Period
to 25 June 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 25 June 2018 with a comparison to the same period in the previous 2 years.

Dashboard Development
UK
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 715 755 862
Rank change year-on-year +40 +107 -48
Permanent jobs citing Dashboard Development 516 447 460
As % of all permanent IT jobs advertised in the UK 0.30% 0.26% 0.23%
As % of the Processes & Methodologies category 0.33% 0.28% 0.26%
Number of salaries quoted 417 383 384
UK median annual salary £45,000 £45,000 £48,750
Median salary % change year-on-year - -7.69% +14.71%
10th Percentile £30,000 £29,750 £30,650
90th Percentile £75,000 £66,250 £65,000
UK excluding London median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 157,893 156,906 180,307
As % of all permanent IT jobs advertised in the UK 90.74% 90.61% 89.98%
Number of salaries quoted 126,632 127,722 149,946
UK median annual salary £50,000 £48,190 £47,500
Median salary % change year-on-year +3.76% +1.45% +1.06%
10th Percentile £29,000 £28,000 £27,500
90th Percentile £82,500 £78,750 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +2.41%

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 25 June 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 25 June 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 +60 479 £45,000 - 75
London +4 256 £47,500 -5.00% 29
UK excluding London +31 241 £42,500 +6.25% 52
North of England +69 80 £40,000 +23.08% 14
South East -9 70 £47,500 +5.56% 22
North West +27 56 £40,000 +23.08% 11
Midlands +12 41 £34,745 -13.14% 8
West Midlands +39 30 £37,500 -16.67% 8
Yorkshire +35 18 £42,500 +3.66% 1
Scotland -18 17 £65,000 +44.44% 5
South West -13 15 £40,000 - 1
East of England -4 11 £40,000 -15.79% 1
East Midlands -11 11 £30,000 -25.00%
Wales +18 7 £37,500 +31.27%
North East -11 7 £30,500 -12.86% 2
Northern Ireland +8 2 £37,500 +66.67% 1

For the 6 months to 25 June 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.

1 257 (49.81%) SQL
2 225 (43.60%) Business Intelligence
3 148 (28.68%) Analytics
4 142 (27.52%) Salesforce.com
4 142 (27.52%) Visualisation
5 134 (25.97%) Microsoft
6 133 (25.78%) Analytical Skills
7 132 (25.58%) SQL Server
8 122 (23.64%) Tableau
8 122 (23.64%) Power BI
9 119 (23.06%) Finance
10 107 (20.74%) SQL Server Reporting Services
11 104 (20.16%) SQL Server Integration Services
12 103 (19.96%) ETL
13 97 (18.80%) Mason
14 94 (18.22%) Data Warehouse
15 85 (16.47%) T-SQL
16 84 (16.28%) Data Modelling
17 83 (16.09%) Data Visualisation
18 80 (15.50%) Degree
19 73 (14.15%) SQL Server Analysis Services
19 73 (14.15%) Problem-Solving
20 69 (13.37%) Data Analysis
21 67 (12.98%) Microsoft Excel
22 66 (12.79%) QlikView
