Period
to 14 September 2019

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 14 September 2019 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
England > East of England
6 months to
14 Sep 2019
Same period 2018 Same period 2017
Rank 95 153 164
Rank change year-on-year +58 +11 +15
Contract jobs citing Visualisation 99 57 35
As % of all contract IT jobs advertised in the East of England 2.34% 1.14% 0.72%
As % of the Processes & Methodologies category 2.72% 1.33% 0.85%
Number of daily rates quoted 69 36 26
East of England median daily rate £450 £456 £425
Median daily rate % change year-on-year -1.37% +7.35% -4.23%
10th Percentile £363 £319 £344
90th Percentile £638 £581 £594
England median daily rate £475 £475 £475
Number of hourly rates quoted 4 1 1
East of England median hourly rate £56.25 £10.38 £34.50
Median hourly rate % change year-on-year +442.17% -69.93% -
10th Percentile £47.25 £9.69 £33.25
90th Percentile £61.25 £11.06 £35.75
England median hourly rate £25.19 £35.00 £19.75
% change year-on-year -28.03% +77.22% -29.46%

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 3,643 4,296 4,131
As % of all contract IT jobs advertised in the East of England 86.20% 85.59% 85.47%
Number of daily rates quoted 2,153 2,476 2,394
East of England median daily rate £450 £435 £425
Median daily rate % change year-on-year +3.45% +2.35% +6.25%
10th Percentile £263 £240 £241
90th Percentile £602 £588 £575
England median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +5.88%
Number of hourly rates quoted 196 257 273
East of England median hourly rate £17.50 £17.50 £26.44
Median hourly rate % change year-on-year - -33.81% +5.76%
10th Percentile £10.66 £11.45 £12.00
90th Percentile £50.00 £47.80 £47.50
England median hourly rate £24.50 £21.00 £23.50
% change year-on-year +16.67% -10.64% +2.17%

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 14 September 2019.

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 14 September 2019. 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 +14 45 £475 -9.52% 31
Hertfordshire +10 27 £418 -7.22% 10
Bedfordshire +24 18 £550 +22.22% 4
Suffolk +15 7 £450 +12.50% 1
Essex +18 2 £525 +9.09% 4
Visualisation
England

For the 6 months to 14 September 2019, 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 East of England region with a requirement for Visualisation.

1 48 (48.48%) Agile Software Development
2 45 (45.45%) SQL
3 42 (42.42%) Python
4 37 (37.37%) Business Intelligence
5 36 (36.36%) AWS
6 35 (35.35%) Data Visualisation
6 35 (35.35%) Power BI
6 35 (35.35%) Power Platform
7 30 (30.30%) Analytics
8 26 (26.26%) ETL
9 24 (24.24%) Big Data
10 22 (22.22%) R
10 22 (22.22%) Degree
11 21 (21.21%) Analytical Skills
12 20 (20.20%) Apache Spark
13 17 (17.17%) Amazon Redshift
13 17 (17.17%) Computer Science
13 17 (17.17%) Data Modelling
14 16 (16.16%) Tableau
15 15 (15.15%) Data Warehouse
15 15 (15.15%) JavaScript
15 15 (15.15%) Microsoft
16 14 (14.14%) Linux
16 14 (14.14%) Scrum
16 14 (14.14%) Machine Learning
16 14 (14.14%) Hadoop
17 13 (13.13%) Git (software)
17 13 (13.13%) Data Analysis
17 13 (13.13%) Java
18 12 (12.12%) Unix

