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

Analytical Skills
England > East of England
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 21 29 27
Rank change year-on-year +8 -2 -4
Permanent jobs citing Analytical Skills 961 976 1,032
As % of all permanent IT jobs advertised in the East of England 9.72% 8.09% 7.99%
As % of the Miscellaneous category 22.72% 19.69% 21.38%
Number of salaries quoted 680 741 849
East of England median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% -
10th Percentile £26,250 £27,000 £25,500
90th Percentile £67,500 £71,250 £62,500
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 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 4,229 4,958 4,828
As % of all permanent IT jobs advertised in the East of England 42.76% 41.11% 37.40%
Number of salaries quoted 3,076 3,826 3,890
East of England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £27,000 £27,000 £25,500
90th Percentile £72,500 £71,250 £70,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +2.04%

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 17 December 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 17 December 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
Hertfordshire +11 431 £50,000 - 41
Cambridgeshire +18 289 £40,000 -9.80% 60
Essex +2 102 £38,916 -15.86% 13
Bedfordshire -6 74 £44,250 -1.67% 18
Suffolk -9 36 £43,750 +34.62% 8
Norfolk +11 29 £42,500 -2.30% 10
Analytical Skills
England

For the 6 months to 17 December 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.

1 471 (49.01%) Problem-Solving
2 284 (29.55%) Microsoft
3 220 (22.89%) SQL
4 216 (22.48%) Degree
5 198 (20.60%) Agile Software Development
6 181 (18.83%) Self-Motivation
7 174 (18.11%) Finance
8 169 (17.59%) SQL Server
9 159 (16.55%) Windows
10 153 (15.92%) Firewall
11 150 (15.61%) Retail
12 124 (12.90%) JavaScript
13 120 (12.49%) Cisco Certification
14 119 (12.38%) Analytics
15 116 (12.07%) HTML
16 113 (11.76%) Linux
17 106 (11.03%) Migration
18 105 (10.93%) Project Management
19 100 (10.41%) C#
20 98 (10.20%) Mentoring
21 97 (10.09%) Cybersecurity
22 96 (9.99%) Information Security
23 95 (9.89%) Cisco
24 94 (9.78%) Python
24 94 (9.78%) Data Analysis
25 92 (9.57%) DNS
26 91 (9.47%) ETL
27 90 (9.37%) Oracle
28 89 (9.26%) Splunk
29 87 (9.05%) CSS

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 31 (3.23%) MS Exchange
2 25 (2.60%) SharePoint
3 21 (2.19%) Exchange Server 2013
4 16 (1.66%) Elasticsearch
5 15 (1.56%) Exchange Server 2010
6 13 (1.35%) SAS
7 11 (1.14%) Apache
7 11 (1.14%) Skype for Business
8 10 (1.04%) Apache Spark
9 9 (0.94%) IIS
10 8 (0.83%) Confluence
10 8 (0.83%) JBoss
11 7 (0.73%) Oracle Service Bus
11 7 (0.73%) Oracle SOA Suite
11 7 (0.73%) Tomcat
11 7 (0.73%) WebSphere
12 5 (0.52%) Exchange Server 2003
12 5 (0.52%) Exchange Server 2007
12 5 (0.52%) WebLogic
13 4 (0.42%) SharePoint Server
