Period
to 20 April 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Dashboard Development skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Dashboard Development over the 6 months to 20 April 2018 with a comparison to the same period in the previous 2 years.

Dashboard Development
UK
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 754 772 815
Rank change year-on-year +18 +43 +69
Permanent jobs citing Dashboard Development 481 419 510
As % of all permanent IT jobs advertised in the UK 0.27% 0.24% 0.25%
As % of the Processes & Methodologies category 0.30% 0.27% 0.28%
Number of salaries quoted 356 367 416
UK median annual salary £43,500 £47,500 £45,000
Median salary % change year-on-year -8.42% +5.56% +7.14%
10th Percentile £27,500 £29,000 £30,500
90th Percentile £70,625 £71,250 £65,000
UK excluding London median annual salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25% -4.76%

Dashboard Development 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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 161,231 156,030 184,053
As % of all permanent IT jobs advertised in the UK 90.84% 90.43% 89.94%
Number of salaries quoted 130,643 128,474 152,913
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £29,128 £27,854 £27,500
90th Percentile £81,250 £78,750 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Dashboard Development
Job Vacancy Trend

Job postings citing Dashboard Development as a percentage of all IT jobs advertised.

Job vacancy trend for Dashboard Development in the UK

Dashboard Development
Salary Trend

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

Salary trend for Dashboard Development in the UK

Dashboard Development
Salary Histogram

The salary distribution of IT jobs citing Dashboard Development over the 6 months to 20 April 2018.

Salary histogram for Dashboard Development in the UK

Dashboard Development
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dashboard Development within the UK over the 6 months to 20 April 2018. 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
England +20 441 £43,500 -8.42% 72
UK excluding London +46 241 £40,000 -5.88% 43
London -22 228 £50,000 -9.09% 34
North of England +45 79 £35,000 +3.70% 12
South East -10 61 £45,000 - 11
North West +27 58 £32,500 - 9
Midlands +15 46 £32,500 -18.75% 8
West Midlands +8 34 £32,500 -27.78% 6
Scotland -21 22 £65,000 +52.94% 4
Yorkshire +29 17 £30,000 -27.71% 2
South West -10 15 £41,250 +3.13% 4
East Midlands +2 12 £30,000 -25.00% 2
East of England -8 11 £57,500 +12.20% 3
Wales +10 9 £32,870 +39.87%
North East -21 7 £38,000 +8.57% 1
Northern Ireland +4 4 £32,000 +42.22% 1

For the 6 months to 20 April 2018, IT jobs citing Dashboard Development also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Dashboard Development.

1 224 (46.57%) SQL
2 198 (41.16%) Business Intelligence
3 135 (28.07%) Salesforce.com
4 130 (27.03%) Analytics
5 119 (24.74%) Visualisation
6 116 (24.12%) Analytical Skills
7 114 (23.70%) Microsoft
8 110 (22.87%) SQL Server
9 101 (21.00%) Mason
9 101 (21.00%) Power BI
10 93 (19.33%) Tableau
11 92 (19.13%) Finance
11 92 (19.13%) SQL Server Reporting Services
12 83 (17.26%) Data Warehouse
12 83 (17.26%) SQL Server Integration Services
13 77 (16.01%) ETL
14 76 (15.80%) Data Visualisation
15 75 (15.59%) T-SQL
16 73 (15.18%) Stakeholder Management
16 73 (15.18%) Problem-Solving
17 71 (14.76%) QlikView
18 70 (14.55%) Data Modelling
19 64 (13.31%) Microsoft Excel
20 60 (12.47%) Data Analytics
21 58 (12.06%) SQL Server Analysis Services
22 57 (11.85%) Agile Software Development
23 47 (9.77%) Degree
24 46 (9.56%) Decision-Making
25 41 (8.52%) CRM
25 41 (8.52%) Data Analysis

