Period
to 12 December 2017

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 12 December 2017 with a comparison to the same period in the previous 2 years.

Dashboard Development
UK
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 739 801 758
Rank change year-on-year +62 -43 +161
Permanent jobs citing Dashboard Development 469 449 586
As % of all permanent IT jobs advertised in the UK 0.26% 0.24% 0.27%
As % of the Processes & Methodologies category 0.29% 0.27% 0.31%
Number of salaries quoted 319 381 453
UK median annual salary £42,500 £50,000 £42,500
Median salary % change year-on-year -15.00% +17.65% -
10th Percentile £29,000 £27,500 £31,250
90th Percentile £68,750 £76,250 £62,500
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 161340 166576 190205
As % of all permanent IT jobs advertised in the UK 89.94% 89.44% 88.90%
Number of salaries quoted 127872 138128 157367
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,178 £27,500
90th Percentile £80,000 £80,000 £77,500
UK excluding London median annual salary £44,500 £42,500 £42,500
% change year-on-year +4.71% - +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 12 December 2017.

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 12 December 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
England -2 419 £42,500 -15.00% 28
UK excluding London +33 234 £40,000 -5.88% 16
London +30 231 £47,500 -13.64% 13
North of England +50 71 £32,500 - 8
North West +30 54 £32,500 -7.14% 5
South East -51 49 £45,000 - 1
Midlands +31 36 £35,000 -17.65% 3
West Midlands +33 26 £32,500 -23.98% 2
Scotland -5 23 £45,000 +20.00% 1
Northern Ireland - 21 £30,000 -
South West +5 20 £36,750 -6.96% 2
Yorkshire +29 16 £35,000 +16.67% 3
East of England 0 16 £43,500 -3.33% 1
East Midlands +19 10 £37,500 -3.23% 1
Wales +20 3 £29,000 -3.33%
North East +5 3 £38,000 +26.67%

For the 6 months to 12 December 2017, IT jobs citing Dashboard Development also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Dashboard Development.

1 251 (53.52%) Business Intelligence
2 220 (46.91%) SQL
3 151 (32.20%) Analytics
4 147 (31.34%) Tableau
5 143 (30.49%) Microsoft Excel
6 133 (28.36%) Finance
6 133 (28.36%) Analytical Skills
7 126 (26.87%) Microsoft
8 114 (24.31%) Data Warehouse
8 114 (24.31%) Visualisation
9 104 (22.17%) Data Modelling
10 102 (21.75%) Data Analytics
11 95 (20.26%) SQL Server
12 93 (19.83%) SQL Server Reporting Services
13 90 (19.19%) SQL Server Integration Services
14 87 (18.55%) ETL
15 79 (16.84%) T-SQL
16 76 (16.20%) Agile Software Development
16 76 (16.20%) Power BI
17 72 (15.35%) Banking
17 72 (15.35%) Data Visualisation
18 66 (14.07%) QlikView
18 66 (14.07%) Stakeholder Management
18 66 (14.07%) Salesforce.com
19 60 (12.79%) Degree
20 59 (12.58%) Microsoft PowerPoint
21 58 (12.37%) User Experience
22 52 (11.09%) Asset Management
22 52 (11.09%) Wealth Management
22 52 (11.09%) Translating Business Requirements

