Period
to 16 January 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 January 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.

Visualisation
East of England > Cambridgeshire
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 78 66 77
Rank change year-on-year -12 +11 +21
Contract jobs citing Visualisation 18 11 12
As % of all contract IT jobs advertised in Cambridgeshire 1.37% 1.03% 0.89%
As % of the Processes & Methodologies category 1.60% 1.27% 1.12%
Number of daily rates quoted 8 2 3
Cambridgeshire median daily rate £425 £463 £350
Median daily rate % change year-on-year -8.11% +32.14% +14.75%
10th Percentile £313 £379 £321
90th Percentile £468 £556 £400
East of England median daily rate £469 £425 £360
% change year-on-year +10.29% +18.06% -20.00%
Number of hourly rates quoted 2 0 0
Cambridgeshire median hourly rate £37.25 - -
East of England median hourly rate £37.25 - £70.00

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 1,122 866 1,070
As % of all contract IT jobs advertised in Cambridgeshire 85.65% 80.78% 79.14%
Number of daily rates quoted 552 370 627
Cambridgeshire median daily rate £386 £375 £390
Median daily rate % change year-on-year +3.00% -3.85% +4.00%
10th Percentile £255 £213 £258
90th Percentile £550 £538 £550
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +2.24%
Number of hourly rates quoted 101 103 84
Cambridgeshire median hourly rate £40.00 £35.00 £35.00
Median hourly rate % change year-on-year +14.29% - +16.67%
10th Percentile £11.80 £13.55 £11.50
90th Percentile £49.75 £47.50 £56.00
East of England median hourly rate £33.92 £32.50 £30.00
% change year-on-year +4.35% +8.33% +16.50%

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 January 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 January 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 +2 9 £375 -18.92% 19
Huntingdon - 3 - -
Peterborough -17 2 - -
Visualisation
East of England

For the 6 months to 16 January 2018, IT contractor jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridgeshire region with a requirement for Visualisation.

1 12 (66.67%) Python
2 8 (44.44%) Data Visualisation
2 8 (44.44%) Machine Learning
2 8 (44.44%) Analytics
3 7 (38.89%) SQL
3 7 (38.89%) Business Intelligence
4 6 (33.33%) Microsoft
4 6 (33.33%) Data Warehouse
4 6 (33.33%) Validation
4 6 (33.33%) Data Management
4 6 (33.33%) Statistics
4 6 (33.33%) Mathematics
4 6 (33.33%) R
4 6 (33.33%) Power BI
5 5 (27.78%) Data Lake
5 5 (27.78%) Data Lake Analytics
5 5 (27.78%) Azure SQL Data Warehouse
5 5 (27.78%) Microsoft Azure
5 5 (27.78%) Analytical Skills
5 5 (27.78%) Agile Software Development
5 5 (27.78%) Microsoft Analysis Services
5 5 (27.78%) ETL
6 4 (22.22%) BusinessObjects
6 4 (22.22%) SAP
6 4 (22.22%) Linux
6 4 (22.22%) SQL Server
6 4 (22.22%) C
6 4 (22.22%) C++
6 4 (22.22%) Neural Network
6 4 (22.22%) Degree

