Period
to

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 27 May 2022 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
27 May 2022
Same period 2021 Same period 2020
Rank 73 86 82
Rank change year-on-year +13 -4 +32
Contract jobs citing Visualisation 70 28 45
As % of all contract jobs advertised in the East of England 2.74% 1.56% 1.86%
As % of the Processes & Methodologies category 3.31% 1.84% 2.24%
Number of daily rates quoted 21 18 34
10th Percentile £350 £336 £350
25th Percentile £408 £427 £388
Median daily rate (50th Percentile) £425 £500 £425
Median % change year-on-year -15.00% +17.65% -8.11%
75th Percentile £575 £526 £475
90th Percentile £691 £604 £578
England median daily rate £525 £500 £463
% change year-on-year +5.00% +8.11% -2.63%
Number of hourly rates quoted 22 0 1
10th Percentile £47.50 - -
25th Percentile £47.75 - -
Median hourly rate £60.00 - £75.00
75th Percentile - - -
90th Percentile - - -
England median hourly rate £42.50 £29.37 £45.00
% change year-on-year +44.73% -34.74% -4.39%

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 2,115 1,519 2,009
As % of all contract IT jobs advertised in the East of England 82.81% 84.77% 83.12%
Number of daily rates quoted 1,266 869 1,215
10th Percentile £205 £163 £222
25th Percentile £363 £300 £350
Median daily rate (50th Percentile) £475 £425 £445
Median % change year-on-year +11.76% -4.49% -1.11%
75th Percentile £575 £525 £525
90th Percentile £675 £600 £600
England median daily rate £545 £500 £475
% change year-on-year +9.00% +5.26% -
Number of hourly rates quoted 278 186 112
10th Percentile £13.25 £12.25 £11.89
25th Percentile £14.25 £12.53 £14.75
Median hourly rate £21.00 £18.50 £20.00
Median % change year-on-year +13.51% -7.50% +14.29%
75th Percentile £53.44 £36.80 £39.48
90th Percentile £60.00 £50.00 £55.00
England median hourly rate £26.98 £24.49 £22.00
% change year-on-year +10.19% +11.30% -2.87%

Visualisation
Job Vacancy Trend in the East of England

Job postings citing Visualisation as a proportion 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

3-month moving average daily rate quoted in jobs citing Visualisation in the East of England.

Daily rate trend for Visualisation in the East of England

Visualisation
Daily Rate Histogram in the East of England

Daily rate distribution for jobs citing Visualisation in the East of England over the 6 months to 27 May 2022.

Daily rate histogram for Visualisation in the East of England

Visualisation
Contractor Hourly Rate Trend in the East of England

3-month moving average hourly rates quoted in jobs citing Visualisation in the East of England.

Hourly rate trend for Visualisation in the East of England

Visualisation
Hourly Rate Histogram in the East of England

Hourly rate distribution of jobs citing Visualisation in the East of England over the 6 months to 27 May 2022.

Hourly rate histogram 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 27 May 2022. 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
Jobs
Hertfordshire +30 46 £475 +3.83% 9
Cambridgeshire -31 15 £458 -8.50% 8
Bedfordshire - 7 £420 - 1
Essex -12 2 £319 -39.29% 1
Visualisation
England

For the 6 months to 27 May 2022, 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 39 (55.71%) C++
2 37 (52.86%) Linux
3 36 (51.43%) Software Engineering
4 35 (50.00%) Security Cleared
5 33 (47.14%) SC Cleared
6 29 (41.43%) Agile
6 29 (41.43%) Mathematics
6 29 (41.43%) Validation
7 27 (38.57%) Data Analysis
8 24 (34.29%) Data Visualisation
8 24 (34.29%) Java
8 24 (34.29%) Social Skills
9 21 (30.00%) Presentation Skills
9 21 (30.00%) Microsoft
10 20 (28.57%) C
10 20 (28.57%) C#
10 20 (28.57%) Windows
11 19 (27.14%) Visual Studio
11 19 (27.14%) Ethernet
11 19 (27.14%) TCP/IP
11 19 (27.14%) Eclipse
11 19 (27.14%) Synthetic Environment
12 18 (25.71%) CI/CD
13 17 (24.29%) TDD
14 16 (22.86%) Analytics
15 15 (21.43%) Continuous Delivery
15 15 (21.43%) Mathematical Modelling
15 15 (21.43%) Unit Testing
15 15 (21.43%) Continuous Integration
15 15 (21.43%) MATLAB

