Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Visualisation
South East > Berkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 197 245 276
Rank change year-on-year +48 +31 +18
Permanent jobs citing Visualisation 61 55 63
As % of all permanent IT jobs advertised in Berkshire 0.96% 0.63% 0.57%
As % of the Processes & Methodologies category 1.11% 0.72% 0.65%
Number of salaries quoted 46 48 56
Berkshire median annual salary £55,000 £55,000 £45,000
Median salary % change year-on-year - +22.22% +12.50%
10th Percentile £32,250 £31,250 £33,000
90th Percentile £83,750 £70,000 £60,000
South East median annual salary £45,000 £47,500 £47,500
% change year-on-year -5.26% - +18.75%

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5487 7632 9644
As % of all permanent IT jobs advertised in Berkshire 86.37% 88.11% 86.99%
Number of salaries quoted 4274 5822 7534
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £71,250
South East median annual salary £45,000 £45,000 £45,000

Visualisation
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Visualisation in Berkshire

Visualisation
Salary Trend in Berkshire

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

Salary trend for Visualisation in Berkshire

Visualisation
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Visualisation in Berkshire over the 6 months to 24 November 2017.

Salary histogram for Visualisation in Berkshire

Visualisation
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Berkshire region over the 6 months to 24 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
Reading +40 23 £47,500 -13.64% 3
Slough +8 11 £65,000 +23.81%
Bracknell +14 7 £55,000 - 2
Maidenhead +28 6 £80,000 +146.15%
Newbury - 1 £42,500 -
Ascot - 1 £33,500 -
Visualisation
South East

For the 6 months to 24 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 Berkshire region with a requirement for Visualisation.

1 47 (77.05%) Data Visualisation
2 39 (63.93%) Business Intelligence
3 33 (54.10%) SQL
4 30 (49.18%) Microsoft
5 27 (44.26%) Python
6 25 (40.98%) Hadoop
6 25 (40.98%) Analytics
7 24 (39.34%) SQL Server
8 23 (37.70%) Tableau
9 22 (36.07%) Data Warehouse
9 22 (36.07%) ETL
10 19 (31.15%) Power BI
11 18 (29.51%) Data Modelling
12 17 (27.87%) SQL Server Integration Services
13 16 (26.23%) QlikView
13 16 (26.23%) Analytical Skills
13 16 (26.23%) Apache Spark
14 14 (22.95%) Agile Software Development
14 14 (22.95%) MicroStrategy
14 14 (22.95%) JavaScript
15 13 (21.31%) Star Schema
15 13 (21.31%) Greenfield Project
16 12 (19.67%) Microsoft Excel
16 12 (19.67%) Impala
16 12 (19.67%) Relational Database
16 12 (19.67%) Apache Pig
17 11 (18.03%) Big Data
17 11 (18.03%) R
17 11 (18.03%) Mathematics
17 11 (18.03%) SQL Server Analysis Services

