Period
to 15 October 2018

The following table provides summary statistics for contract job vacancies advertised in Cambridge 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 15 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
Cambridgeshire > Cambridge
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 52 45 51
Rank change year-on-year -7 +6 +25
Contract jobs citing Data Analysis 17 15 6
As % of all contract IT jobs advertised in Cambridge 2.25% 2.27% 0.94%
As % of the Processes & Methodologies category 2.60% 2.74% 1.11%
Number of daily rates quoted 8 13 3
Cambridge median daily rate £425 £420 £340
Median daily rate % change year-on-year +1.19% +23.53% +6.25%
10th Percentile £409 £241 £236
90th Percentile £512 £500 £488
Cambridgeshire median daily rate £425 £375 £475
% change year-on-year +13.33% -21.05% +48.44%
Number of hourly rates quoted 4 0 1
Cambridge median hourly rate £17.50 - £12.27
10th Percentile £9.98 - £11.64
90th Percentile £23.00 - £12.91
Cambridgeshire median hourly rate £17.38 £16.06 £12.27
% change year-on-year +8.19% +30.89% -15.38%

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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Contract vacancies with a requirement for process or methodology skills 655 548 540
As % of all contract IT jobs advertised in Cambridge 86.87% 83.03% 84.77%
Number of daily rates quoted 369 298 292
Cambridge median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% +6.67%
10th Percentile £283 £211 £275
90th Percentile £580 £575 £525
Cambridgeshire median daily rate £425 £375 £400
% change year-on-year +13.33% -6.25% +6.67%
Number of hourly rates quoted 59 77 53
Cambridge median hourly rate £42.50 £40.00 £37.50
Median hourly rate % change year-on-year +6.25% +6.67% -3.85%
10th Percentile £17.50 £17.50 £14.63
90th Percentile £51.70 £50.35 £59.75
Cambridgeshire median hourly rate £18.88 £37.50 £35.00
% change year-on-year -49.67% +7.14% +94.44%

Data Analysis
Job Vacancy Trend in Cambridge

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Data Analysis in Cambridge

Data Analysis
Contractor Daily Rate Trend in Cambridge

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

Contractor daily rate trend for Data Analysis in Cambridge

Data Analysis
Contractor Daily Rate Histogram in Cambridge

The daily rate distribution of IT jobs citing Data Analysis in Cambridge over the 6 months to 15 October 2018.

Contractor daily rate histogram for Data Analysis in Cambridge

Data Analysis
Contractor Hourly Rate Trend in Cambridge

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Analysis in Cambridge.

Contractor hourly rate trend for Data Analysis in Cambridge

For the 6 months to 15 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 Cambridge region with a requirement for Data Analysis.

1 4 (23.53%) Bioinformatics
1 4 (23.53%) JIRA
1 4 (23.53%) Project Management
1 4 (23.53%) MS Visio
2 3 (17.65%) ERP
2 3 (17.65%) Perl
2 3 (17.65%) SQL
2 3 (17.65%) SAP
2 3 (17.65%) Python
2 3 (17.65%) Validation
2 3 (17.65%) Migration
2 3 (17.65%) Data Migration
2 3 (17.65%) Data Quality
2 3 (17.65%) Root Cause Analysis
2 3 (17.65%) R
2 3 (17.65%) Analytics
2 3 (17.65%) SuccessFactors
2 3 (17.65%) Data Science
2 3 (17.65%) Self-Motivation
3 2 (11.76%) Problem-Solving
3 2 (11.76%) Scorecard
3 2 (11.76%) Computational Biology
3 2 (11.76%) Reproducible Research
3 2 (11.76%) Analytical Skills
3 2 (11.76%) Data Engineering
3 2 (11.76%) Visualisation
3 2 (11.76%) Data Visualisation
3 2 (11.76%) Tableau
3 2 (11.76%) Process Improvement
3 2 (11.76%) Atlassian

