Period
to 19 July 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 19 July 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
19 Jul 2018
Same period 2017 Same period 2016
Rank 41 49 65
Rank change year-on-year +8 +16 -4
Contract jobs citing Data Analysis 15 13 7
As % of all contract IT jobs advertised in Cambridge 2.44% 2.07% 0.90%
As % of the Processes & Methodologies category 2.88% 2.46% 1.06%
Number of daily rates quoted 9 11 4
Cambridge median daily rate £475 £450 £419
Median daily rate % change year-on-year +5.56% +7.46% +52.27%
10th Percentile £303 £306 £380
90th Percentile £573 £500 £438
Cambridgeshire median daily rate £475 £313 £419
% change year-on-year +52.00% -25.37% +30.86%
Number of hourly rates quoted 2 1 0
Cambridge median hourly rate £11.25 £12.00 -
Median hourly rate % change year-on-year -6.25% - -
Cambridgeshire median hourly rate £11.25 £14.03 -
% change year-on-year -19.81% - -

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 520 529 661
As % of all contract IT jobs advertised in Cambridge 84.55% 84.24% 84.74%
Number of daily rates quoted 281 271 405
Cambridge median daily rate £425 £375 £413
Median daily rate % change year-on-year +13.48% -9.21% +10.00%
10th Percentile £280 £190 £278
90th Percentile £575 £513 £538
Cambridgeshire median daily rate £425 £375 £413
% change year-on-year +13.33% -9.09% +14.58%
Number of hourly rates quoted 41 86 46
Cambridge median hourly rate £36.25 £37.50 £37.50
Median hourly rate % change year-on-year -3.33% - +4.17%
10th Percentile £11.17 £12.50 £17.50
90th Percentile £50.00 £47.63 £50.63
Cambridgeshire median hourly rate £17.50 £30.00 £37.25
% change year-on-year -41.67% -19.46% +106.94%

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 19 July 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 19 July 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 5 (33.33%) Agile Software Development
1 5 (33.33%) JIRA
1 5 (33.33%) SAP
2 4 (26.67%) MS Visio
2 4 (26.67%) Project Management
2 4 (26.67%) Validation
2 4 (26.67%) Migration
2 4 (26.67%) Data Migration
2 4 (26.67%) Problem-Solving
3 3 (20.00%) ERP
3 3 (20.00%) Self-Motivation
3 3 (20.00%) Atlassian
3 3 (20.00%) Confluence
3 3 (20.00%) Data Quality
3 3 (20.00%) SuccessFactors
3 3 (20.00%) Analytical Skills
3 3 (20.00%) Data Management
3 3 (20.00%) Microsoft Excel
3 3 (20.00%) CRM
4 2 (13.33%) SQL
4 2 (13.33%) ETL
4 2 (13.33%) Requirements Management
4 2 (13.33%) Business Analysis
4 2 (13.33%) Root Cause Analysis
4 2 (13.33%) Data Validation
4 2 (13.33%) Data Mapping
4 2 (13.33%) Scorecard
4 2 (13.33%) Tableau
4 2 (13.33%) Process Improvement
4 2 (13.33%) Acceptance Criteria

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 3 (20.00%) Confluence
2 1 (6.67%) Amazon Alexa
2 1 (6.67%) SharePoint
Applications
1 4 (26.67%) MS Visio
2 3 (20.00%) Microsoft Excel
3 1 (6.67%) Microsoft Office
3 1 (6.67%) Microsoft PowerPoint
3 1 (6.67%) Microsoft Project
Business Applications
1 1 (6.67%) Dynamics CRM
1 1 (6.67%) SAP HR
1 1 (6.67%) SAP MDG
Cloud Services
1 3 (20.00%) SuccessFactors
2 1 (6.67%) Dynamics 365
Database & Business Intelligence
1 1 (6.67%) BusinessObjects
1 1 (6.67%) Data Warehouse
1 1 (6.67%) MySQL
1 1 (6.67%) Power BI
1 1 (6.67%) SAP Data Services
1 1 (6.67%) Snowflake Schema
1 1 (6.67%) SQL Server
1 1 (6.67%) SQL Server Reporting Services
Development Applications
1 5 (33.33%) JIRA
2 1 (6.67%) LSMW
General
1 1 (6.67%) Finance
1 1 (6.67%) French Language
1 1 (6.67%) Law
1 1 (6.67%) Manufacturing
1 1 (6.67%) Marketing
1 1 (6.67%) Pharmaceutical
1 1 (6.67%) Publishing
Job Titles
1 9 (60.00%) Analyst
2 6 (40.00%) Data Analyst
3 2 (13.33%) SAP Analyst
3 2 (13.33%) SAP Data Analyst
4 1 (6.67%) Business Analyst
4 1 (6.67%) Consultant
4 1 (6.67%) Data Migration Consultant
4 1 (6.67%) Data Modeller
4 1 (6.67%) Designer
4 1 (6.67%) Developer
4 1 (6.67%) IT Analyst
4 1 (6.67%) MicroStrategy Designer
4 1 (6.67%) Migration Consultant
4 1 (6.67%) PMO Specialist
4 1 (6.67%) Product Owner
4 1 (6.67%) Product Specialist
4 1 (6.67%) SAP Consultant
4 1 (6.67%) SAP Data Consultant
4 1 (6.67%) SAP Migration Consultant
4 1 (6.67%) Service Manager
Miscellaneous
1 3 (20.00%) Analytical Skills
1 3 (20.00%) Self-Motivation
2 1 (6.67%) Computer Science
2 1 (6.67%) Data Structures
2 1 (6.67%) Greenfield Project
2 1 (6.67%) Management Information System
2 1 (6.67%) Virtual Team
Operating Systems
1 1 (6.67%) Linux
1 1 (6.67%) Unix
Processes & Methodologies
1 5 (33.33%) Agile Software Development
2 4 (26.67%) Data Migration
2 4 (26.67%) Migration
2 4 (26.67%) Problem-Solving
2 4 (26.67%) Project Management
2 4 (26.67%) Validation
3 3 (20.00%) CRM
3 3 (20.00%) Data Management
3 3 (20.00%) ERP
4 2 (13.33%) Acceptance Criteria
4 2 (13.33%) Business Analysis
4 2 (13.33%) Data Mapping
4 2 (13.33%) Data Science
4 2 (13.33%) Data Validation
4 2 (13.33%) ETL
4 2 (13.33%) Process Improvement
4 2 (13.33%) Requirements Management
4 2 (13.33%) Root Cause Analysis
4 2 (13.33%) Scaled Agile Framework
4 2 (13.33%) Scorecard
Programming Languages
1 2 (13.33%) SQL
2 1 (6.67%) C
2 1 (6.67%) C++
2 1 (6.67%) Fortran
2 1 (6.67%) Perl
2 1 (6.67%) Python
2 1 (6.67%) R
2 1 (6.67%) VBA
Qualifications
1 1 (6.67%) Degree
1 1 (6.67%) ITIL Certification
1 1 (6.67%) PhD
Quality Assurance & Compliance
1 3 (20.00%) Data Quality
2 1 (6.67%) PMO
Vendors
1 5 (33.33%) SAP
2 3 (20.00%) Atlassian
3 2 (13.33%) Tableau
4 1 (6.67%) Microsoft
4 1 (6.67%) MicroStrategy