Period
to 11 April 2021

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 11 April 2021 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
11 Apr 2021
Same period 2020 Same period 2019
Rank 30 60 51
Rank change year-on-year +30 -9 +25
Contract jobs citing Visualisation 14 11 29
As % of all contract jobs advertised in Cambridgeshire 3.25% 1.39% 2.84%
As % of the Processes & Methodologies category 3.99% 1.60% 3.35%
Number of daily rates quoted 11 10 15
10th Percentile £336 £306 £425
25th Percentile £431 £363 £433
Median daily rate (50th Percentile) £500 £475 £450
Median % change year-on-year +5.26% +5.56% +38.46%
75th Percentile £526 " £575
90th Percentile " £495 £595
East of England median daily rate £500 £425 £450
% change year-on-year +17.65% -5.56% -10.00%
Number of hourly rates quoted 1 0 0
Median hourly rate £32.50 - -
East of England median hourly rate £32.50 - £57.50

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 351 687 865
As % of all contract IT jobs advertised in Cambridgeshire 81.44% 87.07% 84.64%
Number of daily rates quoted 205 427 478
10th Percentile £203 £262 £250
25th Percentile £310 £363 £350
Median daily rate (50th Percentile) £425 £460 £444
Median % change year-on-year -7.61% +3.66% +7.58%
75th Percentile £500 £550 £530
90th Percentile £575 £625 £625
East of England median daily rate £425 £438 £450
% change year-on-year -2.86% -2.78% +5.88%
Number of hourly rates quoted 84 86 82
10th Percentile " £13.50 £11.25
25th Percentile £12.25 £16.25 £13.00
Median hourly rate £15.00 £18.50 £15.75
Median % change year-on-year -18.92% +17.46% -33.68%
75th Percentile £19.00 £47.50 £42.50
90th Percentile £22.85 £49.00 £49.88
East of England median hourly rate £18.50 £20.50 £18.00
% change year-on-year -9.76% +13.89% -5.26%

Visualisation
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Visualisation in Cambridgeshire

Visualisation
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing Visualisation in Cambridgeshire.

Daily rate trend for Visualisation in Cambridgeshire

Visualisation
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing Visualisation in Cambridgeshire over the 6 months to 11 April 2021.

Daily rate histogram for Visualisation in Cambridgeshire

Visualisation
Contractor Hourly Rate Trend in Cambridgeshire

3-month moving average hourly rates quoted in jobs citing Visualisation in Cambridgeshire.

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 11 April 2021. 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 +28 12 £500 +5.26% 9
Peterborough 0 2 £450 +12.50%
Visualisation
East of England

For the 6 months to 11 April 2021, 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 9 (64.29%) SQL
2 7 (50.00%) Business Intelligence
2 7 (50.00%) Degree
2 7 (50.00%) Computer Science
2 7 (50.00%) Power BI
2 7 (50.00%) Power Platform
3 6 (42.86%) Data Visualisation
4 5 (35.71%) Tableau
4 5 (35.71%) Analytics
4 5 (35.71%) Data Analysis
4 5 (35.71%) Python
4 5 (35.71%) Decision-Making
5 4 (28.57%) Microsoft Excel
5 4 (28.57%) Project Management
6 3 (21.43%) Data Warehouse
6 3 (21.43%) Logistics
6 3 (21.43%) Data Management
6 3 (21.43%) Operations Research
6 3 (21.43%) Capacity Management
6 3 (21.43%) Capacity Planning
6 3 (21.43%) Amazon Redshift
6 3 (21.43%) Problem-Solving
6 3 (21.43%) Data-Driven Decision Making
6 3 (21.43%) R
6 3 (21.43%) Data Science
7 2 (14.29%) Computer Science Degree
7 2 (14.29%) Active Listening
7 2 (14.29%) Exploratory Data Analysis
7 2 (14.29%) DevOps
7 2 (14.29%) Analytical Skills

