutsford median hourly rate £70.00 £60.00 -
Median hourly rate % change year-on-year +16.67% - -
Cheshire median hourly rate £27.00 £20.75 £17.33
% change year-on-year +30.12% +19.73% +3.96%

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 20 February 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 6 (54.55%) Java
1 6 (54.55%) Tomcat
1 6 (54.55%) Agile Software Development
1 6 (54.55%) JIRA
2 5 (45.45%) Linux
2 5 (45.45%) JBoss
2 5 (45.45%) Apache
2 5 (45.45%) JavaScript
2 5 (45.45%) Scrum
2 5 (45.45%) Opscode Chef
2 5 (45.45%) DevOps
3 4 (36.36%) Jenkins
3 4 (36.36%) Middleware
3 4 (36.36%) Python
3 4 (36.36%) Test Automation
4 3 (27.27%) Red Hat Enterprise Linux
4 3 (27.27%) Git (software)
4 3 (27.27%) Apache Solr
4 3 (27.27%) Hadoop
4 3 (27.27%) PowerShell
4 3 (27.27%) Selenium
4 3 (27.27%) TDD
4 3 (27.27%) Banking
4 3 (27.27%) IBM
4 3 (27.27%) Unix
4 3 (27.27%) SQL
4 3 (27.27%) SQL Server
4 3 (27.27%) JUnit
4 3 (27.27%) Ab Initio
4 3 (27.27%) Finance

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 (54.55%) Tomcat
2 5 (45.45%) Apache
2 5 (45.45%) JBoss
3 3 (27.27%) Apache Solr
3 3 (27.27%) Elasticsearch
4 1 (9.09%) Jupyter
4 1 (9.09%) SAS
Applications
1 1 (9.09%) Microsoft Excel
Business Applications
1 1 (9.09%) Hyperion Planning
Cloud Services
1 2 (18.18%) Amazon AWS
1 2 (18.18%) OpenShift
1 2 (18.18%) PaaS
Communications & Networking
1 2 (18.18%) FTP
Database & Business Intelligence
1 3 (27.27%) Hadoop
1 3 (27.27%) SQL Server
2 1 (9.09%) Big Data
2 1 (9.09%) Essbase
Development Applications
1 6 (54.55%) JIRA
2 4 (36.36%) Jenkins
3 3 (27.27%) Git (software)
3 3 (27.27%) gulp
3 3 (27.27%) JUnit
3 3 (27.27%) Selenium
4 1 (9.09%) IntelliJ
4 1 (9.09%) Sonatype Nexus
General
1 3 (27.27%) Banking
1 3 (27.27%) Finance
2 1 (9.09%) Investment Banking
2 1 (9.09%) Law
2 1 (9.09%) Retail Banking
Job Titles
1 3 (27.27%) Analyst
1 3 (27.27%) DevOps Engineer
2 2 (18.18%) Business Analyst
2 2 (18.18%) Developer
2 2 (18.18%) Infrastructure Technician
2 2 (18.18%) Middleware Engineer
3 1 (9.09%) Finance Business Analyst
3 1 (9.09%) Financial Analyst
3 1 (9.09%) Financial Business Analyst
3 1 (9.09%) Java Engineer
3 1 (9.09%) Lead Business Analyst
3 1 (9.09%) Middleware Developer
3 1 (9.09%) Product Engineer
3 1 (9.09%) Python Developer
Libraries, Frameworks & Software Standards
1 4 (36.36%) Middleware
2 3 (27.27%) AngularJS
3 2 (18.18%) Ajax
3 2 (18.18%) ISPF
3 2 (18.18%) jQuery
3 2 (18.18%) JSON
4 1 (9.09%) IBM Integration Bus
4 1 (9.09%) REST
Miscellaneous
1 2 (18.18%) Mainframe
2 1 (9.09%) Data Centre
Operating Systems
1 5 (45.45%) Linux
2 3 (27.27%) Red Hat Enterprise Linux
2 3 (27.27%) Unix
3 2 (18.18%) AIX
3 2 (18.18%) Windows
3 2 (18.18%) Windows Server
Processes & Methodologies
1 6 (54.55%) Agile Software Development
2 5 (45.45%) DevOps
2 5 (45.45%) Scrum
3 4 (36.36%) Test Automation
4 3 (27.27%) Software Delivery
4 3 (27.27%) TDD
4 3 (27.27%) Workload Management
5 2 (18.18%) Acceptance Criteria
5 2 (18.18%) Agile Project Management
5 2 (18.18%) Change Management
5 2 (18.18%) Continuous Delivery
5 2 (18.18%) Continuous Integration
5 2 (18.18%) ITIL
5 2 (18.18%) Performance Metrics
5 2 (18.18%) Process Improvement
5 2 (18.18%) Project Management
5 2 (18.18%) Stakeholder Management
5 2 (18.18%) Validation
6 1 (9.09%) Product Management
6 1 (9.09%) Test Strategy
Programming Languages
1 6 (54.55%) Java
2 5 (45.45%) JavaScript
3 4 (36.36%) Python
4 3 (27.27%) Bash Shell
4 3 (27.27%) PowerShell
4 3 (27.27%) SQL
5 2 (18.18%) Go
5 2 (18.18%) JCL
5 2 (18.18%) Perl
5 2 (18.18%) Ruby
5 2 (18.18%) Shell Script
Qualifications
1 2 (18.18%) ITIL Certification
2 1 (9.09%) Degree
Quality Assurance & Compliance
1 1 (9.09%) PMO
System Software
1 2 (18.18%) Docker
1 2 (18.18%) Time Sharing Option
Systems Management
1 5 (45.45%) Opscode Chef
2 3 (27.27%) logstash
3 2 (18.18%) Kubernetes
Vendors
1 3 (27.27%) Ab Initio
1 3 (27.27%) IBM
2 2 (18.18%) Red Hat
3 1 (9.09%) Hyperion