Period
to 11 April 2021

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 11 April 2021 with a comparison to the same period in 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.

Data Analysis
East of England > Cambridgeshire
6 months to
11 Apr 2021
Same period 2020 Same period 2019
Rank 28 61 41
Rank change year-on-year +33 -20 +29
Contract jobs citing Data Analysis 16 10 40
As % of all contract jobs advertised in Cambridgeshire 3.71% 1.27% 3.91%
As % of the Processes & Methodologies category 4.56% 1.46% 4.62%
Number of daily rates quoted 7 8 15
10th Percentile £327 £426 £355
25th Percentile £336 £459 £400
Median daily rate (50th Percentile) £400 £475 £450
Median % change year-on-year -15.79% +5.56% +16.13%
75th Percentile £482 £478 £501
90th Percentile £526 £486 £568
East of England median daily rate £338 £475 £425
% change year-on-year -28.95% +11.76% +9.68%
Number of hourly rates quoted 5 0 6
10th Percentile £17.03 " "
25th Percentile £19.88 " £9.65
Median hourly rate £21.50 - £9.80
75th Percentile £22.33 " £14.11
90th Percentile £37.43 " £18.63
East of England median hourly rate £21.50 £18.31 £9.80
% change year-on-year +17.42% +86.84% -49.74%

Data Analysis is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Contract vacancies with a requirement for process or methodology skills 351 687 865
As % of all contract IT jobs advertised in Cambridgeshire 81.44% 87.07% 84.64%
Number of daily rates quoted 205 427 478
10th Percentile £203 £262 £250
25th Percentile £310 £363 £350
Median daily rate (50th Percentile) £425 £460 £444
Median % change year-on-year -7.61% +3.66% +7.58%
75th Percentile £500 £550 £530
90th Percentile £575 £625 £625
East of England median daily rate £425 £438 £450
% change year-on-year -2.86% -2.78% +5.88%
Number of hourly rates quoted 84 86 82
10th Percentile " £13.50 £11.25
25th Percentile £12.25 £16.25 £13.00
Median hourly rate £15.00 £18.50 £15.75
Median % change year-on-year -18.92% +17.46% -33.68%
75th Percentile £19.00 £47.50 £42.50
90th Percentile £22.85 £49.00 £49.88
East of England median hourly rate £18.50 £20.50 £18.00
% change year-on-year -9.76% +13.89% -5.26%

Data Analysis
Job Vacancy Trend in Cambridgeshire

Job postings citing Data Analysis as a proportion of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Data Analysis in Cambridgeshire

Data Analysis
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing Data Analysis in Cambridgeshire.

Daily rate trend for Data Analysis in Cambridgeshire

Data Analysis
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Data Analysis in Cambridgeshire over the 6 months to 11 April 2021.

Daily rate histogram for Data Analysis in Cambridgeshire

Data Analysis
Contractor Hourly Rate Trend in Cambridgeshire

3-month moving average hourly rates quoted in jobs citing Data Analysis in Cambridgeshire.

Hourly rate trend for Data Analysis in Cambridgeshire

Data Analysis
Hourly Rate Histogram in Cambridgeshire

Hourly rate distribution of jobs citing Data Analysis in Cambridgeshire over the 6 months to 11 April 2021.

Hourly rate histogram for Data Analysis in Cambridgeshire

Data Analysis
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 Data Analysis within the Cambridgeshire region over the 6 months to 11 April 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
Cambridge +28 13 £369 -22.37% 6
Peterborough - 2 - -
Huntingdon - 1 £425 - 2
Data Analysis
East of England

For the 6 months to 11 April 2021, IT contractor jobs citing Data Analysis 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 Data Analysis.

1 6 (37.50%) Power BI
1 6 (37.50%) Power Platform
2 5 (31.25%) Business Intelligence
2 5 (31.25%) Microsoft Excel
2 5 (31.25%) Visualisation
3 4 (25.00%) Oracle
3 4 (25.00%) Analytical Skills
3 4 (25.00%) Analytics
4 3 (18.75%) Tableau
4 3 (18.75%) SQL
4 3 (18.75%) SAP
4 3 (18.75%) Finance
4 3 (18.75%) Data Management
5 2 (12.50%) Text Mining
5 2 (12.50%) Statistical Analysis
5 2 (12.50%) Statistics
5 2 (12.50%) QA
5 2 (12.50%) R
5 2 (12.50%) Data Visualisation
5 2 (12.50%) QlikView
5 2 (12.50%) C
5 2 (12.50%) Microsoft Office
5 2 (12.50%) Oracle Reports
5 2 (12.50%) Python
5 2 (12.50%) Data Warehouse
5 2 (12.50%) DNA
5 2 (12.50%) Data Modelling
5 2 (12.50%) ETL
5 2 (12.50%) Oracle Discoverer
5 2 (12.50%) Microsoft