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 1 (7.14%) Apache Airflow
1 1 (7.14%) Apache Spark
1 1 (7.14%) Luigi
1 1 (7.14%) OpenStack
1 1 (7.14%) SAS
Applications
1 4 (28.57%) Microsoft Excel
2 1 (7.14%) Microsoft Office
2 1 (7.14%) Microsoft PowerPoint
Cloud Services
1 7 (50.00%) Power Platform
2 2 (14.29%) AWS
3 1 (7.14%) Amazon EC2
3 1 (7.14%) Amazon EKS
3 1 (7.14%) Amazon EMR
3 1 (7.14%) Azure
3 1 (7.14%) Logic Apps
3 1 (7.14%) SuccessFactors
Database & Business Intelligence
1 7 (50.00%) Power BI
2 5 (35.71%) Tableau
3 3 (21.43%) Amazon Redshift
3 3 (21.43%) Data Warehouse
4 2 (14.29%) Text Mining
5 1 (7.14%) Amazon RDS
5 1 (7.14%) Apache Cassandra
5 1 (7.14%) Azkaban
5 1 (7.14%) Big Data
5 1 (7.14%) Data Mining
5 1 (7.14%) Hadoop
5 1 (7.14%) NoSQL
5 1 (7.14%) PostgreSQL
5 1 (7.14%) Relational Database
5 1 (7.14%) Spotfire
5 1 (7.14%) SQL Server
5 1 (7.14%) SQL Server Integration Services
5 1 (7.14%) SQL Server Reporting Services
Development Applications
1 1 (7.14%) Buildbot
1 1 (7.14%) Gerrit
1 1 (7.14%) Git (software)
1 1 (7.14%) Jenkins
1 1 (7.14%) Robot Framework
1 1 (7.14%) SonarQube
1 1 (7.14%) TestRail
1 1 (7.14%) Vagrant
General
1 1 (7.14%) Finance
1 1 (7.14%) Pharmaceutical
1 1 (7.14%) Social Science
Job Titles
1 4 (28.57%) Analyst
2 3 (21.43%) Capacity Manager
2 3 (21.43%) Data Analyst
3 2 (14.29%) Data Scientist
4 1 (7.14%) Azure Engineer
4 1 (7.14%) Business Analyst
4 1 (7.14%) Data Engineer
4 1 (7.14%) Data Manager
4 1 (7.14%) DevOps Engineer
4 1 (7.14%) Insight Manager
4 1 (7.14%) Programmer
4 1 (7.14%) SAS Programmer
4 1 (7.14%) Senior DevOps
4 1 (7.14%) Senior DevOps Engineer
4 1 (7.14%) Software Engineer
4 1 (7.14%) Splunk Analyst
Libraries, Frameworks & Software Standards
1 1 (7.14%) .NET
1 1 (7.14%) .NET Core
1 1 (7.14%) Kafka
1 1 (7.14%) Managed Extensibility Framework
1 1 (7.14%) RESTful
1 1 (7.14%) Spark Streaming
1 1 (7.14%) WCF
1 1 (7.14%) Web Services
1 1 (7.14%) WinForms
1 1 (7.14%) WPF
1 1 (7.14%) XML
Miscellaneous
1 2 (14.29%) Analytical Skills
2 1 (7.14%) Data Centre
2 1 (7.14%) Data Structures
2 1 (7.14%) Field-Programmable Gate Array
2 1 (7.14%) Management Information System
2 1 (7.14%) User Experience
Operating Systems
1 1 (7.14%) Linux
1 1 (7.14%) Mac OS
1 1 (7.14%) Unix
1 1 (7.14%) Windows
Processes & Methodologies
1 7 (50.00%) Business Intelligence
1 7 (50.00%) Computer Science
2 6 (42.86%) Data Visualisation
3 5 (35.71%) Analytics
3 5 (35.71%) Data Analysis
3 5 (35.71%) Decision-Making
4 4 (28.57%) Project Management
5 3 (21.43%) Capacity Management
5 3 (21.43%) Capacity Planning
5 3 (21.43%) Data Management
5 3 (21.43%) Data Science
5 3 (21.43%) Data-Driven Decision Making
5 3 (21.43%) Logistics
5 3 (21.43%) Operations Research
5 3 (21.43%) Problem-Solving
6 2 (14.29%) Active Listening
6 2 (14.29%) Data Governance
6 2 (14.29%) Machine Learning
6 2 (14.29%) Statistical Modelling
6 2 (14.29%) Test Automation
Programming Languages
1 9 (64.29%) SQL
2 5 (35.71%) Python
3 3 (21.43%) R
4 2 (14.29%) C++
4 2 (14.29%) Java
5 1 (7.14%) C
5 1 (7.14%) C#
5 1 (7.14%) Scala
5 1 (7.14%) Shell Script
5 1 (7.14%) XAML
Qualifications
1 7 (50.00%) Degree
2 2 (14.29%) Computer Science Degree
3 1 (7.14%) Master's Degree
3 1 (7.14%) Numerate Degree
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
1 1 (7.14%) QA
System Software
1 1 (7.14%) Docker
Systems Management
1 1 (7.14%) Ansible
1 1 (7.14%) Grafana
1 1 (7.14%) Kubernetes
1 1 (7.14%) Prometheus
1 1 (7.14%) Puppet
1 1 (7.14%) Scalr
Vendors
1 2 (14.29%) Microsoft
1 2 (14.29%) Oracle
2 1 (7.14%) Splunk