Period
to 19 July 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 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
East of England > Cambridgeshire
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 59 57 83
Rank change year-on-year -2 +26 +5
Contract jobs citing Data Analysis 21 26 9
As % of all contract IT jobs advertised in Cambridgeshire 1.97% 2.18% 0.72%
As % of the Processes & Methodologies category 2.31% 2.65% 0.87%
Number of daily rates quoted 13 19 6
Cambridgeshire median daily rate £475 £313 £419
Median daily rate % change year-on-year +52.00% -25.37% +30.86%
10th Percentile £248 £227 £309
90th Percentile £556 £500 £463
East of England median daily rate £423 £350 £384
% change year-on-year +20.83% -8.79% +13.70%
Number of hourly rates quoted 2 2 0
Cambridgeshire median hourly rate £11.25 £14.03 -
Median hourly rate % change year-on-year -19.81% - -
East of England median hourly rate £31.03 £30.75 £32.20
% change year-on-year +0.91% -4.50% -0.92%

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 908 981 1,031
As % of all contract IT jobs advertised in Cambridgeshire 85.10% 82.30% 82.15%
Number of daily rates quoted 440 495 602
Cambridgeshire median daily rate £425 £375 £413
Median daily rate % change year-on-year +13.33% -9.09% +14.58%
10th Percentile £263 £200 £263
90th Percentile £575 £515 £538
East of England median daily rate £433 £425 £413
% change year-on-year +1.86% +3.03% +6.45%
Number of hourly rates quoted 94 121 68
Cambridgeshire median hourly rate £17.50 £30.00 £37.25
Median hourly rate % change year-on-year -41.67% -19.46% +106.94%
10th Percentile £11.41 £12.50 £9.70
90th Percentile £47.50 £47.50 £48.75
East of England median hourly rate £17.50 £30.00 £23.25
% change year-on-year -41.67% +29.03% +3.33%

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 19 July 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 19 July 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 +8 15 £475 +5.56% 7
Peterborough -13 1 - - 1
Data Analysis
East of England

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 Cambridgeshire region with a requirement for Data Analysis.

1 7 (33.33%) SAP
2 5 (23.81%) Agile Software Development
2 5 (23.81%) JIRA
2 5 (23.81%) Problem-Solving
3 4 (19.05%) Data Migration
3 4 (19.05%) Analytical Skills
3 4 (19.05%) Tableau
3 4 (19.05%) Validation
3 4 (19.05%) Migration
3 4 (19.05%) SQL
3 4 (19.05%) MS Visio
3 4 (19.05%) Data Modelling
3 4 (19.05%) ETL
3 4 (19.05%) Microsoft Excel
3 4 (19.05%) Project Management
4 3 (14.29%) CRM
4 3 (14.29%) Python
4 3 (14.29%) Manufacturing
4 3 (14.29%) Data Management
4 3 (14.29%) SuccessFactors
4 3 (14.29%) ERP
4 3 (14.29%) Confluence
4 3 (14.29%) R
4 3 (14.29%) Data Quality
4 3 (14.29%) Root Cause Analysis
4 3 (14.29%) Atlassian
4 3 (14.29%) Self-Motivation
4 3 (14.29%) Greenfield Project
5 2 (9.52%) SAP Implementation
5 2 (9.52%) Data Validation

