Period
to 24 June 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the South East. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 24 June 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > South East
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 31 28 30
Rank change year-on-year -3 +2 -6
Permanent jobs citing Analytical Skills 2,106 2,066 2,872
As % of all permanent IT jobs advertised in the South East 6.95% 7.03% 7.62%
As % of the Miscellaneous category 17.38% 18.27% 18.07%
Number of salaries quoted 1,704 1,689 2,271
South East median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -
10th Percentile £26,250 £24,500 £24,500
90th Percentile £67,500 £62,500 £67,500
England median annual salary £49,500 £45,000 £45,500
% change year-on-year +10.00% -1.10% +1.11%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for generic IT skills.

All Generic IT Skills
South East
Permanent vacancies with a requirement for generic IT skills 12,117 11,306 15,897
As % of all permanent IT jobs advertised in the South East 40.00% 38.47% 42.19%
Number of salaries quoted 9,952 9,290 13,190
South East median annual salary £45,000 £43,750 £45,000
Median salary % change year-on-year +2.86% -2.78% +3.45%
10th Percentile £26,250 £26,250 £26,000
90th Percentile £70,000 £67,500 £67,500
England median annual salary £50,000 £50,000 £50,000

Analytical Skills
Job Vacancy Trend in the South East

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Analytical Skills in the South East

Analytical Skills
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in the South East.

Salary trend for Analytical Skills in the South East

Analytical Skills
Salary Histogram in the South East

The salary distribution of IT jobs citing Analytical Skills in the South East over the 6 months to 24 June 2018.

Salary histogram for Analytical Skills in the South East

Analytical Skills
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the South East region over the 6 months to 24 June 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
Thames Valley +1 990 £45,000 +5.88% 158
Berkshire +9 545 £50,000 +11.11% 101
Hampshire +7 490 £45,000 +12.50% 63
Surrey -21 273 £47,500 -1.04% 44
Buckinghamshire +8 254 £40,000 - 31
Oxfordshire -15 192 £42,500 +14.86% 26
West Sussex -1 176 £40,000 -2.44% 19
East Sussex -35 85 £50,000 +11.11% 13
Kent -31 58 £35,750 +2.14% 9
Sussex -9 18 £80,000 +60.00%
Middlesex +7 8 £92,500 +85.00% 1
Analytical Skills
England

For the 6 months to 24 June 2018, IT jobs citing Analytical Skills 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 across the South East region with a requirement for Analytical Skills.

1 965 (45.82%) Problem-Solving
2 646 (30.67%) SQL
3 539 (25.59%) Degree
4 533 (25.31%) Agile Software Development
5 433 (20.56%) Microsoft
6 429 (20.37%) Finance
7 289 (13.72%) C#
8 285 (13.53%) SQL Server
9 274 (13.01%) HTML
10 269 (12.77%) JavaScript
11 259 (12.30%) ITIL
12 250 (11.87%) .NET
12 250 (11.87%) Microsoft Excel
13 249 (11.82%) Windows
14 241 (11.44%) Project Management
15 232 (11.02%) Computer Science
16 223 (10.59%) Linux
17 222 (10.54%) Java
18 207 (9.83%) CSS
19 206 (9.78%) Analytics
20 184 (8.74%) Self-Motivation
21 180 (8.55%) Web Services
22 172 (8.17%) Oracle
22 172 (8.17%) Business Intelligence
23 169 (8.02%) Marketing
23 169 (8.02%) Analytical Thinking
24 168 (7.98%) Business Analysis
25 166 (7.88%) Scrum
26 149 (7.08%) Git (software)
27 148 (7.03%) CRM

