Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Dashboard Development
UK
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 719 758 762
Rank change year-on-year +39 +4 +139
Permanent jobs citing Dashboard Development 501 451 586
As % of all permanent IT jobs advertised in the UK 0.28% 0.26% 0.28%
As % of the Processes & Methodologies category 0.32% 0.29% 0.31%
Number of salaries quoted 350 396 460
UK median annual salary £43,500 £51,750 £42,500
Median salary % change year-on-year -15.94% +21.76% -
10th Percentile £28,475 £29,000 £31,000
90th Percentile £68,750 £76,250 £65,000
UK excluding London median annual salary £40,000 £43,000 £40,000
% change year-on-year -6.98% +7.50% -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 158,271 157,206 186,418
As % of all permanent IT jobs advertised in the UK 89.89% 89.53% 88.82%
Number of salaries quoted 128,517 129,505 154,372
UK median annual salary £50,000 £48,500 £47,500
Median salary % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £29,000 £28,250 £27,500
90th Percentile £81,250 £79,000 £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 22 February 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 22 February 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 -4 444 £43,500 -17.14% 87
UK excluding London +82 274 £40,000 -6.98% 51
London -34 222 £50,000 -16.67% 39
North of England +54 82 £32,500 +3.17% 17
South East -23 70 £45,000 -5.26% 16
North West +47 60 £32,500 +1.56% 16
Midlands +15 39 £32,500 -18.75% 12
West Midlands +27 31 £32,500 -24.42% 8
South West +17 24 £40,000 +1.27% 1
Scotland -10 24 £50,000 +17.65% 1
Northern Ireland - 21 £30,000 -
Yorkshire +23 18 £35,000 +14.75% 1
East of England 0 11 £50,000 -9.09% 2
Wales +14 9 £32,870 -6.09% 2
East Midlands +9 8 £30,000 -25.00% 4
North East -10 7 £38,000 +16.92%

For the 6 months to 22 February 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.

1 229 (45.71%) Business Intelligence
2 223 (44.51%) SQL
3 143 (28.54%) Analytics
4 123 (24.55%) Microsoft
5 119 (23.75%) Visualisation
6 114 (22.75%) Salesforce.com
7 113 (22.55%) SQL Server
8 112 (22.36%) Analytical Skills
9 107 (21.36%) Finance
10 104 (20.76%) Microsoft Excel
11 103 (20.56%) Tableau
12 97 (19.36%) SQL Server Integration Services
13 96 (19.16%) Stakeholder Management
13 96 (19.16%) SQL Server Reporting Services
14 94 (18.76%) Data Warehouse
15 93 (18.56%) Power BI
16 89 (17.76%) Mason
17 88 (17.56%) Data Modelling
18 79 (15.77%) Data Analytics
19 78 (15.57%) QlikView
20 74 (14.77%) T-SQL
21 73 (14.57%) Agile Software Development
22 72 (14.37%) ETL
22 72 (14.37%) Data Visualisation
23 57 (11.38%) SQL Server Analysis Services
24 56 (11.18%) Degree
25 54 (10.78%) Project Management
26 50 (9.98%) CRM
27 45 (8.98%) Management Information System
28 43 (8.58%) Banking

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 37 (7.39%) SAS
2 16 (3.19%) SharePoint
3 5 (1.00%) Apache Spark
4 4 (0.80%) Elasticsearch
4 4 (0.80%) JBoss
5 2 (0.40%) Confluence
6 1 (0.20%) Apache
6 1 (0.20%) BizTalk Server
Applications
1 104 (20.76%) Microsoft Excel
2 24 (4.79%) Microsoft Office
3 21 (4.19%) Microsoft PowerPoint
4 20 (3.99%) Microsoft Project
4 20 (3.99%) MS Visio
5 17 (3.39%) SPSS
6 1 (0.20%) Photoshop
6 1 (0.20%) Spreadsheet
Business Applications
1 12 (2.40%) Dynamics CRM
2 5 (1.00%) Cognos Business Intelligence
3 4 (0.80%) Cognos TM1