23 62 (12.02%) Stakeholder Management
24 61 (11.82%) Agile Software Development
25 57 (11.05%) Python
25 57 (11.05%) CRM
26 53 (10.27%) Marketing

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 21 (4.07%) SharePoint
2 17 (3.29%) SAS
3 11 (2.13%) Apache
4 10 (1.94%) IIS
4 10 (1.94%) JBoss
4 10 (1.94%) SharePoint 2013
5 8 (1.55%) Elasticsearch
6 6 (1.16%) Tomcat
7 5 (0.97%) BizTalk Server
8 3 (0.58%) Jetty
8 3 (0.58%) WebLogic
8 3 (0.58%) WebSphere
9 2 (0.39%) Apache Spark
9 2 (0.39%) Confluence
Applications
1 67 (12.98%) Microsoft Excel
2 15 (2.91%) Microsoft Office
2 15 (2.91%) SPSS
3 4 (0.78%) Microsoft Project
4 3 (0.58%) Microsoft PowerPoint
4 3 (0.58%) MS Visio
5 2 (0.39%) Photoshop
6 1 (0.19%) Spreadsheet
Business Applications
1 19 (3.68%) Cognos Business Intelligence
2 11 (2.13%) Salesforce.com CRM
3 10 (1.94%) Dynamics CRM
4 9 (1.74%) Cognos TM1
5 4 (0.78%) SAP S/4HANA
6 2 (0.39%) Dynamics NAV
6 2 (0.39%) Misys Midas
6 2 (0.39%) NetSuite
6 2 (0.39%) Sprinklr
7 1 (0.19%) FastStats
7 1 (0.19%) SAP Business One
7 1 (0.19%) Tesseract
7 1 (0.19%) Unit4 Business World
Cloud Services
1 28 (5.43%) Amazon AWS
2 20 (3.88%) Microsoft Azure
3 15 (2.91%) npm
4 13 (2.52%) Salesforce Sales Cloud
4 13 (2.52%) Salesforce Service Cloud
5 10 (1.94%) Cloud Computing
5 10 (1.94%) Google Analytics
6 6 (1.16%) AWS CloudFormation
6 6 (1.16%) Azure Active Directory
6 6 (1.16%) Azure Data Factory
7 5 (0.97%) Amazon CloudWatch
7 5 (0.97%) SaaS
7 5 (0.97%) Serverless
8 4 (0.78%) IBM Cloud
9 3 (0.58%) Adobe Analytics
9 3 (0.58%) GitHub
9 3 (0.58%) Heroku
9 3 (0.58%) Office 365
9 3 (0.58%) OpenShift
10 2 (0.39%) Trello
Communications & Networking
1 11 (2.13%) Firewall
2 10 (1.94%) DNS
3 2 (0.39%) SAN
4 1 (0.19%) Kerberos
4 1 (0.19%) Reverse Proxy
4 1 (0.19%) SMS
4 1 (0.19%) TCP/IP
4 1 (0.19%) Wireless
Database & Business Intelligence
1 132 (25.58%) SQL Server
2 122 (23.64%) Power BI
3 107 (20.74%) SQL Server Reporting Services
4 104 (20.16%) SQL Server Integration Services
5 94 (18.22%) Data Warehouse
6 73 (14.15%) SQL Server Analysis Services
7 66 (12.79%) QlikView
8 46 (8.91%) Relational Database
9 29 (5.62%) Big Data
9 29 (5.62%) Crystal Reports
10 28 (5.43%) PostgreSQL
11 27 (5.23%) BusinessObjects
12 26 (5.04%) Data Mining
13 25 (4.84%) Qlik Sense
14 20 (3.88%) Microsoft Analysis Services
15 16 (3.10%) SQL Server 2012
16 14 (2.71%) NoSQL
17 13 (2.52%) Hadoop
17 13 (2.52%) OLAP
18 11 (2.13%) MongoDB
Development Applications
1 15 (2.91%) Jenkins
2 14 (2.71%) JUnit
2 14 (2.71%) Maven
2 14 (2.71%) Visual Studio
3 13 (2.52%) JIRA
4 12 (2.33%) SQL Server Management Studio (SSMS)
5 11 (2.13%) Team Foundation Server
6 10 (1.94%) Subversion
7 7 (1.36%) FitNesse
7 7 (1.36%) Git (software)
