Visualisation Jobs

The following table provides summary statistics for permanent job vacancies with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Visualisation UK
Location	3 months to 23 Jun 2017	Same period 2016	Same period 2015
Rank	225	237	304
Rank change year-on-year	+12	+67
Permanent jobs citing Visualisation	1360	1396	1188
As % of all permanent IT jobs advertised in the UK	1.53%	1.42%	1.07%
As % of the Processes & Methodologies category	1.70%	1.60%	1.22%
Number of salaries quoted	1097	1125	868
Median salary	£52,500	£55,000	£50,000
Median salary % change year-on-year	-4.54%	+10.00%
90% offered a salary of more than	£33,900	£35,000	£34,000
10% offered a salary of more than	£84,000	£80,000	£72,750
UK excluding London median salary	£45,000	£45,000	£42,500
% change year-on-year	-	+5.88%

Visualisation 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	79960	87478	97573
As % of all permanent IT job vacancies advertised in the UK	89.72%	88.95%	88.00%
Number of salaries quoted	64514	73057	79746
Median salary	£50,000	£50,000	£50,000
90% offered a salary of more than	£32,500	£32,500	£31,500
10% offered a salary of more than	£80,000	£75,000	£77,500
UK excluding London median salary	£45,000	£45,000	£44,000
% change year-on-year	-	+2.27%

Visualisation
Job Vacancy Trend

The job posting trend of jobs advertised citing Visualisation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Visualisation in the UK

Visualisation
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation.

Salary trend for Visualisation in the UK

Visualisation
Salary Histogram

The salary distribution of IT jobs citing Visualisation over the 3 months to 23 June 2017.

Salary histogram for Visualisation in the UK

Visualisation
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the UK over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
England	+21	1279	£52,500	-4.54%	195
London	+12	780	£60,000	-	105
South East	+38	169	£47,000	+4.44%	26
City of London	+23	129	£62,500	+4.16%	15
East of England	+17	66	£40,000	-20.79%	11
South West	-30	62	£45,000	+2.56%	10
East Midlands	+47	57	£40,000	+14.28%	7
North West	-50	53	£41,000	+2.50%	16
Yorkshire	+20	51	£45,000	-21.73%	8
Hampshire	+32	41	£42,500	-15.00%	6
West Yorkshire	+26	41	£45,000	-34.54%	4
Manchester	-33	38	£44,000	+10.00%	13
Scotland	-19	36	£45,000	-10.44%	10
Leeds	+12	34	£45,000	-35.71%	2
Berkshire	+28	33	£55,000	+29.41%	4
Cambridgeshire	-23	30	£40,000	-33.33%	3
Cambridge	-22	27	£42,500	-15.84%	2
Oxfordshire	+16	26	£60,000	+50.00%	5
Edinburgh	-2	25	£45,500	-38.51%	3
Surrey	+13	24	£41,250	-14.94%	2
Derbyshire	+33	22	£42,500	-17.07%
West Midlands	-19	22	£39,000	-17.89%	8
Leicestershire	+32	21	£40,000	+14.28%	1
Oxford	+4	21	£55,000	+22.22%	3
Devon	-3	21	£45,000	+37.40%	1
Bristol	-24	21	£53,750	+19.44%	6
Derby	+27	20	£42,500	+88.88%
West Sussex	-1	18	£30,000	-25.00%	3
Essex	+15	16	£35,000	-36.36%
Wales	+14	13	£40,000	-2.35%

Visualisation
Top 30 Co-occurring IT Skills

For the 6 months to 23 June 2017, IT jobs citing Visualisation 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 Visualisation.

1	1600 (60.40%)	Data Visualisation
2	1219 (46.02%)	SQL
3	1133 (42.77%)	Business Intelligence
3	1133 (42.77%)	Analytics
4	804 (30.35%)	Tableau
5	724 (27.33%)	Agile Software Development
6	660 (24.92%)	SQL Server
7	634 (23.93%)	Python
8	602 (22.73%)	Degree
9	576 (21.74%)	Finance
10	547 (20.65%)	Analytical Skills
11	540 (20.39%)	Big Data
12	533 (20.12%)	Data Warehouse
13	530 (20.01%)	JavaScript
14	519 (19.59%)	Microsoft

15	506 (19.10%)	ETL
16	478 (18.04%)	QlikView
17	466 (17.59%)	R
18	441 (16.65%)	Java
19	423 (15.97%)	SQL Server Integration Services
20	413 (15.59%)	HTML
21	404 (15.25%)	Power BI
22	403 (15.21%)	Computer Science
23	402 (15.18%)	Data Analytics
24	382 (14.42%)	Machine Learning
25	364 (13.74%)	CSS
26	362 (13.67%)	Hadoop
27	355 (13.40%)	SQL Server Reporting Services
28	342 (12.91%)	Data Modelling
29	338 (12.76%)	Marketing