Analytical Skills
Co-occurring IT Skills in the South East 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 79 (3.75%) IIS
2 54 (2.56%) SharePoint
3 49 (2.33%) SAS
4 41 (1.95%) Apache
5 37 (1.76%) WebSphere
6 32 (1.52%) WebLogic
7 31 (1.47%) JBoss
8 30 (1.42%) Confluence
9 29 (1.38%) Apache Spark
10 23 (1.09%) MS Exchange
11 21 (1.00%) WebSphere Application Server
12 14 (0.66%) Tomcat
13 13 (0.62%) Elasticsearch
13 13 (0.62%) Exchange Server 2010
14 12 (0.57%) BizTalk Server
14 12 (0.57%) CMS
14 12 (0.57%) IBM Notes
14 12 (0.57%) Oracle SOA Suite
15 11 (0.52%) Skype for Business
16 10 (0.47%) NServiceBus
Applications
1 250 (11.87%) Microsoft Excel
2 141 (6.70%) Microsoft Office
3 56 (2.66%) Microsoft PowerPoint
4 35 (1.66%) Microsoft Project
5 16 (0.76%) MS Visio
6 15 (0.71%) Spreadsheet
6 15 (0.71%) SPSS
7 3 (0.14%) OrCAD
8 2 (0.095%) Doxygen
8 2 (0.095%) OmniGraffle
8 2 (0.095%) Photoshop
9 1 (0.047%) Adobe Creative Suite
9 1 (0.047%) Adobe Illustrator
9 1 (0.047%) InDesign
9 1 (0.047%) Simulink
9 1 (0.047%) S-PLUS
9 1 (0.047%) Stata
Business Applications
1 48 (2.28%) Dynamics CRM
2 27 (1.28%) Dynamics NAV
3 24 (1.14%) Oracle EBS
4 23 (1.09%) Oracle EBS R12
5 17 (0.81%) Dynamics AX
6 16 (0.76%) SAP ERP
7 13 (0.62%) NetSuite
8 9 (0.43%) Remedy ITSM
9 8 (0.38%) SAP HCM
10 5 (0.24%) ResourceLink
10 5 (0.24%) SAP HR
10 5 (0.24%) Traffica
11 4 (0.19%) HFM
11 4 (0.19%) Payment Gateway
11 4 (0.19%) SAP MM
12 3 (0.14%) SAP QM
12 3 (0.14%) SAP S/4HANA
13 2 (0.095%) BusinessWorks
13 2 (0.095%) JDE EnterpriseOne
13 2 (0.095%) Unit4 Business World
Cloud Services
1 119 (5.65%) Microsoft Azure
2 114 (5.41%) Amazon AWS
3 83 (3.94%) Office 365
4 52 (2.47%) SaaS
5 31 (1.47%) Dynamics 365
6 29 (1.38%) PaaS
7 28 (1.33%) IaaS
8 24 (1.14%) Cloud Computing
9 18 (0.85%) Basecamp
10 17 (0.81%) Adobe Analytics
11 15 (0.71%) Google Analytics
12 12 (0.57%) Google Cloud Platform
13 10 (0.47%) AWS Lambda
13 10 (0.47%) Serverless
14 9 (0.43%) Amazon CloudWatch
15 8 (0.38%) GitHub
15 8 (0.38%) SuccessFactors
16 6 (0.28%) Amazon SQS
16 6 (0.28%) AWS CloudTrail
17 5 (0.24%) Amazon Kinesis
Communications & Networking
1 84 (3.99%) Firewall
2 80 (3.80%) Internet
3 65 (3.09%) WAN
4 61 (2.90%) LAN
5 58 (2.75%) TCP/IP
6 47 (2.23%) DNS
7 45 (2.14%) VoIP
8 40 (1.90%) Wireless
9 38 (1.80%) VPN
10 36 (1.71%) DHCP
11 35 (1.66%) VLAN
12 31 (1.47%) HTTP
13 30 (1.42%) Wireshark
14 23 (1.09%) OSPF
15 22 (1.04%) Network Security
16 20 (0.95%) BGP
17 19 (0.90%) Intrusion Detection
17 19 (0.90%) IP Telephony
17 19 (0.90%) SSL
18 18 (0.85%) MPLS
Database & Business Intelligence
1 285 (13.53%) SQL Server
2 105 (4.99%) Data Warehouse
3 70 (3.32%) Big Data
4 57 (2.71%) Power BI
5 56 (2.66%) Relational Database
6 52 (2.47%) MySQL
7 49 (2.33%) NoSQL
7 49 (2.33%) SQL Server Reporting Services
8 42 (1.99%) Hadoop
9 37 (1.76%) SQL Server Integration Services
10 36 (1.71%) SQL Server Analysis Services
11 30 (1.42%) MS Access
12 27 (1.28%) Oracle Database
13 25 (1.19%) BusinessObjects
14 24 (1.14%) RDBMS
15 23 (1.09%) Apache Hive
16 22 (1.04%) QlikView
17 21 (1.00%) Oracle BI EE
18 20 (0.95%) HBase
19 18 (0.85%) MongoDB
Development Applications
1 149 (7.08%) Git (software)
2 73 (3.47%) JIRA
3 72 (3.42%) Visual Studio