Visualisation
Co-occurring IT Skills in Berkshire 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 16 (26.23%) Apache Spark
2 12 (19.67%) Apache Pig
3 3 (4.92%) Apache
4 2 (3.28%) Elasticsearch
5 1 (1.64%) GeoServer
5 1 (1.64%) OpenStack
5 1 (1.64%) SAS
Applications
1 12 (19.67%) Microsoft Excel
2 8 (13.11%) Microsoft Office
3 7 (11.48%) Microsoft PowerPoint
3 7 (11.48%) MS Visio
4 1 (1.64%) SPSS
Business Applications
1 1 (1.64%) WebTrends
Cloud Services
1 6 (9.84%) Amazon AWS
1 6 (9.84%) SaaS
2 5 (8.20%) Adobe Analytics
3 4 (6.56%) Amazon EMR
4 3 (4.92%) Google Analytics
4 3 (4.92%) Microsoft Azure
5 2 (3.28%) Amazon EC2
5 2 (3.28%) Amazon ELB
5 2 (3.28%) Amazon S3
5 2 (3.28%) Azure Machine Learning
5 2 (3.28%) Data Lake Analytics
5 2 (3.28%) GitHub
5 2 (3.28%) Route 53
5 2 (3.28%) Virtual Private Cloud
6 1 (1.64%) Azure Data Factory
Communications & Networking
1 2 (3.28%) Firewall
1 2 (3.28%) HTTP
1 2 (3.28%) LAN
1 2 (3.28%) TCP/IP
1 2 (3.28%) WAN
Database & Business Intelligence
1 25 (40.98%) Hadoop
2 24 (39.34%) SQL Server
3 22 (36.07%) Data Warehouse
4 19 (31.15%) Power BI
5 17 (27.87%) SQL Server Integration Services
6 16 (26.23%) QlikView
7 13 (21.31%) Star Schema
8 12 (19.67%) Impala
8 12 (19.67%) Relational Database
9 11 (18.03%) Big Data
9 11 (18.03%) SQL Server Analysis Services
10 7 (11.48%) Apache Hive
10 7 (11.48%) HBase
10 7 (11.48%) Pentaho
10 7 (11.48%) RDBMS
10 7 (11.48%) SQL Server Reporting Services
11 5 (8.20%) Microsoft Analysis Services
11 5 (8.20%) Oracle ODI
11 5 (8.20%) Oracle OWB
11 5 (8.20%) PostgreSQL
Development Applications
1 2 (3.28%) Jenkins
1 2 (3.28%) SQL Server Management Studio (SSMS)
1 2 (3.28%) Team Foundation Server
1 2 (3.28%) Visual Studio
General
1 8 (13.11%) Advertising
2 7 (11.48%) Marketing
3 5 (8.20%) Games
4 2 (3.28%) Finance
5 1 (1.64%) Retail
5 1 (1.64%) Telecoms
Job Titles
1 18 (29.51%) Developer
2 12 (19.67%) Analyst
2 12 (19.67%) Business Intelligence Developer
3 9 (14.75%) Lead Developer
4 8 (13.11%) Business Developer
5 7 (11.48%) Business Intelligence Lead
5 7 (11.48%) Data Manager
6 6 (9.84%) Digital Analyst
6 6 (9.84%) Performance Analyst
7 5 (8.20%) Data Engineer
7 5 (8.20%) Performance Manager
7 5 (8.20%) Senior Analyst
7 5 (8.20%) Senior Manager
7 5 (8.20%) Senior Performance Analyst
7 5 (8.20%) Team Leader
8 3 (4.92%) Business Intelligence Analyst
8 3 (4.92%) Business Intelligence Specialist
8 3 (4.92%) Consultant
8 3 (4.92%) Oracle Team Leader
8 3 (4.92%) Senior Developer
Libraries, Frameworks & Software Standards
1 8 (13.11%) CSS
1 8 (13.11%) HTML
2 7 (11.48%) JSON
3 6 (9.84%) Angular 2
3 6 (9.84%) AngularJS
3 6 (9.84%) Node.js
3 6 (9.84%) REST
4 4 (6.56%) XML
5 3 (4.92%) HTML5
5 3 (4.92%) Kafka
6 2 (3.28%) .NET
6 2 (3.28%) ASP.NET
6 2 (3.28%) CSS3
6 2 (3.28%) D3.js
6 2 (3.28%) jQuery
6 2 (3.28%) LESS
6 2 (3.28%) Sass
6 2 (3.28%) TensorFlow
7 1 (1.64%) JTS
7 1 (1.64%) MDX
Miscellaneous
1 16 (26.23%) Analytical Skills
2 13 (21.31%) Greenfield Project
3 9 (14.75%) User Experience
4 7 (11.48%) Computer Science
4 7 (11.48%) Mainframe
5 6 (9.84%) Algorithms
6 1 (1.64%) Data Centre
6 1 (1.64%) Data Structures
6 1 (1.64%) Driving Licence
6 1 (1.64%) Enterprise Software
6 1 (1.64%) Management Information System
6 1 (1.64%) Public Cloud
6 1 (1.64%) Robotics
Operating Systems
1 7 (11.48%) Linux
2 2 (3.28%) Windows
3 1 (1.64%) Unix
Processes & Methodologies
1 47 (77.05%) Data Visualisation
2 39 (63.93%) Business Intelligence
3 25 (40.98%) Analytics
4 22 (36.07%) ETL
5 18 (29.51%) Data Modelling
6 14 (22.95%) Agile Software Development
7 11 (18.03%) Mathematics
8 8 (13.11%) Project Management
9 7 (11.48%) Data Transformation
9 7 (11.48%) Stakeholder Management
10 6 (9.84%) Actionable Insight
10 6 (9.84%) Data Analysis
10 6 (9.84%) Data Management
10 6 (9.84%) DevOps
10 6 (9.84%) Digital Analytics
10 6 (9.84%) Economics
10 6 (9.84%) Mentoring
10 6 (9.84%) Scrum
11 5 (8.20%) Personalization
11 5 (8.20%) Software Engineering
Programming Languages
1 33 (54.10%) SQL
2 27 (44.26%) Python
3 14 (22.95%) JavaScript
4 11 (18.03%) R
5 10 (16.39%) Java
6 8 (13.11%) T-SQL
7 7 (11.48%) Shell Script
8 6 (9.84%) VBA
9 5 (8.20%) PL/SQL
10 4 (6.56%) C#
11 3 (4.92%) Data Analysis Expressions (DAX)
12 2 (3.28%) C
12 2 (3.28%) Perl
12 2 (3.28%) Ruby
13 1 (1.64%) Go
13 1 (1.64%) Scala
Qualifications
1 9 (14.75%) Degree
2 4 (6.56%) Computer Science Degree
3 2 (3.28%) DV Cleared
3 2 (3.28%) Security Cleared
4 1 (1.64%) Analytics IQ
Quality Assurance & Compliance
1 4 (6.56%) Data Quality
1 4 (6.56%) QA
2 1 (1.64%) PCI DSS
System Software
1 6 (9.84%) Apache Flume
1 6 (9.84%) HDFS
2 2 (3.28%) KVM
2 2 (3.28%) Virtual Machines
2 2 (3.28%) VMware Infrastructure
3 1 (1.64%) Docker
Systems Management
1 4 (6.56%) Nagios
1 4 (6.56%) Oozie
2 2 (3.28%) Grafana
2 2 (3.28%) Kibana
2 2 (3.28%) Puppet
3 1 (1.64%) Hadoop YARN
3 1 (1.64%) Kubernetes
Vendors
1 30 (49.18%) Microsoft
2 23 (37.70%) Tableau
3 14 (22.95%) MicroStrategy
4 11 (18.03%) Oracle
5 10 (16.39%) Informatica
6 9 (14.75%) Google
7 7 (11.48%) Adobe
7 7 (11.48%) Birst
7 7 (11.48%) Cognos
8 5 (8.20%) Facebook
9 4 (6.56%) Cloudera
10 2 (3.28%) Atlassian
10 2 (3.28%) Omniture
10 2 (3.28%) Splunk
10 2 (3.28%) VMware
11 1 (1.64%) Concur
11 1 (1.64%) IBM
11 1 (1.64%) SAP