Data Analysis
Co-occurring IT Skills in Cambridge 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 2 (11.76%) Confluence
2 1 (5.88%) Amazon Alexa
2 1 (5.88%) Apache Spark
2 1 (5.88%) OpenStack
2 1 (5.88%) SharePoint
Applications
1 4 (23.53%) MS Visio
2 2 (11.76%) Microsoft Office
3 1 (5.88%) Microsoft Excel
3 1 (5.88%) Microsoft PowerPoint
3 1 (5.88%) Microsoft Project
Business Applications
1 1 (5.88%) HFM
1 1 (5.88%) SAP HR
1 1 (5.88%) SAP MDG
Cloud Services
1 3 (17.65%) SuccessFactors
2 1 (5.88%) Amazon AWS
2 1 (5.88%) GitHub
Communications & Networking
1 1 (5.88%) DNS
1 1 (5.88%) SSL
Database & Business Intelligence
1 1 (5.88%) Amazon Aurora
1 1 (5.88%) Amazon Redshift
1 1 (5.88%) Apache Cassandra
1 1 (5.88%) Flink
1 1 (5.88%) Hadoop
1 1 (5.88%) NoSQL
1 1 (5.88%) SAP Data Services
1 1 (5.88%) Scylla
1 1 (5.88%) SQL Server
1 1 (5.88%) SQL Server Reporting Services
Development Applications
1 4 (23.53%) JIRA
2 1 (5.88%) Atlassian Bamboo
2 1 (5.88%) Jenkins
2 1 (5.88%) LSMW
2 1 (5.88%) TeamCity
2 1 (5.88%) Vagrant
General
1 2 (11.76%) Finance
1 2 (11.76%) Law
2 1 (5.88%) French Language
2 1 (5.88%) Legal
2 1 (5.88%) Manufacturing
2 1 (5.88%) Pharmaceutical
2 1 (5.88%) Publishing
Job Titles
1 10 (58.82%) Analyst
2 5 (29.41%) Data Analyst
3 1 (5.88%) Administrator
3 1 (5.88%) Business Analyst
3 1 (5.88%) Consultant
3 1 (5.88%) Data Consultant
3 1 (5.88%) Data Engineer
3 1 (5.88%) Data Modeller
3 1 (5.88%) Information Analyst
3 1 (5.88%) IT Engineer
3 1 (5.88%) Migration Consultant
3 1 (5.88%) Operations Analyst
3 1 (5.88%) SAP Analyst
3 1 (5.88%) SAP Consultant
3 1 (5.88%) SAP Data Analyst
3 1 (5.88%) SAP Data Consultant
3 1 (5.88%) SAP Data Migration Consultant
3 1 (5.88%) SAP Migration Consultant
3 1 (5.88%) Senior Analyst
3 1 (5.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (5.88%) AngularJS
1 1 (5.88%) Django
1 1 (5.88%) Flask
1 1 (5.88%) React
1 1 (5.88%) XML
Miscellaneous
1 3 (17.65%) Self-Motivation
2 2 (11.76%) Analytical Skills
2 2 (11.76%) Clustering
2 2 (11.76%) Computer Science
3 1 (5.88%) Data Structures
3 1 (5.88%) Management Information System
3 1 (5.88%) Taxonomies
3 1 (5.88%) Virtual Team
Operating Systems
1 2 (11.76%) Unix
2 1 (5.88%) Linux
Processes & Methodologies
1 4 (23.53%) Bioinformatics
1 4 (23.53%) Project Management
2 3 (17.65%) Analytics
2 3 (17.65%) Data Migration
2 3 (17.65%) Data Science
2 3 (17.65%) ERP
2 3 (17.65%) Migration
2 3 (17.65%) Root Cause Analysis
2 3 (17.65%) Validation
3 2 (11.76%) Biology
3 2 (11.76%) Computational Biology
3 2 (11.76%) Data Engineering
3 2 (11.76%) Data Visualisation
3 2 (11.76%) Informatics
3 2 (11.76%) Problem-Solving
3 2 (11.76%) Process Improvement
3 2 (11.76%) Reproducible Research
3 2 (11.76%) Scorecard
3 2 (11.76%) User Acceptance Testing
3 2 (11.76%) Visualisation
Programming Languages
1 3 (17.65%) Perl
1 3 (17.65%) Python
1 3 (17.65%) R
1 3 (17.65%) SQL
2 2 (11.76%) Java
2 2 (11.76%) JavaScript
3 1 (5.88%) C
3 1 (5.88%) C#
3 1 (5.88%) C++
3 1 (5.88%) Fortran
3 1 (5.88%) Go
3 1 (5.88%) PL/SQL
3 1 (5.88%) Scala
3 1 (5.88%) T-SQL
Qualifications
1 2 (11.76%) Degree
1 2 (11.76%) PhD
2 1 (5.88%) Computer Science Degree
Quality Assurance & Compliance
1 3 (17.65%) Data Quality
System Software
1 1 (5.88%) Docker
Systems Management
1 1 (5.88%) Kubernetes
1 1 (5.88%) Mesos
Vendors
1 3 (17.65%) SAP
2 2 (11.76%) Atlassian
2 2 (11.76%) Hyperion
2 2 (11.76%) Oracle
2 2 (11.76%) Tableau
3 1 (5.88%) Microsoft
3 1 (5.88%) Talend