Dashboard Development
Co-occurring IT Skills 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 29 (6.03%) SAS
2 17 (3.53%) SharePoint
3 10 (2.08%) JBoss
4 6 (1.25%) BizTalk Server
5 5 (1.04%) Apache
5 5 (1.04%) IIS
5 5 (1.04%) SharePoint 2013
5 5 (1.04%) Tomcat
6 4 (0.83%) Elasticsearch
7 3 (0.62%) Apache Spark
7 3 (0.62%) Confluence
7 3 (0.62%) Jetty
7 3 (0.62%) WebLogic
7 3 (0.62%) WebSphere
Applications
1 64 (13.31%) Microsoft Excel
2 18 (3.74%) SPSS
3 7 (1.46%) Microsoft Office
4 4 (0.83%) Microsoft PowerPoint
4 4 (0.83%) Microsoft Project
5 3 (0.62%) MS Visio
5 3 (0.62%) Photoshop
6 2 (0.42%) Spreadsheet
Business Applications
1 13 (2.70%) Dynamics CRM
2 10 (2.08%) Cognos Business Intelligence
3 5 (1.04%) Cognos TM1
4 4 (0.83%) Salesforce.com CRM
5 2 (0.42%) Sprinklr
6 1 (0.21%) Sage X3
Cloud Services
1 28 (5.82%) Microsoft Azure
2 23 (4.78%) Amazon AWS
3 21 (4.37%) Salesforce Sales Cloud
4 12 (2.49%) npm
5 10 (2.08%) Salesforce Service Cloud
6 9 (1.87%) Google Analytics
7 8 (1.66%) Azure Data Factory
8 7 (1.46%) Adobe Analytics
9 6 (1.25%) Azure Active Directory
9 6 (1.25%) Cloud Computing
10 5 (1.04%) Amazon CloudWatch
10 5 (1.04%) Office 365
10 5 (1.04%) SaaS
11 4 (0.83%) GitHub
11 4 (0.83%) Serverless
12 3 (0.62%) AWS CloudFormation
12 3 (0.62%) Dynamics 365
12 3 (0.62%) Heroku
12 3 (0.62%) OpenShift
13 2 (0.42%) Amazon EMR
Communications & Networking
1 10 (2.08%) Firewall
2 5 (1.04%) DNS
2 5 (1.04%) SMS
3 1 (0.21%) SSL
3 1 (0.21%) TCP/IP
3 1 (0.21%) VPN
3 1 (0.21%) Wireless
Database & Business Intelligence
1 110 (22.87%) SQL Server
2 101 (21.00%) Power BI
3 92 (19.13%) SQL Server Reporting Services
4 83 (17.26%) Data Warehouse
4 83 (17.26%) SQL Server Integration Services
5 71 (14.76%) QlikView
6 58 (12.06%) SQL Server Analysis Services
7 36 (7.48%) Relational Database
8 27 (5.61%) Qlik Sense
9 24 (4.99%) PostgreSQL
10 19 (3.95%) Big Data
10 19 (3.95%) BusinessObjects
11 17 (3.53%) SQL Server 2016
12 15 (3.12%) Amazon Redshift
13 14 (2.91%) Hadoop
14 13 (2.70%) Crystal Reports
14 13 (2.70%) SQL Server 2012
15 12 (2.49%) Star Schema
16 11 (2.29%) Microsoft Analysis Services
16 11 (2.29%) Spotfire
Development Applications
1 16 (3.33%) Jenkins
2 14 (2.91%) JIRA
3 11 (2.29%) JUnit
3 11 (2.29%) Maven
4 9 (1.87%) Visual Studio
5 7 (1.46%) Git (software)
5 7 (1.46%) Subversion
6 6 (1.25%) SQL Server Management Studio (SSMS)
6 6 (1.25%) Team Foundation Server
7 5 (1.04%) Selenium
8 4 (0.83%) FitNesse
8 4 (0.83%) Gradle
8 4 (0.83%) gulp
