Period
to 21 August 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 21 August 2017 with a comparison to the same period in the previous 2 years.

Dashboard Development
UK
6 months to
21 Aug 2017
Same period 2016 Same period 2015
Rank 787 803 795
Rank change year-on-year +16 -8 +161
Permanent jobs citing Dashboard Development 416 482 545
As % of all permanent IT jobs advertised in the UK 0.24% 0.24% 0.25%
As % of the Processes & Methodologies category 0.26% 0.27% 0.28%
Number of salaries quoted 322 399 426
UK median annual salary £40,000 £47,500 £42,500
Median salary % change year-on-year -15.79% +11.76% -5.56%
10th Percentile £29,750 £29,000 £31,250
90th Percentile £62,500 £68,750 £65,000
UK excluding London median annual salary £40,000 £40,000 £39,500
% change year-on-year - +1.27% -1.25%

Dashboard Development is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 158275 175507 192436
As % of all permanent IT job vacancies advertised in the UK 89.92% 89.06% 88.16%
Number of salaries quoted 125523 146398 157190
UK median annual salary £50,000 £49,000 £47,500
Median salary % change year-on-year +2.04% +3.16% +5.56%
10th Percentile £28,750 £27,625 £27,500
90th Percentile £80,000 £77,500 £76,250
UK excluding London median annual salary £42,500 £42,500 £42,500

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 21 August 2017.

Salary histogram for Dashboard Development in the UK

Dashboard Development
Top 15 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 21 August 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 +22 390 £40,000 -17.95% 43
London +93 228 £45,000 -18.18% 19
UK excluding London -16 177 £40,000 - 26
South East +10 55 £42,500 -5.56% 7
North of England -45 42 £32,500 -7.14% 8
Midlands +23 32 £40,000 - 7
North West -32 31 £32,500 -7.14% 4
East Midlands +26 23 £40,000 - 2
South West +15 20 £40,000 - 2
Yorkshire -4 11 £37,500 -18.92% 4
Scotland +9 10 £45,000 +20.00% 2
East of England -3 10 £43,500 +24.29% 1
West Midlands +8 9 £47,500 -5.00% 5
Wales +22 6 £28,567 -4.78%
Northern Ireland - 3 £22,500 -

For the 6 months to 21 August 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.