Applications
1 79 (8.22%) Microsoft Excel
2 58 (6.04%) Microsoft Office
3 22 (2.29%) MS Visio
4 17 (1.77%) Microsoft PowerPoint
4 17 (1.77%) Microsoft Project
5 14 (1.46%) Photoshop
6 5 (0.52%) Gliffy
7 3 (0.31%) EngageOne
8 1 (0.10%) CATIA
8 1 (0.10%) SPSS
Business Applications
1 15 (1.56%) Unit4 Business World
2 14 (1.46%) Dynamics CRM
3 9 (0.94%) Dynamics AX
4 8 (0.83%) Oracle Financials
5 7 (0.73%) Cognos Business Intelligence
5 7 (0.73%) Cognos TM1
5 7 (0.73%) Salesforce.com CRM
6 6 (0.62%) Dynamics NAV
7 5 (0.52%) Infor M3
7 5 (0.52%) StreamServe
8 4 (0.42%) NetSuite
9 3 (0.31%) Oracle Applications
10 2 (0.21%) BPCS
10 2 (0.21%) Endur
10 2 (0.21%) Oracle EBS
10 2 (0.21%) Oracle EBS R12
10 2 (0.21%) Remedy ITSM
10 2 (0.21%) SAP Hybris
11 1 (0.10%) Dynamics GP
11 1 (0.10%) Magento
Cloud Services
1 68 (7.08%) Microsoft Azure
2 54 (5.62%) Office 365
3 45 (4.68%) Amazon AWS
4 31 (3.23%) GitHub
5 30 (3.12%) SaaS
6 22 (2.29%) Google Analytics
7 11 (1.14%) Dynamics 365
8 8 (0.83%) Amazon CloudWatch
8 8 (0.83%) Amazon EC2
8 8 (0.83%) Amazon Glacier
8 8 (0.83%) Amazon S3
8 8 (0.83%) Amazon SQS
8 8 (0.83%) AWS CloudFormation
8 8 (0.83%) AWS CloudTrail
8 8 (0.83%) Azure Data Factory
8 8 (0.83%) Cloud Computing
8 8 (0.83%) PaaS
8 8 (0.83%) Virtual Private Cloud
9 7 (0.73%) IaaS
10 6 (0.62%) Azure Active Directory
Communications & Networking
1 153 (15.92%) Firewall
2 92 (9.57%) DNS
3 84 (8.74%) TCP/IP
4 78 (8.12%) DHCP
5 64 (6.66%) Wireshark
6 62 (6.45%) Network Security
6 62 (6.45%) WAN
7 59 (6.14%) LAN
8 57 (5.93%) Intrusion Detection
9 43 (4.47%) VoIP
10 41 (4.27%) Ethernet
11 38 (3.95%) Wi-Fi
12 37 (3.85%) OSPF
13 32 (3.33%) BGP
13 32 (3.33%) HTTP
14 31 (3.23%) SSL
15 24 (2.50%) Internet
16 22 (2.29%) SNMP
17 18 (1.87%) ICMP
18 17 (1.77%) Skype
Database & Business Intelligence
1 169 (17.59%) SQL Server
2 66 (6.87%) SQL Server Integration Services
3 57 (5.93%) SQL Server Reporting Services
4 41 (4.27%) MySQL
5 37 (3.85%) Data Warehouse
6 35 (3.64%) PostgreSQL
7 32 (3.33%) Power BI
8 27 (2.81%) Relational Database
8 27 (2.81%) SQL Server Analysis Services
9 26 (2.71%) Big Data
10 22 (2.29%) MongoDB
11 20 (2.08%) RDBMS
12 18 (1.87%) SQL Server 2016
13 15 (1.56%) Oracle Database
14 12 (1.25%) NoSQL
15 10 (1.04%) Microsoft Analysis Services
15 10 (1.04%) Redis
16 9 (0.94%) Data Mining
16 9 (0.94%) OLAP
17 8 (0.83%) Amazon RDS
Development Applications
1 57 (5.93%) JIRA
2 35 (3.64%) Visual Studio
3 28 (2.91%) Jenkins
4 18 (1.87%) Git (software)
4 18 (1.87%) Subversion
5 16 (1.66%) Selenium
6 12 (1.25%) Team Foundation Server
7 10 (1.04%) LabVIEW
8 8 (0.83%) TeamCity
9 7 (0.73%) ER Studio
10 5 (0.52%) ReSharper
11 4 (0.42%) Atlassian Bamboo
11 4 (0.42%) Mocha
12 3 (0.31%) Axure RP
12 3 (0.31%) Burp Suite
12 3 (0.31%) Eclipse
12 3 (0.31%) Jasmine
12 3 (0.31%) Metasploit
12 3 (0.31%) WebDriver
13 2 (0.21%) Visual Studio Team System
