Period
to 26 September 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 26 September 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 20 26 26
Rank change year-on-year +6 0 -5
Permanent jobs citing Analytical Skills 1,109 1,056 1,064
As % of all permanent IT jobs advertised in the East of England 10.02% 8.95% 8.11%
As % of the Miscellaneous category 21.70% 19.45% 18.84%
Number of salaries quoted 729 800 845
East of England median annual salary £46,500 £42,500 £42,500
Median salary % change year-on-year +9.41% - +6.25%
10th Percentile £26,250 £25,000 £25,750
90th Percentile £68,750 £67,500 £62,500
England median annual salary £49,500 £46,902 £45,000
% change year-on-year +5.54% +4.23% -

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 East of England with a requirement for generic IT skills.

All Generic IT Skills
East of England
Permanent vacancies with a requirement for generic IT skills 5,110 5,428 5,649
As % of all permanent IT jobs advertised in the East of England 46.17% 46.02% 43.07%
Number of salaries quoted 3,724 4,258 4,609
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +7.14%
10th Percentile £26,250 £25,750 £25,063
90th Percentile £72,500 £70,000 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Analytical Skills
Job Vacancy Trend in the East of England

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

Job vacancy trend for Analytical Skills in the East of England

Analytical Skills
Salary Trend in the East of England

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

Salary trend for Analytical Skills in the East of England

Analytical Skills
Salary Histogram in the East of England

The salary distribution of IT jobs citing Analytical Skills in the East of England over the 6 months to 26 September 2018.

Salary histogram for Analytical Skills in the East of England

Analytical Skills
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the East of England region over the 6 months to 26 September 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
Cambridgeshire +17 435 £42,500 - 69
Hertfordshire +5 434 £55,000 +18.15% 39
Essex +15 109 £42,500 +6.25% 19
Bedfordshire -18 57 £46,500 -4.12% 16
Suffolk -8 54 £52,750 +54.01% 8
Norfolk -7 20 £38,358 +53.43% 8
Analytical Skills
England

For the 6 months to 26 September 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 East of England region with a requirement for Analytical Skills.

1 483 (43.55%) Problem-Solving
2 285 (25.70%) SQL
3 283 (25.52%) Microsoft
4 261 (23.53%) Finance
5 256 (23.08%) Degree
6 233 (21.01%) Agile Software Development
7 188 (16.95%) SQL Server
8 169 (15.24%) Retail
9 156 (14.07%) Windows
10 142 (12.80%) Firewall
10 142 (12.80%) Analytics
11 139 (12.53%) Self-Motivation
12 126 (11.36%) JavaScript
13 121 (10.91%) C#
14 118 (10.64%) HTML
15 116 (10.46%) ITIL
16 109 (9.83%) Linux
17 108 (9.74%) Computer Science
18 105 (9.47%) Cisco
19 101 (9.11%) Cisco Certification
20 99 (8.93%) Microsoft Excel
21 97 (8.75%) Decision-Making
22 95 (8.57%) Python
22 95 (8.57%) .NET
22 95 (8.57%) Information Security
23 94 (8.48%) T-SQL
24 92 (8.30%) Project Management
25 88 (7.94%) Mentoring
26 87 (7.84%) CSS
26 87 (7.84%) Migration

