Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Statistics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Statistics over the 6 months to 23 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.

Statistics
East of England > Cambridgeshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 81 78 102
Rank change year-on-year -3 +24 -9
Contract jobs citing Statistics 16 4 4
As % of all contract IT jobs advertised in Cambridgeshire 1.12% 0.35% 0.26%
As % of the Processes & Methodologies category 1.34% 0.43% 0.32%
Number of daily rates quoted 7 1 3
Cambridgeshire median daily rate £425 £550 £380
Median daily rate % change year-on-year -22.73% +44.74% +21.60%
10th Percentile £309 £525 £336
90th Percentile £443 £575 £506
East of England median daily rate £425 £340 £350
% change year-on-year +25.00% -2.86% +16.67%
Number of hourly rates quoted 1 0 0
Cambridgeshire median hourly rate £34.50 - -
East of England median hourly rate £34.50 £14.73 £13.25
% change year-on-year +134.22% +11.17% -64.90%

Statistics 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 1190 925 1241
As % of all contract IT jobs advertised in Cambridgeshire 83.57% 82.00% 79.25%
Number of daily rates quoted 603 437 740
Cambridgeshire median daily rate £375 £388 £385
Median daily rate % change year-on-year -3.23% +0.65% +6.21%
10th Percentile £220 £213 £258
90th Percentile £538 £550 £538
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 115 95 82
Cambridgeshire median hourly rate £40.00 £37.50 £17.75
Median hourly rate % change year-on-year +6.67% +111.27% -35.45%
10th Percentile £11.80 £13.60 £11.50
90th Percentile £49.75 £47.50 £51.13
East of England median hourly rate £31.50 £31.95 £23.63
% change year-on-year -1.41% +35.24% -1.56%

Statistics
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Statistics in Cambridgeshire

Statistics
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Statistics in Cambridgeshire

Statistics
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Statistics in Cambridgeshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Statistics in Cambridgeshire

Statistics
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Statistics in Cambridgeshire

Statistics
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 Statistics within the Cambridgeshire region over the 6 months to 23 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 +4 8 £425 -22.73% 14
Peterborough - 5 £218 - 6
Statistics
East of England

For the 6 months to 23 November 2017, IT contractor jobs citing Statistics 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 Statistics.

1 14 (87.50%) Python
2 9 (56.25%) Mathematics
3 8 (50.00%) SQL
4 7 (43.75%) C
4 7 (43.75%) C++
4 7 (43.75%) Linux
4 7 (43.75%) Visualisation
4 7 (43.75%) R
5 6 (37.50%) Physics
5 6 (37.50%) Degree
6 5 (31.25%) NumPy
6 5 (31.25%) Machine Learning
7 4 (25.00%) Data Visualisation
7 4 (25.00%) Computer Science
8 3 (18.75%) Cybernetics
8 3 (18.75%) Multithreading
8 3 (18.75%) Git (software)
8 3 (18.75%) Qt
8 3 (18.75%) Mercurial
8 3 (18.75%) Software Engineering
8 3 (18.75%) Data Analysis
8 3 (18.75%) Windows
8 3 (18.75%) Electronics
8 3 (18.75%) Embedded C
8 3 (18.75%) Embedded C++
8 3 (18.75%) HTML
8 3 (18.75%) JavaScript
8 3 (18.75%) Perl
8 3 (18.75%) Signal Processing
8 3 (18.75%) SciPy

Statistics
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 1 (6.25%) Microsoft Office
Database & Business Intelligence
1 3 (18.75%) Relational Database
2 1 (6.25%) Data Mining
2 1 (6.25%) Hadoop
2 1 (6.25%) MySQL
2 1 (6.25%) SQL Server
Development Applications
1 3 (18.75%) Git (software)
1 3 (18.75%) Mercurial
2 2 (12.50%) Visual Studio
3 1 (6.25%) JIRA
General
1 3 (18.75%) Electronics
2 2 (12.50%) Pharmaceutical
3 1 (6.25%) Finance
3 1 (6.25%) Publishing
3 1 (6.25%) Retail
Job Titles
1 6 (37.50%) Data Scientist
2 5 (31.25%) Developer
3 3 (18.75%) C Software Engineer
3 3 (18.75%) C/C++ Embedded Software Engineer
3 3 (18.75%) C/C++ Software Engineer
3 3 (18.75%) C++ Software Engineer
3 3 (18.75%) Embedded C Engineer
3 3 (18.75%) Embedded C Software Engineer
3 3 (18.75%) Embedded C/C++ Engineer
3 3 (18.75%) Embedded C/C++ Software Engineer
3 3 (18.75%) Embedded C++ Engineer
3 3 (18.75%) Embedded C++ Software Engineer
3 3 (18.75%) Embedded Engineer
3 3 (18.75%) Embedded Software Engineer
3 3 (18.75%) Python Developer
3 3 (18.75%) Software Engineer
4 1 (6.25%) Junior
4 1 (6.25%) Junior Data Scientist
4 1 (6.25%) Senior Data Scientist
4 1 (6.25%) VB.NET Developer
Libraries, Frameworks & Software Standards
1 5 (31.25%) NumPy
2 3 (18.75%) HTML
2 3 (18.75%) Qt
2 3 (18.75%) SciPy
3 2 (12.50%) Keras
3 2 (12.50%) Natural Language Processing
3 2 (12.50%) Pandas
3 2 (12.50%) Regular Expression
3 2 (12.50%) scikit-learn
3 2 (12.50%) TensorFlow
3 2 (12.50%) Theano
3 2 (12.50%) XML
4 1 (6.25%) .NET
Miscellaneous
1 4 (25.00%) Computer Science
2 3 (18.75%) Analytical Skills
2 3 (18.75%) CAN bus
2 3 (18.75%) Embedded Systems
3 2 (12.50%) Algorithms
4 1 (6.25%) Management Information System
Operating Systems
1 7 (43.75%) Linux
2 3 (18.75%) Windows
3 1 (6.25%) Unix
Processes & Methodologies
1 9 (56.25%) Mathematics
2 7 (43.75%) Visualisation
3 6 (37.50%) Physics
4 5 (31.25%) Machine Learning
5 4 (25.00%) Data Visualisation
6 3 (18.75%) Asynchronous Programming
6 3 (18.75%) Cybernetics
6 3 (18.75%) Data Analysis
6 3 (18.75%) Full Text Search
6 3 (18.75%) Linux Kernel Development
6 3 (18.75%) Multithreading
6 3 (18.75%) Signal Processing
6 3 (18.75%) Software Engineering
6 3 (18.75%) Statistical Modelling
7 2 (12.50%) Agile Software Development
7 2 (12.50%) Cluster Analysis
7 2 (12.50%) Logistic Regression
7 2 (12.50%) Neural Network
7 2 (12.50%) Statistical Analysis
7 2 (12.50%) Validation
Programming Languages
1 14 (87.50%) Python
2 8 (50.00%) SQL
3 7 (43.75%) C
3 7 (43.75%) C++
3 7 (43.75%) R
4 3 (18.75%) Cython
4 3 (18.75%) Embedded C
4 3 (18.75%) Embedded C++
4 3 (18.75%) JavaScript
4 3 (18.75%) Perl
5 2 (12.50%) AWK
5 2 (12.50%) VB
6 1 (6.25%) VB.NET
Qualifications
1 6 (37.50%) Degree
2 1 (6.25%) Master's Degree
2 1 (6.25%) PhD
2 1 (6.25%) Postgraduate
Vendors
1 2 (12.50%) Alteryx
1 2 (12.50%) Tableau
2 1 (6.25%) Oracle
2 1 (6.25%) RapidMiner