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 8 (11.43%) Apache Spark
2 5 (7.14%) Jupyter
3 3 (4.29%) Apache
4 2 (2.86%) Apache Airflow
5 1 (1.43%) SAS
Applications
1 15 (21.43%) Simulink
2 1 (1.43%) Microsoft Excel
Cloud Services
1 9 (12.86%) Power Platform
2 7 (10.00%) Amazon SageMaker
3 6 (8.57%) AWS
4 5 (7.14%) Amazon EMR
4 5 (7.14%) AWS Lambda
4 5 (7.14%) Serverless
4 5 (7.14%) Snowflake
5 3 (4.29%) Collibra
5 3 (4.29%) SaaS
6 2 (2.86%) Amazon Kinesis
7 1 (1.43%) Azure
7 1 (1.43%) GCP
7 1 (1.43%) Nutanix
7 1 (1.43%) Veeva
Communications & Networking
1 19 (27.14%) Ethernet
1 19 (27.14%) TCP/IP
2 3 (4.29%) Internet
3 1 (1.43%) DHCP
3 1 (1.43%) DNS
3 1 (1.43%) VPN
Database & Business Intelligence
1 9 (12.86%) Power BI
1 9 (12.86%) Tableau
2 8 (11.43%) Big Data
2 8 (11.43%) Data Warehouse
3 6 (8.57%) NoSQL
3 6 (8.57%) Relational Database
4 5 (7.14%) Triplestore
5 4 (5.71%) Metadata
5 4 (5.71%) Spotfire
6 3 (4.29%) Data Mining
6 3 (4.29%) QlikView
7 2 (2.86%) Apache Hive
7 2 (2.86%) Data Lake
7 2 (2.86%) Flink
7 2 (2.86%) Hadoop
7 2 (2.86%) Looker
7 2 (2.86%) OLTP
8 1 (1.43%) Impala
8 1 (1.43%) Microsoft Power View
8 1 (1.43%) Semantic Layer
Development Applications
1 19 (27.14%) Eclipse
1 19 (27.14%) Visual Studio
2 2 (2.86%) Git (software)
2 2 (2.86%) MLflow
2 2 (2.86%) RStudio
3 1 (1.43%) Gerrit
3 1 (1.43%) JIRA
3 1 (1.43%) Toad
General
1 24 (34.29%) Social Skills
2 21 (30.00%) Presentation Skills
3 14 (20.00%) Analytical Skills
4 9 (12.86%) Pharmaceutical
5 4 (5.71%) Aerospace
6 2 (2.86%) Influencing Skills
6 2 (2.86%) Law
6 2 (2.86%) Marketing
6 2 (2.86%) Public Sector
7 1 (1.43%) Back Office
7 1 (1.43%) Electronics
7 1 (1.43%) Manufacturing
7 1 (1.43%) Retail
Job Titles
1 34 (48.57%) Software Engineer
2 33 (47.14%) C++ Software Engineer
3 19 (27.14%) C# Software Engineer
4 15 (21.43%) C Software Engineer
4 15 (21.43%) C/C++ Software Engineer
4 15 (21.43%) Linux Engineer
5 11 (15.71%) Real Time Engineer
5 11 (15.71%) Real Time Software Engineer
6 9 (12.86%) Analyst
7 7 (10.00%) Data Scientist
8 6 (8.57%) Data Analyst
8 6 (8.57%) Data Engineer
9 4 (5.71%) Architect
9 4 (5.71%) Developer
9 4 (5.71%) Python Developer
9 4 (5.71%) Software Developer
10 3 (4.29%) Quantitative Developer
10 3 (4.29%) R Developer
11 2 (2.86%) Marketing Analyst