7 7 (1.36%) gulp
7 7 (1.36%) Mockito
8 5 (0.97%) RStudio
8 5 (0.97%) Selenium
9 4 (0.78%) Gradle
10 3 (0.58%) CasperJS
10 3 (0.58%) CircleCI
10 3 (0.58%) Cucumber
10 3 (0.58%) Geb
10 3 (0.58%) Grunt
General
1 119 (23.06%) Finance
2 53 (10.27%) Marketing
3 40 (7.75%) Banking
4 31 (6.01%) Advertising
5 18 (3.49%) Investment Banking
6 15 (2.91%) Retail
7 12 (2.33%) Front Office
8 11 (2.13%) Financial Institution
9 10 (1.94%) Games
10 4 (0.78%) General Ledger
10 4 (0.78%) Manufacturing
10 4 (0.78%) Private Banking
11 3 (0.58%) Law
11 3 (0.58%) Local Government
11 3 (0.58%) Pharmaceutical
12 2 (0.39%) Publishing
13 1 (0.19%) Back Office
13 1 (0.19%) Electronics
13 1 (0.19%) French Language
13 1 (0.19%) Legal
Job Titles
1 145 (28.10%) Developer
2 121 (23.45%) Analyst
3 95 (18.41%) Administrator
4 84 (16.28%) Salesforce Administrator
5 60 (11.63%) Business Intelligence Developer
6 44 (8.53%) Consultant
7 41 (7.95%) Business Intelligence Analyst
8 35 (6.78%) Data Analyst
9 20 (3.88%) SQL Developer
10 17 (3.29%) SQL Analyst
11 16 (3.10%) Business Intelligence Consultant
11 16 (3.10%) Dashboard Developer
11 16 (3.10%) Salesforce Analyst
12 15 (2.91%) Business Analyst
12 15 (2.91%) Business Developer
12 15 (2.91%) Project Manager
13 14 (2.71%) Applications Support
13 14 (2.71%) Python Developer
13 14 (2.71%) Support Analyst
14 13 (2.52%) Java Developer
Libraries, Frameworks & Software Standards
1 97 (18.80%) Mason
2 35 (6.78%) HTML
3 30 (5.81%) Web Services
4 24 (4.65%) .NET
5 22 (4.26%) Visualforce
6 16 (3.10%) .NET Framework
6 16 (3.10%) CSS
6 16 (3.10%) HTML5
6 16 (3.10%) Spring
7 15 (2.91%) XML
8 11 (2.13%) SciPy
9 10 (1.94%) NumPy
9 10 (1.94%) Pandas
10 9 (1.74%) J2EE
10 9 (1.74%) Node.js
10 9 (1.74%) REST
11 8 (1.55%) ASP.NET Web API
12 7 (1.36%) Ajax
12 7 (1.36%) AngularJS
12 7 (1.36%) Twitter Bootstrap
Miscellaneous
1 133 (25.78%) Analytical Skills
2 29 (5.62%) Self-Motivation
3 21 (4.07%) Computer Science
4 15 (2.91%) Management Information System
4 15 (2.91%) User Experience
5 14 (2.71%) Equities
5 14 (2.71%) Foreign Exchange (FX)
5 14 (2.71%) Virtual Team
6 10 (1.94%) Client/Server
6 10 (1.94%) Data Structures
6 10 (1.94%) Hedge funds
7 9 (1.74%) Algorithms
7 9 (1.74%) Cyberthreat
7 9 (1.74%) Derivative
7 9 (1.74%) OTC Derivatives
8 8 (1.55%) Mobile App
8 8 (1.55%) Public Cloud
9 7 (1.36%) Data Centre
10 6 (1.16%) Greenfield Project
10 6 (1.16%) Online Games
Operating Systems
1 28 (5.43%) Linux
2 22 (4.26%) Windows
3 10 (1.94%) Windows Server 2008
3 10 (1.94%) Windows Server 2012
4 3 (0.58%) Unix
5 2 (0.39%) Red Hat Enterprise Linux
5 2 (0.39%) Windows Server
6 1 (0.19%) Apple iOS
6 1 (0.19%) Ubuntu
Processes & Methodologies
1 225 (43.60%) Business Intelligence
