Period
to 20 April 2019

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 20 April 2019 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
20 Apr 2019
Same period 2018 Same period 2017
Rank 36 66 66
Rank change year-on-year +30 0 -4
Contract jobs citing Data Analysis 41 18 22
As % of all contract IT jobs advertised in Cambridgeshire 4.05% 1.69% 1.96%
As % of the Processes & Methodologies category 4.86% 1.92% 2.36%
Number of daily rates quoted 15 13 15
Cambridgeshire median daily rate £450 £450 £313
Median daily rate % change year-on-year - +44.00% -19.35%
10th Percentile £355 £248 £222
90th Percentile £568 £556 £675
East of England median daily rate £425 £400 £335
% change year-on-year +6.25% +19.40% -21.18%
Number of hourly rates quoted 6 2 1
Cambridgeshire median hourly rate £9.80 £19.50 £12.00
Median hourly rate % change year-on-year -49.74% +62.50% -
East of England median hourly rate £9.80 £19.50 £33.00
% change year-on-year -49.74% -40.91% +135.71%

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 844 939 934
As % of all contract IT jobs advertised in Cambridgeshire 83.40% 87.92% 83.39%
Number of daily rates quoted 464 434 444
Cambridgeshire median daily rate £449 £423 £375
Median daily rate % change year-on-year +6.21% +12.67% -9.09%
10th Percentile £263 £255 £205
90th Percentile £625 £563 £538
East of England median daily rate £450 £435 £400
% change year-on-year +3.45% +8.75% -3.03%
Number of hourly rates quoted 84 91 122
Cambridgeshire median hourly rate £15.75 £21.50 £33.50
Median hourly rate % change year-on-year -26.74% -35.82% -10.67%
10th Percentile £11.25 £11.50 £12.50
90th Percentile £50.00 £47.50 £47.50
East of England median hourly rate £18.63 £19.00 £34.00
% change year-on-year -1.97% -44.12% +36.00%

Data Analysis
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Analysis in Cambridgeshire

Data Analysis
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Analysis in Cambridgeshire.

Contractor daily rate trend for Data Analysis in Cambridgeshire

Data Analysis
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Data Analysis in Cambridgeshire over the 6 months to 20 April 2019.

Contractor daily rate histogram for Data Analysis in Cambridgeshire

Data Analysis
Contractor Hourly Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Analysis in Cambridgeshire.

Contractor hourly rate trend 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 20 April 2019. 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 +15 36 £450 +7.46% 12
Peterborough +12 3 - - 2
Huntingdon - 1 £425 - 1
Data Analysis
East of England

For the 6 months to 20 April 2019, 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 17 (41.46%) SQL
2 14 (34.15%) Algorithms
3 13 (31.71%) Bioinformatics
4 12 (29.27%) Analytics
5 10 (24.39%) Degree
6 9 (21.95%) Law
6 9 (21.95%) Computational Biology
7 8 (19.51%) Data Science
8 7 (17.07%) Python
8 7 (17.07%) Microsoft Excel
8 7 (17.07%) PhD
8 7 (17.07%) Business Intelligence
8 7 (17.07%) JIRA
8 7 (17.07%) Data Quality
9 6 (14.63%) Visualisation
9 6 (14.63%) Statistical Analysis
9 6 (14.63%) Statistics
9 6 (14.63%) DNA
9 6 (14.63%) Microsoft
9 6 (14.63%) Agile Software Development
10 5 (12.20%) MS Visio
10 5 (12.20%) Data Modelling
10 5 (12.20%) Data Warehouse
10 5 (12.20%) CRM
10 5 (12.20%) SAP
10 5 (12.20%) Biology
10 5 (12.20%) QA
10 5 (12.20%) Data Analytics
11 4 (9.76%) GitHub
11 4 (9.76%) Bitbucket

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:

