Period
to 19 November 2017

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 19 November 2017 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
19 Nov 2017
Same period 2016 Same period 2015
Rank 67 69 89
Rank change year-on-year +2 +20 -8
Contract jobs citing Data Analysis 29 13 21
As % of all contract IT jobs advertised in Cambridgeshire 2.07% 1.16% 1.32%
As % of the Processes & Methodologies category 2.49% 1.42% 1.66%
Number of daily rates quoted 24 10 7
Cambridgeshire median daily rate £388 £475 £388
Median daily rate % change year-on-year -18.42% +22.58% +55.00%
10th Percentile £275 £215 £286
90th Percentile £496 £675 £438
East of England median daily rate £400 £300 £388
% change year-on-year +33.33% -22.58% -3.13%
Number of hourly rates quoted 1 1 2
Cambridgeshire median hourly rate £16.06 £12.27 £14.50
Median hourly rate % change year-on-year +30.89% -15.38% -
10th Percentile £15.53 £11.64 £13.75
90th Percentile £16.59 £12.91 £15.25
East of England median hourly rate £31.03 £33.70 £26.00
% change year-on-year -7.92% +29.62% -13.33%

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 1166 917 1266
As % of all contract IT jobs advertised in Cambridgeshire 83.29% 81.80% 79.37%
Number of daily rates quoted 585 440 755
Cambridgeshire median daily rate £375 £388 £385
Median daily rate % change year-on-year -3.23% +0.65% +6.21%
10th Percentile £230 £215 £263
90th Percentile £542 £550 £538
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 117 87 85
Cambridgeshire median hourly rate £39.00 £37.50 £17.50
Median hourly rate % change year-on-year +4.00% +114.29% -36.36%
10th Percentile £11.95 £13.65 £11.50
90th Percentile £49.75 £47.50 £50.75
East of England median hourly rate £31.03 £31.48 £25.00
% change year-on-year -1.41% +25.90% +3.65%

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 19 November 2017.

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 19 November 2017. 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 +5 17 £420 -2.89% 4
Peterborough -9 5 £326 -31.47%
Huntingdon - 1 £280 -
Data Analysis
East of England

For the 6 months to 19 November 2017, IT contractor jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridgeshire region with a requirement for Data Analysis.

1 13 (44.83%) SQL
2 8 (27.59%) Python
3 7 (24.14%) Linux
3 7 (24.14%) Agile Software Development
4 6 (20.69%) Finance
4 6 (20.69%) JSON
5 5 (17.24%) Project Management
5 5 (17.24%) Pharmaceutical
5 5 (17.24%) Microsoft Excel
5 5 (17.24%) ETL
5 5 (17.24%) Data Quality
6 4 (13.79%) SciPy
6 4 (13.79%) NumPy
6 4 (13.79%) Git (software)
6 4 (13.79%) Qt
6 4 (13.79%) Mercurial
6 4 (13.79%) Multithreading
6 4 (13.79%) Analytical Skills
6 4 (13.79%) C
6 4 (13.79%) C++
6 4 (13.79%) Perl
7 3 (10.34%) Statistics
7 3 (10.34%) ITIL Certification
7 3 (10.34%) Publishing
7 3 (10.34%) XML
7 3 (10.34%) ITIL
7 3 (10.34%) XML Schema
7 3 (10.34%) Apache Spark
7 3 (10.34%) Relational Database
7 3 (10.34%) Amazon Redshift

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 3 (10.34%) Apache Spark
Applications
1 5 (17.24%) Microsoft Excel
2 1 (3.45%) Microsoft Office
2 1 (3.45%) Spreadsheet
Business Applications
1 1 (3.45%) iTrent
1 1 (3.45%) Oracle ERP
1 1 (3.45%) ResourceLink
Cloud Services
1 3 (10.34%) Amazon AWS
Database & Business Intelligence
1 3 (10.34%) Amazon Redshift
1 3 (10.34%) Hadoop
1 3 (10.34%) Relational Database
2 2 (6.90%) Big Data
2 2 (6.90%) SQL Server
3 1 (3.45%) BusinessObjects
3 1 (3.45%) Microsoft Analysis Services
3 1 (3.45%) SQL Server Analysis Services
3 1 (3.45%) SQL Server Reporting Services
Development Applications
1 4 (13.79%) Git (software)
1 4 (13.79%) Mercurial
General
1 6 (20.69%) Finance
2 5 (17.24%) Pharmaceutical
3 3 (10.34%) Publishing
4 1 (3.45%) Banking
4 1 (3.45%) Manufacturing
Job Titles
1 14 (48.28%) Analyst
2 11 (37.93%) Data Analyst
2 11 (37.93%) Developer
3 4 (13.79%) Python Developer
4 3 (10.34%) AWS Developer
4 3 (10.34%) Data Integration Developer
4 3 (10.34%) Integration Developer
4 3 (10.34%) Linux Developer
4 3 (10.34%) Senior Analyst
4 3 (10.34%) Service Improvement Manager
4 3 (10.34%) Service Manager
4 3 (10.34%) SQL Developer
5 2 (6.90%) Big Data Analyst
5 2 (6.90%) Big Data Developer
5 2 (6.90%) ETL Analyst
5 2 (6.90%) ETL Developer
5 2 (6.90%) Hadoop Developer
5 2 (6.90%) Senior Data Analyst
5 2 (6.90%) SQL Analyst
5 2 (6.90%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (20.69%) JSON
2 4 (13.79%) NumPy
2 4 (13.79%) Qt
2 4 (13.79%) SciPy
3 3 (10.34%) XML
3 3 (10.34%) XML Schema
4 1 (3.45%) Visualforce
Miscellaneous
1 4 (13.79%) Analytical Skills
2 3 (10.34%) CAN bus
3 1 (3.45%) Computer Science
3 1 (3.45%) Data Centre
3 1 (3.45%) Life Science
Operating Systems
1 7 (24.14%) Linux
Processes & Methodologies
1 7 (24.14%) Agile Software Development
2 5 (17.24%) ETL
2 5 (17.24%) Project Management
3 4 (13.79%) Multithreading
4 3 (10.34%) Agile Project Management
4 3 (10.34%) Asynchronous Programming
4 3 (10.34%) Coaching
4 3 (10.34%) Cybernetics
4 3 (10.34%) Data Integration
4 3 (10.34%) ITIL
4 3 (10.34%) Signal Processing
4 3 (10.34%) Statistics
4 3 (10.34%) Visualisation
5 2 (6.90%) Business Analysis
5 2 (6.90%) Data Engineering
5 2 (6.90%) Migration
5 2 (6.90%) Systems Analysis
6 1 (3.45%) Data Flow Diagram
6 1 (3.45%) Data Privacy
6 1 (3.45%) Multithreaded Programming
Programming Languages
1 13 (44.83%) SQL
2 8 (27.59%) Python
3 4 (13.79%) C
3 4 (13.79%) C++
3 4 (13.79%) Perl
4 3 (10.34%) Bash Shell
4 3 (10.34%) Cython
4 3 (10.34%) Scala
5 1 (3.45%) Apex Code
5 1 (3.45%) Java
5 1 (3.45%) VBA
Qualifications
1 3 (10.34%) ITIL Certification
2 1 (3.45%) Computer Science Degree
2 1 (3.45%) Degree
2 1 (3.45%) PhD
Quality Assurance & Compliance
1 5 (17.24%) Data Quality
2 1 (3.45%) GDPR
Vendors
1 2 (6.90%) Oracle
2 1 (3.45%) Cognos
2 1 (3.45%) Microsoft
2 1 (3.45%) Salesforce.com