4 70 (3.32%) Team Foundation Server
5 63 (2.99%) Jenkins
6 47 (2.23%) Subversion
7 31 (1.47%) Cucumber
8 30 (1.42%) Selenium
9 18 (0.85%) SpecFlow
10 17 (0.81%) Eclipse
11 16 (0.76%) SoapUI
12 13 (0.62%) TeamCity
13 12 (0.57%) NUnit
14 11 (0.52%) WebDriver
15 9 (0.43%) Bitbucket
15 9 (0.43%) Moq
16 8 (0.38%) JUnit
16 8 (0.38%) Maven
17 7 (0.33%) Bugzilla
17 7 (0.33%) JMeter
General
1 429 (20.37%) Finance
2 169 (8.02%) Marketing
3 134 (6.36%) Retail
4 110 (5.22%) Manufacturing
5 47 (2.23%) Legal
5 47 (2.23%) Telecoms
6 39 (1.85%) Banking
7 36 (1.71%) Law
8 32 (1.52%) Electronics
8 32 (1.52%) Publishing
9 26 (1.23%) Games
10 25 (1.19%) Automotive
11 23 (1.09%) Advertising
11 23 (1.09%) Billing
12 20 (0.95%) Back Office
13 15 (0.71%) French Language
14 14 (0.66%) Italian Language
14 14 (0.66%) Pharmaceutical
15 11 (0.52%) Spanish Language
16 10 (0.47%) German Language
Job Titles
1 577 (27.40%) Analyst
2 393 (18.66%) Developer
3 173 (8.21%) Consultant
4 157 (7.45%) Business Analyst
5 107 (5.08%) Architect
6 89 (4.23%) Data Analyst
7 83 (3.94%) .NET Developer
8 80 (3.80%) C# Developer
8 80 (3.80%) Support Analyst
9 75 (3.56%) Senior Developer
10 67 (3.18%) Junior
11 62 (2.94%) Graduate
12 59 (2.80%) Project Manager
13 57 (2.71%) Support Engineer
13 57 (2.71%) Technical Analyst
14 55 (2.61%) Java Developer
15 53 (2.52%) Applications Support
16 52 (2.47%) Senior Analyst
17 51 (2.42%) Software Developer
18 49 (2.33%) IT Analyst
Libraries, Frameworks & Software Standards
1 274 (13.01%) HTML
2 250 (11.87%) .NET
3 207 (9.83%) CSS
4 180 (8.55%) Web Services
5 123 (5.84%) ASP.NET
6 108 (5.13%) AngularJS
7 93 (4.42%) XSLT
8 91 (4.32%) XML
9 85 (4.04%) WCF
10 77 (3.66%) jQuery
11 75 (3.56%) HTML5
12 74 (3.51%) .NET Framework
13 54 (2.56%) Node.js
14 52 (2.47%) ASP.NET MVC
15 47 (2.23%) Spring
16 45 (2.14%) ASP.NET Web API
17 40 (1.90%) REST
18 35 (1.66%) Ajax
19 33 (1.57%) Sass
20 32 (1.52%) SOAP
Miscellaneous
1 232 (11.02%) Computer Science
2 184 (8.74%) Self-Motivation
3 110 (5.22%) Management Information System
4 78 (3.70%) User Experience
5 64 (3.04%) Analytical Mindset
6 48 (2.28%) Enterprise Software
7 41 (1.95%) Data Centre
8 35 (1.66%) Fintech
9 31 (1.47%) Algorithms
10 28 (1.33%) Mobile App
11 25 (1.19%) Greenfield Project
12 24 (1.14%) Linux Command Line
13 20 (0.95%) Virtual Team
14 18 (0.85%) Clustering
15 17 (0.81%) Client/Server
15 17 (0.81%) Driving Licence
16 16 (0.76%) Mainframe
16 16 (0.76%) PMI
17 14 (0.66%) CMDB
17 14 (0.66%) Data Structures
Operating Systems
1 249 (11.82%) Windows
2 223 (10.59%) Linux
3 112 (5.32%) Windows Server
4 78 (3.70%) Unix
5 39 (1.85%) Windows Server 2008
6 31 (1.47%) Windows Server 2012
7 19 (0.90%) Windows 10
8 17 (0.81%) Windows 7
9 15 (0.71%) Red Hat Enterprise Linux
10 10 (0.47%) Android
10 10 (0.47%) CentOS
11 9 (0.43%) Windows 8
12 7 (0.33%) Apple iOS
12 7 (0.33%) Solaris
12 7 (0.33%) Ubuntu
13 5 (0.24%) zOS
14 3 (0.14%) DC/OS
14 3 (0.14%) Debian
14 3 (0.14%) Mac OS
14 3 (0.14%) VxWorks
Processes & Methodologies
1 965 (45.82%) Problem-Solving
2 533 (25.31%) Agile Software Development
3 259 (12.30%) ITIL
4 241 (11.44%) Project Management
5 206 (9.78%) Analytics
6 172 (8.17%) Business Intelligence
7 169 (8.02%) Analytical Thinking