Visualisation
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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	279 (10.53%)	SAS
2	231 (8.72%)	Apache Spark
3	78 (2.94%)	Elasticsearch
4	74 (2.79%)	Apache
5	56 (2.11%)	Apache Pig
6	27 (1.02%)	SharePoint
7	25 (0.94%)	nginx
8	23 (0.87%)	OpenStack
8	23 (0.87%)	Tomcat
9	22 (0.83%)	Confluence
10	19 (0.72%)	Apache Solr
11	16 (0.60%)	IIS
12	14 (0.53%)	CMS
12	14 (0.53%)	WordPress
13	9 (0.34%)	NServiceBus
14	7 (0.26%)	ArcGIS
14	7 (0.26%)	Jetty
15	6 (0.23%)	Tornado
16	5 (0.19%)	JBoss
16	5 (0.19%)	Marvel

Applications
1	219 (8.27%)	Microsoft Excel
2	80 (3.02%)	SPSS
3	43 (1.62%)	Microsoft Office
4	42 (1.59%)	Microsoft PowerPoint
5	31 (1.17%)	MS Visio
6	26 (0.98%)	Photoshop
7	21 (0.79%)	Adobe Creative Suite
8	11 (0.42%)	Adobe Illustrator
8	11 (0.42%)	Microsoft Project
9	10 (0.38%)	Adobe After Effects
9	10 (0.38%)	Spreadsheet
10	8 (0.30%)	InVision
11	7 (0.26%)	OmniGraffle
12	5 (0.19%)	Flinto
13	4 (0.15%)	InDesign
14	3 (0.11%)	3ds Max
14	3 (0.11%)	Chatbot
14	3 (0.11%)	GIMP
14	3 (0.11%)	SPSS Modeler
14	3 (0.11%)	Stata

Business Applications
1	18 (0.68%)	SAP Oil and Gas
2	17 (0.64%)	Cognos Business Intelligence
3	11 (0.42%)	Cognos TM1
4	8 (0.30%)	SAP CO
4	8 (0.30%)	SAP FI
4	8 (0.30%)	SAP FI/CO
4	8 (0.30%)	SAP FSCM
4	8 (0.30%)	SAP MM
4	8 (0.30%)	SAP PS
4	8 (0.30%)	SAP SD
5	5 (0.19%)	Actimize
5	5 (0.19%)	Dynamics CRM
5	5 (0.19%)	Eloqua
5	5 (0.19%)	Oracle AML
6	4 (0.15%)	SAP ERP
6	4 (0.15%)	WebTrends
7	3 (0.11%)	Exchequer
7	3 (0.11%)	Revive Adserver
7	3 (0.11%)	Salesforce.com CRM
8	2 (0.076%)	Epicor Tropos

Cloud Services
1	258 (9.74%)	Microsoft Azure
2	215 (8.12%)	Amazon AWS
3	70 (2.64%)	Google Analytics
4	51 (1.93%)	Azure Machine Learning
5	46 (1.74%)	SaaS
6	40 (1.51%)	GitHub
7	39 (1.47%)	Adobe Analytics
8	34 (1.28%)	Google Cloud Platform
9	28 (1.06%)	Amazon EC2
10	21 (0.79%)	Amazon S3
11	18 (0.68%)	Amazon EMR
12	17 (0.64%)	Azure Data Factory
13	16 (0.60%)	Adobe Creative Cloud
14	14 (0.53%)	Cloud Computing
15	12 (0.45%)	Office 365
16	11 (0.42%)	Amazon SQS
17	7 (0.26%)	PaaS
18	6 (0.23%)	IaaS
19	4 (0.15%)	G Suite
19	4 (0.15%)	Google Tag Manager

Communications & Networking
1	40 (1.51%)	Internet
1	40 (1.51%)	Network Security
2	18 (0.68%)	HTTP
3	7 (0.26%)	Kerberos
4	6 (0.23%)	Wireshark
5	5 (0.19%)	SNMP
6	4 (0.15%)	Firewall
6	4 (0.15%)	LDAP
6	4 (0.15%)	TCP/IP
7	3 (0.11%)	DNS
7	3 (0.11%)	tcpdump
8	2 (0.076%)	DHCP
8	2 (0.076%)	ICMP
8	2 (0.076%)	Skype
8	2 (0.076%)	Software-Defined Networking
8	2 (0.076%)	SSL
8	2 (0.076%)	Symposium
8	2 (0.076%)	Unified Communications
9	1 (0.038%)	BGP
9	1 (0.038%)	HSRP