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 (14.29%) Confluence
2 1 (4.76%) Amazon Alexa
2 1 (4.76%) SharePoint
Applications
1 4 (19.05%) Microsoft Excel
1 4 (19.05%) MS Visio
2 2 (9.52%) Microsoft Office
3 1 (4.76%) Microsoft PowerPoint
3 1 (4.76%) Microsoft Project
Business Applications
1 1 (4.76%) Dynamics CRM
1 1 (4.76%) SAP HR
1 1 (4.76%) SAP MDG
Cloud Services
1 3 (14.29%) SuccessFactors
2 1 (4.76%) Dynamics 365
Database & Business Intelligence
1 2 (9.52%) MySQL
1 2 (9.52%) Oracle Database
2 1 (4.76%) Big Data
2 1 (4.76%) BusinessObjects
2 1 (4.76%) Data Warehouse
2 1 (4.76%) DB2
2 1 (4.76%) Power BI
2 1 (4.76%) SAP Data Services
2 1 (4.76%) Snowflake Schema
2 1 (4.76%) SQL Server
2 1 (4.76%) SQL Server Reporting Services
Development Applications
1 5 (23.81%) JIRA
2 1 (4.76%) LSMW
General
1 3 (14.29%) Manufacturing
2 1 (4.76%) Automotive
2 1 (4.76%) Finance
2 1 (4.76%) French Language
2 1 (4.76%) Law
2 1 (4.76%) Marketing
2 1 (4.76%) Pharmaceutical
2 1 (4.76%) Publishing
Job Titles
1 14 (66.67%) Analyst
2 10 (47.62%) Data Analyst
3 4 (19.05%) SAP Analyst
3 4 (19.05%) SAP Data Analyst
4 2 (9.52%) Data Modeller
5 1 (4.76%) Business Analyst
5 1 (4.76%) Business Intelligence Analyst
5 1 (4.76%) Consultant
5 1 (4.76%) Data Consultant
5 1 (4.76%) Developer
5 1 (4.76%) Financial Analyst
5 1 (4.76%) MicroStrategy Developer
5 1 (4.76%) Migration Consultant
5 1 (4.76%) Operations Analyst
5 1 (4.76%) Oracle Analyst
5 1 (4.76%) Oracle Support Analyst
5 1 (4.76%) SAP Data Migration Consultant
5 1 (4.76%) Service Manager
5 1 (4.76%) Support Analyst
5 1 (4.76%) Systems Analyst
Miscellaneous
1 4 (19.05%) Analytical Skills
2 3 (14.29%) Greenfield Project
2 3 (14.29%) Self-Motivation
3 2 (9.52%) Data Structures
4 1 (4.76%) Computer Science
4 1 (4.76%) Management Information System
4 1 (4.76%) Virtual Team
4 1 (4.76%) Wiki
Operating Systems
1 1 (4.76%) Linux
1 1 (4.76%) Unix
Processes & Methodologies
1 5 (23.81%) Agile Software Development
1 5 (23.81%) Problem-Solving
2 4 (19.05%) Data Migration
2 4 (19.05%) Data Modelling
2 4 (19.05%) ETL
2 4 (19.05%) Migration
2 4 (19.05%) Project Management
2 4 (19.05%) Validation
3 3 (14.29%) CRM
3 3 (14.29%) Data Management
3 3 (14.29%) ERP
3 3 (14.29%) Root Cause Analysis
4 2 (9.52%) Acceptance Criteria
4 2 (9.52%) Conceptual Models
4 2 (9.52%) Data Science
4 2 (9.52%) Data Validation
4 2 (9.52%) Scaled Agile Framework
4 2 (9.52%) Scorecard
4 2 (9.52%) Stakeholder Engagement
4 2 (9.52%) Visualisation
Programming Languages
1 4 (19.05%) SQL
2 3 (14.29%) Python
2 3 (14.29%) R
3 1 (4.76%) C
3 1 (4.76%) C++
3 1 (4.76%) Fortran
3 1 (4.76%) MATLAB
3 1 (4.76%) Perl
3 1 (4.76%) PL/SQL
3 1 (4.76%) VBA
Qualifications
1 1 (4.76%) Degree
1 1 (4.76%) ITIL Certification
1 1 (4.76%) PhD
Quality Assurance & Compliance
1 3 (14.29%) Data Quality
2 1 (4.76%) PMO
Vendors
1 7 (33.33%) SAP
2 4 (19.05%) Tableau
3 3 (14.29%) Atlassian
4 2 (9.52%) Alteryx
4 2 (9.52%) Oracle
5 1 (4.76%) Microsoft
5 1 (4.76%) MicroStrategy