Period
to 16 October 2018

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire with a requirement for Visualisation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Visualisation over the 6 months to 16 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.

Visualization
East of England > Cambridgeshire
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 62 74 76
Rank change year-on-year +12 +2 +27
Contract jobs citing Visualisation 24 14 5
As % of all contract IT jobs advertised in Cambridgeshire 2.00% 1.04% 0.45%
As % of the Processes & Methodologies category 2.32% 1.25% 0.54%
Number of daily rates quoted 13 9 1
Cambridgeshire median daily rate £525 £405 £425
Median daily rate % change year-on-year +29.63% -4.71% +21.43%
10th Percentile £211 £353 £413
90th Percentile £588 £438 £438
East of England median daily rate £450 £444 £425
% change year-on-year +1.41% +4.41% +5.26%
Number of hourly rates quoted 0 1 0
Cambridgeshire median hourly rate - £34.50 -
East of England median hourly rate £10.38 £34.50 -
% change year-on-year -69.93% - -

Visualisation 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 1,033 1,119 933
As % of all contract IT jobs advertised in Cambridgeshire 86.08% 82.89% 83.30%
Number of daily rates quoted 544 572 465
Cambridgeshire median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% +6.67%
10th Percentile £269 £213 £236
90th Percentile £588 £550 £525
East of England median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +3.23%
Number of hourly rates quoted 91 114 86
Cambridgeshire median hourly rate £19.25 £37.50 £35.00
Median hourly rate % change year-on-year -48.67% +7.14% +94.44%
10th Percentile £11.50 £13.00 £12.75
90th Percentile £48.75 £49.75 £47.50
East of England median hourly rate £17.50 £31.03 £26.88
% change year-on-year -43.60% +15.46% +5.39%

Visualisation
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Visualisation in Cambridgeshire

Visualisation
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Visualisation in Cambridgeshire

Visualisation
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Visualisation in Cambridgeshire over the 6 months to 16 October 2018.

Contractor daily rate histogram for Visualisation in Cambridgeshire

Visualisation
Contractor Hourly Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Visualisation in Cambridgeshire.

Contractor hourly rate trend for Visualisation in Cambridgeshire

Visualisation
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 Visualisation within the Cambridgeshire region over the 6 months to 16 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 +1 16 £550 +36.65% 16
Peterborough +5 1 £375 -
Visualisation
East of England

For the 6 months to 16 October 2018, IT contractor jobs citing Visualisation 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 Visualisation.

1 17 (70.83%) Analytics
2 10 (41.67%) Hadoop
2 10 (41.67%) Business Intelligence
2 10 (41.67%) MicroStrategy
2 10 (41.67%) Agile Software Development
3 9 (37.50%) Amazon Redshift
3 9 (37.50%) Amazon Aurora
3 9 (37.50%) Amazon AWS
4 8 (33.33%) Apache Hive
4 8 (33.33%) Amazon EMR
4 8 (33.33%) ETL
4 8 (33.33%) Finance
4 8 (33.33%) MySQL
5 7 (29.17%) Pharmaceutical
5 7 (29.17%) Amazon S3
5 7 (29.17%) Analytical Skills
5 7 (29.17%) Apache Spark
6 6 (25.00%) NoSQL
6 6 (25.00%) Data Visualisation
6 6 (25.00%) Data Analytics
7 5 (20.83%) Big Data
7 5 (20.83%) Software Engineering
7 5 (20.83%) Business Analysis
7 5 (20.83%) JavaScript
8 4 (16.67%) Oracle
8 4 (16.67%) Python
8 4 (16.67%) PostgreSQL
8 4 (16.67%) Computer Science
8 4 (16.67%) Information Architecture
8 4 (16.67%) MapReduce

