Period
to 17 January 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 17 January 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > South East
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 31 29 21
Rank change year-on-year -2 -8 +4
Permanent jobs citing Analytical Skills 2,144 2,263 3,568
As % of all permanent IT jobs advertised in the South East 6.97% 7.07% 8.86%
As % of the Miscellaneous category 18.46% 18.67% 21.91%
Number of salaries quoted 1,602 1,757 2,896
South East median annual salary £42,714 £42,500 £42,500
Median salary % change year-on-year +0.50% - -5.56%
10th Percentile £26,250 £24,900 £26,250
90th Percentile £67,500 £65,000 £65,000
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 11,617 12,119 16,284
As % of all permanent IT jobs advertised in the South East 37.76% 37.84% 40.46%
Number of salaries quoted 9,513 9,898 13,541
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £26,250 £26,250 £25,500
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £49,000
% change year-on-year - +2.04% +6.52%

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 17 January 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 17 January 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 -4 937 £42,500 -5.56% 130
Berkshire 0 516 £42,500 -15.00% 61
Hampshire -9 394 £42,500 +13.33% 58
Surrey -2 375 £45,000 - 75
Buckinghamshire -2 224 £40,000 -3.61% 29
Oxfordshire -2 197 £42,500 -2.86% 40
West Sussex +19 177 £50,000 +11.11% 25
East Sussex -3 157 £51,000 +22.16% 16
Kent -10 75 £34,000 -2.86% 15
Middlesex +17 16 £56,250 +18.42% 4
Sussex - 3 - - 1
Analytical Skills
England

For the 6 months to 17 January 2018, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Analytical Skills.

1 702 (32.74%) SQL
2 522 (24.35%) Degree
3 504 (23.51%) Agile Software Development
4 444 (20.71%) Microsoft
5 414 (19.31%) Finance
6 300 (13.99%) C#
7 285 (13.29%) Computer Science
8 263 (12.27%) SQL Server
9 260 (12.13%) Windows
10 255 (11.89%) Business Intelligence
11 251 (11.71%) Microsoft Excel
12 245 (11.43%) HTML
13 241 (11.24%) .NET
14 239 (11.15%) Linux
15 228 (10.63%) JavaScript
16 224 (10.45%) Java
16 224 (10.45%) Analytics
17 207 (9.65%) Project Management
18 200 (9.33%) Test Automation
19 195 (9.10%) Oracle
19 195 (9.10%) Marketing
20 191 (8.91%) CSS
21 178 (8.30%) SDLC
22 172 (8.02%) Python
23 169 (7.88%) QA
24 168 (7.84%) ITIL
25 165 (7.70%) Web Services
26 149 (6.95%) Retail
27 145 (6.76%) ASP.NET
28 143 (6.67%) SAP

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 61 (2.85%) SAS
2 43 (2.01%) Apache
3 42 (1.96%) SharePoint
4 41 (1.91%) IIS
5 24 (1.12%) CMS
6 15 (0.70%) MS Exchange
7 14 (0.65%) Oracle SOA Suite
8 12 (0.56%) nginx
8 12 (0.56%) Tomcat
9 11 (0.51%) SharePoint Server
10 10 (0.47%) Apache Spark
10 10 (0.47%) WebLogic
11 9 (0.42%) WebSphere
12 8 (0.37%) BizTalk Server
12 8 (0.37%) Exchange Server 2010
12 8 (0.37%) Skype for Business
13 7 (0.33%) JBoss
14 5 (0.23%) Adobe Experience Manager
14 5 (0.23%) Apache Pig
14 5 (0.23%) Confluence
Applications
1 251 (11.71%) Microsoft Excel