Database & Business Intelligence
1	660 (24.92%)	SQL Server
2	540 (20.39%)	Big Data
3	533 (20.12%)	Data Warehouse
4	478 (18.04%)	QlikView
5	423 (15.97%)	SQL Server Integration Services
6	404 (15.25%)	Power BI
7	362 (13.67%)	Hadoop
8	355 (13.40%)	SQL Server Reporting Services
9	267 (10.08%)	SQL Server Analysis Services
10	216 (8.15%)	NoSQL
11	192 (7.25%)	Relational Database
12	178 (6.72%)	BusinessObjects
13	159 (6.00%)	MySQL
14	154 (5.81%)	Data Mining
15	148 (5.59%)	MongoDB
16	126 (4.76%)	Apache Hive
17	111 (4.19%)	Spotfire
18	91 (3.44%)	Qlik Sense
19	87 (3.28%)	PostgreSQL
20	74 (2.79%)	Amazon Redshift

Development Applications
1	158 (5.96%)	Git (software)
2	68 (2.57%)	JIRA
3	58 (2.19%)	Subversion
4	48 (1.81%)	gulp
5	43 (1.62%)	Grunt
6	41 (1.55%)	Visual Studio
7	36 (1.36%)	Team Foundation Server
8	31 (1.17%)	Talend Open Studio
9	29 (1.09%)	Jenkins
10	28 (1.06%)	Selenium
11	24 (0.91%)	Karma Test Runner
12	21 (0.79%)	Mocha
12	21 (0.79%)	PowerDesigner
13	20 (0.76%)	webpack
14	19 (0.72%)	Maven
15	18 (0.68%)	RStudio
16	17 (0.64%)	SQL Server Management Studio (SSMS)
17	16 (0.60%)	Gradle
18	15 (0.57%)	jspm
19	14 (0.53%)	Ant

General
1	576 (21.74%)	Finance
2	338 (12.76%)	Marketing
3	205 (7.74%)	Banking
4	157 (5.93%)	Retail
5	98 (3.70%)	Telecoms
6	67 (2.53%)	Games
7	57 (2.15%)	Investment Banking
8	49 (1.85%)	Legal
9	48 (1.81%)	Publishing
10	47 (1.77%)	Advertising
11	40 (1.51%)	Manufacturing
12	37 (1.40%)	Local Government
13	36 (1.36%)	Front Office
14	32 (1.21%)	Electronics
15	31 (1.17%)	Military
16	24 (0.91%)	Pharmaceutical
17	23 (0.87%)	Back Office
18	17 (0.64%)	Law
19	15 (0.57%)	Retail Banking
20	12 (0.45%)	Automotive

Job Titles
1	914 (34.50%)	Developer
2	541 (20.42%)	Analyst
3	322 (12.16%)	Business Intelligence Developer
4	270 (10.19%)	Data Scientist
5	190 (7.17%)	Business Intelligence Analyst
6	155 (5.85%)	Consultant
7	152 (5.74%)	Data Analyst
8	147 (5.55%)	Senior Developer
9	136 (5.13%)	JavaScript Developer
10	125 (4.72%)	SQL Developer
11	122 (4.61%)	Architect
12	107 (4.04%)	Front End Developer (Client-Side Developer)
13	103 (3.89%)	Analytics Manager
14	101 (3.81%)	Data Manager
15	92 (3.47%)	SQL Analyst
16	90 (3.40%)	Designer
17	87 (3.28%)	Java Developer
17	87 (3.28%)	SQL BI Developer
18	83 (3.13%)	Senior Analyst
19	79 (2.98%)	Software Developer

Libraries, Frameworks & Software Standards
1	413 (15.59%)	HTML
2	364 (13.74%)	CSS
3	256 (9.66%)	.NET
4	212 (8.00%)	AngularJS
5	199 (7.51%)	D3.js
6	174 (6.57%)	HTML5
7	155 (5.85%)	Node.js
8	153 (5.78%)	Web Services
9	127 (4.79%)	jQuery
10	116 (4.38%)	React
11	93 (3.51%)	Natural Language Processing
12	86 (3.25%)	CSS3
13	79 (2.98%)	XML
14	74 (2.79%)	JSON
15	69 (2.60%)	RESTful
16	62 (2.34%)	Spring
17	61 (2.30%)	Twitter Bootstrap
18	57 (2.15%)	MDX
19	56 (2.11%)	Kafka
19	56 (2.11%)	REST

