Period
to 21 October 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 21 October 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
21 Oct 2018
Same period 2017 Same period 2016
Rank 58 71 74
Rank change year-on-year +13 +3 +13
Contract jobs citing Data Analysis 28 27 10
As % of all contract IT jobs advertised in Cambridgeshire 2.35% 1.97% 0.90%
As % of the Processes & Methodologies category 2.73% 2.37% 1.08%
Number of daily rates quoted 13 23 7
Cambridgeshire median daily rate £425 £375 £475
Median daily rate % change year-on-year +13.33% -21.05% +48.44%
10th Percentile £406 £235 £234
90th Percentile £494 £498 £503
East of England median daily rate £425 £400 £324
% change year-on-year +6.25% +23.65% -13.73%
Number of hourly rates quoted 5 1 1
Cambridgeshire median hourly rate £17.38 £16.06 £12.27
Median hourly rate % change year-on-year +8.19% +30.89% -15.38%
10th Percentile £10.05 £15.53 £11.64
90th Percentile £23.00 £16.59 £12.91
East of England median hourly rate £23.00 £30.52 £32.40
% change year-on-year -24.63% -5.82% +24.62%

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 1,025 1,140 922
As % of all contract IT jobs advertised in Cambridgeshire 86.06% 83.21% 83.06%
Number of daily rates quoted 544 582 458
Cambridgeshire median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% +6.67%
10th Percentile £264 £215 £238
90th Percentile £588 £549 £538
East of England median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +3.23%
Number of hourly rates quoted 89 111 84
Cambridgeshire median hourly rate £19.25 £37.50 £36.00
Median hourly rate % change year-on-year -48.67% +4.17% +100.00%
10th Percentile £11.50 £13.00 £13.58
90th Percentile £49.00 £49.75 £46.98
East of England median hourly rate £17.50 £30.00 £27.25
% change year-on-year -41.67% +10.09% +12.80%

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 21 October 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 21 October 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 -6 17 £425 +1.19% 4
Peterborough +4 1 £425 +41.67%
Data Analysis
East of England

For the 6 months to 21 October 2018, 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 8 (28.57%) Finance
2 7 (25.00%) DNS
3 6 (21.43%) Project Management
4 5 (17.86%) VPN
4 5 (17.86%) LAN
4 5 (17.86%) SQL
4 5 (17.86%) Open Source
4 5 (17.86%) Root Cause Analysis
4 5 (17.86%) Cybersecurity
4 5 (17.86%) Elasticsearch
4 5 (17.86%) Big Data
4 5 (17.86%) Kibana
4 5 (17.86%) API Integration
5 4 (14.29%) Data Quality
5 4 (14.29%) Data Encryption
5 4 (14.29%) Line Management
5 4 (14.29%) Microservices
5 4 (14.29%) R
5 4 (14.29%) User Acceptance Testing
5 4 (14.29%) Bioinformatics
5 4 (14.29%) JIRA
5 4 (14.29%) Oracle
5 4 (14.29%) Python
5 4 (14.29%) MS Visio
5 4 (14.29%) Hyperion
6 3 (10.71%) DRM
6 3 (10.71%) Regression Testing
6 3 (10.71%) Disaster Recovery
6 3 (10.71%) Validation
6 3 (10.71%) Migration

