Period
to 18 October 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 18 October 2017 with a comparison to the same period in the previous 2 years.

Dashboard Development
UK
6 months to
18 Oct 2017
Same period 2016 Same period 2015
Rank 737 771 769
Rank change year-on-year +34 -2 +163
Permanent jobs citing Dashboard Development 453 481 606
As % of all permanent IT jobs advertised in the UK 0.26% 0.25% 0.28%
As % of the Processes & Methodologies category 0.29% 0.28% 0.31%
Number of salaries quoted 318 401 470
UK median annual salary £42,000 £50,000 £42,500
Median salary % change year-on-year -16.00% +17.65% -5.56%
10th Percentile £31,250 £27,500 £31,250
90th Percentile £65,000 £73,750 £60,000
UK excluding London median annual salary £40,000 £40,000 £40,000

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 157092 170968 192910
As % of all permanent IT jobs advertised in the UK 89.95% 89.19% 88.57%
Number of salaries quoted 123714 142316 158568
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 £28,000 £27,500
90th Percentile £80,000 £78,750 £76,250
UK excluding London median annual salary £43,000 £42,500 £42,500
% change year-on-year +1.18% - +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 18 October 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 18 October 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 +27 406 £40,000 -20.00% 24
London +40 241 £45,000 -18.18% 8
UK excluding London +3 201 £40,000 - 21
South East -24 49 £45,000 - 5
North of England +17 48 £32,500 +2.36% 5
North West +4 37 £32,500 - 3
Midlands +37 33 £40,000 -3.03%
South West +15 22 £36,750 -6.96% 4
East Midlands +55 19 £40,000 +11.89%
Scotland +3 19 £45,000 +12.50% 5
Northern Ireland - 18 - -
West Midlands +22 14 £47,500 +2.15%
Yorkshire +15 11 £41,250 +37.50% 2
East of England +8 9 £43,500 +24.29% 2
Wales +23 4 £35,000 +16.67%

For the 6 months to 18 October 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.

1 247 (54.53%) Business Intelligence
2 213 (47.02%) SQL
3 164 (36.20%) Tableau
4 148 (32.67%) Microsoft Excel
5 143 (31.57%) Finance
5 143 (31.57%) Analytics
6 138 (30.46%) Analytical Skills
7 123 (27.15%) Visualisation
8 122 (26.93%) Data Warehouse
9 118 (26.05%) Microsoft
10 105 (23.18%) Data Modelling
11 99 (21.85%) Data Analytics
12 95 (20.97%) SQL Server
13 94 (20.75%) ETL
14 87 (19.21%) SQL Server Integration Services
15 85 (18.76%) Data Visualisation
16 81 (17.88%) SQL Server Reporting Services
17 78 (17.22%) Microsoft PowerPoint
18 74 (16.34%) Banking
19 71 (15.67%) Retail
20 70 (15.45%) Agile Software Development
21 67 (14.79%) T-SQL
22 66 (14.57%) User Experience