2 106 (4.94%) Microsoft Office
3 91 (4.24%) Microsoft PowerPoint
4 70 (3.26%) MS Visio
5 62 (2.89%) Microsoft Project
6 13 (0.61%) Photoshop
7 8 (0.37%) SPSS
8 6 (0.28%) InfoPath
8 6 (0.28%) Simulink
8 6 (0.28%) Spreadsheet
9 4 (0.19%) Adobe Illustrator
9 4 (0.19%) AutoCAD
10 2 (0.093%) InDesign
11 1 (0.047%) Abaqus
11 1 (0.047%) Adobe Creative Suite
11 1 (0.047%) SOLIDWORKS
Business Applications
1 32 (1.49%) Oracle EBS
2 29 (1.35%) Oracle EBS R12
3 28 (1.31%) Dynamics NAV
3 28 (1.31%) SAP CO
3 28 (1.31%) SAP FI
3 28 (1.31%) SAP FI/CO
4 16 (0.75%) Dynamics CRM
5 9 (0.42%) Unit4 Business World
6 6 (0.28%) Dynamics AX
6 6 (0.28%) SAP HCM
7 5 (0.23%) NetSuite
7 5 (0.23%) Sage X3
7 5 (0.23%) SAP Business ByDesign
7 5 (0.23%) SAP Business One
7 5 (0.23%) SAP ERP
7 5 (0.23%) SAP EWM
8 4 (0.19%) Salesforce.com CRM
8 4 (0.19%) SAP HR
8 4 (0.19%) SAP S/4HANA
9 3 (0.14%) SAP SD
Cloud Services
1 85 (3.96%) SaaS
2 78 (3.64%) Amazon AWS
3 71 (3.31%) Microsoft Azure
4 62 (2.89%) Office 365
5 32 (1.49%) Cloud Computing
6 31 (1.45%) Google Analytics
7 21 (0.98%) SuccessFactors
8 14 (0.65%) PaaS
9 13 (0.61%) Adobe Analytics
10 11 (0.51%) IaaS
11 7 (0.33%) AWS CloudFormation
11 7 (0.33%) FinancialForce
12 6 (0.28%) Amazon S3
12 6 (0.28%) Azure Active Directory
13 5 (0.23%) AdWords
13 5 (0.23%) Amazon CloudWatch
13 5 (0.23%) AWS CloudTrail
13 5 (0.23%) Basecamp
14 4 (0.19%) GitHub
14 4 (0.19%) Virtual Private Cloud
Communications & Networking
1 129 (6.02%) Firewall
2 70 (3.26%) DNS
3 64 (2.99%) TCP/IP
4 52 (2.43%) Internet
5 49 (2.29%) WAN
6 46 (2.15%) VoIP
7 37 (1.73%) DHCP
8 36 (1.68%) HTTP
9 33 (1.54%) Intrusion Detection
10 32 (1.49%) SSL
10 32 (1.49%) VPN
11 28 (1.31%) MPLS
12 27 (1.26%) BGP
12 27 (1.26%) VLAN
13 24 (1.12%) LAN
13 24 (1.12%) OSPF
13 24 (1.12%) Wi-Fi
14 22 (1.03%) RIP
15 21 (0.98%) IPsec
16 18 (0.84%) VPLS
Database & Business Intelligence
1 263 (12.27%) SQL Server
2 113 (5.27%) Relational Database
3 84 (3.92%) Data Warehouse
4 76 (3.54%) SQL Server Reporting Services
5 63 (2.94%) MySQL
6 62 (2.89%) Big Data
7 55 (2.57%) Data Mining
8 40 (1.87%) MS Access
9 39 (1.82%) Power BI
9 39 (1.82%) QlikView
10 37 (1.73%) BusinessObjects
11 34 (1.59%) SQL Server Integration Services
12 30 (1.40%) SQL Server Analysis Services
13 27 (1.26%) Oracle BI EE
14 26 (1.21%) Hadoop
14 26 (1.21%) MongoDB
15 25 (1.17%) Oracle Database
16 24 (1.12%) SQL Server 2008
17 23 (1.07%) NoSQL
18 18 (0.84%) PostgreSQL
Development Applications
1 129 (6.02%) Git (software)
2 109 (5.08%) Visual Studio
3 64 (2.99%) JIRA
4 62 (2.89%) Team Foundation Server
5 55 (2.57%) Selenium
6 42 (1.96%) Subversion
7 36 (1.68%) SoapUI
8 33 (1.54%) Jenkins
9 31 (1.45%) JMeter
10 28 (1.31%) Cucumber
10 28 (1.31%) WebDriver
11 19 (0.89%) VSS/SourceSafe
12 18 (0.84%) WinDbg
13 17 (0.79%) Maven
14 13 (0.61%) Oracle Forms
15 12 (0.56%) eCATT
15 12 (0.56%) LSMW
16 10 (0.47%) JUnit
17 9 (0.42%) Bugzilla
17 9 (0.42%) TestNG
General
1 414 (19.31%) Finance
2 195 (9.10%) Marketing
3 149 (6.95%) Retail
4 140 (6.53%) Manufacturing
