Period
to 7 December 2021

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 7 December 2021 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
East of England > Cambridgeshire
6 months to
7 Dec 2021
Same period 2020 Same period 2019
Rank 18 11 30
Rank change year-on-year -7 +19 -5
Contract jobs citing Analytical Skills 54 31 64
As % of all contract jobs advertised in Cambridgeshire 7.42% 9.57% 5.58%
As % of the General category 11.74% 20.39% 11.81%
Number of daily rates quoted 28 14 30
10th Percentile " £213 £158
25th Percentile £131 £390 £313
Median daily rate (50th Percentile) £136 £488 £425
Median % change year-on-year -72.05% +14.71% -12.82%
75th Percentile £341 £588 £606
90th Percentile £511 £649 £650
East of England median daily rate £383 £383 £400
% change year-on-year +0.13% -4.38% -1.23%
Number of hourly rates quoted 24 12 6
Median hourly rate £15.00 £16.00 £18.00
Median % change year-on-year -6.25% -11.11% +2.86%
East of England median hourly rate £15.00 £16.00 £18.00
% change year-on-year -6.25% -11.11% +2.86%

Analytical Skills is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for common skills.

All General Skills
Cambridgeshire
Contract vacancies with a requirement for common skills 460 152 542
As % of all contract IT jobs advertised in Cambridgeshire 63.19% 46.91% 47.25%
Number of daily rates quoted 186 92 297
10th Percentile £131 £214 £196
25th Percentile £230 £309 £325
Median daily rate (50th Percentile) £430 £401 £438
Median % change year-on-year +7.37% -8.46% +2.94%
75th Percentile £525 £513 £538
90th Percentile £603 £586 £619
East of England median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88% -2.86%
Number of hourly rates quoted 209 37 74
10th Percentile £12.25 £13.15 £10.75
25th Percentile £12.50 £14.00 £13.00
Median hourly rate £13.50 £15.00 £16.50
Median % change year-on-year -10.00% -9.09% -5.71%
75th Percentile £13.75 £20.44 £39.84
90th Percentile £20.00 £39.70 £48.30
East of England median hourly rate £13.50 £29.75 £16.50
% change year-on-year -54.62% +80.30% -2.94%

Analytical Skills
Job Vacancy Trend in Cambridgeshire

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing Analytical Skills in Cambridgeshire.

Daily rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Analytical Skills in Cambridgeshire over the 6 months to 7 December 2021.

Daily rate histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Hourly Rate Trend in Cambridgeshire

3-month moving average hourly rates quoted in jobs citing Analytical Skills in Cambridgeshire.

Hourly rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contract Job Locations in Cambridgeshire

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 Cambridgeshire region over the 6 months to 7 December 2021. 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
Peterborough -11 42 £133 -63.45% 17
Cambridge -17 10 £350 -30.00% 25
Analytical Skills
East of England

For the 6 months to 7 December 2021, 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 Cambridgeshire region with a requirement for Analytical Skills.

1 35 (64.81%) Time Management
2 32 (59.26%) Service Management
2 32 (59.26%) ITSM
2 32 (59.26%) Innovative Thinking
2 32 (59.26%) Social Skills
3 31 (57.41%) Legal
4 22 (40.74%) Problem-Solving
5 21 (38.89%) ITIL
5 21 (38.89%) Business Intelligence
6 19 (35.19%) Organisational Skills
7 17 (31.48%) Line Management
7 17 (31.48%) SLA
8 16 (29.63%) People Management
9 15 (27.78%) Service Delivery
9 15 (27.78%) Change Management
10 14 (25.93%) SharePoint
10 14 (25.93%) ITIL V3
11 12 (22.22%) Microsoft
12 8 (14.81%) Self-Motivation
12 8 (14.81%) Microsoft Office
12 8 (14.81%) Finance
13 7 (12.96%) SQL
13 7 (12.96%) Decision-Making
14 6 (11.11%) Collaborative Working
14 6 (11.11%) Microsoft Excel
14 6 (11.11%) Degree
14 6 (11.11%) JIRA
14 6 (11.11%) Agile Software Development
15 5 (9.26%) Customer Requirements
15 5 (9.26%) Power Platform