Analytical Skills
Co-occurring IT Skills in the East of England 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 30 (2.71%) SharePoint
2 22 (1.98%) MS Exchange
3 16 (1.44%) SAS
4 15 (1.35%) Exchange Server 2013
5 14 (1.26%) Apache Spark
6 11 (0.99%) Apache
6 11 (0.99%) Skype for Business
7 10 (0.90%) Tomcat
8 9 (0.81%) Exchange Server 2010
9 8 (0.72%) IIS
10 7 (0.63%) Confluence
10 7 (0.63%) JBoss
10 7 (0.63%) Oracle SOA Suite
11 6 (0.54%) Oracle Service Bus
11 6 (0.54%) WebSphere
12 5 (0.45%) Elasticsearch
13 4 (0.36%) Exchange Server 2007
13 4 (0.36%) SharePoint Server
13 4 (0.36%) WebLogic
14 3 (0.27%) OpenEdge
Applications
1 99 (8.93%) Microsoft Excel
2 52 (4.69%) Microsoft Office
3 23 (2.07%) MS Visio
4 15 (1.35%) Microsoft PowerPoint
5 14 (1.26%) Microsoft Project
6 8 (0.72%) Photoshop
7 7 (0.63%) Spreadsheet
8 5 (0.45%) Gliffy
9 3 (0.27%) EngageOne
10 1 (0.090%) SPSS
Business Applications
1 14 (1.26%) Dynamics CRM
2 13 (1.17%) Cognos Business Intelligence
2 13 (1.17%) Cognos TM1
2 13 (1.17%) Dynamics AX
3 12 (1.08%) Oracle EBS
3 12 (1.08%) Salesforce.com CRM
4 10 (0.90%) Unit4 Business World
5 9 (0.81%) Infor M3
6 8 (0.72%) NetSuite
6 8 (0.72%) StreamServe
7 5 (0.45%) Dynamics NAV
8 3 (0.27%) Oracle Applications
9 2 (0.18%) BPCS
9 2 (0.18%) Oracle EBS R12
9 2 (0.18%) Oracle ERP
9 2 (0.18%) Remedy ITSM
9 2 (0.18%) SAP Hybris
10 1 (0.090%) Infor LN
10 1 (0.090%) Magento
10 1 (0.090%) Oracle iProcurement
Cloud Services
1 61 (5.50%) Microsoft Azure
2 59 (5.32%) Amazon AWS
3 54 (4.87%) Office 365
4 34 (3.07%) GitHub
5 26 (2.34%) Google Analytics
6 15 (1.35%) SaaS
7 14 (1.26%) Dynamics 365
8 9 (0.81%) Adobe Analytics
9 8 (0.72%) Azure Data Factory
9 8 (0.72%) Google Tag Manager
9 8 (0.72%) IaaS
10 7 (0.63%) PaaS
11 6 (0.54%) Azure Active Directory
11 6 (0.54%) Cloud Computing
12 5 (0.45%) Salesforce Service Cloud
13 4 (0.36%) Amazon EC2
13 4 (0.36%) Virtual Private Cloud
14 3 (0.27%) Amazon Glacier
14 3 (0.27%) Amazon S3
14 3 (0.27%) Amazon SQS
Communications & Networking
1 142 (12.80%) Firewall
2 71 (6.40%) WAN
3 67 (6.04%) TCP/IP
4 63 (5.68%) LAN
5 62 (5.59%) DNS
5 62 (5.59%) Intrusion Detection
6 59 (5.32%) Network Security
7 58 (5.23%) Wireshark
8 47 (4.24%) DHCP
9 45 (4.06%) Ethernet
10 43 (3.88%) VoIP
11 39 (3.52%) Wi-Fi
12 38 (3.43%) OSPF
13 32 (2.89%) BGP
14 31 (2.80%) Internet
15 24 (2.16%) HTTP
15 24 (2.16%) VPN
16 20 (1.80%) SSL
17 18 (1.62%) MPLS
17 18 (1.62%) Wireless
Database & Business Intelligence
1 188 (16.95%) SQL Server
2 69 (6.22%) SQL Server Integration Services
3 63 (5.68%) SQL Server Reporting Services
4 55 (4.96%) Data Warehouse
5 49 (4.42%) Power BI
6 42 (3.79%) Big Data
7 41 (3.70%) SQL Server Analysis Services
8 33 (2.98%) MongoDB
8 33 (2.98%) MySQL
9 29 (2.61%) Relational Database
10 26 (2.34%) NoSQL
11 21 (1.89%) PostgreSQL
12 19 (1.71%) Data Mining
13 18 (1.62%) OLAP
14 16 (1.44%) Microsoft Analysis Services
15 15 (1.35%) RDBMS
16 14 (1.26%) Oracle Database
16 14 (1.26%) SQL Server 2012
17 11 (0.99%) Amazon Redshift
18 10 (0.90%) SQL Server 2016
Development Applications
1 45 (4.06%) JIRA
2 34 (3.07%) Visual Studio
3 27 (2.43%) Team Foundation Server
4 25 (2.25%) Selenium
5 23 (2.07%) Git (software)
6 22 (1.98%) Jenkins