1 221 (53.13%) Business Intelligence
2 205 (49.28%) SQL
3 143 (34.38%) Tableau
4 135 (32.45%) Analytical Skills
5 119 (28.61%) Microsoft Excel
6 117 (28.13%) Finance
7 116 (27.88%) Visualisation
8 110 (26.44%) Analytics
9 98 (23.56%) Data Warehouse
10 97 (23.32%) Microsoft
11 92 (22.12%) ETL
12 88 (21.15%) SQL Server
12 88 (21.15%) Data Visualisation
13 81 (19.47%) SQL Server Integration Services
14 73 (17.55%) Data Modelling
14 73 (17.55%) SQL Server Reporting Services
15 71 (17.07%) Data Analytics
16 64 (15.38%) QlikView
17 63 (15.14%) Microsoft PowerPoint
18 60 (14.42%) Retail
19 59 (14.18%) Salesforce.com
20 58 (13.94%) T-SQL
21 54 (12.98%) Banking
22 53 (12.74%) User Experience
23 48 (11.54%) Asset Management
23 48 (11.54%) Wealth Management
23 48 (11.54%) Marketing
23 48 (11.54%) Translating Business Requirements
24 46 (11.06%) Retail Banking
24 46 (11.06%) Investment 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 36 (8.65%) SAS
2 13 (3.13%) Elasticsearch
2 13 (3.13%) SharePoint
3 8 (1.92%) Apache Spark
3 8 (1.92%) IIS
4 3 (0.72%) Skype for Business
5 2 (0.48%) Tomcat
6 1 (0.24%) Apache
6 1 (0.24%) BizTalk Server
6 1 (0.24%) MS Project Server
6 1 (0.24%) WebLogic
Applications
1 119 (28.61%) Microsoft Excel
2 63 (15.14%) Microsoft PowerPoint
3 11 (2.64%) Microsoft Office
3 11 (2.64%) SPSS
4 5 (1.20%) Spreadsheet
5 2 (0.48%) MS Visio
6 1 (0.24%) Microsoft Project
Business Applications
1 12 (2.88%) Cognos Business Intelligence
2 4 (0.96%) Salesforce.com CRM
3 3 (0.72%) Cognos TM1
4 2 (0.48%) Dynamics AX
4 2 (0.48%) Dynamics CRM
4 2 (0.48%) Dynamics NAV
4 2 (0.48%) Epicor Vantage
5 1 (0.24%) FastStats
5 1 (0.24%) Remedy ITSM
Cloud Services
1 34 (8.17%) Amazon AWS
2 14 (3.37%) Microsoft Azure
2 14 (3.37%) SaaS
3 11 (2.64%) Google Analytics
4 9 (2.16%) Google Cloud Platform
5 7 (1.68%) Adobe Analytics
6 5 (1.20%) Salesforce Service Cloud
7 4 (0.96%) Salesforce Sales Cloud
8 2 (0.48%) Boomi
8 2 (0.48%) Force.com
8 2 (0.48%) OpenShift
9 1 (0.24%) Amazon CloudWatch
9 1 (0.24%) Amazon EC2
9 1 (0.24%) Amazon ElastiCache
9 1 (0.24%) Amazon ELB
9 1 (0.24%) Amazon EMR
9 1 (0.24%) Amazon S3
9 1 (0.24%) Office 365
9 1 (0.24%) Route 53
9 1 (0.24%) Virtual Private Cloud
Communications & Networking
1 16 (3.85%) HTTP
2 12 (2.88%) Firewall
3 8 (1.92%) BGP
4 4 (0.96%) Intranet
5 3 (0.72%) Skype
6 2 (0.48%) Broadband
6 2 (0.48%) Intrusion Detection
6 2 (0.48%) LDAP
6 2 (0.48%) Network Security
6 2 (0.48%) TCP/IP
7 1 (0.24%) DSL
7 1 (0.24%) HTTPS
7 1 (0.24%) Internet
7 1 (0.24%) Wireless
Database & Business Intelligence
1 98 (23.56%) Data Warehouse
2 88 (21.15%) SQL Server
3 81 (19.47%) SQL Server Integration Services
4 73 (17.55%) SQL Server Reporting Services
5 64 (15.38%) QlikView
6 44 (10.58%) Power BI
7 39 (9.38%) SQL Server Analysis Services
8 37 (8.89%) BusinessObjects
9 20 (4.81%) Qlik Sense