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 2 (11.11%) Apache Spark
2 1 (5.56%) OpenStack
Applications
1 1 (5.56%) Microsoft Excel
1 1 (5.56%) Microsoft Office
Business Applications
1 1 (5.56%) SAP MDG
1 1 (5.56%) SAP MDM
Cloud Services
1 5 (27.78%) Data Lake Analytics
1 5 (27.78%) Microsoft Azure
2 3 (16.67%) Azure Data Factory
3 2 (11.11%) Azure Machine Learning
4 1 (5.56%) Amazon AWS
Database & Business Intelligence
1 6 (33.33%) Data Warehouse
1 6 (33.33%) Power BI
2 5 (27.78%) Azure SQL Data Warehouse
2 5 (27.78%) Data Lake
2 5 (27.78%) Microsoft Analysis Services
3 4 (22.22%) Big Data
3 4 (22.22%) BusinessObjects
3 4 (22.22%) HDInsight
3 4 (22.22%) NoSQL
3 4 (22.22%) Relational Database
3 4 (22.22%) SQL Server
3 4 (22.22%) SQL Server Analysis Services
4 3 (16.67%) BusinessObjects Web Intelligence
4 3 (16.67%) Data Mining
4 3 (16.67%) MySQL
4 3 (16.67%) SQL Server Reporting Services
5 2 (11.11%) Cosmos DB
5 2 (11.11%) Hadoop
5 2 (11.11%) SAP Data Services
5 2 (11.11%) SQL Server Integration Services
Development Applications
1 3 (16.67%) Git (software)
1 3 (16.67%) Visual Studio
2 2 (11.11%) JIRA
2 2 (11.11%) Mercurial
3 1 (5.56%) Buildbot
3 1 (5.56%) ERwin
3 1 (5.56%) Gerrit
3 1 (5.56%) Jenkins
3 1 (5.56%) Vagrant
General
1 3 (16.67%) Pharmaceutical
2 1 (5.56%) Finance
Job Titles
1 6 (33.33%) Data Scientist
1 6 (33.33%) Developer
2 3 (16.67%) Architect
2 3 (16.67%) Azure Developer
3 2 (11.11%) Azure Architect
3 2 (11.11%) Business Intelligence Developer
3 2 (11.11%) Data Architect
3 2 (11.11%) Data Engineer
3 2 (11.11%) Lead Architect
3 2 (11.11%) Lead Data Architect
3 2 (11.11%) Python Developer
3 2 (11.11%) Report Developer
4 1 (5.56%) Analyst Developer
4 1 (5.56%) Business Intelligence Architect
4 1 (5.56%) Designer
4 1 (5.56%) Information Architect
4 1 (5.56%) Interaction Designer
4 1 (5.56%) Microsoft Developer
4 1 (5.56%) Python Software Engineer
4 1 (5.56%) Report Analyst
Libraries, Frameworks & Software Standards
1 4 (22.22%) NumPy
2 3 (16.67%) Qt
3 2 (11.11%) Keras
3 2 (11.11%) Natural Language Processing
3 2 (11.11%) Pandas
3 2 (11.11%) scikit-learn
3 2 (11.11%) SciPy
3 2 (11.11%) TensorFlow
3 2 (11.11%) Theano
4 1 (5.56%) Django
4 1 (5.56%) HTML
Miscellaneous
1 5 (27.78%) Analytical Skills
2 4 (22.22%) Algorithms
3 3 (16.67%) CAN bus
4 2 (11.11%) Management Information System
5 1 (5.56%) Graphic Design
5 1 (5.56%) User Experience
Operating Systems
1 4 (22.22%) Linux
2 1 (5.56%) Unix
Processes & Methodologies
1 8 (44.44%) Analytics
1 8 (44.44%) Data Visualisation
1 8 (44.44%) Machine Learning
2 7 (38.89%) Business Intelligence
3 6 (33.33%) Data Management
3 6 (33.33%) Mathematics
3 6 (33.33%) Statistics
3 6 (33.33%) Validation
4 5 (27.78%) Agile Software Development
4 5 (27.78%) ETL
5 4 (22.22%) Bayesian Methods
5 4 (22.22%) Full Text Search
5 4 (22.22%) Linear Algebra
5 4 (22.22%) Neural Network
6 2 (11.11%) ANOVA
6 2 (11.11%) Asynchronous Programming
6 2 (11.11%) Business Analytics
6 2 (11.11%) Data Transformation
6 2 (11.11%) Linear Regression
6 2 (11.11%) Multithreading
Programming Languages
1 12 (66.67%) Python
2 7 (38.89%) SQL
3 6 (33.33%) R
4 4 (22.22%) C
4 4 (22.22%) C++
5 3 (16.67%) Cython
6 2 (11.11%) U-SQL
7 1 (5.56%) Java
7 1 (5.56%) JavaScript
7 1 (5.56%) Perl
7 1 (5.56%) Shell Script
Qualifications
1 4 (22.22%) Degree
2 3 (16.67%) Microsoft Certification
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
System Software
1 1 (5.56%) Docker
1 1 (5.56%) RHEV
Systems Management
1 1 (5.56%) Ansible
1 1 (5.56%) CFEngine
1 1 (5.56%) Kubernetes
1 1 (5.56%) Opscode Chef
1 1 (5.56%) Puppet
Vendors
1 6 (33.33%) Microsoft
2 4 (22.22%) SAP
3 3 (16.67%) Oracle
4 2 (11.11%) Alteryx
4 2 (11.11%) Tableau
5 1 (5.56%) Adobe
5 1 (5.56%) Informatica
5 1 (5.56%) Talend