Period
to 20 November 2018

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analytics over the 6 months to 20 November 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 Analytics
East of England > Cambridgeshire
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 73 94 76
Rank change year-on-year +21 -18 +14
Contract jobs citing Data Analytics 7 4 5
As % of all contract IT jobs advertised in Cambridgeshire 0.59% 0.28% 0.45%
As % of the Processes & Methodologies category 0.70% 0.34% 0.54%
Number of daily rates quoted 3 2 4
Cambridgeshire median daily rate £575 £466 £594
Median daily rate % change year-on-year +23.32% -21.47% +24.67%
10th Percentile £563 £403 £492
90th Percentile £588 £526 £636
East of England median daily rate £550 £500 £350
% change year-on-year +10.00% +42.86% -23.50%
Number of hourly rates quoted 0 0 0
Cambridgeshire median hourly rate - - -
East of England median hourly rate - - £45.25

Data Analytics 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 1,005 1,194 925
As % of all contract IT jobs advertised in Cambridgeshire 85.24% 84.26% 83.48%
Number of daily rates quoted 524 599 438
Cambridgeshire median daily rate £425 £375 £375
Median daily rate % change year-on-year +13.33% - -2.60%
10th Percentile £264 £225 £213
90th Percentile £588 £538 £550
East of England median daily rate £438 £423 £400
% change year-on-year +3.55% +5.63% -
Number of hourly rates quoted 83 118 88
Cambridgeshire median hourly rate £23.00 £39.00 £37.50
Median hourly rate % change year-on-year -41.03% +4.00% +108.33%
10th Percentile £13.00 £12.03 £13.20
90th Percentile £48.75 £50.20 £47.50
East of England median hourly rate £17.84 £30.00 £31.00
% change year-on-year -40.53% -3.23% +30.53%

Data Analytics
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Analytics in Cambridgeshire

Data Analytics
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Data Analytics in Cambridgeshire

Data Analytics
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 Analytics within the Cambridgeshire region over the 6 months to 20 November 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 +2 4 £575 +41.10% 7
Data Analytics
East of England

For the 6 months to 20 November 2018, IT contractor jobs citing Data Analytics 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 Analytics.

1 7 (100.00%) Analytics
2 6 (85.71%) Amazon EMR
2 6 (85.71%) Amazon Redshift
2 6 (85.71%) Apache Spark
2 6 (85.71%) Amazon Aurora
2 6 (85.71%) MySQL
2 6 (85.71%) Visualisation
2 6 (85.71%) Amazon S3
2 6 (85.71%) Amazon AWS
2 6 (85.71%) Apache Hive
3 5 (71.43%) MicroStrategy
4 4 (57.14%) Finance
4 4 (57.14%) Hadoop
4 4 (57.14%) Big Data
4 4 (57.14%) MapReduce
5 3 (42.86%) Analytical Skills
5 3 (42.86%) ETL
6 2 (28.57%) PostgreSQL
6 2 (28.57%) Amazon SQS
6 2 (28.57%) Agile Software Development
7 1 (14.29%) Statistics
7 1 (14.29%) Oracle BI EE
7 1 (14.29%) Process Improvement
7 1 (14.29%) Kalman Filter
7 1 (14.29%) Data Visualisation
7 1 (14.29%) SPSS
7 1 (14.29%) SAS
7 1 (14.29%) BusinessObjects
7 1 (14.29%) JavaScript
7 1 (14.29%) SQL

Data Analytics
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 6 (85.71%) Apache Spark
2 1 (14.29%) SAS
Applications
1 1 (14.29%) SPSS
Cloud Services
1 6 (85.71%) Amazon AWS
1 6 (85.71%) Amazon EMR
1 6 (85.71%) Amazon S3
2 2 (28.57%) Amazon SQS
Database & Business Intelligence
1 6 (85.71%) Amazon Aurora
1 6 (85.71%) Amazon Redshift
1 6 (85.71%) Apache Hive
1 6 (85.71%) MySQL
2 4 (57.14%) Big Data
2 4 (57.14%) Hadoop
3 2 (28.57%) PostgreSQL
4 1 (14.29%) BusinessObjects
4 1 (14.29%) Data Mining
4 1 (14.29%) Oracle BI EE
General
1 4 (57.14%) Finance
Job Titles
1 6 (85.71%) Data Analytics Engineer
1 6 (85.71%) Data Engineer
2 3 (42.86%) AWS Engineer
3 1 (14.29%) Analyst
3 1 (14.29%) Data Analyst
Libraries, Frameworks & Software Standards
1 1 (14.29%) XML
Miscellaneous
1 3 (42.86%) Analytical Skills
Processes & Methodologies
1 7 (100.00%) Analytics
2 6 (85.71%) Visualisation
3 4 (57.14%) MapReduce
4 3 (42.86%) ETL
5 2 (28.57%) Agile Software Development
6 1 (14.29%) Data Modelling
6 1 (14.29%) Data Visualisation
6 1 (14.29%) Kalman Filter
6 1 (14.29%) Process Improvement
6 1 (14.29%) Statistics
Programming Languages
1 1 (14.29%) JavaScript
1 1 (14.29%) SQL
Vendors
1 5 (71.43%) MicroStrategy