10 19 (4.57%) Oracle BI EE
11 17 (4.09%) Big Data
12 14 (3.37%) Hadoop
13 13 (3.13%) PostgreSQL
14 12 (2.88%) Apache Cassandra
15 11 (2.64%) Crystal Reports
15 11 (2.64%) MySQL
15 11 (2.64%) Relational Database
15 11 (2.64%) SQL Server 2016
16 10 (2.40%) Apache Hive
16 10 (2.40%) SQL Server 2012
Development Applications
1 27 (6.49%) Visual Studio
2 17 (4.09%) Git (software)
3 12 (2.88%) Jenkins
4 9 (2.16%) Team Foundation Server
5 6 (1.44%) Cucumber
6 5 (1.20%) Talend Open Studio
7 4 (0.96%) Eclipse
7 4 (0.96%) Selenium
8 3 (0.72%) WebDriver
9 2 (0.48%) Artifactory
9 2 (0.48%) JUnit
9 2 (0.48%) Maven
9 2 (0.48%) SQL Server Management Studio (SSMS)
9 2 (0.48%) Subversion
10 1 (0.24%) ERwin
10 1 (0.24%) JIRA
10 1 (0.24%) SonarQube
General
1 117 (28.13%) Finance
2 60 (14.42%) Retail
3 54 (12.98%) Banking
4 48 (11.54%) Marketing
5 46 (11.06%) Investment Banking
5 46 (11.06%) Retail Banking
6 16 (3.85%) Legal
7 15 (3.61%) Telecoms
8 11 (2.64%) Advertising
9 9 (2.16%) Manufacturing
10 5 (1.20%) Publishing
11 3 (0.72%) Games
12 2 (0.48%) Billing
12 2 (0.48%) French Language
12 2 (0.48%) General Ledger
13 1 (0.24%) German Language
13 1 (0.24%) Spanish Language
Job Titles
1 133 (31.97%) Analyst
2 99 (23.80%) Developer
3 49 (11.78%) Business Intelligence Analyst
4 46 (11.06%) Business Intelligence Developer
5 34 (8.17%) Administrator
6 32 (7.69%) Salesforce Administrator
7 31 (7.45%) Consultant
8 26 (6.25%) Report Analyst
8 26 (6.25%) SQL Developer
9 24 (5.77%) SSRS Developer
10 22 (5.29%) SQL Analyst
11 21 (5.05%) DevOps Engineer
12 19 (4.57%) Data Analyst
13 18 (4.33%) SSIS Developer
14 16 (3.85%) Business Intelligence Consultant
14 16 (3.85%) Senior Analyst
15 14 (3.37%) Analyst Developer
15 14 (3.37%) Business Developer
15 14 (3.37%) SQL BI Developer
15 14 (3.37%) SSAS Developer
Libraries, Frameworks & Software Standards
1 28 (6.73%) Mason
2 22 (5.29%) .NET
3 18 (4.33%) MDX
4 15 (3.61%) HTML
5 14 (3.37%) Web Services
6 8 (1.92%) CSS
6 8 (1.92%) HTML5
7 7 (1.68%) .NET Framework
7 7 (1.68%) ASP.NET
7 7 (1.68%) ASP.NET MVC
7 7 (1.68%) Entity Framework
8 6 (1.44%) ASP.NET Web API
8 6 (1.44%) Visualforce
9 5 (1.20%) Ajax
9 5 (1.20%) JSON
9 5 (1.20%) REST
10 4 (0.96%) XML
11 3 (0.72%) Middleware
11 3 (0.72%) WCF
12 2 (0.48%) TIBCO EMS
Miscellaneous
1 135 (32.45%) Analytical Skills
2 53 (12.74%) User Experience
3 23 (5.53%) Management Information System
4 16 (3.85%) Computer Science
5 13 (3.13%) Security Operations Centre
6 9 (2.16%) Data Structures
7 5 (1.20%) Private Cloud
8 4 (0.96%) iPad
8 4 (0.96%) Social Media
9 3 (0.72%) Fintech
9 3 (0.72%) FMCG
9 3 (0.72%) NHS
10 2 (0.48%) Data Centre
10 2 (0.48%) Data Protection Act
10 2 (0.48%) Driving Licence
10 2 (0.48%) PKI
10 2 (0.48%) Replication
10 2 (0.48%) Robotics
10 2 (0.48%) Smart City
11 1 (0.24%) Smartphone
Operating Systems
1 33 (7.93%) Linux