11 2 (2.86%) Senior Marketing Analyst
Libraries, Frameworks & Software Standards
1 11 (15.71%) Shiny
2 7 (10.00%) Kafka
3 5 (7.14%) NLTK
3 5 (7.14%) NumPy
3 5 (7.14%) Pandas
3 5 (7.14%) SciPy
3 5 (7.14%) TensorFlow
4 3 (4.29%) Spring
5 2 (2.86%) Django
5 2 (2.86%) Flask
5 2 (2.86%) RabbitMQ
5 2 (2.86%) Spark Streaming
6 1 (1.43%) .NET
6 1 (1.43%) .NET Framework
6 1 (1.43%) Spring Boot
6 1 (1.43%) WCF
6 1 (1.43%) WinForms
6 1 (1.43%) WPF
6 1 (1.43%) XML
Miscellaneous
1 2 (2.86%) Algorithms
1 2 (2.86%) IoT
1 2 (2.86%) Smartphone
1 2 (2.86%) User Experience
2 1 (1.43%) Biotechnology
2 1 (1.43%) Clustering
2 1 (1.43%) FMCG
2 1 (1.43%) Management Information System
2 1 (1.43%) NHS
2 1 (1.43%) Self-Motivation
Operating Systems
1 37 (52.86%) Linux
2 20 (28.57%) Windows
Processes & Methodologies
1 36 (51.43%) Software Engineering
2 29 (41.43%) Agile
2 29 (41.43%) Mathematics
2 29 (41.43%) Validation
3 27 (38.57%) Data Analysis
4 24 (34.29%) Data Visualisation
5 19 (27.14%) Synthetic Environment
6 18 (25.71%) CI/CD
7 17 (24.29%) TDD
8 16 (22.86%) Analytics
9 15 (21.43%) Continuous Delivery
9 15 (21.43%) Continuous Integration
9 15 (21.43%) Mathematical Modelling
9 15 (21.43%) Unit Testing
10 13 (18.57%) Data Science
11 12 (17.14%) Data Modelling
11 12 (17.14%) Machine Learning
12 11 (15.71%) Business Intelligence
12 11 (15.71%) Data Engineering
12 11 (15.71%) Multithreading
Programming Languages
1 39 (55.71%) C++
2 24 (34.29%) Java
3 20 (28.57%) C
3 20 (28.57%) C#
4 15 (21.43%) MATLAB
5 14 (20.00%) Python
6 13 (18.57%) R
7 10 (14.29%) SQL
8 4 (5.71%) VBA
9 2 (2.86%) T-SQL
10 1 (1.43%) Scala
Qualifications
1 35 (50.00%) Security Cleared
2 33 (47.14%) SC Cleared
3 9 (12.86%) Degree
4 2 (2.86%) PhD
5 1 (1.43%) Computer Science Degree
5 1 (1.43%) Master's Degree
Quality Assurance & Compliance
1 9 (12.86%) Data Quality
2 5 (7.14%) QA
3 2 (2.86%) GDPR
4 1 (1.43%) CDISC
System Software
1 1 (1.43%) Active Directory
1 1 (1.43%) Docker
1 1 (1.43%) VMware Infrastructure
1 1 (1.43%) vSphere
Systems Management
1 2 (2.86%) Control-M
1 2 (2.86%) Kubernetes
2 1 (1.43%) Microsoft Clustering
Vendors
1 21 (30.00%) Microsoft
2 2 (2.86%) MapR
3 1 (1.43%) Alteryx
3 1 (1.43%) Citrix
3 1 (1.43%) Databricks
3 1 (1.43%) HP
3 1 (1.43%) SAP
3 1 (1.43%) VMware