23 61 (13.47%) Translating Business Requirements
23 61 (13.47%) Asset Management
23 61 (13.47%) Wealth Management
23 61 (13.47%) QlikView
24 59 (13.02%) Retail Banking
24 59 (13.02%) Investment Banking
25 58 (12.80%) Salesforce.com

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 40 (8.83%) SAS
2 21 (4.64%) SharePoint
3 13 (2.87%) Elasticsearch
4 10 (2.21%) Apache Spark
5 5 (1.10%) IIS
6 3 (0.66%) Skype for Business
7 2 (0.44%) Apache
7 2 (0.44%) Tomcat
8 1 (0.22%) BizTalk Server
8 1 (0.22%) MS Project Server
8 1 (0.22%) WebLogic
Applications
1 148 (32.67%) Microsoft Excel
2 78 (17.22%) Microsoft PowerPoint
3 29 (6.40%) Microsoft Office
4 20 (4.42%) MS Visio
5 19 (4.19%) Microsoft Project
6 16 (3.53%) SPSS
7 4 (0.88%) Spreadsheet
8 1 (0.22%) Photoshop
Business Applications
1 8 (1.77%) Cognos Business Intelligence
2 5 (1.10%) Dynamics CRM
3 4 (0.88%) Salesforce.com CRM
4 2 (0.44%) Cognos TM1
4 2 (0.44%) Dynamics NAV
4 2 (0.44%) Remedy ITSM
5 1 (0.22%) Dynamics AX
5 1 (0.22%) Epicor Vantage
5 1 (0.22%) FastStats
5 1 (0.22%) Oracle ERP
Cloud Services
1 29 (6.40%) Amazon AWS
2 17 (3.75%) Microsoft Azure
3 13 (2.87%) SaaS
4 9 (1.99%) Google Cloud Platform
5 8 (1.77%) Google Analytics
6 7 (1.55%) Adobe Analytics
7 5 (1.10%) Azure Data Factory
8 4 (0.88%) Azure Machine Learning
8 4 (0.88%) Salesforce Sales Cloud
8 4 (0.88%) Salesforce Service Cloud
9 2 (0.44%) Amazon EMR
9 2 (0.44%) Boomi
9 2 (0.44%) Force.com
9 2 (0.44%) OpenShift
10 1 (0.22%) Amazon EC2
10 1 (0.22%) Amazon ELB
10 1 (0.22%) Amazon S3
10 1 (0.22%) npm
10 1 (0.22%) Office 365
10 1 (0.22%) Route 53
Communications & Networking
1 16 (3.53%) HTTP
2 8 (1.77%) BGP
3 5 (1.10%) Firewall
4 4 (0.88%) Intranet
5 3 (0.66%) Skype
5 3 (0.66%) SMS
6 2 (0.44%) Intrusion Detection
6 2 (0.44%) LDAP
6 2 (0.44%) Network Security
6 2 (0.44%) TCP/IP
6 2 (0.44%) Wireless
7 1 (0.22%) Broadband
7 1 (0.22%) DSL
Database & Business Intelligence
1 122 (26.93%) Data Warehouse
2 95 (20.97%) SQL Server
3 87 (19.21%) SQL Server Integration Services
4 81 (17.88%) SQL Server Reporting Services
5 61 (13.47%) QlikView
6 54 (11.92%) Power BI
7 50 (11.04%) BusinessObjects
8 46 (10.15%) SQL Server Analysis Services
9 24 (5.30%) Big Data
10 19 (4.19%) Qlik Sense
11 18 (3.97%) Oracle BI EE
12 14 (3.09%) MySQL
13 13 (2.87%) Hadoop
13 13 (2.87%) SQL Server 2016
14 12 (2.65%) Apache Cassandra
14 12 (2.65%) PostgreSQL
15 11 (2.43%) Apache Hive
15 11 (2.43%) Relational Database
15 11 (2.43%) Spotfire
16 10 (2.21%) SQL Server 2008
Development Applications
1 28 (6.18%) Visual Studio
2 16 (3.53%) Git (software)
3 13 (2.87%) Jenkins
4 9 (1.99%) Team Foundation Server
5 6 (1.32%) Cucumber