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 42 (8.96%) SAS
2 19 (4.05%) SharePoint
3 8 (1.71%) Apache Spark
4 6 (1.28%) Elasticsearch
5 3 (0.64%) Skype for Business
6 2 (0.43%) Apache
6 2 (0.43%) BizTalk Server
6 2 (0.43%) IIS
6 2 (0.43%) JBoss
7 1 (0.21%) MS Project Server
Applications
1 143 (30.49%) Microsoft Excel
2 59 (12.58%) Microsoft PowerPoint
3 25 (5.33%) Microsoft Office
4 21 (4.48%) Microsoft Project
5 20 (4.26%) MS Visio
6 18 (3.84%) SPSS
7 5 (1.07%) Spreadsheet
8 2 (0.43%) Photoshop
Business Applications
1 9 (1.92%) Dynamics CRM
2 2 (0.43%) Cognos TM1
3 1 (0.21%) Cognos Business Intelligence
3 1 (0.21%) Dynamics AX
3 1 (0.21%) Dynamics NAV
3 1 (0.21%) Epicor Vantage
3 1 (0.21%) Oracle ERP
3 1 (0.21%) Remedy ITSM
3 1 (0.21%) Sage X3
3 1 (0.21%) Salesforce.com CRM
Cloud Services
1 29 (6.18%) Microsoft Azure
2 24 (5.12%) Amazon AWS
3 11 (2.35%) Google Analytics
4 10 (2.13%) Salesforce Sales Cloud
5 9 (1.92%) SaaS
6 7 (1.49%) Azure Data Factory
7 5 (1.07%) Adobe Analytics
8 4 (0.85%) Azure Machine Learning
9 3 (0.64%) Dynamics 365
9 3 (0.64%) Office 365
10 2 (0.43%) Amazon EMR
10 2 (0.43%) Google Cloud Platform
10 2 (0.43%) npm
10 2 (0.43%) Salesforce Service Cloud
11 1 (0.21%) AdWords
11 1 (0.21%) Azure Active Directory
11 1 (0.21%) Bluemix
11 1 (0.21%) Cortana Intelligence Suite
11 1 (0.21%) IaaS
11 1 (0.21%) IBM Cloud
Communications & Networking
1 11 (2.35%) HTTP
2 9 (1.92%) SMS
3 3 (0.64%) BGP
3 3 (0.64%) Skype
4 2 (0.43%) Firewall
4 2 (0.43%) Wireless
5 1 (0.21%) Broadband
5 1 (0.21%) LDAP
5 1 (0.21%) SSL
5 1 (0.21%) VPN
Database & Business Intelligence
1 114 (24.31%) Data Warehouse
2 95 (20.26%) SQL Server
3 93 (19.83%) SQL Server Reporting Services
4 90 (19.19%) SQL Server Integration Services
5 76 (16.20%) Power BI
6 66 (14.07%) QlikView
7 48 (10.23%) SQL Server Analysis Services
8 37 (7.89%) BusinessObjects
9 27 (5.76%) Qlik Sense
10 22 (4.69%) Big Data
11 18 (3.84%) Relational Database
12 16 (3.41%) Spotfire
13 15 (3.20%) Oracle BI EE
13 15 (3.20%) SQL Server 2016
14 13 (2.77%) OLAP
15 11 (2.35%) Amazon Redshift
15 11 (2.35%) PostgreSQL
16 10 (2.13%) Data Mart
17 9 (1.92%) Crystal Reports
17 9 (1.92%) Microsoft Analysis Services
Development Applications
1 21 (4.48%) Visual Studio
2 10 (2.13%) Jenkins
3 6 (1.28%) Git (software)
4 5 (1.07%) SQL Server Management Studio (SSMS)
4 5 (1.07%) Team Foundation Server
5 3 (0.64%) Cucumber
5 3 (0.64%) Eclipse
5 3 (0.64%) JIRA
5 3 (0.64%) Selenium
5 3 (0.64%) WebDriver
6 2 (0.43%) Balsamiq Mockups
6 2 (0.43%) Bower
6 2 (0.43%) Grunt
6 2 (0.43%) JUnit
6 2 (0.43%) Maven
7 1 (0.21%) Oracle APEX
7 1 (0.21%) Oracle Forms
7 1 (0.21%) TeamCity
General
1 133 (28.36%) Finance
2 72 (15.35%) Banking
3 50 (10.66%) Investment Banking
4 49 (10.45%) Retail Banking
5 36 (7.68%) Marketing
6 20 (4.26%) Legal
7 19 (4.05%) Retail
8 13 (2.77%) Advertising
9 6 (1.28%) Front Office
10 4 (0.85%) Automotive
10 4 (0.85%) Law
10 4 (0.85%) Publishing
10 4 (0.85%) Telecoms
11 3 (0.64%) Manufacturing
12 2 (0.43%) Billing
12 2 (0.43%) French Language
12 2 (0.43%) Spanish Language
13 1 (0.21%) Financial Institution
13 1 (0.21%) Games
Job Titles
1 130 (27.72%) Developer
2 120 (25.59%) Analyst
3 56 (11.94%) Business Intelligence Developer
4 52 (11.09%) Business Intelligence Analyst
5 38 (8.10%) Administrator
6 35 (7.46%) Consultant
7 29 (6.18%) SQL Developer
8 24 (5.12%) Salesforce Administrator
9 21 (4.48%) Data Analyst
9 21 (4.48%) SQL Analyst
9 21 (4.48%) SQL BI Developer
9 21 (4.48%) Tableau Developer
10 20 (4.26%) Project Manager
10 20 (4.26%) Senior Analyst
11 17 (3.62%) Analyst Developer
11 17 (3.62%) Salesforce Consultant
12 16 (3.41%) SSRS Developer
13 15 (3.20%) Business Manager
14 14 (2.99%) Business Developer
14 14 (2.99%) Senior Developer
Libraries, Frameworks & Software Standards
