Period
to 17 November 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 17 November 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
17 Nov 2018
Same period 2017 Same period 2016
Rank 23 25 15
Rank change year-on-year +2 -10 +14
Contract jobs citing Analytical Skills 17 6 1
As % of all contract IT jobs advertised in Knutsford 7.83% 3.57% 1.15%
As % of the Miscellaneous category 32.69% 17.65% 4.55%
Number of daily rates quoted 8 1 0
Knutsford median daily rate £403 £363 -
Median daily rate % change year-on-year +11.03% - -
Cheshire median daily rate £338 £400 £419
% change year-on-year -15.63% -4.48% +1.52%
Number of hourly rates quoted 0 0 0
Knutsford median hourly rate - - -
Cheshire median hourly rate £35.00 - £21.00

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 52 34 22
As % of all contract IT jobs advertised in Knutsford 23.96% 20.24% 25.29%
Number of daily rates quoted 28 15 13
Knutsford median daily rate £398 £420 £400
Median daily rate % change year-on-year -5.36% +5.00% -7.25%
10th Percentile £322 £280 £327
90th Percentile £424 £488 £438
Cheshire median daily rate £388 £383 £400
% change year-on-year +1.31% -4.38% -2.44%
Number of hourly rates quoted 0 0 0
Knutsford median hourly rate - - -
Cheshire median hourly rate £20.00 £24.00 £19.66
% change year-on-year -16.67% +22.08% +16.19%

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 17 November 2018.

Contractor daily rate histogram for Analytical Skills in Knutsford

For the 6 months to 17 November 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 11 (64.71%) SQL
1 11 (64.71%) Risk Management
2 10 (58.82%) Finance
3 9 (52.94%) Problem-Solving
4 8 (47.06%) Agile Software Development
5 7 (41.18%) Banking
5 7 (41.18%) Scenario Testing
6 6 (35.29%) Investment Banking
6 6 (35.29%) Law
6 6 (35.29%) Java
6 6 (35.29%) Wealth Management
7 5 (29.41%) Project Management
7 5 (29.41%) Stakeholder Management
7 5 (29.41%) Greenfield Project
8 4 (23.53%) Amazon Athena
8 4 (23.53%) Amazon Glacier
8 4 (23.53%) Scrum
8 4 (23.53%) Tomcat
8 4 (23.53%) Amazon EC2
8 4 (23.53%) Amazon S3
8 4 (23.53%) Amazon AWS
8 4 (23.53%) NoSQL
8 4 (23.53%) REST
8 4 (23.53%) Amazon Redshift
9 3 (17.65%) Zephyr
9 3 (17.65%) Mobile App
9 3 (17.65%) Apple iOS
9 3 (17.65%) QA
9 3 (17.65%) Analytics
9 3 (17.65%) Gradle