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 5 (17.86%) Elasticsearch
2 2 (7.14%) Confluence
3 1 (3.57%) Amazon Alexa
3 1 (3.57%) Apache Spark
3 1 (3.57%) OpenStack
3 1 (3.57%) SharePoint
Applications
1 4 (14.29%) MS Visio
2 3 (10.71%) Microsoft Office
3 2 (7.14%) Microsoft Excel
4 1 (3.57%) Microsoft PowerPoint
4 1 (3.57%) Microsoft Project
Business Applications
1 3 (10.71%) HFM
2 1 (3.57%) SAP HR
2 1 (3.57%) SAP MDG
Cloud Services
1 3 (10.71%) SuccessFactors
2 1 (3.57%) Amazon AWS
2 1 (3.57%) GitHub
Communications & Networking
1 7 (25.00%) DNS
2 5 (17.86%) LAN
2 5 (17.86%) VPN
3 2 (7.14%) SSL
Database & Business Intelligence
1 5 (17.86%) Big Data
2 2 (7.14%) SQL Server
2 2 (7.14%) SQL Server Reporting Services
3 1 (3.57%) Amazon Aurora
3 1 (3.57%) Amazon Redshift
3 1 (3.57%) Apache Cassandra
3 1 (3.57%) Flink
3 1 (3.57%) Hadoop
3 1 (3.57%) MS Access
3 1 (3.57%) NoSQL
3 1 (3.57%) SAP Data Services
3 1 (3.57%) Scylla
3 1 (3.57%) SQL Server Integration Services
Development Applications
1 4 (14.29%) JIRA
2 1 (3.57%) Atlassian Bamboo
2 1 (3.57%) Jenkins
2 1 (3.57%) LSMW
2 1 (3.57%) TeamCity
2 1 (3.57%) Vagrant
General
1 8 (28.57%) Finance
2 2 (7.14%) Law
2 2 (7.14%) Legal
3 1 (3.57%) Automotive
3 1 (3.57%) French Language
3 1 (3.57%) Manufacturing
3 1 (3.57%) Pharmaceutical
3 1 (3.57%) Publishing
Job Titles
1 12 (42.86%) Analyst
2 6 (21.43%) Data Analyst
3 5 (17.86%) Consultant
3 5 (17.86%) Technical Leader
4 4 (14.29%) Security Consultant
5 3 (10.71%) Cybersecurity Consultant
5 3 (10.71%) Test Leader
6 2 (7.14%) Administrator
6 2 (7.14%) Data Modeller
6 2 (7.14%) Information Analyst
6 2 (7.14%) Lead Security Consultant
6 2 (7.14%) Security Technical Consultant
6 2 (7.14%) Technical Consultant
6 2 (7.14%) Technical Security Consultant
7 1 (3.57%) Business Analyst
7 1 (3.57%) Information Security Consultant
7 1 (3.57%) Migration Consultant
7 1 (3.57%) Operations Analyst
7 1 (3.57%) SAP Consultant
7 1 (3.57%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1 (3.57%) AngularJS
1 1 (3.57%) Django
1 1 (3.57%) Flask
1 1 (3.57%) React
1 1 (3.57%) XML
Miscellaneous
1 3 (10.71%) Self-Motivation
2 2 (7.14%) Analytical Skills
2 2 (7.14%) Clustering
2 2 (7.14%) Computer Science
2 2 (7.14%) Data Structures
2 2 (7.14%) Management Information System
3 1 (3.57%) NHS
3 1 (3.57%) Taxonomies
3 1 (3.57%) Virtual Team
Operating Systems
1 2 (7.14%) Unix
2 1 (3.57%) Linux
2 1 (3.57%) Windows
Processes & Methodologies
1 6 (21.43%) Project Management
2 5 (17.86%) API Integration
2 5 (17.86%) Cybersecurity
2 5 (17.86%) Open Source
2 5 (17.86%) Root Cause Analysis
3 4 (14.29%) Bioinformatics
3 4 (14.29%) Data Encryption
3 4 (14.29%) Line Management
3 4 (14.29%) Microservices
3 4 (14.29%) User Acceptance Testing
4 3 (10.71%) Data Migration
4 3 (10.71%) Data Visualisation
4 3 (10.71%) DRM
4 3 (10.71%) Informatics
4 3 (10.71%) Integration Testing
4 3 (10.71%) Regression Testing
4 3 (10.71%) Resource Management
4 3 (10.71%) Test Management
4 3 (10.71%) Test Scripting
4 3 (10.71%) Visualisation
Programming Languages
1 5 (17.86%) SQL
2 4 (14.29%) Python
2 4 (14.29%) R
3 3 (10.71%) Perl
4 2 (7.14%) Java
4 2 (7.14%) JavaScript
4 2 (7.14%) T-SQL
5 1 (3.57%) C
5 1 (3.57%) C#
5 1 (3.57%) C++
5 1 (3.57%) Fortran
5 1 (3.57%) Go
5 1 (3.57%) PL/SQL
5 1 (3.57%) PowerShell
5 1 (3.57%) Scala
Qualifications
1 2 (7.14%) Degree
1 2 (7.14%) PhD
2 1 (3.57%) Computer Science Degree
Quality Assurance & Compliance
1 4 (14.29%) Data Quality
System Software
1 1 (3.57%) Docker
Systems Management
1 5 (17.86%) Kibana
2 1 (3.57%) Kubernetes
2 1 (3.57%) Mesos
2 1 (3.57%) Symantec Endpoint Protection
Vendors
1 4 (14.29%) Hyperion
1 4 (14.29%) Oracle
2 3 (10.71%) SAP
2 3 (10.71%) Tableau
3 2 (7.14%) Atlassian
3 2 (7.14%) Microsoft
4 1 (3.57%) Alteryx
4 1 (3.57%) Cisco
4 1 (3.57%) HP
4 1 (3.57%) Symantec
4 1 (3.57%) Talend