Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 23 November 2017 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
England > East of England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 167 172 162
Rank change year-on-year +5 -10 +20
Contract jobs citing Visualisation 46 23 46
As % of all contract IT jobs advertised in the East of England 0.89% 0.47% 0.78%
As % of the Processes & Methodologies category 1.08% 0.58% 0.99%
Number of daily rates quoted 29 10 16
East of England median daily rate £463 £425 £419
Median daily rate % change year-on-year +8.82% +1.49% -6.42%
10th Percentile £344 £286 £213
90th Percentile £595 £590 £606
England median daily rate £475 £425 £450
% change year-on-year +11.76% -5.56% +5.88%
Number of hourly rates quoted 1 0 1
East of England median hourly rate £34.50 - £70.00
10th Percentile £33.25 - £65.00
90th Percentile £35.75 - £75.00
England median hourly rate £19.75 £28.00 £21.57
% change year-on-year -29.46% +29.81% -1.95%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 4265 3967 4640
As % of all contract IT jobs advertised in the East of England 82.66% 81.39% 78.87%
Number of daily rates quoted 2460 2302 2704
East of England median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £250 £224 £233
90th Percentile £575 £548 £550
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 261 320 400
East of England median hourly rate £31.50 £31.95 £23.63
Median hourly rate % change year-on-year -1.41% +35.24% -1.56%
10th Percentile £11.53 £13.75 £11.50
90th Percentile £49.75 £47.50 £45.43
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

Visualisation
Job Vacancy Trend in the East of England

Job postings citing Visualisation as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Visualisation in the East of England

Visualisation
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Visualisation in the East of England

Visualisation
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Visualisation in the East of England over the 6 months to 23 November 2017.

Contractor daily rate histogram for Visualisation in the East of England

Visualisation
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Visualisation in the East of England

Visualisation
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Visualisation within the East of England region over the 6 months to 23 November 2017. 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
Cambridgeshire -6 20 £405 -16.92% 14
Essex -6 12 £474 +110.44% 3
Bedfordshire -5 6 £595 +77.61%
Suffolk +15 4 £501 +4.00% 1
Hertfordshire -7 3 £588 +17.50% 2
Norfolk - 1 £400 -
Visualisation
England

For the 6 months to 23 November 2017, 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 East of England region with a requirement for Visualisation.

1 27 (58.70%) SQL
2 26 (56.52%) Data Visualisation
3 22 (47.83%) Data Warehouse
4 21 (45.65%) Analytical Skills
5 18 (39.13%) Analytics
5 18 (39.13%) Data Modelling
6 15 (32.61%) Agile Software Development
7 14 (30.43%) Relational Database
8 13 (28.26%) Python
9 12 (26.09%) Linux
9 12 (26.09%) Business Intelligence
10 11 (23.91%) Web Services
10 11 (23.91%) C
10 11 (23.91%) Finance
10 11 (23.91%) Git (software)
11 10 (21.74%) QlikView
11 10 (21.74%) Java
11 10 (21.74%) Oracle
12 9 (19.57%) Microsoft
12 9 (19.57%) JPA
12 9 (19.57%) Machine Learning
12 9 (19.57%) User Experience
12 9 (19.57%) Power BI
13 8 (17.39%) R
13 8 (17.39%) MySQL
13 8 (17.39%) Management Information System
14 7 (15.22%) Data Management
14 7 (15.22%) Statistics
14 7 (15.22%) JavaScript
14 7 (15.22%) HTML