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 (23.53%) Tomcat
2 3 (17.65%) JBoss
2 3 (17.65%) Jetty
3 2 (11.76%) Apache Spark
4 1 (5.88%) IIS
4 1 (5.88%) WebSphere
Applications
1 2 (11.76%) Spreadsheet
2 1 (5.88%) Microsoft Excel
2 1 (5.88%) Microsoft PowerPoint
Cloud Services
1 4 (23.53%) Amazon AWS
1 4 (23.53%) Amazon EC2
1 4 (23.53%) Amazon Glacier
1 4 (23.53%) Amazon S3
Database & Business Intelligence
1 4 (23.53%) Amazon Athena
1 4 (23.53%) Amazon Redshift
1 4 (23.53%) NoSQL
2 2 (11.76%) Apache Hive
2 2 (11.76%) Cloudera CDH
2 2 (11.76%) Data Mining
2 2 (11.76%) Hadoop
2 2 (11.76%) Impala
3 1 (5.88%) Big Data
3 1 (5.88%) OLTP
3 1 (5.88%) Relational Database
3 1 (5.88%) SQL Server
3 1 (5.88%) Star Schema
Development Applications
1 3 (17.65%) Eclipse
1 3 (17.65%) Gradle
1 3 (17.65%) IntelliJ
1 3 (17.65%) Maven
1 3 (17.65%) NetBeans
1 3 (17.65%) Zephyr
2 1 (5.88%) CA Release Automation
2 1 (5.88%) Jenkins
2 1 (5.88%) JIRA
General
1 10 (58.82%) Finance
2 7 (41.18%) Banking
3 6 (35.29%) Investment Banking
3 6 (35.29%) Law
4 2 (11.76%) Retail Banking
5 1 (5.88%) Billing
5 1 (5.88%) Retail
Job Titles
1 6 (35.29%) Developer
2 3 (17.65%) Java Developer
2 3 (17.65%) Manual Tester
2 3 (17.65%) Tester
3 2 (11.76%) Architect
3 2 (11.76%) Data Scientist
3 2 (11.76%) Lead Developer
3 2 (11.76%) Lead Java Developer
3 2 (11.76%) Mobile Architect
3 2 (11.76%) Mobile Solutions Architect
3 2 (11.76%) Senior Data Scientist
3 2 (11.76%) Solutions Architect
3 2 (11.76%) SQL Developer
4 1 (5.88%) Angular Developer
4 1 (5.88%) Automation Tester
4 1 (5.88%) Due Diligence Manager
4 1 (5.88%) iOS Developer
4 1 (5.88%) Payments Tester
4 1 (5.88%) Service Transition Analyst
4 1 (5.88%) Transition Analyst
Libraries, Frameworks & Software Standards
1 4 (23.53%) REST
2 3 (17.65%) Java EE
2 3 (17.65%) JMS
2 3 (17.65%) JSON
2 3 (17.65%) JSP
2 3 (17.65%) SOAP
2 3 (17.65%) XML
3 2 (11.76%) CSS
3 2 (11.76%) HTML
3 2 (11.76%) Pandas
3 2 (11.76%) scikit-learn
4 1 (5.88%) .NET
4 1 (5.88%) Android SDK
4 1 (5.88%) AngularJS
4 1 (5.88%) ASP.NET Web API
4 1 (5.88%) CSS3
4 1 (5.88%) jQuery
4 1 (5.88%) Swagger
4 1 (5.88%) Twitter Bootstrap
4 1 (5.88%) XGBoost
Miscellaneous
1 5 (29.41%) Greenfield Project
2 3 (17.65%) Mobile App
3 2 (11.76%) Client/Server
3 2 (11.76%) Handset
3 2 (11.76%) Smartphone
3 2 (11.76%) User Experience
4 1 (5.88%) Computer Science
4 1 (5.88%) Data Centre
4 1 (5.88%) Management Information System
4 1 (5.88%) Virtual Team
Operating Systems
1 3 (17.65%) Android
1 3 (17.65%) Apple iOS
2 1 (5.88%) Linux
2 1 (5.88%) Windows
Processes & Methodologies
1 11 (64.71%) Risk Management
2 9 (52.94%) Problem-Solving
3 8 (47.06%) Agile Software Development
4 7 (41.18%) Scenario Testing
5 6 (35.29%) Wealth Management
6 5 (29.41%) Project Management
6 5 (29.41%) Stakeholder Management
7 4 (23.53%) Scrum
8 3 (17.65%) Analytics
8 3 (17.65%) Decision-Making
8 3 (17.65%) Project Planning
8 3 (17.65%) Regression Testing
8 3 (17.65%) SDLC
8 3 (17.65%) Test Automation
8 3 (17.65%) Test Management
8 3 (17.65%) Web Development
9 2 (11.76%) Data Engineering
9 2 (11.76%) Defect Management
9 2 (11.76%) Machine Learning
9 2 (11.76%) Records Management
Programming Languages
1 11 (64.71%) SQL
2 6 (35.29%) Java
3 2 (11.76%) JavaScript
3 2 (11.76%) Python
4 1 (5.88%) Apple Swift
4 1 (5.88%) C
4 1 (5.88%) C#
4 1 (5.88%) Objective-C
4 1 (5.88%) T-SQL
Qualifications
1 2 (11.76%) Degree
1 2 (11.76%) ITIL Foundation Certificate
2 1 (5.88%) CISM
2 1 (5.88%) CISSP
2 1 (5.88%) ISO 27001 Lead Auditor
2 1 (5.88%) PhD
Quality Assurance & Compliance
1 3 (17.65%) QA
2 1 (5.88%) ISO/IEC 27001
2 1 (5.88%) SLA
Systems Management
1 1 (5.88%) BladeLogic
Vendors
1 2 (11.76%) Microsoft
2 1 (5.88%) IBM
2 1 (5.88%) Sybase
2 1 (5.88%) Twitter