8 168 (7.98%) Business Analysis
9 166 (7.88%) Scrum
10 148 (7.03%) CRM
10 148 (7.03%) Data Analysis
11 144 (6.84%) SDLC
12 141 (6.70%) Test Automation
13 139 (6.60%) Change Management
14 138 (6.55%) Continuous Improvement
15 131 (6.22%) Mentoring
16 130 (6.17%) Time Management
17 127 (6.03%) TDD
18 117 (5.56%) MVC
19 116 (5.51%) Information Security
Programming Languages
1 646 (30.67%) SQL
2 289 (13.72%) C#
3 269 (12.77%) JavaScript
4 222 (10.54%) Java
5 145 (6.89%) Python
6 92 (4.37%) C
7 84 (3.99%) T-SQL
8 80 (3.80%) C++
9 62 (2.94%) PowerShell
10 51 (2.42%) R
11 48 (2.28%) VBA
12 32 (1.52%) Perl
13 31 (1.47%) Bash Shell
13 31 (1.47%) PHP
14 30 (1.42%) Java 8
14 30 (1.42%) PL/SQL
15 29 (1.38%) TypeScript
16 23 (1.09%) ABAP
17 22 (1.04%) Scala
17 22 (1.04%) Shell Script
Qualifications
1 539 (25.59%) Degree
2 135 (6.41%) Security Cleared
3 122 (5.79%) Computer Science Degree
4 89 (4.23%) SC Cleared
5 53 (2.52%) CISSP
6 52 (2.47%) Master's Degree
7 46 (2.18%) CISM
8 44 (2.09%) Cisco Certification
9 38 (1.80%) PMI Certification
10 33 (1.57%) Numerate Degree
11 30 (1.42%) Microsoft Certification
12 29 (1.38%) DV Cleared
12 29 (1.38%) ISEB
12 29 (1.38%) ISTQB
13 25 (1.19%) CCNP
13 25 (1.19%) CISA
13 25 (1.19%) PMP
13 25 (1.19%) PRINCE2 Practitioner
14 23 (1.09%) ITIL Foundation Certificate
15 21 (1.00%) CCNA
Quality Assurance & Compliance
1 144 (6.84%) QA
2 68 (3.23%) SLA
3 60 (2.85%) Data Quality
4 57 (2.71%) ISO/IEC 27001
5 44 (2.09%) PCI DSS
6 43 (2.04%) GDPR
7 34 (1.61%) PMO
8 7 (0.33%) GCP
9 6 (0.28%) ISO 13485
10 5 (0.24%) HIPAA
10 5 (0.24%) P3O
10 5 (0.24%) Sarbanes-Oxley
11 4 (0.19%) Cyber Essentials
11 4 (0.19%) HMG Security Policy Framework
11 4 (0.19%) IFRS
11 4 (0.19%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 3 (0.14%) IFRS 9
12 3 (0.14%) ISO 22301
13 2 (0.095%) JTAG
13 2 (0.095%) MISRA
System Software
1 128 (6.08%) Active Directory
2 44 (2.09%) Hyper-V
3 35 (1.66%) VMware Infrastructure
4 33 (1.57%) Docker
5 26 (1.23%) Virtual Machines
6 14 (0.66%) vSphere
6 14 (0.66%) XenDesktop
7 12 (0.57%) XenApp
8 10 (0.47%) vCloud
9 9 (0.43%) Apache Flume
9 9 (0.43%) HDFS
9 9 (0.43%) VMware ESXi
10 8 (0.38%) Firmware
10 8 (0.38%) Virtual Desktop
11 7 (0.33%) VMware NSX
12 6 (0.28%) Microsoft App-V
13 5 (0.24%) Oracle RAC
13 5 (0.24%) VirtualBox
14 4 (0.19%) XenServer
15 3 (0.14%) KVM
Systems Management
1 41 (1.95%) Ansible
2 35 (1.66%) SCCM
3 33 (1.57%) Opscode Chef
4 32 (1.52%) Puppet
5 23 (1.09%) Kubernetes
6 22 (1.04%) SCOM
7 19 (0.90%) OPNET
8 14 (0.66%) Terraform
9 13 (0.62%) Kibana
10 12 (0.57%) Nagios
11 7 (0.33%) HP ALM
11 7 (0.33%) IBM BigFix
12 6 (0.28%) Docker Swarm
12 6 (0.28%) HP SiteScope
12 6 (0.28%) Nessus
12 6 (0.28%) OpenView
12 6 (0.28%) Oracle RMAN
12 6 (0.28%) Tivoli
13 5 (0.24%) Backup Exec
13 5 (0.24%) WSUS
Vendors
1 433 (20.56%) Microsoft
2 172 (8.17%) Oracle
3 89 (4.23%) SAP
4 83 (3.94%) VMware
5 80 (3.80%) Cisco
6 59 (2.80%) Citrix
7 57 (2.71%) Capita
8 50 (2.37%) Tableau
9 47 (2.23%) Salesforce.com
10 44 (2.09%) ServiceNow
11 40 (1.90%) Google
12 34 (1.61%) HP
13 33 (1.57%) SolarWinds
14 32 (1.52%) IBM
15 27 (1.28%) Remedy
16 24 (1.14%) Riverbed
17 22 (1.04%) Atlassian
18 21 (1.00%) Adobe
19 20 (0.95%) TOWER Software
20 19 (0.90%) Dynatrace