1 48 (10.23%) Mason
2 25 (5.33%) HTML
3 23 (4.90%) .NET
4 21 (4.48%) MDX
5 16 (3.41%) CSS
6 14 (2.99%) Web Services
7 11 (2.35%) REST
7 11 (2.35%) Visualforce
8 9 (1.92%) D3.js
8 9 (1.92%) HTML5
8 9 (1.92%) JSON
9 8 (1.71%) .NET Framework
9 8 (1.71%) Ajax
10 7 (1.49%) ASP.NET
10 7 (1.49%) ASP.NET MVC
10 7 (1.49%) ASP.NET Web API
10 7 (1.49%) Entity Framework
11 6 (1.28%) AngularJS
11 6 (1.28%) XML
12 5 (1.07%) Leaflet
Miscellaneous
1 133 (28.36%) Analytical Skills
2 58 (12.37%) User Experience
3 50 (10.66%) Management Information System
4 29 (6.18%) Computer Science
5 13 (2.77%) Data Structures
6 12 (2.56%) Private Cloud
7 10 (2.13%) Analytical Mindset
8 5 (1.07%) Augmented Reality
8 5 (1.07%) Mobile App
9 4 (0.85%) Cybercrime
9 4 (0.85%) Security Operations Centre
10 3 (0.64%) CMDB
10 3 (0.64%) Credit Risk
10 3 (0.64%) Driving Licence
10 3 (0.64%) iPad
11 2 (0.43%) Blog
11 2 (0.43%) Fintech
11 2 (0.43%) NHS
11 2 (0.43%) PMI
11 2 (0.43%) Robotics
Operating Systems
1 13 (2.77%) Linux
2 8 (1.71%) Windows
3 6 (1.28%) CoreOS
4 2 (0.43%) Kali Linux
4 2 (0.43%) Windows Server 2008
4 2 (0.43%) Windows Server 2012
5 1 (0.21%) CentOS
Processes & Methodologies
1 251 (53.52%) Business Intelligence
2 151 (32.20%) Analytics
3 114 (24.31%) Visualisation
4 104 (22.17%) Data Modelling
5 102 (21.75%) Data Analytics
6 87 (18.55%) ETL
7 76 (16.20%) Agile Software Development
8 72 (15.35%) Data Visualisation
9 66 (14.07%) Stakeholder Management
10 52 (11.09%) Asset Management
10 52 (11.09%) Translating Business Requirements
10 52 (11.09%) Wealth Management
11 48 (10.23%) Project Management
12 47 (10.02%) CRM
13 39 (8.32%) Business Analysis
13 39 (8.32%) Scrum
14 31 (6.61%) Data Analysis
15 25 (5.33%) SDLC
16 24 (5.12%) Validation
17 23 (4.90%) Data Management
Programming Languages
1 220 (46.91%) SQL
2 79 (16.84%) T-SQL
3 36 (7.68%) Python
4 30 (6.40%) JavaScript
5 27 (5.76%) VBA
6 22 (4.69%) R
7 18 (3.84%) Apex Code
8 16 (3.41%) Java
9 14 (2.99%) C#
10 13 (2.77%) PL/SQL
11 10 (2.13%) Bash Shell
12 7 (1.49%) PowerShell
13 6 (1.28%) Groovy
14 5 (1.07%) C
14 5 (1.07%) PHP
15 4 (0.85%) Shell Script
16 3 (0.64%) Go
16 3 (0.64%) VB.NET
17 2 (0.43%) MATLAB
18 1 (0.21%) Data Analysis Expressions (DAX)
Qualifications
1 60 (12.79%) Degree
2 25 (5.33%) Computer Science Degree
3 13 (2.77%) PMI Certification
4 12 (2.56%) Master's Degree
5 11 (2.35%) PMP
6 8 (1.71%) Security Cleared
7 7 (1.49%) SC Cleared
8 5 (1.07%) Microsoft Certification
9 2 (0.43%) CEH
9 2 (0.43%) CISSP
9 2 (0.43%) CompTIA Security+
9 2 (0.43%) HND
9 2 (0.43%) MCDBA
9 2 (0.43%) MCPD
9 2 (0.43%) MCSA
9 2 (0.43%) MCSE
9 2 (0.43%) MCTS
9 2 (0.43%) Security+ Certification
10 1 (0.21%) MBA
10 1 (0.21%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 23 (4.90%) Data Quality
2 10 (2.13%) CRD IV
2 10 (2.13%) EMIR
2 10 (2.13%) MiFID
3 7 (1.49%) PMO
4 4 (0.85%) GDPR
4 4 (0.85%) QA
5 2 (0.43%) SLA
6 1 (0.21%) Solvency II
System Software
1 12 (2.56%) Docker
2 6 (1.28%) LXC
2 6 (1.28%) vSphere
3 3 (0.64%) Active Directory
3 3 (0.64%) VMware Infrastructure
Systems Management
1 11 (2.35%) Grafana
2 7 (1.49%) Ansible
3 6 (1.28%) Kibana
3 6 (1.28%) Kubernetes
3 6 (1.28%) Prometheus
3 6 (1.28%) SCCM
3 6 (1.28%) Terraform
4 5 (1.07%) Microsoft Intune
4 5 (1.07%) Puppet
5 3 (0.64%) rkt
6 2 (0.43%) Nessus
7 1 (0.21%) Opscode Chef
7 1 (0.21%) Systems Management Server (SMS)
Vendors
1 147 (31.34%) Tableau
2 126 (26.87%) Microsoft
3 66 (14.07%) Salesforce.com
4 38 (8.10%) Oracle
5 23 (4.90%) SAP
6 20 (4.26%) Google
7 17 (3.62%) Cognos
8 10 (2.13%) Splunk
9 8 (1.71%) Hyperion
9 8 (1.71%) Informatica
9 8 (1.71%) MicroStrategy
9 8 (1.71%) ServiceNow
10 5 (1.07%) Adobe
10 5 (1.07%) Coremetrics
10 5 (1.07%) Twitter
11 4 (0.85%) Apple
11 4 (0.85%) Infor
11 4 (0.85%) Teradata
12 3 (0.64%) Remedy
12 3 (0.64%) Sybase