General
1 174 (18.11%) Finance
2 150 (15.61%) Retail
3 45 (4.68%) Marketing
4 22 (2.29%) Manufacturing
5 20 (2.08%) Advertising
6 11 (1.14%) Pharmaceutical
7 10 (1.04%) Automotive
7 10 (1.04%) Telecoms
8 9 (0.94%) Law
8 9 (0.94%) Publishing
9 8 (0.83%) Legal
10 7 (0.73%) Billing
11 6 (0.62%) Games
12 4 (0.42%) Back Office
12 4 (0.42%) French Language
12 4 (0.42%) Local Government
12 4 (0.42%) Spanish Language
13 3 (0.31%) Multimedia
14 2 (0.21%) Banking
14 2 (0.21%) German Language
Job Titles
1 302 (31.43%) Analyst
2 139 (14.46%) Developer
3 57 (5.93%) Consultant
4 52 (5.41%) Graduate
5 39 (4.06%) Business Analyst
6 36 (3.75%) Security Engineer
7 35 (3.64%) Data Analyst
8 32 (3.33%) Support Analyst
8 32 (3.33%) Systems Engineer
9 31 (3.23%) Network Analyst
9 31 (3.23%) Project Manager
9 31 (3.23%) Software Engineer
10 30 (3.12%) Applications Support
10 30 (3.12%) Architect
10 30 (3.12%) Network Engineer
10 30 (3.12%) SQL Developer
11 29 (3.02%) SIEM Engineer
11 29 (3.02%) SOC Engineer
12 28 (2.91%) Applications Support Analyst
13 27 (2.81%) Systems Analyst
Libraries, Frameworks & Software Standards
1 116 (12.07%) HTML
2 87 (9.05%) CSS
3 82 (8.53%) XML
4 57 (5.93%) .NET
5 49 (5.10%) Web Services
6 30 (3.12%) JSON
7 28 (2.91%) HTML5
8 24 (2.50%) AngularJS
9 23 (2.39%) Ajax
10 20 (2.08%) JSP
11 19 (1.98%) RESTful
12 18 (1.87%) jQuery
13 17 (1.77%) LAMP
13 17 (1.77%) XSD
14 15 (1.56%) Spring
15 13 (1.35%) Hibernate
15 13 (1.35%) J2EE
15 13 (1.35%) SOAP
15 13 (1.35%) XHTML
15 13 (1.35%) XSL
Miscellaneous
1 181 (18.83%) Self-Motivation
2 64 (6.66%) Data Centre
3 63 (6.56%) Cyberthreat
4 48 (4.99%) Cyber Kill Chain
5 45 (4.68%) Management Information System
6 38 (3.95%) Security Operations Centre
7 36 (3.75%) User Experience
8 33 (3.43%) Analytical Mindset
9 32 (3.33%) Reference Data
10 24 (2.50%) Cyber Defence
11 17 (1.77%) Public Cloud
12 14 (1.46%) Driving Licence
12 14 (1.46%) Enterprise Software
13 13 (1.35%) Data Structures
14 10 (1.04%) Acoustics
14 10 (1.04%) Client/Server
14 10 (1.04%) FMCG
14 10 (1.04%) Mobile App
15 9 (0.94%) iPhone
15 9 (0.94%) PMI
Operating Systems
1 159 (16.55%) Windows
2 113 (11.76%) Linux
3 24 (2.50%) Mac OS X
4 23 (2.39%) Windows Server
5 22 (2.29%) Unix
6 21 (2.19%) Windows 10
7 19 (1.98%) Red Hat Enterprise Linux
8 16 (1.66%) Windows Server 2008
9 14 (1.46%) Windows Server 2012
10 12 (1.25%) Windows 7
11 10 (1.04%) CentOS
11 10 (1.04%) Windows 8
11 10 (1.04%) Windows Server 2003
11 10 (1.04%) Windows XP
12 9 (0.94%) Windows Phone
13 7 (0.73%) Ubuntu
14 6 (0.62%) Android
14 6 (0.62%) Windows Vista
15 5 (0.52%) Mac OS
16 4 (0.42%) AIX
Processes & Methodologies
1 471 (49.01%) Problem-Solving
2 198 (20.60%) Agile Software Development
3 119 (12.38%) Analytics
4 106 (11.03%) Migration
5 105 (10.93%) Project Management
6 98 (10.20%) Mentoring
7 97 (10.09%) Cybersecurity
8 96 (9.99%) Information Security
