Period
to 18 January 2018

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 18 January 2018 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
18 Jan 2018
Same period 2017 Same period 2016
Rank 69 67 69
Rank change year-on-year -2 +2 -2
Contract jobs citing Data Analysis 26 11 23
As % of all contract IT jobs advertised in Cambridgeshire 1.99% 1.03% 1.71%
As % of the Processes & Methodologies category 2.32% 1.27% 2.16%
Number of daily rates quoted 20 9 13
Cambridgeshire median daily rate £381 £475 £388
Median daily rate % change year-on-year -19.74% +22.58% +55.00%
10th Percentile £227 £214 £190
90th Percentile £483 £675 £438
East of England median daily rate £394 £300 £388
% change year-on-year +31.25% -22.58% +5.44%
Number of hourly rates quoted 2 1 2
Cambridgeshire median hourly rate £19.50 £12.27 £14.50
Median hourly rate % change year-on-year +58.92% -15.38% -
10th Percentile £17.25 £11.64 £13.75
90th Percentile £21.75 £12.91 £15.25
East of England median hourly rate £19.50 £40.00 £26.00
% change year-on-year -51.25% +53.85% -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 1,123 864 1,066
As % of all contract IT jobs advertised in Cambridgeshire 85.86% 80.90% 79.08%
Number of daily rates quoted 558 372 625
Cambridgeshire median daily rate £388 £375 £388
Median daily rate % change year-on-year +3.33% -3.23% +3.33%
10th Percentile £255 £213 £257
90th Percentile £563 £538 £550
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +1.91%
Number of hourly rates quoted 101 101 84
Cambridgeshire median hourly rate £40.00 £34.50 £35.00
Median hourly rate % change year-on-year +15.94% -1.43% +16.67%
10th Percentile £11.80 £13.50 £11.50
90th Percentile £49.75 £47.50 £56.00
East of England median hourly rate £33.33 £33.00 £29.75
% change year-on-year +1.00% +10.92% +19.00%

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 18 January 2018.

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 18 January 2018. 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 +3 16 £388 -26.19% 8
Peterborough -9 6 £326 -31.47%
Data Analysis
East of England

For the 6 months to 18 January 2018, 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 12 (46.15%) SQL
2 9 (34.62%) Finance
3 7 (26.92%) Python
3 7 (26.92%) Microsoft Excel
4 6 (23.08%) Linux
4 6 (23.08%) JSON
4 6 (23.08%) Analytical Skills
5 5 (19.23%) Data Quality
5 5 (19.23%) Migration
5 5 (19.23%) ETL
6 4 (15.38%) Perl
7 3 (11.54%) C
7 3 (11.54%) C++
7 3 (11.54%) SAP
7 3 (11.54%) XML
7 3 (11.54%) XML Schema
7 3 (11.54%) Publishing
7 3 (11.54%) Agile Software Development
7 3 (11.54%) SciPy
7 3 (11.54%) NumPy
7 3 (11.54%) Apache Spark
7 3 (11.54%) Amazon Redshift
7 3 (11.54%) Amazon AWS
7 3 (11.54%) Bash Shell
7 3 (11.54%) Git (software)
7 3 (11.54%) Qt
7 3 (11.54%) Mercurial
7 3 (11.54%) Scala
7 3 (11.54%) Hadoop
7 3 (11.54%) Multithreading

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 (11.54%) Apache Spark
Applications
1 7 (26.92%) Microsoft Excel
2 2 (7.69%) Spreadsheet
3 1 (3.85%) Microsoft Office
Business Applications
1 2 (7.69%) ResourceLink
2 1 (3.85%) iTrent
2 1 (3.85%) Oracle ERP
Cloud Services
1 3 (11.54%) Amazon AWS
Communications & Networking
1 2 (7.69%) SMS
Database & Business Intelligence
1 3 (11.54%) Amazon Redshift
1 3 (11.54%) Hadoop
2 2 (7.69%) Big Data
2 2 (7.69%) Relational Database
3 1 (3.85%) SQL Server
Development Applications
1 3 (11.54%) Git (software)
1 3 (11.54%) Mercurial
General
1 9 (34.62%) Finance
2 3 (11.54%) Publishing
3 2 (7.69%) Manufacturing
3 2 (7.69%) Pharmaceutical
4 1 (3.85%) Banking
Job Titles
1 16 (61.54%) Analyst
2 13 (50.00%) Data Analyst
3 9 (34.62%) Developer
4 3 (11.54%) AWS Developer
4 3 (11.54%) Data Integration Developer
4 3 (11.54%) Integration Developer
4 3 (11.54%) Linux Developer
4 3 (11.54%) Python Developer
4 3 (11.54%) Senior Analyst
4 3 (11.54%) SQL Developer
5 2 (7.69%) Big Data Analyst
5 2 (7.69%) Big Data Developer
5 2 (7.69%) ETL Analyst
5 2 (7.69%) ETL Developer
5 2 (7.69%) Hadoop Developer
5 2 (7.69%) SAP Analyst
5 2 (7.69%) SAP Data Analyst
5 2 (7.69%) Senior Data Analyst
5 2 (7.69%) SQL Analyst
5 2 (7.69%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (23.08%) JSON
2 3 (11.54%) NumPy
2 3 (11.54%) Qt
2 3 (11.54%) SciPy
2 3 (11.54%) XML
2 3 (11.54%) XML Schema
3 1 (3.85%) Visualforce
Miscellaneous
1 6 (23.08%) Analytical Skills
2 2 (7.69%) CAN bus
2 2 (7.69%) Greenfield Project
3 1 (3.85%) Computer Science
3 1 (3.85%) Data Centre
3 1 (3.85%) Life Science
Operating Systems
1 6 (23.08%) Linux
Processes & Methodologies
1 5 (19.23%) ETL
1 5 (19.23%) Migration
2 3 (11.54%) Agile Software Development
2 3 (11.54%) Data Integration
2 3 (11.54%) Data Mapping
2 3 (11.54%) Multithreading
3 2 (7.69%) Asynchronous Programming
3 2 (7.69%) Cybernetics
3 2 (7.69%) Data Engineering
3 2 (7.69%) Data Migration
3 2 (7.69%) Data Validation
3 2 (7.69%) Financial Modelling
3 2 (7.69%) Project Management
3 2 (7.69%) Signal Processing
3 2 (7.69%) Statistics
3 2 (7.69%) Validation
3 2 (7.69%) Visualisation
4 1 (3.85%) Disaster Recovery
4 1 (3.85%) ERP
4 1 (3.85%) Workflow
Programming Languages
1 12 (46.15%) SQL
2 7 (26.92%) Python
3 4 (15.38%) Perl
4 3 (11.54%) Bash Shell
4 3 (11.54%) C
4 3 (11.54%) C++
4 3 (11.54%) Scala
5 2 (7.69%) Cython
5 2 (7.69%) VBA
6 1 (3.85%) Apex Code
6 1 (3.85%) Java
Qualifications
1 1 (3.85%) Computer Science Degree
1 1 (3.85%) Degree
1 1 (3.85%) PhD
Quality Assurance & Compliance
1 5 (19.23%) Data Quality
Vendors
1 3 (11.54%) SAP
2 2 (7.69%) Cognos
2 2 (7.69%) Oracle
3 1 (3.85%) Microsoft
3 1 (3.85%) Salesforce.com