7 15 (1.35%) LabVIEW
8 14 (1.26%) TeamCity
9 13 (1.17%) ReSharper
10 11 (0.99%) Subversion
11 8 (0.72%) Mocha
11 8 (0.72%) WebDriver
12 7 (0.63%) Atlassian Bamboo
13 6 (0.54%) Jasmine
14 5 (0.45%) Axure RP
14 5 (0.45%) ER Studio
15 4 (0.36%) Balsamiq Mockups
16 3 (0.27%) Cucumber
16 3 (0.27%) Oracle APEX
16 3 (0.27%) SpecFlow
General
1 261 (23.53%) Finance
2 169 (15.24%) Retail
3 65 (5.86%) Marketing
4 38 (3.43%) Manufacturing
5 25 (2.25%) Advertising
6 23 (2.07%) Telecoms
7 17 (1.53%) Games
8 15 (1.35%) Publishing
9 14 (1.26%) Pharmaceutical
10 13 (1.17%) Law
11 10 (0.90%) Billing
12 9 (0.81%) Back Office
13 7 (0.63%) Legal
14 3 (0.27%) Automotive
14 3 (0.27%) Local Government
14 3 (0.27%) Multimedia
14 3 (0.27%) Spanish Language
15 1 (0.090%) Dutch Language
15 1 (0.090%) French Language
15 1 (0.090%) German Language
Job Titles
1 366 (33.00%) Analyst
2 164 (14.79%) Developer
3 76 (6.85%) Business Analyst
4 52 (4.69%) Software Developer
5 48 (4.33%) Graduate
6 43 (3.88%) Consultant
7 40 (3.61%) Data Analyst
8 36 (3.25%) Team Leader
9 35 (3.16%) Architect
9 35 (3.16%) Product Manager
9 35 (3.16%) Software Engineer
10 33 (2.98%) C# Developer
11 32 (2.89%) Business Intelligence Developer
11 32 (2.89%) C# Software Developer
11 32 (2.89%) Project Manager
11 32 (2.89%) Senior Developer
11 32 (2.89%) Systems Analyst
12 31 (2.80%) SOC Analyst
13 29 (2.61%) Network Engineer
14 28 (2.52%) Support Engineer
Libraries, Frameworks & Software Standards
1 118 (10.64%) HTML
2 95 (8.57%) .NET
3 87 (7.84%) CSS
4 58 (5.23%) XML
5 44 (3.97%) Web Services
6 27 (2.43%) .NET Framework
7 25 (2.25%) AngularJS
8 24 (2.16%) ASP.NET
9 20 (1.80%) HTML5
10 18 (1.62%) jQuery
10 18 (1.62%) REST
11 16 (1.44%) Middleware
12 15 (1.35%) JSON
13 14 (1.26%) ASP.NET Web API
13 14 (1.26%) Spring
13 14 (1.26%) Twitter Bootstrap
14 13 (1.17%) Ajax
14 13 (1.17%) EDI
14 13 (1.17%) SOAP
15 12 (1.08%) Sass
Miscellaneous
1 139 (12.53%) Self-Motivation
2 108 (9.74%) Computer Science
3 79 (7.12%) Management Information System
4 74 (6.67%) Data Centre
5 67 (6.04%) User Experience
6 43 (3.88%) Cyber Kill Chain
7 42 (3.79%) Cyberthreat
8 32 (2.89%) Analytical Mindset
9 28 (2.52%) Security Operations Centre
10 25 (2.25%) Driving Licence
11 20 (1.80%) Minimum Viable Product
12 19 (1.71%) Data Structures
13 17 (1.53%) Algorithms
14 15 (1.35%) Acoustics
15 14 (1.26%) Reference Data
16 13 (1.17%) Cyber Defence
16 13 (1.17%) Optoelectronics
17 11 (0.99%) Public Cloud
18 10 (0.90%) PMI
19 9 (0.81%) NHS
Operating Systems
1 156 (14.07%) Windows
2 109 (9.83%) Linux
3 26 (2.34%) Unix
4 25 (2.25%) Windows Server
5 21 (1.89%) Red Hat Enterprise Linux
5 21 (1.89%) Windows Server 2008
6 17 (1.53%) Windows 10
7 15 (1.35%) Windows 7
8 14 (1.26%) Mac OS X
9 13 (1.17%) Windows Server 2003
10 11 (0.99%) CentOS
10 11 (0.99%) Windows 8
11 9 (0.81%) Windows Server 2012
12 8 (0.72%) Windows Phone
12 8 (0.72%) Windows XP
13 6 (0.54%) Android
13 6 (0.54%) Windows Vista
14 5 (0.45%) HPUX
15 4 (0.36%) Embedded Linux
15 4 (0.36%) Ubuntu
Processes & Methodologies
1 483 (43.55%) Problem-Solving
2 233 (21.01%) Agile Software Development
3 142 (12.80%) Analytics
4 116 (10.46%) ITIL
5 97 (8.75%) Decision-Making
6 95 (8.57%) Information Security