2 20 (4.81%) Windows
3 12 (2.88%) CoreOS
4 6 (1.44%) Windows Server 2008
4 6 (1.44%) Windows Server 2012
5 5 (1.20%) CentOS
6 3 (0.72%) Solaris
7 2 (0.48%) Unix
8 1 (0.24%) Kali Linux
8 1 (0.24%) Mac OS
8 1 (0.24%) Windows Server
Processes & Methodologies
1 221 (53.13%) Business Intelligence
2 116 (27.88%) Visualisation
3 110 (26.44%) Analytics
4 92 (22.12%) ETL
5 88 (21.15%) Data Visualisation
6 73 (17.55%) Data Modelling
7 71 (17.07%) Data Analytics
8 48 (11.54%) Asset Management
8 48 (11.54%) Translating Business Requirements
8 48 (11.54%) Wealth Management
9 41 (9.86%) Agile Software Development
10 32 (7.69%) CRM
11 30 (7.21%) Validation
12 28 (6.73%) DevOps
13 26 (6.25%) Data Analysis
14 25 (6.01%) Stakeholder Management
15 20 (4.81%) ERP
16 18 (4.33%) Business Analysis
16 18 (4.33%) Continuous Improvement
17 17 (4.09%) Scrum
Programming Languages
1 205 (49.28%) SQL
2 58 (13.94%) T-SQL
3 35 (8.41%) Python
4 22 (5.29%) Java
4 22 (5.29%) VBA
5 21 (5.05%) R
6 13 (3.13%) Bash Shell
6 13 (3.13%) C#
6 13 (3.13%) JavaScript
7 12 (2.88%) Groovy
7 12 (2.88%) PL/SQL
8 10 (2.40%) Apex Code
9 8 (1.92%) Go
9 8 (1.92%) PowerShell
10 6 (1.44%) VB
11 5 (1.20%) MATLAB
12 4 (0.96%) C++
12 4 (0.96%) Data Analysis Expressions (DAX)
13 3 (0.72%) Perl
13 3 (0.72%) PHP
Qualifications
1 41 (9.86%) Degree
2 11 (2.64%) Computer Science Degree
3 10 (2.40%) CEH
3 10 (2.40%) CISSP
4 5 (1.20%) Master's Degree
5 3 (0.72%) Microsoft Certification
6 1 (0.24%) A+ Certification
6 1 (0.24%) CCA
6 1 (0.24%) Citrix Certification
6 1 (0.24%) HND
6 1 (0.24%) MCDBA
6 1 (0.24%) MCP
6 1 (0.24%) MCPD
6 1 (0.24%) MCSA
6 1 (0.24%) MCSD
6 1 (0.24%) MCTS
6 1 (0.24%) PMI Certification
6 1 (0.24%) PMP
6 1 (0.24%) Security Cleared
6 1 (0.24%) Security+ Certification
Quality Assurance & Compliance
1 20 (4.81%) Data Quality
2 11 (2.64%) QA
3 2 (0.48%) CRD IV
3 2 (0.48%) EMIR
3 2 (0.48%) MiFID
4 1 (0.24%) PMO
System Software
1 17 (4.09%) Docker
2 13 (3.13%) vSphere
3 11 (2.64%) LXC
4 9 (2.16%) Active Directory
4 9 (2.16%) VMware Infrastructure
5 2 (0.48%) Oracle RAC
Systems Management
1 17 (4.09%) Grafana
2 15 (3.61%) Ansible
2 15 (3.61%) Kibana
2 15 (3.61%) Prometheus
3 14 (3.37%) Kubernetes
4 13 (3.13%) Terraform
5 8 (1.92%) rkt
6 3 (0.72%) Puppet
7 2 (0.48%) Data Guard
8 1 (0.24%) Marathon
8 1 (0.24%) Mesos
8 1 (0.24%) Nessus
8 1 (0.24%) Oozie
8 1 (0.24%) Opscode Chef
8 1 (0.24%) Rundeck
8 1 (0.24%) SCCM
Vendors
1 143 (34.38%) Tableau
2 97 (23.32%) Microsoft
3 59 (14.18%) Salesforce.com
4 27 (6.49%) Oracle
5 22 (5.29%) Google
6 18 (4.33%) Cognos
7 16 (3.85%) SAP
8 12 (2.88%) Hyperion
8 12 (2.88%) Informatica
9 10 (2.40%) F5
9 10 (2.40%) VMware
10 9 (2.16%) MicroStrategy
11 7 (1.68%) Adobe
11 7 (1.68%) Birst
11 7 (1.68%) Red Hat
12 6 (1.44%) Splunk
13 5 (1.20%) Talend
14 3 (0.72%) IBM
14 3 (0.72%) Remedy
15 2 (0.48%) TIBCO