9 94 (9.78%) Data Analysis
10 91 (9.47%) ETL
11 82 (8.53%) Decision-Making
12 80 (8.32%) SIEM
13 79 (8.22%) Data Migration
14 78 (8.12%) Computer Science
15 75 (7.80%) Software Engineering
16 69 (7.18%) ITIL
17 66 (6.87%) Risk Management
18 63 (6.56%) Security Operations
19 61 (6.35%) Analytical Thinking
19 61 (6.35%) Mathematics
Programming Languages
1 220 (22.89%) SQL
2 124 (12.90%) JavaScript
3 100 (10.41%) C#
4 94 (9.78%) Python
5 75 (7.80%) Java
6 68 (7.08%) T-SQL
7 55 (5.72%) PowerShell
8 43 (4.47%) C++
9 36 (3.75%) VBA
10 31 (3.23%) PL/SQL
11 27 (2.81%) TypeScript
12 26 (2.71%) PHP
13 23 (2.39%) C
14 15 (1.56%) Shell Script
15 14 (1.46%) Apex Code
15 14 (1.46%) Bash Shell
15 14 (1.46%) VB
16 13 (1.35%) Perl
16 13 (1.35%) VBScript
17 11 (1.14%) R
Qualifications
1 216 (22.48%) Degree
2 120 (12.49%) Cisco Certification
3 87 (9.05%) CCNA
4 63 (6.56%) Security Cleared
5 59 (6.14%) Microsoft Certification
6 56 (5.83%) CISSP
7 49 (5.10%) SC Cleared
8 46 (4.79%) GSEC
9 43 (4.47%) SSCP
10 42 (4.37%) GCIA
10 42 (4.37%) GCIH
11 41 (4.27%) CCNP
11 41 (4.27%) MCSE
12 30 (3.12%) CCIE
13 27 (2.81%) CEH
13 27 (2.81%) PhD
13 27 (2.81%) SANS
14 26 (2.71%) CCSP
15 24 (2.50%) RHCA
15 24 (2.50%) RHCE
Quality Assurance & Compliance
1 67 (6.97%) Data Quality
2 33 (3.43%) QA
3 25 (2.60%) SLA
4 16 (1.66%) PMO
5 15 (1.56%) GDPR
6 11 (1.14%) Sarbanes-Oxley
7 10 (1.04%) ISO/IEC 27001
8 7 (0.73%) PCI DSS
9 5 (0.52%) Actionable Recommendations
9 5 (0.52%) Cyber Essentials
10 4 (0.42%) ISO/IEC 20000
11 3 (0.31%) HIPAA
12 2 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 1 (0.10%) IEC 62304
13 1 (0.10%) ISO 13485
13 1 (0.10%) P3O
System Software
1 66 (6.87%) Active Directory
2 18 (1.87%) VMware Infrastructure
3 17 (1.77%) Hyper-V
4 10 (1.04%) Docker
5 5 (0.52%) Apache Flume
6 4 (0.42%) HDFS
7 3 (0.31%) PowerHA
7 3 (0.31%) VMware NSX
8 2 (0.21%) VMware Workstation
9 1 (0.10%) Virtual Machines
Systems Management
1 48 (4.99%) RSA Security Analytics
2 29 (3.02%) Stealthwatch
3 22 (2.29%) SCOM
4 14 (1.46%) SCCM
5 8 (0.83%) Graphite
6 7 (0.73%) Ansible
7 6 (0.62%) Consul
7 6 (0.62%) Microsoft Intune
8 5 (0.52%) HP ALM
8 5 (0.52%) Nessus
9 4 (0.42%) Oozie
10 3 (0.31%) EMC NetWorker
10 3 (0.31%) Single Sign-On
10 3 (0.31%) Tivoli Storage Manager
11 2 (0.21%) Forefront Identity Manager
11 2 (0.21%) HP Quality Center
11 2 (0.21%) QRadar
11 2 (0.21%) SCSM
11 2 (0.21%) Systems Management Server (SMS)
11 2 (0.21%) Terraform
Vendors
1 284 (29.55%) Microsoft
2 95 (9.89%) Cisco
3 90 (9.37%) Oracle
4 89 (9.26%) Splunk
5 73 (7.60%) CheckPoint
6 60 (6.24%) VMware
7 53 (5.52%) Symantec
8 43 (4.47%) Red Hat
9 34 (3.54%) Nortel
10 33 (3.43%) Avaya
11 32 (3.33%) Riverbed
12 30 (3.12%) Google
13 28 (2.91%) Salesforce.com
14 26 (2.71%) Nokia
15 25 (2.60%) SAP
16 24 (2.50%) Qualys
16 24 (2.50%) Tableau
17 19 (1.98%) Talend
18 17 (1.77%) Juniper
19 13 (1.35%) HP