Miscellaneous
1	547 (20.65%)	Analytical Skills
2	403 (15.21%)	Computer Science
3	253 (9.55%)	User Experience
4	215 (8.12%)	Algorithms
5	111 (4.19%)	Management Information System
6	84 (3.17%)	Fintech
7	60 (2.27%)	Greenfield Project
8	58 (2.19%)	Social Media
9	56 (2.11%)	Data Structures
10	37 (1.40%)	Mobile App
11	31 (1.17%)	Credit Risk
12	28 (1.06%)	Hedge funds
13	27 (1.02%)	Social Network
14	26 (0.98%)	Cyber Defence
14	26 (0.98%)	Graphic Design
15	24 (0.91%)	Digital Media
16	22 (0.83%)	Virtual Team
17	21 (0.79%)	Animation
18	20 (0.76%)	Enterprise Software
18	20 (0.76%)	Life Science

Operating Systems
1	234 (8.83%)	Linux
2	72 (2.72%)	Windows
3	38 (1.43%)	Unix
4	22 (0.83%)	Android
5	18 (0.68%)	Apple iOS
6	10 (0.38%)	Red Hat Enterprise Linux
6	10 (0.38%)	VMS
6	10 (0.38%)	Windows Server
7	6 (0.23%)	Ubuntu
8	5 (0.19%)	SUSE
9	4 (0.15%)	CentOS
9	4 (0.15%)	Windows Phone
10	3 (0.11%)	Mac OS
10	3 (0.11%)	Windows 10
10	3 (0.11%)	Windows Server 2008
10	3 (0.11%)	Windows Server 2012
11	1 (0.038%)	Mac OS X

Processes & Methodologies
1	1600 (60.40%)	Data Visualisation
2	1133 (42.77%)	Analytics
2	1133 (42.77%)	Business Intelligence
3	724 (27.33%)	Agile Software Development
4	506 (19.10%)	ETL
5	402 (15.18%)	Data Analytics
6	382 (14.42%)	Machine Learning
7	342 (12.91%)	Data Modelling
8	325 (12.27%)	Data Analysis
9	294 (11.10%)	Mathematics
10	257 (9.70%)	Statistics
11	242 (9.14%)	Data Management
12	219 (8.27%)	Scrum
13	210 (7.93%)	Stakeholder Management
14	205 (7.74%)	Software Engineering
15	169 (6.38%)	Web Development
16	151 (5.70%)	SDLC
17	149 (5.62%)	Project Management
18	142 (5.36%)	Dashboard Development
19	138 (5.21%)	Business Analytics

Programming Languages
1	1219 (46.02%)	SQL
2	634 (23.93%)	Python
3	530 (20.01%)	JavaScript
4	466 (17.59%)	R
5	441 (16.65%)	Java
6	282 (10.65%)	C#
7	240 (9.06%)	T-SQL
8	145 (5.47%)	C++
9	112 (4.23%)	C
10	105 (3.96%)	Scala
11	104 (3.93%)	MATLAB
12	66 (2.49%)	VBA
13	59 (2.23%)	Ruby
14	57 (2.15%)	Perl
15	52 (1.96%)	PHP
16	41 (1.55%)	ES6
17	37 (1.40%)	Data Analysis Expressions (DAX)
18	32 (1.21%)	TypeScript
19	31 (1.17%)	Bash Shell
20	27 (1.02%)	VB

Qualifications
1	602 (22.73%)	Degree
2	111 (4.19%)	Computer Science Degree
3	91 (3.44%)	Numerate Degree
4	87 (3.28%)	PhD
5	51 (1.93%)	Security Cleared
6	26 (0.98%)	DV Cleared
7	21 (0.79%)	SC Cleared
8	20 (0.76%)	Postgraduate
9	18 (0.68%)	PMI Certification
10	16 (0.60%)	Master's Degree
11	15 (0.57%)	Microsoft Certification
12	11 (0.42%)	CREST Certified
12	11 (0.42%)	GCIH
12	11 (0.42%)	GIAC
13	8 (0.30%)	CCNA
13	8 (0.30%)	Cisco Certification
13	8 (0.30%)	CISSP
13	8 (0.30%)	CITP
13	8 (0.30%)	MCSA
14	7 (0.26%)	PMP