Visualisation
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 7 (29.17%) Apache Spark
2 2 (8.33%) SAS
3 1 (4.17%) Confluence
3 1 (4.17%) IBM Domino
3 1 (4.17%) OpenStack
3 1 (4.17%) Oracle SOA Suite
3 1 (4.17%) SharePoint
Applications
1 2 (8.33%) Microsoft Office
2 1 (4.17%) Microsoft Excel
2 1 (4.17%) Microsoft PowerPoint
2 1 (4.17%) SPSS
Business Applications
1 1 (4.17%) Oracle BPM
1 1 (4.17%) Oracle EBS
1 1 (4.17%) SAP MDG
1 1 (4.17%) SAP MDM
Cloud Services
1 9 (37.50%) Amazon AWS
2 8 (33.33%) Amazon EMR
3 7 (29.17%) Amazon S3
4 2 (8.33%) Amazon SQS
4 2 (8.33%) GitHub
Database & Business Intelligence
1 10 (41.67%) Hadoop
2 9 (37.50%) Amazon Aurora
2 9 (37.50%) Amazon Redshift
3 8 (33.33%) Apache Hive
3 8 (33.33%) MySQL
4 6 (25.00%) NoSQL
5 5 (20.83%) Big Data
6 4 (16.67%) PostgreSQL
7 3 (12.50%) OLAP
7 3 (12.50%) Oracle BI EE
7 3 (12.50%) Power BI
8 2 (8.33%) BusinessObjects
8 2 (8.33%) OLTP
8 2 (8.33%) Relational Database
9 1 (4.17%) Apache Cassandra
9 1 (4.17%) Oracle ODI
9 1 (4.17%) Oracle Reports
9 1 (4.17%) PowerCenter
9 1 (4.17%) SAP HANA
9 1 (4.17%) Spotfire
Development Applications
1 2 (8.33%) GitLab
2 1 (4.17%) Atlassian Bamboo
2 1 (4.17%) Jenkins
2 1 (4.17%) JIRA
2 1 (4.17%) Oracle APEX
2 1 (4.17%) TeamCity
2 1 (4.17%) Vagrant
General
1 8 (33.33%) Finance
2 7 (29.17%) Pharmaceutical
3 2 (8.33%) Publishing
4 1 (4.17%) Automotive
Job Titles
1 10 (41.67%) Data Engineer
2 8 (33.33%) Analyst
3 6 (25.00%) Data Analytics Engineer
4 3 (12.50%) AWS Engineer
4 3 (12.50%) Business Analyst
4 3 (12.50%) Data Analyst
4 3 (12.50%) Developer
5 2 (8.33%) Senior Data Engineer
6 1 (4.17%) Architect
6 1 (4.17%) Business Intelligence Analyst
6 1 (4.17%) ETL Analyst
6 1 (4.17%) ETL Developer
6 1 (4.17%) IT Engineer
6 1 (4.17%) JavaScript Developer
6 1 (4.17%) Oracle Consultant
6 1 (4.17%) Software Engineer
6 1 (4.17%) Supply Chain Analyst
6 1 (4.17%) Tableau Analyst
6 1 (4.17%) Web Analyst
6 1 (4.17%) Web Test Analyst
Libraries, Frameworks & Software Standards
1 2 (8.33%) AngularJS
1 2 (8.33%) Apache Camel
1 2 (8.33%) REST
1 2 (8.33%) SOAP
1 2 (8.33%) Web Services
1 2 (8.33%) XML
2 1 (4.17%) CSS
2 1 (4.17%) Django
2 1 (4.17%) EDI
2 1 (4.17%) Flask
2 1 (4.17%) React
2 1 (4.17%) Velocity
Miscellaneous
1 7 (29.17%) Analytical Skills
2 4 (16.67%) Computer Science
3 1 (4.17%) Enterprise Software
3 1 (4.17%) Taxonomies
3 1 (4.17%) User Experience
Operating Systems
1 2 (8.33%) Unix
Processes & Methodologies
1 17 (70.83%) Analytics
2 10 (41.67%) Agile Software Development
2 10 (41.67%) Business Intelligence
3 8 (33.33%) ETL
4 6 (25.00%) Data Analytics
4 6 (25.00%) Data Visualisation
5 5 (20.83%) Business Analysis
5 5 (20.83%) Software Engineering
6 4 (16.67%) Business Process Analysis
6 4 (16.67%) Information Architecture
6 4 (16.67%) MapReduce
7 3 (12.50%) Data Analysis
7 3 (12.50%) Data Science
7 3 (12.50%) Scrum
7 3 (12.50%) User Acceptance Testing
7 3 (12.50%) Waterfall
8 2 (8.33%) Data Modelling
8 2 (8.33%) Integration Testing
8 2 (8.33%) Project Management
8 2 (8.33%) Release Management
Programming Languages
1 5 (20.83%) JavaScript
2 4 (16.67%) Python
3 3 (12.50%) Java
3 3 (12.50%) Perl
3 3 (12.50%) SQL
4 2 (8.33%) PL/SQL
5 1 (4.17%) C#
5 1 (4.17%) Go
5 1 (4.17%) R
5 1 (4.17%) Scala
Qualifications
1 1 (4.17%) Computer Science Degree
1 1 (4.17%) CSQA
1 1 (4.17%) Degree
Quality Assurance & Compliance
1 2 (8.33%) Data Quality
2 1 (4.17%) PMO
System Software
1 1 (4.17%) Docker
Systems Management
1 1 (4.17%) Kubernetes
1 1 (4.17%) Mesos
Vendors
1 10 (41.67%) MicroStrategy
2 4 (16.67%) Oracle
2 4 (16.67%) Talend
3 3 (12.50%) SAP
3 3 (12.50%) Tableau
4 2 (8.33%) Hyperion
5 1 (4.17%) Alteryx
5 1 (4.17%) Cisco
5 1 (4.17%) Databricks
5 1 (4.17%) Dataiku
5 1 (4.17%) IBM
5 1 (4.17%) Infor
5 1 (4.17%) Informatica
5 1 (4.17%) JD Edwards