7 92 (8.30%) Project Management
8 88 (7.94%) Mentoring
9 87 (7.84%) Migration
10 86 (7.75%) Software Engineering
11 82 (7.39%) Business Intelligence
11 82 (7.39%) ETL
11 82 (7.39%) SIEM
12 81 (7.30%) Cybersecurity
13 78 (7.03%) Mathematics
13 78 (7.03%) Risk Management
14 75 (6.76%) Business Analysis
15 72 (6.49%) Data Analysis
16 68 (6.13%) Security Operations
17 66 (5.95%) SDLC
Programming Languages
1 285 (25.70%) SQL
2 126 (11.36%) JavaScript
3 121 (10.91%) C#
4 95 (8.57%) Python
5 94 (8.48%) T-SQL
6 51 (4.60%) Java
7 50 (4.51%) PowerShell
8 42 (3.79%) VBA
9 27 (2.43%) C++
10 25 (2.25%) R
11 23 (2.07%) TypeScript
12 21 (1.89%) PL/SQL
13 18 (1.62%) C
14 16 (1.44%) PHP
15 15 (1.35%) MATLAB
16 13 (1.17%) Bash Shell
17 12 (1.08%) Go
18 9 (0.81%) Perl
18 9 (0.81%) Shell Script
19 8 (0.72%) VBScript
Qualifications
1 256 (23.08%) Degree
2 101 (9.11%) Cisco Certification
3 74 (6.67%) CISSP
4 66 (5.95%) CCNA
5 63 (5.68%) Microsoft Certification
6 48 (4.33%) MCSE
7 45 (4.06%) CCNP
8 41 (3.70%) Security Cleared
9 39 (3.52%) Computer Science Degree
9 39 (3.52%) SSCP
10 31 (2.80%) CCIE
10 31 (2.80%) CCSP
10 31 (2.80%) GSEC
11 30 (2.71%) CSSLP
11 30 (2.71%) GCWN
11 30 (2.71%) ISSAP
11 30 (2.71%) ISSEP
11 30 (2.71%) RHCA
11 30 (2.71%) RHCE
11 30 (2.71%) SANS
Quality Assurance & Compliance
1 55 (4.96%) Data Quality
2 42 (3.79%) QA
3 37 (3.34%) SLA
4 17 (1.53%) PMO
5 14 (1.26%) ISO/IEC 27001
5 14 (1.26%) Sarbanes-Oxley
6 10 (0.90%) GDPR
7 8 (0.72%) PCI DSS
8 7 (0.63%) Actionable Recommendations
9 6 (0.54%) Cyber Essentials
10 5 (0.45%) HIPAA
11 3 (0.27%) COBIT
11 3 (0.27%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 2 (0.18%) ISO/IEC 20000
13 1 (0.090%) GMP
13 1 (0.090%) ISO 13485
13 1 (0.090%) ISO 9001
13 1 (0.090%) WAI
System Software
1 61 (5.50%) Active Directory
2 27 (2.43%) Hyper-V
3 24 (2.16%) VMware Infrastructure
4 11 (0.99%) Docker
5 7 (0.63%) Firmware
6 6 (0.54%) VMware ESXi
7 5 (0.45%) XenApp
8 4 (0.36%) vSphere
9 3 (0.27%) VMware NSX
10 2 (0.18%) Active Directory Lightweight Directory Services
10 2 (0.18%) Apache Flume
10 2 (0.18%) Oracle RAC
10 2 (0.18%) PowerHA
11 1 (0.090%) Apache ZooKeeper
11 1 (0.090%) HDFS
11 1 (0.090%) Terminal Services
11 1 (0.090%) Virtual Machines
11 1 (0.090%) VMware Workstation
Systems Management
1 43 (3.88%) RSA Security Analytics
2 17 (1.53%) Stealthwatch
3 9 (0.81%) SCCM
4 8 (0.72%) SCOM
5 7 (0.63%) NetApp OnCommand
6 6 (0.54%) Microsoft Intune
7 5 (0.45%) HP Data Protector
7 5 (0.45%) Nessus
7 5 (0.45%) Oracle Enterprise Manager
7 5 (0.45%) Oracle Identity Manager
8 3 (0.27%) Ansible
8 3 (0.27%) FortiGate
8 3 (0.27%) Tivoli Storage Manager
9 2 (0.18%) Data Guard
9 2 (0.18%) EMC NetWorker
9 2 (0.18%) Graphite
9 2 (0.18%) HP Quality Center
9 2 (0.18%) Kubernetes
9 2 (0.18%) SCSM
9 2 (0.18%) Single Sign-On
Vendors
1 283 (25.52%) Microsoft
2 105 (9.47%) Cisco
3 79 (7.12%) Oracle
4 76 (6.85%) VMware
5 73 (6.58%) Splunk
6 65 (5.86%) CheckPoint
7 51 (4.60%) Red Hat
8 49 (4.42%) Symantec
8 49 (4.42%) Tableau
9 36 (3.25%) Avaya
9 36 (3.25%) Google
10 33 (2.98%) Nortel
10 33 (2.98%) Riverbed
11 25 (2.25%) Salesforce.com
12 23 (2.07%) Citrix
13 19 (1.71%) Alteryx
14 18 (1.62%) SAP
15 16 (1.44%) Nokia
15 16 (1.44%) Palo Alto
16 15 (1.35%) Cognos