5 81 (3.78%) Telecoms
6 54 (2.52%) Publishing
7 49 (2.29%) German Language
8 46 (2.15%) Electronics
9 41 (1.91%) Billing
10 31 (1.45%) Front Office
11 29 (1.35%) Advertising
11 29 (1.35%) Legal
12 24 (1.12%) Digital Economy
12 24 (1.12%) Games
12 24 (1.12%) Law
13 23 (1.07%) Banking
14 22 (1.03%) Automotive
15 14 (0.65%) Aerospace
16 11 (0.51%) Back Office
17 9 (0.42%) French Language
Job Titles
1 617 (28.78%) Analyst
2 359 (16.74%) Developer
3 227 (10.59%) Consultant
4 125 (5.83%) Business Analyst
5 109 (5.08%) .NET Developer
6 93 (4.34%) Architect
7 85 (3.96%) Senior Developer
8 76 (3.54%) Data Analyst
9 71 (3.31%) C# Developer
10 70 (3.26%) Software Developer
11 62 (2.89%) Junior
12 61 (2.85%) Project Manager
13 59 (2.75%) Process Analyst
14 54 (2.52%) C# .NET Developer
15 52 (2.43%) Security Analyst
16 50 (2.33%) ASP.NET Developer
16 50 (2.33%) Business Intelligence Analyst
17 49 (2.29%) Pensions Analyst
18 47 (2.19%) Network Engineer
19 46 (2.15%) SQL Developer
Libraries, Frameworks & Software Standards
1 245 (11.43%) HTML
2 241 (11.24%) .NET
3 191 (8.91%) CSS
4 165 (7.70%) Web Services
5 145 (6.76%) ASP.NET
6 127 (5.92%) XML
7 101 (4.71%) jQuery
8 99 (4.62%) WCF
9 85 (3.96%) XSLT
10 77 (3.59%) AngularJS
11 69 (3.22%) SOAP
12 61 (2.85%) .NET Framework
13 59 (2.75%) HTML5
14 58 (2.71%) ASP.NET Web API
14 58 (2.71%) REST
15 42 (1.96%) ASP.NET MVC
16 38 (1.77%) ASP.NET Web Forms
17 36 (1.68%) RESTful
18 25 (1.17%) Middleware
19 22 (1.03%) Node.js
Miscellaneous
1 285 (13.29%) Computer Science
2 89 (4.15%) Management Information System
3 66 (3.08%) Enterprise Software
3 66 (3.08%) User Experience
4 50 (2.33%) Client/Server
5 42 (1.96%) Mobile App
6 40 (1.87%) Algorithms
6 40 (1.87%) Analytical Mindset
7 38 (1.77%) Fintech
8 37 (1.73%) Data Centre
9 31 (1.45%) Greenfield Project
10 29 (1.35%) Social Media
11 28 (1.31%) Security Operations Centre
12 24 (1.12%) Clustering
13 21 (0.98%) Virtual Team
14 20 (0.93%) Driving Licence
15 16 (0.75%) Data Structures
16 14 (0.65%) EPoS
17 12 (0.56%) LIMS
17 12 (0.56%) Reinsurance
Operating Systems
1 260 (12.13%) Windows
2 239 (11.15%) Linux
3 133 (6.20%) Unix
4 86 (4.01%) Windows Server
5 20 (0.93%) Windows 7
6 18 (0.84%) Windows Server 2008
7 15 (0.70%) Windows Server 2012
8 11 (0.51%) Windows 10
9 10 (0.47%) Windows 8
10 9 (0.42%) Embedded Linux
10 9 (0.42%) Windows XP
11 8 (0.37%) CentOS
11 8 (0.37%) FreeBSD
12 7 (0.33%) Red Hat Enterprise Linux
13 6 (0.28%) Android
14 5 (0.23%) zOS
15 4 (0.19%) MVS
15 4 (0.19%) Ubuntu
16 3 (0.14%) AIX
16 3 (0.14%) Windows Server 2003
Processes & Methodologies
1 504 (23.51%) Agile Software Development
2 255 (11.89%) Business Intelligence
3 224 (10.45%) Analytics
4 207 (9.65%) Project Management
5 200 (9.33%) Test Automation
6 178 (8.30%) SDLC
7 168 (7.84%) ITIL
8 143 (6.67%) Scrum
9 136 (6.34%) Continuous Improvement
10 134 (6.25%) Business Analysis
10 134 (6.25%) TDD
11 132 (6.16%) OO
12 125 (5.83%) Stakeholder Management
13 119 (5.55%) Mathematics
14 114 (5.32%) Information Security
15 113 (5.27%) Customer Requirements