2 148 (28.68%) Analytics
3 142 (27.52%) Visualisation
4 103 (19.96%) ETL
5 84 (16.28%) Data Modelling
6 83 (16.09%) Data Visualisation
7 73 (14.15%) Problem-Solving
8 69 (13.37%) Data Analysis
9 62 (12.02%) Stakeholder Management
10 61 (11.82%) Agile Software Development
11 57 (11.05%) CRM
12 45 (8.72%) Data Management
13 42 (8.14%) Data Analytics
14 38 (7.36%) Decision-Making
15 34 (6.59%) DevOps
16 33 (6.40%) Statistics
17 28 (5.43%) Project Management
18 27 (5.23%) Migration
19 26 (5.04%) ERP
19 26 (5.04%) Validation
Programming Languages
1 257 (49.81%) SQL
2 85 (16.47%) T-SQL
3 57 (11.05%) Python
4 37 (7.17%) Java
4 37 (7.17%) JavaScript
5 32 (6.20%) Apex Code
6 26 (5.04%) VBA
7 25 (4.84%) C#
8 17 (3.29%) R
9 16 (3.10%) PowerShell
9 16 (3.10%) VB
10 15 (2.91%) Perl
11 9 (1.74%) C++
12 8 (1.55%) Bash Shell
12 8 (1.55%) PHP
12 8 (1.55%) Shell Script
13 6 (1.16%) Data Analysis Expressions (DAX)
13 6 (1.16%) MATLAB
14 5 (0.97%) Groovy
14 5 (0.97%) Java 8
Qualifications
1 80 (15.50%) Degree
2 19 (3.68%) Numerate Degree
3 16 (3.10%) Security Cleared
4 14 (2.71%) SC Cleared
5 9 (1.74%) Microsoft Certification
6 8 (1.55%) Master's Degree
7 7 (1.36%) PhD
8 5 (0.97%) PMI Certification
9 4 (0.78%) MCSE
9 4 (0.78%) PRINCE2 Certification
10 3 (0.58%) PMP
10 3 (0.58%) PRINCE2 Practitioner
11 2 (0.39%) Computer Science Degree
12 1 (0.19%) CISA
12 1 (0.19%) CISM
12 1 (0.19%) CISSP
12 1 (0.19%) MBA
12 1 (0.19%) MCDBA
12 1 (0.19%) MCSA
12 1 (0.19%) MCTS
Quality Assurance & Compliance
1 37 (7.17%) Data Quality
2 19 (3.68%) QA
3 11 (2.13%) SLA
4 10 (1.94%) GDPR
5 2 (0.39%) MiFID
5 2 (0.39%) PMO
6 1 (0.19%) GCP
6 1 (0.19%) ISO/IEC 27001
System Software
1 16 (3.10%) Active Directory
2 8 (1.55%) Docker
3 2 (0.39%) VMware ESXi
3 2 (0.39%) VMware Infrastructure
3 2 (0.39%) vSphere
Systems Management
1 9 (1.74%) Ansible
1 9 (1.74%) Opscode Chef
2 8 (1.55%) Kibana
2 8 (1.55%) Systems Management Server (SMS)
3 6 (1.16%) Terraform
4 5 (0.97%) Kubernetes
4 5 (0.97%) Puppet
5 3 (0.58%) QRadar
5 3 (0.58%) vRealize
6 2 (0.39%) Grafana
6 2 (0.39%) McAfee ePO
6 2 (0.39%) Rundeck
6 2 (0.39%) Tivoli
6 2 (0.39%) Tivoli Monitoring
6 2 (0.39%) Tivoli Storage Manager
7 1 (0.19%) Mesos
7 1 (0.19%) Microsoft Intune
7 1 (0.19%) Prometheus
7 1 (0.19%) rkt
7 1 (0.19%) SCCM
Vendors
1 142 (27.52%) Salesforce.com
2 134 (25.97%) Microsoft
3 122 (23.64%) Tableau
4 30 (5.81%) Oracle
5 28 (5.43%) Cognos
5 28 (5.43%) SAP
6 17 (3.29%) Remedy
7 16 (3.10%) Google
8 14 (2.71%) IBM
9 10 (1.94%) Sun
10 9 (1.74%) MicroStrategy
10 9 (1.74%) ServiceNow
10 9 (1.74%) Splunk
11 7 (1.36%) Adobe
11 7 (1.36%) Alteryx
12 6 (1.16%) Capita
13 4 (0.78%) New Relic
13 4 (0.78%) SolarWinds
13 4 (0.78%) Twitter
13 4 (0.78%) VMware