Quality Assurance & Compliance
1	193 (7.29%)	Data Quality
2	78 (2.94%)	QA
3	16 (0.60%)	ISO/IEC 27001
4	14 (0.53%)	GDPR
5	6 (0.23%)	PMO
6	5 (0.19%)	MiFID
7	4 (0.15%)	Actionable Recommendations
7	4 (0.15%)	GCP
8	3 (0.11%)	ISO 13485
9	2 (0.076%)	FATCA
9	2 (0.076%)	Government Security Classifications
10	1 (0.038%)	Basel III
10	1 (0.038%)	Dodd-Frank
10	1 (0.038%)	EFQM
10	1 (0.038%)	IEC 62304

System Software
1	43 (1.62%)	Docker
2	39 (1.47%)	VMware Infrastructure
3	27 (1.02%)	Hyper-V
4	24 (0.91%)	HDFS
5	17 (0.64%)	Active Directory
6	12 (0.45%)	Firmware
7	10 (0.38%)	LXC
7	10 (0.38%)	Shibboleth
8	8 (0.30%)	Apache Flume
9	7 (0.26%)	Apache ZooKeeper
9	7 (0.26%)	Slurm Workload Manager
10	5 (0.19%)	Snort
10	5 (0.19%)	Virtual Machines
10	5 (0.19%)	VirtualBox
11	4 (0.15%)	QEMU
11	4 (0.15%)	VMware ESXi
11	4 (0.15%)	Xen
12	2 (0.076%)	KVM
12	2 (0.076%)	Oracle RAC
13	1 (0.038%)	Virtual Desktop

Systems Management
1	22 (0.83%)	Kibana
2	17 (0.64%)	Ansible
3	13 (0.49%)	Terraform
4	12 (0.45%)	Nagios
4	12 (0.45%)	Puppet
5	10 (0.38%)	logstash
6	7 (0.26%)	Opscode Chef
7	4 (0.15%)	Nessus
7	4 (0.15%)	Oozie
7	4 (0.15%)	vRealize
8	2 (0.076%)	Data Guard
8	2 (0.076%)	Kubernetes
8	2 (0.076%)	Nmap
8	2 (0.076%)	SCCM
9	1 (0.038%)	Fluentd
9	1 (0.038%)	Grafana
9	1 (0.038%)	Hadoop YARN
9	1 (0.038%)	Piwik
9	1 (0.038%)	QRadar
9	1 (0.038%)	Zipkin

Vendors
1	804 (30.35%)	Tableau
2	519 (19.59%)	Microsoft
3	237 (8.95%)	Oracle
4	185 (6.98%)	SAP
5	139 (5.25%)	Google
6	95 (3.59%)	Adobe
7	88 (3.32%)	Alteryx
8	84 (3.17%)	Cognos
9	77 (2.91%)	MicroStrategy
10	63 (2.38%)	Birst
11	50 (1.89%)	Informatica
12	44 (1.66%)	Cloudera
13	41 (1.55%)	TIBCO
14	40 (1.51%)	IBM
14	40 (1.51%)	Jaspersoft
15	39 (1.47%)	VMware
16	38 (1.43%)	Hortonworks
17	34 (1.28%)	Twitter
18	31 (1.17%)	Talend
19	28 (1.06%)	Teradata

Data Analyst

Manchester, Lancashire

Car finance 247

Salary: £34000 - £35000 per annum + benefits

Posted: Yesterday

BI Developer

Manchester, Lancashire

Premier IT

Posted: 18 hours ago

Java Developer Linux Agile - Software House

London

Client Server

Salary: £80000 - £95000 per annum + bonus + benefits

Posted: 6 hours ago

Business Intelligence Lead

London

Burns Sheehan

Salary: £55000 - £65000 per annum

Posted: 19 hours ago

Data Visualisation Engineer/ Data Visualization Engineer,£50k-£70k

London

Digitech Resourcing Ltd

Salary: From £50,000 to £70,000 per annum

Posted: Yesterday

BI Developer - ETL

Lichfield, Staffordshire

Computer People

Salary: £30000.00 - £40000.00 per annum

Posted: 20 hours ago

UX Designer

London

Birch & James Associates

Salary: From £70,000 to £90,000 per annum

Posted: Yesterday

Insight Analyst

City, London

Ampersand Consulting

Salary: £28000 - £32000 per annum

Posted: Yesterday

C++ Software Engineer - Finanical Analytics - London - Circa 40-45k

South West London

Real Time Recruitment Solutions

Salary: Up to 45,000 + Benefits

Posted: Yesterday

BI/MI Analyst SQL Health Care

City, London

Highams

Salary: From £60,000 to £70,000 per annum Comprehensive benefits package

Posted: Yesterday

MI Consultant

Milton Keynes, Buckinghamshire

Northern Recruitment Group