16 111 (5.18%) MVC
17 107 (4.99%) Continuous Integration
18 103 (4.80%) Workflow
19 101 (4.71%) Time Management
Programming Languages
1 702 (32.74%) SQL
2 300 (13.99%) C#
3 228 (10.63%) JavaScript
4 224 (10.45%) Java
5 172 (8.02%) Python
6 104 (4.85%) C++
7 100 (4.66%) C
8 90 (4.20%) PowerShell
9 72 (3.36%) T-SQL
10 68 (3.17%) Perl
11 63 (2.94%) Bash Shell
12 59 (2.75%) R
13 53 (2.47%) VBA
14 43 (2.01%) PHP
15 39 (1.82%) PL/SQL
16 34 (1.59%) VB.NET
17 32 (1.49%) VB
18 30 (1.40%) Shell Script
19 26 (1.21%) ABAP
20 24 (1.12%) Ruby
Qualifications
1 522 (24.35%) Degree
2 129 (6.02%) Computer Science Degree
3 118 (5.50%) Security Cleared
4 105 (4.90%) SC Cleared
5 44 (2.05%) ISTQB
6 38 (1.77%) CISSP
7 37 (1.73%) CISM
8 36 (1.68%) Cisco Certification
9 31 (1.45%) CCNA
10 27 (1.26%) CISA
10 27 (1.26%) ISEB
10 27 (1.26%) ITIL Certification
10 27 (1.26%) Microsoft Certification
11 24 (1.12%) PRINCE2 Certification
12 21 (0.98%) CCNP
13 20 (0.93%) CIMA
13 20 (0.93%) Master's Degree
13 20 (0.93%) PMI Certification
14 18 (0.84%) ACCA
15 15 (0.70%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 169 (7.88%) QA
2 51 (2.38%) Data Quality
3 50 (2.33%) SLA
4 49 (2.29%) ISO/IEC 27001
5 33 (1.54%) PMO
6 32 (1.49%) PCI DSS
7 18 (0.84%) HIPAA
8 13 (0.61%) Sarbanes-Oxley
9 10 (0.47%) GDPR
10 9 (0.42%) ISO 22301
11 8 (0.37%) COBIT
11 8 (0.37%) Cyber Essentials
11 8 (0.37%) GAAP
12 6 (0.28%) IFRS
12 6 (0.28%) IFRS 9
12 6 (0.28%) ISO 31000
13 5 (0.23%) 21 CFR Part 11
13 5 (0.23%) Actionable Recommendations
13 5 (0.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 5 (0.23%) ISO/IEC 27005
System Software
1 97 (4.52%) Active Directory
2 27 (1.26%) Hyper-V
3 21 (0.98%) VMware Infrastructure
4 16 (0.75%) Docker
5 10 (0.47%) Oracle RAC
6 8 (0.37%) KVM
6 8 (0.37%) VirtualBox
7 7 (0.33%) Apache Flume
8 6 (0.28%) HDFS
9 5 (0.23%) Virtual Machines
9 5 (0.23%) VMware ESXi
10 3 (0.14%) Firmware
10 3 (0.14%) FreeRADIUS
10 3 (0.14%) XenApp
11 2 (0.093%) Terminal Services
11 2 (0.093%) VMware Workstation
12 1 (0.047%) Microsoft Virtual Server
12 1 (0.047%) NFS
12 1 (0.047%) Virtual Servers
12 1 (0.047%) vSphere
Systems Management
1 35 (1.63%) Opscode Chef
2 24 (1.12%) SCCM
3 22 (1.03%) Terraform
4 18 (0.84%) Nagios
5 14 (0.65%) Puppet
6 10 (0.47%) Ansible
7 9 (0.42%) QRadar
7 9 (0.42%) Systems Management Server (SMS)
8 8 (0.37%) Juniper STRM
8 8 (0.37%) RSA enVision
8 8 (0.37%) RSA Security Analytics
9 5 (0.23%) Kubernetes
9 5 (0.23%) SCOM
10 4 (0.19%) CSIRT
10 4 (0.19%) Data Guard
10 4 (0.19%) HP Quality Center
10 4 (0.19%) Oozie
10 4 (0.19%) OPNET
10 4 (0.19%) Salt
10 4 (0.19%) WebSphere Cast Iron
Vendors
1 444 (20.71%) Microsoft
2 195 (9.10%) Oracle
3 143 (6.67%) SAP
4 65 (3.03%) Cisco
5 58 (2.71%) Google
6 53 (2.47%) Tableau
7 49 (2.29%) VMware
8 45 (2.10%) Salesforce.com
9 38 (1.77%) Sophos
10 34 (1.59%) IBM
11 32 (1.49%) Cognos
12 29 (1.35%) Remedy
13 26 (1.21%) HP
14 25 (1.17%) Citrix
15 24 (1.12%) Adobe
15 24 (1.12%) ServiceNow
16 21 (0.98%) White Clarke
17 20 (0.93%) Capita
18 18 (0.84%) SolarWinds
19 16 (0.75%) Palo Alto