Analytical Skills
Co-occurring IT Skills in Cambridgeshire 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 14 (25.93%) SharePoint
2 4 (7.41%) Confluence
3 1 (1.85%) IIS
Applications
1 8 (14.81%) Microsoft Office
2 6 (11.11%) Microsoft Excel
3 4 (7.41%) Microsoft PowerPoint
3 4 (7.41%) MS Visio
4 1 (1.85%) FileZilla
4 1 (1.85%) Microsoft Project
Business Applications
1 2 (3.70%) SAP S/4HANA
Cloud Services
1 5 (9.26%) Power Platform
2 4 (7.41%) Microsoft 365
3 2 (3.70%) Amazon S3
3 2 (3.70%) AWS
4 1 (1.85%) AWS Lambda
4 1 (1.85%) Azure
4 1 (1.85%) GitHub
4 1 (1.85%) Serverless
Communications & Networking
1 1 (1.85%) Internet
1 1 (1.85%) Intranet
Database & Business Intelligence
1 5 (9.26%) Power BI
2 2 (3.70%) Amazon RDS
3 1 (1.85%) Amazon Athena
3 1 (1.85%) Amazon Redshift
3 1 (1.85%) MS Access
3 1 (1.85%) MySQL
3 1 (1.85%) NoSQL
3 1 (1.85%) PostgreSQL
3 1 (1.85%) SQL Server
3 1 (1.85%) SQL Server Integration Services
3 1 (1.85%) Tableau
Development Applications
1 6 (11.11%) JIRA
2 1 (1.85%) Git (software)
General
1 32 (59.26%) Social Skills
2 31 (57.41%) Legal
3 19 (35.19%) Organisational Skills
4 8 (14.81%) Finance
5 3 (5.56%) Presentation Skills
6 1 (1.85%) Banking
6 1 (1.85%) Manufacturing
6 1 (1.85%) Pharmaceutical
Job Titles
1 27 (50.00%) Analyst
2 14 (25.93%) Change Analyst
2 14 (25.93%) Change Management Analyst
2 14 (25.93%) ITIL Change Analyst
3 10 (18.52%) Service Desk Supervisor
4 6 (11.11%) Service Desk Team Leader
4 6 (11.11%) Team Leader
5 5 (9.26%) Business Analyst
6 4 (7.41%) Call Centre Team Leader
6 4 (7.41%) Data Analyst
6 4 (7.41%) Service Analyst
7 3 (5.56%) Report Analyst
7 3 (5.56%) Service Improvement Analyst
8 2 (3.70%) Coordinator
8 2 (3.70%) Developer
8 2 (3.70%) Financial Analyst
8 2 (3.70%) IT Analyst
8 2 (3.70%) Project Coordinator
8 2 (3.70%) SAP Analyst
8 2 (3.70%) SAP Business Analyst
Libraries, Frameworks & Software Standards
1 4 (7.41%) JSON
2 2 (3.70%) Middleware
3 1 (1.85%) Ajax
3 1 (1.85%) AngularJS
3 1 (1.85%) CSS
3 1 (1.85%) GraphQL
3 1 (1.85%) HTML
3 1 (1.85%) jQuery
3 1 (1.85%) Kendo UI
3 1 (1.85%) Node.js
3 1 (1.85%) React
3 1 (1.85%) REST
3 1 (1.85%) STL
3 1 (1.85%) Swagger
3 1 (1.85%) XHR
3 1 (1.85%) XML
Miscellaneous
1 8 (14.81%) Self-Motivation
2 3 (5.56%) User Experience
3 2 (3.70%) Analytical Mindset
4 1 (1.85%) Algorithms
4 1 (1.85%) Client/Server
4 1 (1.85%) Greenfield Project
4 1 (1.85%) Management Information System
4 1 (1.85%) NHS
4 1 (1.85%) Replication
Operating Systems
1 1 (1.85%) Unix
1 1 (1.85%) Windows
1 1 (1.85%) Windows XP
Processes & Methodologies
1 35 (64.81%) Time Management
2 32 (59.26%) Innovative Thinking
2 32 (59.26%) ITSM
2 32 (59.26%) Service Management
3 22 (40.74%) Problem-Solving
4 21 (38.89%) Business Intelligence
4 21 (38.89%) ITIL
5 17 (31.48%) Line Management
6 16 (29.63%) People Management
7 15 (27.78%) Change Management
7 15 (27.78%) Service Delivery
8 14 (25.93%) ITIL V3
9 7 (12.96%) Decision-Making
10 6 (11.11%) Agile Software Development
10 6 (11.11%) Collaborative Working
11 5 (9.26%) Customer Requirements
12 3 (5.56%) Acceptance Criteria
12 3 (5.56%) Data Analysis
12 3 (5.56%) Data Interpretation
12 3 (5.56%) Requirements Gathering
Programming Languages
1 7 (12.96%) SQL
2 4 (7.41%) JavaScript
3 1 (1.85%) Bash Shell
3 1 (1.85%) C#
3 1 (1.85%) C++
3 1 (1.85%) PowerShell
3 1 (1.85%) Python
3 1 (1.85%) TypeScript
Qualifications
1 6 (11.11%) Degree
2 1 (1.85%) PMP
2 1 (1.85%) Six Sigma Green Belt
Quality Assurance & Compliance
1 17 (31.48%) SLA
2 2 (3.70%) QA
3 1 (1.85%) Data Quality
Systems Management
1 1 (1.85%) Terraform
Vendors
1 12 (22.22%) Microsoft
2 3 (5.56%) ServiceNow
3 2 (3.70%) SAP