6 4 (0.88%) Selenium
7 3 (0.66%) Eclipse
7 3 (0.66%) WebDriver
8 2 (0.44%) Artifactory
8 2 (0.44%) JUnit
8 2 (0.44%) Maven
9 1 (0.22%) Balsamiq Mockups
9 1 (0.22%) Bower
9 1 (0.22%) Grunt
9 1 (0.22%) SQL Server Management Studio (SSMS)
9 1 (0.22%) Subversion
9 1 (0.22%) Talend Open Studio
9 1 (0.22%) TeamCity
General
1 143 (31.57%) Finance
2 74 (16.34%) Banking
3 71 (15.67%) Retail
4 59 (13.02%) Investment Banking
4 59 (13.02%) Retail Banking
5 45 (9.93%) Marketing
6 30 (6.62%) Legal
7 11 (2.43%) Telecoms
8 10 (2.21%) Advertising
9 7 (1.55%) Manufacturing
10 6 (1.32%) Front Office
11 5 (1.10%) Publishing
12 4 (0.88%) Automotive
13 3 (0.66%) Billing
13 3 (0.66%) French Language
13 3 (0.66%) Games
14 2 (0.44%) Law
14 2 (0.44%) Spanish Language
15 1 (0.22%) Financial Institution
15 1 (0.22%) German Language
Job Titles
1 117 (25.83%) Developer
2 114 (25.17%) Analyst
3 48 (10.60%) Business Intelligence Analyst
3 48 (10.60%) Business Intelligence Developer
4 34 (7.51%) SQL Developer
5 31 (6.84%) Consultant
6 29 (6.40%) Administrator
7 27 (5.96%) Salesforce Administrator
8 21 (4.64%) SQL BI Developer
9 20 (4.42%) Senior Analyst
10 19 (4.19%) SSRS Developer
11 18 (3.97%) DevOps Engineer
11 18 (3.97%) Tableau Developer
12 17 (3.75%) Senior Business Intelligence Analyst
12 17 (3.75%) SQL Analyst
13 16 (3.53%) Data Analyst
13 16 (3.53%) Report Analyst
14 15 (3.31%) SSIS Developer
15 14 (3.09%) Analyst Developer
15 14 (3.09%) SSAS Developer
Libraries, Frameworks & Software Standards
1 31 (6.84%) Mason
2 26 (5.74%) .NET
3 23 (5.08%) MDX
4 20 (4.42%) HTML
5 17 (3.75%) Web Services
6 13 (2.87%) CSS
7 11 (2.43%) JSON
8 10 (2.21%) REST
9 8 (1.77%) .NET Framework
9 8 (1.77%) XML
10 7 (1.55%) ASP.NET
10 7 (1.55%) ASP.NET MVC
10 7 (1.55%) Entity Framework
10 7 (1.55%) HTML5
10 7 (1.55%) Visualforce
11 6 (1.32%) Ajax
11 6 (1.32%) ASP.NET Web API
11 6 (1.32%) D3.js
11 6 (1.32%) WCF
12 5 (1.10%) FusionCharts
Miscellaneous
1 138 (30.46%) Analytical Skills
2 66 (14.57%) User Experience
3 44 (9.71%) Management Information System
4 27 (5.96%) Computer Science
5 12 (2.65%) Data Structures
6 9 (1.99%) Private Cloud
7 7 (1.55%) Security Operations Centre
8 4 (0.88%) Fintech
8 4 (0.88%) iPad
8 4 (0.88%) Mobile App
8 4 (0.88%) Social Media
9 3 (0.66%) Credit Risk
9 3 (0.66%) Driving Licence
10 2 (0.44%) FMCG
10 2 (0.44%) NHS
10 2 (0.44%) PKI
10 2 (0.44%) Replication
10 2 (0.44%) Robotics
10 2 (0.44%) Smart City
10 2 (0.44%) Virtual Team
Operating Systems
1 25 (5.52%) Linux
2 12 (2.65%) CoreOS
2 12 (2.65%) Windows
3 3 (0.66%) Windows Server 2008
3 3 (0.66%) Windows Server 2012
4 2 (0.44%) CentOS
4 2 (0.44%) Kali Linux
4 2 (0.44%) Solaris