Visualisation
Co-occurring IT Skills in the East of England 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 (15.22%) JBoss
2 5 (10.87%) WebLogic
3 4 (8.70%) WildFly
4 3 (6.52%) Apache Spark
5 1 (2.17%) Apache
5 1 (2.17%) Tomcat
Applications
1 1 (2.17%) AutoCAD
1 1 (2.17%) CATIA
1 1 (2.17%) Microsoft Excel
1 1 (2.17%) Microsoft Office
1 1 (2.17%) Pro/ENGINEER
1 1 (2.17%) PTC Creo
1 1 (2.17%) Siemens NX
Business Applications
1 1 (2.17%) SAP MDG
1 1 (2.17%) SAP MDM
1 1 (2.17%) Teamcenter
Cloud Services
1 4 (8.70%) Data Lake Analytics
1 4 (8.70%) Microsoft Azure
2 2 (4.35%) Amazon AWS
2 2 (4.35%) Amazon EMR
2 2 (4.35%) Amazon Kinesis
2 2 (4.35%) Azure Data Factory
3 1 (2.17%) Azure Machine Learning
Communications & Networking
1 5 (10.87%) HTTP
1 5 (10.87%) LDAP
Database & Business Intelligence
1 22 (47.83%) Data Warehouse
2 14 (30.43%) Relational Database
3 10 (21.74%) QlikView
4 9 (19.57%) Power BI
5 8 (17.39%) MySQL
6 7 (15.22%) Qlik Sense
6 7 (15.22%) SQL Server Analysis Services
7 6 (13.04%) Oracle Exadata
8 5 (10.87%) Big Data
8 5 (10.87%) BusinessObjects
8 5 (10.87%) MariaDB
9 4 (8.70%) Azure SQL Data Warehouse
9 4 (8.70%) Data Lake
9 4 (8.70%) Data Mining
9 4 (8.70%) Microsoft Analysis Services
9 4 (8.70%) RDBMS
9 4 (8.70%) Snowflake Schema
9 4 (8.70%) SQL Server
9 4 (8.70%) SQL Server Integration Services
10 3 (6.52%) Amazon Redshift
Development Applications
1 11 (23.91%) Git (software)
2 6 (13.04%) Visual Studio
3 5 (10.87%) Jenkins
3 5 (10.87%) JUnit
3 5 (10.87%) Mockito
4 4 (8.70%) Mercurial
4 4 (8.70%) Team Foundation Server
5 2 (4.35%) JIRA
5 2 (4.35%) Subversion
6 1 (2.17%) ERwin
6 1 (2.17%) Talend Open Studio
General
1 11 (23.91%) Finance
2 3 (6.52%) Pharmaceutical
2 3 (6.52%) Retail
3 2 (4.35%) Legal
4 1 (2.17%) Aerospace
4 1 (2.17%) Automotive
4 1 (2.17%) Telecoms
Job Titles
1 25 (54.35%) Developer
2 10 (21.74%) Architect
3 7 (15.22%) Data Scientist
3 7 (15.22%) QlikView Developer
4 6 (13.04%) Data Architect
5 5 (10.87%) Java Developer
5 5 (10.87%) Python Developer
5 5 (10.87%) Solutions Architect
6 4 (8.70%) Analyst
7 3 (6.52%) Analyst Developer
8 2 (4.35%) Applications Developer
8 2 (4.35%) Business Architect
8 2 (4.35%) Business Intelligence Developer
8 2 (4.35%) Data Analytics Architect
8 2 (4.35%) Data Warehouse Developer
8 2 (4.35%) Designer
8 2 (4.35%) Java Applications Developer
8 2 (4.35%) Lead Architect
8 2 (4.35%) Report Developer
8 2 (4.35%) Software Engineer
Libraries, Frameworks & Software Standards
1 11 (23.91%) Web Services
2 9 (19.57%) JPA
3 7 (15.22%) HTML
3 7 (15.22%) NumPy
4 6 (13.04%) CSS
5 5 (10.87%) EclipseLink
5 5 (10.87%) Hibernate
5 5 (10.87%) JAAS
5 5 (10.87%) Java EE
5 5 (10.87%) JAXB
5 5 (10.87%) JAX-RPC
5 5 (10.87%) Qt
5 5 (10.87%) SciPy
5 5 (10.87%) Spring
5 5 (10.87%) Spring MVC
5 5 (10.87%) Struts
5 5 (10.87%) Struts2
5 5 (10.87%) XML
6 4 (8.70%) JMS
6 4 (8.70%) TensorFlow
Miscellaneous
1 21 (45.65%) Analytical Skills
2 9 (19.57%) User Experience
3 8 (17.39%) Management Information System
4 5 (10.87%) Enterprise Software
5 4 (8.70%) Algorithms
5 4 (8.70%) CAN bus
6 3 (6.52%) N-Tier
7 2 (4.35%) Computer Science
8 1 (2.17%) Data Structures
8 1 (2.17%) FMCG
8 1 (2.17%) Graphic Design
8 1 (2.17%) Greenfield Project
Operating Systems
1 12 (26.09%) Linux
2 5 (10.87%) Mac OS X
2 5 (10.87%) Unix
Processes & Methodologies
1 26 (56.52%) Data Visualisation
2 18 (39.13%) Analytics
2 18 (39.13%) Data Modelling
3 15 (32.61%) Agile Software Development
4 12 (26.09%) Business Intelligence
5 9 (19.57%) Machine Learning
6 7 (15.22%) Data Analytics
6 7 (15.22%) Data Management
6 7 (15.22%) ETL
6 7 (15.22%) Performance Optimisation
6 7 (15.22%) Statistics
7 6 (13.04%) Enterprise Architecture
7 6 (13.04%) Mathematics
8 5 (10.87%) Continuous Deployment
8 5 (10.87%) Continuous Integration
8 5 (10.87%) Mentoring
8 5 (10.87%) Responsive Web Design
8 5 (10.87%) Test Automation
8 5 (10.87%) TOGAF
8 5 (10.87%) Web Development
Programming Languages
1 27 (58.70%) SQL
2 13 (28.26%) Python
3 11 (23.91%) C
4 10 (21.74%) Java
5 8 (17.39%) R
6 7 (15.22%) JavaScript
7 6 (13.04%) C++
8 5 (10.87%) Cython
8 5 (10.87%) PL/SQL
9 4 (8.70%) C#
9 4 (8.70%) T-SQL
10 1 (2.17%) Bash Shell
10 1 (2.17%) Perl
10 1 (2.17%) PHP
10 1 (2.17%) U-SQL
Qualifications
1 6 (13.04%) Degree
2 2 (4.35%) Computer Science Degree
2 2 (4.35%) Microsoft Certification
3 1 (2.17%) Master's Degree
Quality Assurance & Compliance
1 2 (4.35%) Data Quality
Systems Management
1 2 (4.35%) Mesos
Vendors
1 10 (21.74%) Oracle
2 9 (19.57%) Microsoft
3 5 (10.87%) SAP
3 5 (10.87%) Tableau
4 2 (4.35%) Alteryx
5 1 (2.17%) Adobe
5 1 (2.17%) Cognos
5 1 (2.17%) Informatica
5 1 (2.17%) Siemens
5 1 (2.17%) Talend