8 4 (0.83%) Mockito
9 3 (0.62%) Balsamiq Mockups
9 3 (0.62%) CasperJS
9 3 (0.62%) CircleCI
9 3 (0.62%) Cucumber
9 3 (0.62%) Geb
9 3 (0.62%) RStudio
General
1 92 (19.13%) Finance
2 35 (7.28%) Advertising
2 35 (7.28%) Banking
3 30 (6.24%) Marketing
4 16 (3.33%) Retail
5 10 (2.08%) Investment Banking
6 8 (1.66%) Financial Institution
6 8 (1.66%) Games
7 4 (0.83%) Law
7 4 (0.83%) Private Banking
8 3 (0.62%) Local Government
9 2 (0.42%) Manufacturing
9 2 (0.42%) Telecoms
10 1 (0.21%) Electronics
10 1 (0.21%) Front Office
10 1 (0.21%) Legal
Job Titles
1 126 (26.20%) Developer
2 115 (23.91%) Analyst
3 94 (19.54%) Administrator
4 75 (15.59%) Salesforce Administrator
5 51 (10.60%) Business Intelligence Developer
6 50 (10.40%) Consultant
7 38 (7.90%) Business Intelligence Analyst
8 33 (6.86%) Data Analyst
9 25 (5.20%) Salesforce Consultant
10 24 (4.99%) Project Manager
11 23 (4.78%) SQL Analyst
12 17 (3.53%) Senior Developer
12 17 (3.53%) SQL Data Analyst
13 16 (3.33%) Salesforce Project Manager
14 15 (3.12%) Tableau Analyst
15 14 (2.91%) SQL Developer
16 13 (2.70%) Business Intelligence Consultant
16 13 (2.70%) QlikView Developer
17 12 (2.49%) Business Analyst
17 12 (2.49%) Support Analyst
Libraries, Frameworks & Software Standards
1 101 (21.00%) Mason
2 30 (6.24%) HTML
3 18 (3.74%) .NET
3 18 (3.74%) CSS
3 18 (3.74%) Visualforce
4 16 (3.33%) HTML5
5 15 (3.12%) Web Services
6 13 (2.70%) Spring
7 11 (2.29%) .NET Framework
7 11 (2.29%) XML
8 9 (1.87%) J2EE
9 8 (1.66%) Ajax
9 8 (1.66%) AngularJS
9 8 (1.66%) Node.js
10 7 (1.46%) D3.js
10 7 (1.46%) jQuery
10 7 (1.46%) MDX
10 7 (1.46%) REST
10 7 (1.46%) Twitter Bootstrap
11 6 (1.25%) ASP.NET MVC
Miscellaneous
1 116 (24.12%) Analytical Skills
2 28 (5.82%) Self-Motivation
3 20 (4.16%) Management Information System
4 19 (3.95%) Computer Science
4 19 (3.95%) Data Structures
5 11 (2.29%) User Experience
6 9 (1.87%) Cyberthreat
7 8 (1.66%) Mobile App
8 7 (1.46%) Analytical Mindset
9 6 (1.25%) Greenfield Project
9 6 (1.25%) Online Games
10 5 (1.04%) Algorithms
10 5 (1.04%) Augmented Reality
10 5 (1.04%) Private Cloud
10 5 (1.04%) Tandem
10 5 (1.04%) Virtual Team
11 4 (0.83%) Data Centre
11 4 (0.83%) PMI
11 4 (0.83%) Public Cloud
11 4 (0.83%) Security Operations Centre
Operating Systems
1 15 (3.12%) Linux
1 15 (3.12%) Windows
2 5 (1.04%) Windows Server 2008
2 5 (1.04%) Windows Server 2012
3 2 (0.42%) Unix
Processes & Methodologies
1 198 (41.16%) Business Intelligence
2 130 (27.03%) Analytics