3 4 (0.80%) Salesforce.com CRM
4 1 (0.20%) Oracle ERP
4 1 (0.20%) Remedy ITSM
4 1 (0.20%) Sage X3
Cloud Services
1 26 (5.19%) Microsoft Azure
2 23 (4.59%) Amazon AWS
3 16 (3.19%) Salesforce Sales Cloud
4 9 (1.80%) Google Analytics
4 9 (1.80%) Salesforce Service Cloud
5 7 (1.40%) Azure Data Factory
6 6 (1.20%) SaaS
7 5 (1.00%) Adobe Analytics
7 5 (1.00%) Amazon CloudWatch
7 5 (1.00%) npm
7 5 (1.00%) Office 365
8 4 (0.80%) Azure Machine Learning
8 4 (0.80%) Cloud Computing
9 3 (0.60%) Amazon EMR
9 3 (0.60%) Dynamics 365
9 3 (0.60%) GitHub
10 2 (0.40%) Amazon EC2
10 2 (0.40%) Heroku
11 1 (0.20%) Amazon S3
11 1 (0.20%) PaaS
Communications & Networking
1 10 (2.00%) SMS
2 4 (0.80%) Firewall
3 1 (0.20%) Broadband
3 1 (0.20%) SSL
3 1 (0.20%) VPN
3 1 (0.20%) Wireless
Database & Business Intelligence
1 113 (22.55%) SQL Server
2 97 (19.36%) SQL Server Integration Services
3 96 (19.16%) SQL Server Reporting Services
4 94 (18.76%) Data Warehouse
5 93 (18.56%) Power BI
6 78 (15.57%) QlikView
7 57 (11.38%) SQL Server Analysis Services
8 39 (7.78%) BusinessObjects
9 28 (5.59%) Qlik Sense
10 26 (5.19%) Relational Database
11 25 (4.99%) Big Data
12 23 (4.59%) PostgreSQL
13 19 (3.79%) Amazon Redshift
13 19 (3.79%) SQL Server 2016
14 17 (3.39%) Spotfire
15 14 (2.79%) Data Mart
16 13 (2.59%) Microsoft Analysis Services
16 13 (2.59%) OLAP
16 13 (2.59%) SQL Server 2012
16 13 (2.59%) Star Schema
Development Applications
1 9 (1.80%) Jenkins
2 8 (1.60%) JUnit
2 8 (1.60%) Maven
2 8 (1.60%) Visual Studio
3 5 (1.00%) JIRA
4 4 (0.80%) FitNesse
4 4 (0.80%) gulp
4 4 (0.80%) Mockito
4 4 (0.80%) SQL Server Management Studio (SSMS)
4 4 (0.80%) Subversion
5 2 (0.40%) CasperJS
5 2 (0.40%) CircleCI
5 2 (0.40%) Git (software)
5 2 (0.40%) PhantomJS
5 2 (0.40%) Team Foundation Server
6 1 (0.20%) Balsamiq Mockups
6 1 (0.20%) ERwin
6 1 (0.20%) Oracle APEX
6 1 (0.20%) Oracle Forms
6 1 (0.20%) TeamCity
General
1 107 (21.36%) Finance
2 43 (8.58%) Banking
3 32 (6.39%) Advertising
4 28 (5.59%) Marketing
5 20 (3.99%) Legal
6 17 (3.39%) Investment Banking
7 14 (2.79%) Retail
8 12 (2.40%) Retail Banking
9 7 (1.40%) Games
10 6 (1.20%) Financial Institution
10 6 (1.20%) Front Office
11 5 (1.00%) Law
12 4 (0.80%) Automotive
12 4 (0.80%) Manufacturing
12 4 (0.80%) Telecoms
13 1 (0.20%) Billing
13 1 (0.20%) French Language
13 1 (0.20%) Local Government
13 1 (0.20%) Spanish Language
Job Titles
1 143 (28.54%) Developer
2 111 (22.16%) Analyst
3 71 (14.17%) Administrator
4 57 (11.38%) Business Intelligence Developer
5 53 (10.58%) Salesforce Administrator
6 47 (9.38%) Consultant
7 40 (7.98%) Business Intelligence Analyst
8 30 (5.99%) Data Analyst
9 27 (5.39%) Project Manager
10 26 (5.19%) Salesforce Consultant
11 21 (4.19%) SQL Developer
12 20 (3.99%) SQL Analyst
13 18 (3.59%) Data Warehouse Developer
13 18 (3.59%) Salesforce Project Manager
14 16 (3.19%) Senior Developer
15 15 (2.99%) QlikView Developer
15 15 (2.99%) SQL BI Developer
15 15 (2.99%) Tableau Developer
16 14 (2.79%) Dashboard Developer
16 14 (2.79%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 89 (17.76%) Mason
2 18 (3.59%) HTML
3 15 (2.99%) .NET
4 14 (2.79%) MDX
5 12 (2.40%) CSS
6 11 (2.20%) Web Services
7 10 (2.00%) REST
7 10 (2.00%) Visualforce
8 9 (1.80%) D3.js
8 9 (1.80%) JSON
9 8 (1.60%) AngularJS
9 8 (1.60%) Spring
10 7 (1.40%) Ajax
10 7 (1.40%) jQuery
11 6 (1.20%) HTML5