Application Platforms
1 4 (9.76%) Drupal
2 3 (7.32%) Confluence
2 3 (7.32%) SharePoint
Applications
1 7 (17.07%) Microsoft Excel
2 5 (12.20%) MS Visio
3 3 (7.32%) Maya
4 2 (4.88%) Microsoft PowerPoint
5 1 (2.44%) Spreadsheet
Business Applications
1 4 (9.76%) CiviCRM
2 2 (4.88%) SAP CO
2 2 (4.88%) SAP FI
2 2 (4.88%) SAP FI/CO
3 1 (2.44%) ResourceLink
Cloud Services
1 4 (9.76%) GitHub
Database & Business Intelligence
1 5 (12.20%) Data Warehouse
2 4 (9.76%) Big Data
2 4 (9.76%) Power BI
3 3 (7.32%) BusinessObjects
3 3 (7.32%) Data Lake
3 3 (7.32%) SQL Server Integration Services
3 3 (7.32%) SQL Server Reporting Services
4 2 (4.88%) DB2
4 2 (4.88%) Oracle Database
5 1 (2.44%) OLTP
5 1 (2.44%) SQL Server
5 1 (2.44%) SQL Server Analysis Services
Development Applications
1 7 (17.07%) JIRA
2 4 (9.76%) Bitbucket
2 4 (9.76%) Git (software)
3 3 (7.32%) ER Studio
3 3 (7.32%) ERwin
General
1 9 (21.95%) Law
2 3 (7.32%) Pharmaceutical
3 2 (4.88%) Finance
Job Titles
1 16 (39.02%) Developer
2 13 (31.71%) Analyst
3 9 (21.95%) Data Analyst
4 6 (14.63%) Business Intelligence Developer
4 6 (14.63%) Principal Developer
4 6 (14.63%) Principal Software Developer
4 6 (14.63%) Software Developer
5 4 (9.76%) Microsoft BI Developer
5 4 (9.76%) Web Developer
6 3 (7.32%) Architect
7 2 (4.88%) Business Analyst
7 2 (4.88%) Data Architect
7 2 (4.88%) Data Business Analyst
7 2 (4.88%) Data Scientist
7 2 (4.88%) Finance Business Analyst
7 2 (4.88%) Information Analyst
7 2 (4.88%) Information Architect
7 2 (4.88%) Junior
7 2 (4.88%) Junior Data Scientist
7 2 (4.88%) Power BI Developer
Libraries, Frameworks & Software Standards
1 4 (9.76%) Symfony
2 3 (7.32%) WS-I
Miscellaneous
1 14 (34.15%) Algorithms
2 3 (7.32%) Greenfield Project
3 2 (4.88%) Life Science
3 2 (4.88%) Wiki
4 1 (2.44%) Analytical Skills
4 1 (2.44%) Management Information System
Operating Systems
1 4 (9.76%) Unix
2 2 (4.88%) Linux
Processes & Methodologies
1 13 (31.71%) Bioinformatics
2 12 (29.27%) Analytics
3 9 (21.95%) Computational Biology
4 8 (19.51%) Data Science
5 7 (17.07%) Business Intelligence
6 6 (14.63%) Agile Software Development
6 6 (14.63%) DNA
6 6 (14.63%) Statistical Analysis
6 6 (14.63%) Statistics
6 6 (14.63%) Visualisation
7 5 (12.20%) Biology
7 5 (12.20%) CRM
7 5 (12.20%) Data Analytics
7 5 (12.20%) Data Modelling
8 4 (9.76%) Bayesian Methods
8 4 (9.76%) Collaborative Working
8 4 (9.76%) Data Entry
8 4 (9.76%) Data Strategy
8 4 (9.76%) Machine Learning
8 4 (9.76%) Project Management
Programming Languages
1 17 (41.46%) SQL
2 7 (17.07%) Python
3 4 (9.76%) C#
3 4 (9.76%) PHP
4 3 (7.32%) T-SQL
5 2 (4.88%) MATLAB
5 2 (4.88%) PL/SQL
5 2 (4.88%) R
6 1 (2.44%) Data Analysis Expressions (DAX)
Qualifications
1 10 (24.39%) Degree
2 7 (17.07%) PhD
3 4 (9.76%) Master's Degree
4 1 (2.44%) DBS Check
Quality Assurance & Compliance
1 7 (17.07%) Data Quality
2 5 (12.20%) QA
3 1 (2.44%) PMO
Vendors
1 6 (14.63%) Microsoft
2 5 (12.20%) SAP
3 3 (7.32%) Embarcadero
3 3 (7.32%) Tableau
4 2 (4.88%) Oracle
5 1 (2.44%) Cognos