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 20 (20.20%) Apache Spark
2 10 (10.10%) Confluence
3 4 (4.04%) Jupyter
4 2 (2.02%) Apache Airflow
4 2 (2.02%) SAS
5 1 (1.01%) Apache Pig
5 1 (1.01%) Elasticsearch
Applications
1 3 (3.03%) Microsoft Excel
Business Applications
1 1 (1.01%) Dynamics AX
Cloud Services
1 36 (36.36%) AWS
2 35 (35.35%) Power Platform
3 12 (12.12%) Azure
4 10 (10.10%) Amazon EMR
4 10 (10.10%) Amazon S3
5 8 (8.08%) Amazon SQS
6 7 (7.07%) GitHub
7 6 (6.06%) Azure Data Factory
8 5 (5.05%) GCP
9 4 (4.04%) Serverless
10 3 (3.03%) Dynamics 365
11 2 (2.02%) Amazon Glacier
11 2 (2.02%) AWS Lambda
11 2 (2.02%) Qubole
12 1 (1.01%) PaaS
12 1 (1.01%) SaaS
Database & Business Intelligence
1 35 (35.35%) Power BI
2 24 (24.24%) Big Data
3 17 (17.17%) Amazon Redshift
4 15 (15.15%) Data Warehouse
5 14 (14.14%) Hadoop
6 12 (12.12%) Data Lake
7 11 (11.11%) NoSQL
8 10 (10.10%) Oracle BI EE
8 10 (10.10%) Relational Database
9 9 (9.09%) Apache Hive
9 9 (9.09%) SQL Server Integration Services
10 7 (7.07%) SQL Server
10 7 (7.07%) SQL Server Reporting Services
11 6 (6.06%) Azure SQL Database
11 6 (6.06%) MySQL
11 6 (6.06%) OLAP
12 5 (5.05%) Amazon Aurora
12 5 (5.05%) PostgreSQL
13 4 (4.04%) Amazon Athena
13 4 (4.04%) Spotfire
Development Applications
1 13 (13.13%) Git (software)
2 10 (10.10%) JIRA
3 6 (6.06%) Jenkins
4 4 (4.04%) Bitbucket
5 3 (3.03%) Sonatype Nexus
6 2 (2.02%) SQL Server Management Studio (SSMS)
6 2 (2.02%) Team Foundation Server
7 1 (1.01%) Artifactory
General
1 11 (11.11%) Finance
2 8 (8.08%) Pharmaceutical
3 5 (5.05%) Back Office
4 2 (2.02%) Law
4 2 (2.02%) Publishing
4 2 (2.02%) Retail
5 1 (1.01%) Legal
5 1 (1.01%) Local Government
5 1 (1.01%) Public Sector
Job Titles
1 45 (45.45%) Developer
2 17 (17.17%) Business Intelligence Developer
3 16 (16.16%) Data Engineer
3 16 (16.16%) Power BI Developer
4 7 (7.07%) Analyst
4 7 (7.07%) Architect
5 6 (6.06%) Consultant
5 6 (6.06%) Data Analyst
5 6 (6.06%) Power BI Analyst
6 5 (5.05%) AWS Developer
6 5 (5.05%) Big Data Consultant
6 5 (5.05%) Data Scientist
6 5 (5.05%) Data Visualisation Developer
6 5 (5.05%) PHP Developer
6 5 (5.05%) Senior Developer
7 4 (4.04%) Information Security Consultant
7 4 (4.04%) Security Consultant
7 4 (4.04%) Senior Software Developer
7 4 (4.04%) Software Developer
7 4 (4.04%) Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (7.07%) Pandas
2 6 (6.06%) React
3 5 (5.05%) Apache Avro
3 5 (5.05%) Laravel
4 4 (4.04%) Flask
4 4 (4.04%) TensorFlow
4 4 (4.04%) Web Services
5 3 (3.03%) Caffe
5 3 (3.03%) Keras
5 3 (3.03%) PySpark
5 3 (3.03%) RabbitMQ
5 3 (3.03%) REST
5 3 (3.03%) scikit-learn
5 3 (3.03%) SciPy
6 2 (2.02%) AngularJS
6 2 (2.02%) Apache Camel
6 2 (2.02%) Kafka
6 2 (2.02%) Oracle Fusion
6 2 (2.02%) SOAP
6 2 (2.02%) XML
Miscellaneous
1 21 (21.21%) Analytical Skills
2 12 (12.12%) Algorithms
3 11 (11.11%) User Experience
4 7 (7.07%) Data Structures
5 6 (6.06%) Management Information System
6 5 (5.05%) Mobile App
6 5 (5.05%) Self-Motivation
7 4 (4.04%) Public Cloud
8 2 (2.02%) Enterprise Software
8 2 (2.02%) Tandem
9 1 (1.01%) Fat Client
9 1 (1.01%) Thin Client
Operating Systems
1 14 (14.14%) Linux
2 12 (12.12%) Unix
3 2 (2.02%) Windows
Processes & Methodologies
1 48 (48.48%) Agile Software Development
2 37 (37.37%) Business Intelligence
3 35 (35.35%) Data Visualisation
4 30 (30.30%) Analytics
5 26 (26.26%) ETL
6 17 (17.17%) Computer Science
6 17 (17.17%) Data Modelling
7 14 (14.14%) Machine Learning
7 14 (14.14%) Scrum
8 13 (13.13%) Data Analysis
9 12 (12.12%) Data Science
9 12 (12.12%) Informatics
9 12 (12.12%) Workflow
10 11 (11.11%) Bioinformatics
10 11 (11.11%) Data Engineering
11 10 (10.10%) Dashboard Development
12 9 (9.09%) Mathematics
12 9 (9.09%) Statistics
13 8 (8.08%) Microservices
13 8 (8.08%) Software Engineering
Programming Languages
1 45 (45.45%) SQL
2 42 (42.42%) Python
3 22 (22.22%) R
4 15 (15.15%) JavaScript
5 13 (13.13%) Java
6 5 (5.05%) C
6 5 (5.05%) PHP
7 3 (3.03%) C#
7 3 (3.03%) Scala
8 2 (2.02%) Data Analysis Expressions (DAX)
8 2 (2.02%) Go
8 2 (2.02%) PowerShell
8 2 (2.02%) Shell Script
8 2 (2.02%) T-SQL
9 1 (1.01%) Bash Shell
9 1 (1.01%) Java 8
9 1 (1.01%) Perl
9 1 (1.01%) TypeScript
Qualifications
1 22 (22.22%) Degree
2 11 (11.11%) PhD
3 9 (9.09%) Computer Science Degree
4 7 (7.07%) Master's Degree
5 4 (4.04%) (ISC)2 CCSP
5 4 (4.04%) Cisco Certification
5 4 (4.04%) CISSP
5 4 (4.04%) CSSLP
5 4 (4.04%) ISSAP
6 1 (1.01%) SC Cleared
6 1 (1.01%) Security Cleared
Quality Assurance & Compliance
1 6 (6.06%) Data Quality
2 2 (2.02%) GxP
3 1 (1.01%) QA
System Software
1 9 (9.09%) Docker
2 2 (2.02%) Slurm Workload Manager
3 1 (1.01%) Active Directory
Systems Management
1 3 (3.03%) Kubernetes
1 3 (3.03%) Terraform
2 2 (2.02%) Ansible
3 1 (1.01%) Oozie
Vendors
1 16 (16.16%) Tableau
2 15 (15.15%) Microsoft
3 12 (12.12%) Talend
4 11 (11.11%) MicroStrategy
5 9 (9.09%) Informatica
6 6 (6.06%) Ariba
6 6 (6.06%) Cognos
6 6 (6.06%) Databricks
6 6 (6.06%) Teradata
7 5 (5.05%) SAP
8 4 (4.04%) Oracle
9 2 (2.02%) Google
9 2 (2.02%) IBM
10 1 (1.01%) CA
10 1 (1.01%) Cadence
10 1 (1.01%) Openreach