11 6 (1.20%) React
12 4 (0.80%) Angular 2
12 4 (0.80%) Regular Expression
12 4 (0.80%) Twitter Bootstrap
12 4 (0.80%) XML
Miscellaneous
1 112 (22.36%) Analytical Skills
2 45 (8.98%) Management Information System
3 28 (5.59%) Computer Science
4 21 (4.19%) User Experience
5 18 (3.59%) Data Structures
6 12 (2.40%) Analytical Mindset
7 9 (1.80%) Private Cloud
8 7 (1.40%) Cyberthreat
9 6 (1.20%) Virtual Team
10 5 (1.00%) Augmented Reality
10 5 (1.00%) Greenfield Project
10 5 (1.00%) Mobile App
10 5 (1.00%) Online Games
10 5 (1.00%) Security Operations Centre
11 4 (0.80%) Cybercrime
11 4 (0.80%) Data Centre
11 4 (0.80%) Public Cloud
12 3 (0.60%) Linux Command Line
12 3 (0.60%) Mainframe
12 3 (0.60%) Robotics
Operating Systems
1 15 (2.99%) Linux
2 12 (2.40%) Windows
3 1 (0.20%) Kali Linux
Processes & Methodologies
1 229 (45.71%) Business Intelligence
2 143 (28.54%) Analytics
3 119 (23.75%) Visualisation
4 96 (19.16%) Stakeholder Management
5 88 (17.56%) Data Modelling
6 79 (15.77%) Data Analytics
7 73 (14.57%) Agile Software Development
8 72 (14.37%) Data Visualisation
8 72 (14.37%) ETL
9 54 (10.78%) Project Management
10 50 (9.98%) CRM
11 37 (7.39%) Business Analysis
12 36 (7.19%) Data Analysis
13 31 (6.19%) Scrum
14 30 (5.99%) Validation
15 29 (5.79%) SDLC
16 28 (5.59%) Dimensional Modelling
16 28 (5.59%) Workflow
17 26 (5.19%) Data Management
18 25 (4.99%) Change Management
Programming Languages
1 223 (44.51%) SQL
2 74 (14.77%) T-SQL
3 35 (6.99%) Python
4 28 (5.59%) JavaScript
5 24 (4.79%) VBA
6 23 (4.59%) Apex Code
7 20 (3.99%) Java
8 19 (3.79%) R
9 11 (2.20%) Perl
10 9 (1.80%) Bash Shell
11 7 (1.40%) C#
12 6 (1.20%) VB.NET
13 5 (1.00%) C
13 5 (1.00%) Data Analysis Expressions (DAX)
13 5 (1.00%) PHP
13 5 (1.00%) PowerShell
13 5 (1.00%) Shell Script
14 4 (0.80%) PL/SQL
15 3 (0.60%) C++
15 3 (0.60%) MATLAB
Qualifications
1 56 (11.18%) Degree
2 21 (4.19%) Computer Science Degree
3 17 (3.39%) Security Cleared
4 14 (2.79%) PMI Certification
4 14 (2.79%) SC Cleared
5 13 (2.59%) PMP
6 9 (1.80%) Master's Degree
7 8 (1.60%) Microsoft Certification
8 5 (1.00%) CISSP
9 4 (0.80%) CEH
9 4 (0.80%) PRINCE2 Certification
10 3 (0.60%) HND
10 3 (0.60%) MCDBA
10 3 (0.60%) MCPD
10 3 (0.60%) MCSA
10 3 (0.60%) MCSE
10 3 (0.60%) MCTS
11 2 (0.40%) Numerate Degree
12 1 (0.20%) CompTIA Security+
12 1 (0.20%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 26 (5.19%) Data Quality
2 12 (2.40%) SLA
3 10 (2.00%) CRD IV
3 10 (2.00%) EMIR
3 10 (2.00%) MiFID
4 7 (1.40%) PMO
5 6 (1.20%) QA
6 5 (1.00%) GDPR
7 1 (0.20%) Solvency II
System Software
1 3 (0.60%) Docker
2 2 (0.40%) vSphere
3 1 (0.20%) Active Directory
Systems Management
1 7 (1.40%) Microsoft Intune
1 7 (1.40%) SCCM
2 4 (0.80%) Kibana
2 4 (0.80%) Puppet
2 4 (0.80%) Systems Management Server (SMS)
3 3 (0.60%) Ansible
3 3 (0.60%) Grafana
3 3 (0.60%) Opscode Chef
3 3 (0.60%) vRealize
4 2 (0.40%) QRadar
4 2 (0.40%) Rundeck
5 1 (0.20%) Nessus
Vendors
1 123 (24.55%) Microsoft
2 114 (22.75%) Salesforce.com
3 103 (20.56%) Tableau
4 38 (7.58%) Oracle
5 34 (6.79%) SAP
6 25 (4.99%) Cognos
7 17 (3.39%) ServiceNow
8 16 (3.19%) MicroStrategy
9 14 (2.79%) Google
10 10 (2.00%) Remedy
11 9 (1.80%) Splunk
12 6 (1.20%) AppDynamics
13 5 (1.00%) Adobe
13 5 (1.00%) Coremetrics
13 5 (1.00%) Teradata
14 4 (0.80%) Capita
14 4 (0.80%) IBM
14 4 (0.80%) Infor
14 4 (0.80%) Informatica
14 4 (0.80%) Twitter