3 119 (24.74%) Visualisation
4 77 (16.01%) ETL
5 76 (15.80%) Data Visualisation
6 73 (15.18%) Problem-Solving
6 73 (15.18%) Stakeholder Management
7 70 (14.55%) Data Modelling
8 60 (12.47%) Data Analytics
9 57 (11.85%) Agile Software Development
10 46 (9.56%) Decision-Making
11 41 (8.52%) CRM
11 41 (8.52%) Data Analysis
12 40 (8.32%) Project Management
13 33 (6.86%) Data Management
14 31 (6.44%) Validation
15 28 (5.82%) ITIL
16 27 (5.61%) DevOps
16 27 (5.61%) Statistics
17 25 (5.20%) Change Management
Programming Languages
1 224 (46.57%) SQL
2 75 (15.59%) T-SQL
3 37 (7.69%) Python
4 35 (7.28%) JavaScript
5 32 (6.65%) Java
6 30 (6.24%) Apex Code
7 17 (3.53%) C#
7 17 (3.53%) VBA
8 15 (3.12%) R
9 13 (2.70%) Perl
10 9 (1.87%) VB
11 8 (1.66%) C++
11 8 (1.66%) PHP
12 7 (1.46%) Bash Shell
12 7 (1.46%) PowerShell
12 7 (1.46%) Shell Script
13 5 (1.04%) C
13 5 (1.04%) Data Analysis Expressions (DAX)
13 5 (1.04%) Java 8
13 5 (1.04%) VB.NET
Qualifications
1 47 (9.77%) Degree
2 20 (4.16%) Security Cleared
3 17 (3.53%) SC Cleared
4 7 (1.46%) Microsoft Certification
5 5 (1.04%) CISSP
5 5 (1.04%) Computer Science Degree
5 5 (1.04%) Master's Degree
5 5 (1.04%) PhD
5 5 (1.04%) PMI Certification
6 4 (0.83%) CEH
6 4 (0.83%) Numerate Degree
6 4 (0.83%) PRINCE2 Certification
7 3 (0.62%) HND
7 3 (0.62%) MCDBA
7 3 (0.62%) MCPD
7 3 (0.62%) MCTS
7 3 (0.62%) PMP
8 2 (0.42%) MCSA
8 2 (0.42%) MCSE
8 2 (0.42%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 32 (6.65%) Data Quality
2 13 (2.70%) QA
3 12 (2.49%) SLA
4 7 (1.46%) GDPR
5 6 (1.25%) PMO
6 5 (1.04%) CRD IV
6 5 (1.04%) EMIR
6 5 (1.04%) MiFID
7 1 (0.21%) Solvency II
System Software
1 11 (2.29%) Active Directory
2 5 (1.04%) Docker
3 2 (0.42%) vSphere
Systems Management
1 8 (1.66%) Opscode Chef
2 7 (1.46%) Microsoft Intune
2 7 (1.46%) SCCM
3 6 (1.25%) Ansible
4 5 (1.04%) Puppet
5 4 (0.83%) Kibana
5 4 (0.83%) Systems Management Server (SMS)
6 3 (0.62%) Kubernetes
6 3 (0.62%) QRadar
6 3 (0.62%) Terraform
6 3 (0.62%) vRealize
7 2 (0.42%) Rundeck
7 2 (0.42%) Tivoli Storage Manager
Vendors
1 135 (28.07%) Salesforce.com
2 114 (23.70%) Microsoft
3 93 (19.33%) Tableau
4 25 (5.20%) SAP
5 23 (4.78%) Oracle
6 21 (4.37%) Cognos
7 17 (3.53%) ServiceNow
8 14 (2.91%) MicroStrategy
9 13 (2.70%) Remedy
10 10 (2.08%) Google
11 9 (1.87%) Adobe
11 9 (1.87%) IBM
12 7 (1.46%) Alteryx
12 7 (1.46%) Splunk
13 5 (1.04%) Capita
13 5 (1.04%) Coremetrics
13 5 (1.04%) Sun
14 4 (0.83%) AppDynamics
14 4 (0.83%) SolarWinds
14 4 (0.83%) Teradata