Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
East of England > Bedfordshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 69 108 137
Rank change year-on-year +39 +29 +3
Permanent jobs citing Visualisation 21 11 1
As % of all permanent IT jobs advertised in Bedfordshire 1.92% 0.69% 0.050%
As % of the Processes & Methodologies category 2.16% 0.75% 0.056%
Number of salaries quoted 10 11 1
Bedfordshire median annual salary £67,500 £47,500 £65,000
Median salary % change year-on-year +42.11% -26.92% +73.33%
10th Percentile £41,750 £39,750 £62,500
90th Percentile £80,000 £57,500 £67,500
East of England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

Visualisation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bedfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Bedfordshire
Permanent vacancies with a requirement for process or methodology skills 974 1474 1787
As % of all permanent IT jobs advertised in Bedfordshire 88.87% 92.88% 90.12%
Number of salaries quoted 812 1289 1579
Bedfordshire median annual salary £49,000 £50,000 £47,500
Median salary % change year-on-year -2.00% +5.26% +5.56%
10th Percentile £27,600 £31,250 £30,000
90th Percentile £70,000 £78,750 £72,650
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Visualisation
Job Vacancy Trend in Bedfordshire

Job postings citing Visualisation as a percentage of all IT jobs advertised in Bedfordshire.

Job vacancy trend for Visualisation in Bedfordshire

Visualisation
Salary Trend in Bedfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation in Bedfordshire.

Salary trend for Visualisation in Bedfordshire

Visualisation
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Visualisation in Bedfordshire over the 6 months to 20 November 2017.

Salary histogram for Visualisation in Bedfordshire

Visualisation
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Bedfordshire region over the 6 months to 20 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +25 16 £70,000 +55.56% 2
Bedford - 1 £52,500 -
Visualisation
East of England

For the 6 months to 20 November 2017, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bedfordshire region with a requirement for Visualisation.

1 19 (90.48%) Analytical Skills
2 16 (76.19%) Data Visualisation
2 16 (76.19%) Retail
3 13 (61.90%) Hadoop
3 13 (61.90%) SQL
3 13 (61.90%) Analytics
3 13 (61.90%) Apache Spark
4 12 (57.14%) Big Data
4 12 (57.14%) Data Management
5 11 (52.38%) Econometrics
5 11 (52.38%) Amazon AWS
5 11 (52.38%) Statistics
5 11 (52.38%) Degree
5 11 (52.38%) JSON
5 11 (52.38%) Mathematics
5 11 (52.38%) Web Services
5 11 (52.38%) Python
5 11 (52.38%) Foreign Exchange (FX)
5 11 (52.38%) MATLAB
5 11 (52.38%) SAS
5 11 (52.38%) Statistical Modelling
5 11 (52.38%) Apache Flume
5 11 (52.38%) R
5 11 (52.38%) Machine Learning
5 11 (52.38%) Tableau
5 11 (52.38%) Data Quality
5 11 (52.38%) Apache Hive
5 11 (52.38%) Yield Management
5 11 (52.38%) Customer Analytics
5 11 (52.38%) Impala

Visualisation
Co-occurring IT Skills in Bedfordshire 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 13 (61.90%) Apache Spark
2 11 (52.38%) SAS
3 5 (23.81%) JBoss
3 5 (23.81%) WildFly
4 3 (14.29%) Oracle SOA Suite
Cloud Services
1 11 (52.38%) Amazon AWS
2 2 (9.52%) Microsoft Azure
Database & Business Intelligence
1 13 (61.90%) Hadoop
2 12 (57.14%) Big Data
3 11 (52.38%) Apache Hive
3 11 (52.38%) Impala
4 7 (33.33%) Data Warehouse
5 5 (23.81%) Enterprise Data Warehouse
5 5 (23.81%) Oracle Exadata
5 5 (23.81%) RDBMS
5 5 (23.81%) Relational Database
5 5 (23.81%) Snowflake Schema
6 4 (19.05%) SQL Server Integration Services
7 3 (14.29%) SQL Server
8 2 (9.52%) Azure SQL Database
8 2 (9.52%) SQL Server Analysis Services
8 2 (9.52%) SQL Server Reporting Services
General
1 16 (76.19%) Retail
Job Titles
1 11 (52.38%) Analytics Consultant
1 11 (52.38%) Consultant
1 11 (52.38%) Data Analytics Consultant
1 11 (52.38%) Data Consultant
1 11 (52.38%) SAS Consultant
2 7 (33.33%) Architect
3 5 (23.81%) Senior Consultant
3 5 (23.81%) Senior Data Analytics Consultant
3 5 (23.81%) Senior SAS Consultant
4 4 (19.05%) Product Architect
5 2 (9.52%) Administrator
5 2 (9.52%) Data Architect
5 2 (9.52%) DBA
6 1 (4.76%) Analyst
6 1 (4.76%) Business Analyst
6 1 (4.76%) Data Warehouse Architect
6 1 (4.76%) ETL Architect
6 1 (4.76%) Senior Analyst
6 1 (4.76%) Senior Business Analyst
6 1 (4.76%) Software Analyst
Libraries, Frameworks & Software Standards
1 11 (52.38%) JSON
1 11 (52.38%) Web Services
2 5 (23.81%) Java EE
2 5 (23.81%) Spring
3 1 (4.76%) .NET
3 1 (4.76%) XML
Miscellaneous
1 19 (90.48%) Analytical Skills
2 11 (52.38%) Foreign Exchange (FX)
3 5 (23.81%) Management Information System
Processes & Methodologies
1 16 (76.19%) Data Visualisation
2 13 (61.90%) Analytics
3 12 (57.14%) Data Management
4 11 (52.38%) Customer Analytics
4 11 (52.38%) Econometrics
4 11 (52.38%) Experimental Design
4 11 (52.38%) Machine Learning
4 11 (52.38%) Mathematics
4 11 (52.38%) Personalization
4 11 (52.38%) Statistical Modelling
4 11 (52.38%) Statistics
4 11 (52.38%) Strategic Thinking
4 11 (52.38%) Yield Management
5 7 (33.33%) Data Modelling
6 6 (28.57%) SDLC
7 5 (23.81%) Event-Driven Architecture
7 5 (23.81%) TOGAF
7 5 (23.81%) Translating Business Requirements
8 4 (19.05%) Data Architecture
8 4 (19.05%) ETL
Programming Languages
1 13 (61.90%) SQL
2 11 (52.38%) MATLAB
2 11 (52.38%) Python
2 11 (52.38%) R
3 5 (23.81%) Java
4 1 (4.76%) C#
Qualifications
1 11 (52.38%) Degree
1 11 (52.38%) Numerate Degree
2 1 (4.76%) ISEB
Quality Assurance & Compliance
1 11 (52.38%) Data Quality
System Software
1 11 (52.38%) Apache Flume
Vendors
1 11 (52.38%) Tableau
2 5 (23.81%) Oracle
3 1 (4.76%) Microsoft