4 2 (0.44%) Unix
Processes & Methodologies
1 247 (54.53%) Business Intelligence
2 143 (31.57%) Analytics
3 123 (27.15%) Visualisation
4 105 (23.18%) Data Modelling
5 99 (21.85%) Data Analytics
6 94 (20.75%) ETL
7 85 (18.76%) Data Visualisation
8 70 (15.45%) Agile Software Development
9 61 (13.47%) Asset Management
9 61 (13.47%) Translating Business Requirements
9 61 (13.47%) Wealth Management
10 53 (11.70%) Stakeholder Management
11 45 (9.93%) CRM
12 38 (8.39%) Scrum
13 35 (7.73%) Project Management
14 34 (7.51%) Business Analysis
15 28 (6.18%) Data Analysis
15 28 (6.18%) Validation
16 25 (5.52%) DevOps
17 24 (5.30%) SDLC
Programming Languages
1 213 (47.02%) SQL
2 67 (14.79%) T-SQL
3 46 (10.15%) Python
4 27 (5.96%) VBA
5 26 (5.74%) JavaScript
6 25 (5.52%) R
7 22 (4.86%) Java
8 17 (3.75%) Bash Shell
9 13 (2.87%) C#
10 12 (2.65%) Groovy
10 12 (2.65%) PL/SQL
11 11 (2.43%) Apex Code
12 8 (1.77%) Go
12 8 (1.77%) PowerShell
13 5 (1.10%) PHP
14 4 (0.88%) Shell Script
15 3 (0.66%) Data Analysis Expressions (DAX)
15 3 (0.66%) MATLAB
15 3 (0.66%) Scala
16 1 (0.22%) Ruby
Qualifications
1 56 (12.36%) Degree
2 24 (5.30%) Computer Science Degree
3 11 (2.43%) PMI Certification
3 11 (2.43%) PMP
4 9 (1.99%) Master's Degree
5 3 (0.66%) CEH
5 3 (0.66%) CISSP
5 3 (0.66%) Microsoft Certification
6 2 (0.44%) CompTIA Security+
6 2 (0.44%) Security Cleared
6 2 (0.44%) Security+ Certification
7 1 (0.22%) HND
7 1 (0.22%) MBA
7 1 (0.22%) MCDBA
7 1 (0.22%) MCP
7 1 (0.22%) MCPD
7 1 (0.22%) MCSA
7 1 (0.22%) MCSE
7 1 (0.22%) MCTS
7 1 (0.22%) SC Cleared
Quality Assurance & Compliance
1 24 (5.30%) Data Quality
2 10 (2.21%) QA
3 7 (1.55%) CRD IV
3 7 (1.55%) EMIR
3 7 (1.55%) MiFID
4 2 (0.44%) PMO
4 2 (0.44%) SLA
System Software
1 20 (4.42%) Docker
2 12 (2.65%) vSphere
3 11 (2.43%) LXC
4 9 (1.99%) Active Directory
5 8 (1.77%) VMware Infrastructure
6 2 (0.44%) Oracle RAC
Systems Management
1 20 (4.42%) Grafana
2 15 (3.31%) Ansible
2 15 (3.31%) Kibana
2 15 (3.31%) Prometheus
3 14 (3.09%) Kubernetes
4 13 (2.87%) Terraform
5 8 (1.77%) rkt
6 4 (0.88%) Puppet
7 2 (0.44%) Data Guard
7 2 (0.44%) Nessus
8 1 (0.22%) Marathon
8 1 (0.22%) Mesos
8 1 (0.22%) Rundeck
8 1 (0.22%) SCCM
8 1 (0.22%) Systems Management Server (SMS)
Vendors
1 164 (36.20%) Tableau
2 118 (26.05%) Microsoft
3 58 (12.80%) Salesforce.com
4 43 (9.49%) Oracle
5 23 (5.08%) Google
6 21 (4.64%) Cognos
6 21 (4.64%) SAP
7 11 (2.43%) Splunk
8 10 (2.21%) F5
8 10 (2.21%) Informatica
9 9 (1.99%) Hyperion
9 9 (1.99%) VMware
10 7 (1.55%) Adobe
11 6 (1.32%) MicroStrategy
12 4 (0.88%) Infor
12 4 (0.88%) Red Hat
12 4 (0.88%) Remedy
13 3 (0.66%) Apple
13 3 (0.66%) IBM
13 3 (0.66%) Sybase