Data Analysis
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:

Applications
1 5 (31.25%) Microsoft Excel
2 2 (12.50%) Microsoft Office
3 1 (6.25%) Spreadsheet
Business Applications
1 1 (6.25%) HealthRoster
1 1 (6.25%) SAP S/4HANA
1 1 (6.25%) SAP SD
Cloud Services
1 6 (37.50%) Power Platform
Communications & Networking
1 1 (6.25%) SAN
1 1 (6.25%) Wi-Fi
1 1 (6.25%) Wireless
Database & Business Intelligence
1 6 (37.50%) Power BI
2 3 (18.75%) Tableau
3 2 (12.50%) Amazon Redshift
3 2 (12.50%) Data Warehouse
3 2 (12.50%) Oracle Discoverer
3 2 (12.50%) Oracle Reports
3 2 (12.50%) QlikView
3 2 (12.50%) Text Mining
General
1 3 (18.75%) Finance
2 1 (6.25%) Electronics
2 1 (6.25%) Manufacturing
Job Titles
1 8 (50.00%) Analyst
2 4 (25.00%) Data Analyst
3 3 (18.75%) Senior Analyst
4 2 (12.50%) Data Scientist
4 2 (12.50%) Power BI Analyst
5 1 (6.25%) Administrator
5 1 (6.25%) Business Intelligence Analyst
5 1 (6.25%) Business Intelligence Data Analyst
5 1 (6.25%) Consultant
5 1 (6.25%) Coordinator
5 1 (6.25%) Design Engineer
5 1 (6.25%) Electronics Design Engineer
5 1 (6.25%) Electronics Engineer
5 1 (6.25%) Programme Coordinator
5 1 (6.25%) SAP Consultant
5 1 (6.25%) Security Specialist
5 1 (6.25%) Senior Programme Coordinator
5 1 (6.25%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (6.25%) .NET
1 1 (6.25%) .NET Core
1 1 (6.25%) Managed Extensibility Framework
1 1 (6.25%) RESTful
1 1 (6.25%) WCF
1 1 (6.25%) Web Services
1 1 (6.25%) WinForms
1 1 (6.25%) WPF
1 1 (6.25%) XML
Miscellaneous
1 4 (25.00%) Analytical Skills
2 2 (12.50%) Management Information System
2 2 (12.50%) NHS
3 1 (6.25%) Data Protection Act
3 1 (6.25%) Smart Home
3 1 (6.25%) Virtual Team
Operating Systems
1 1 (6.25%) Windows
Processes & Methodologies
1 5 (31.25%) Business Intelligence
1 5 (31.25%) Visualisation
2 4 (25.00%) Analytics
3 3 (18.75%) Data Management
4 2 (12.50%) Active Listening
4 2 (12.50%) Bill of Materials
4 2 (12.50%) Data Governance
4 2 (12.50%) Data Modelling
4 2 (12.50%) Data Science
4 2 (12.50%) Data Visualisation
4 2 (12.50%) Decision-Making
4 2 (12.50%) DNA
4 2 (12.50%) ETL
4 2 (12.50%) Exploratory Data Analysis
4 2 (12.50%) Machine Learning
4 2 (12.50%) Statistical Analysis
4 2 (12.50%) Statistical Modelling
4 2 (12.50%) Statistics
5 1 (6.25%) Project Delivery
5 1 (6.25%) Requirements Gathering
Programming Languages
1 3 (18.75%) SQL
2 2 (12.50%) C
2 2 (12.50%) Python
2 2 (12.50%) R
3 1 (6.25%) C#
3 1 (6.25%) C++
3 1 (6.25%) Embedded C
3 1 (6.25%) XAML
Qualifications
1 1 (6.25%) Computer Science Degree
1 1 (6.25%) Degree
1 1 (6.25%) DV Cleared
1 1 (6.25%) Master's Degree
1 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 2 (12.50%) Data Quality
1 2 (12.50%) QA
2 1 (6.25%) IFRS
Vendors
1 4 (25.00%) Oracle
2 3 (18.75%) SAP
3 2 (12.50%) Microsoft
3 2 (12.50%) Salesforce.com
4 1 (6.25%) EMC