Period
to 5 August 2020

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 5 August 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
5 Aug 2020
Same period 2019 Same period 2018
Rank 26 23 20
Rank change year-on-year -3 -3 +5
Permanent jobs citing Analytical Skills 246 686 1,075
As % of all permanent jobs advertised in the East of England 8.31% 9.42% 9.21%
As % of the Miscellaneous category 19.08% 23.80% 22.71%
Number of salaries quoted 196 471 728
Median annual salary £45,000 £42,500 £46,985
Median salary % change year-on-year +5.88% -9.54% +10.55%
10th Percentile £28,875 £25,250 £26,750
90th Percentile £85,000 £73,750 £70,375
England median annual salary £52,500 £50,000 £49,552
% change year-on-year +5.00% +0.90% +10.12%

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 1,289 2,882 4,733
As % of all permanent IT jobs advertised in the East of England 43.52% 39.57% 40.53%
Number of salaries quoted 941 2,036 3,378
Median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +5.56%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £81,250 £76,250 £71,250
England median annual salary £55,000 £53,000 £52,500
% change year-on-year +3.77% +0.95% +5.00%

Analytical Skills
Job Vacancy Trend in the East of England

Job postings citing Analytical Skills as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Analytical Skills in the East of England over the 6 months to 5 August 2020.

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 5 August 2020. 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 -1 91 £40,000 - 19
Hertfordshire +1 84 £60,000 +20.00% 17
Essex -12 34 £44,632 +40.83% 8
Bedfordshire +5 17 £50,000 +14.29% 1
Suffolk +4 15 £47,500 -5.00% 2
Norfolk 0 5 £17,500 -47.76% 2
Analytical Skills
England

For the 6 months to 5 August 2020, 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.

1 117 (47.56%) Problem-Solving
2 69 (28.05%) SQL
3 61 (24.80%) Degree
4 60 (24.39%) ITIL
5 58 (23.58%) Microsoft
6 54 (21.95%) Windows
7 51 (20.73%) Linux
8 47 (19.11%) Agile Software Development
9 39 (15.85%) SQL Server
10 36 (14.63%) Azure
11 35 (14.23%) Python
11 35 (14.23%) Analytics
12 33 (13.41%) Finance
13 32 (13.01%) Office 365
14 29 (11.79%) Self-Motivation
15 28 (11.38%) VMware
15 28 (11.38%) Incident Management
16 26 (10.57%) Continuous Improvement
17 25 (10.16%) Time Management
18 24 (9.76%) VMware Infrastructure
18 24 (9.76%) .NET
18 24 (9.76%) Active Directory
19 23 (9.35%) Business Intelligence
19 23 (9.35%) Service Management
19 23 (9.35%) Security Cleared
20 22 (8.94%) Statistics
20 22 (8.94%) Cisco
21 21 (8.54%) Project Management
21 21 (8.54%) MySQL
21 21 (8.54%) JavaScript

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 15 (6.10%) SharePoint
2 5 (2.03%) Apache Spark
3 4 (1.63%) Confluence
3 4 (1.63%) MS Exchange
4 3 (1.22%) Apache
4 3 (1.22%) Elasticsearch
5 2 (0.81%) Alfresco
5 2 (0.81%) SAS
5 2 (0.81%) SharePoint 2013
5 2 (0.81%) Tomcat
6 1 (0.41%) Documentum
6 1 (0.41%) OpenStack
6 1 (0.41%) SugarCRM
Applications
1 20 (8.13%) Microsoft Excel
2 8 (3.25%) Microsoft Office
3 4 (1.63%) Spreadsheet
4 3 (1.22%) Microsoft PowerPoint
4 3 (1.22%) MS Visio
5 2 (0.81%) Microsoft Project
6 1 (0.41%) Gephi
6 1 (0.41%) OrCAD
6 1 (0.41%) SPSS
Business Applications
1 4 (1.63%) PeopleSoft CRM
1 4 (1.63%) PeopleSoft Financials
1 4 (1.63%) PeopleSoft HCM
1 4 (1.63%) PeopleSoft HRMS
2 3 (1.22%) Oracle ERP
3 2 (0.81%) Dynamics AX
3 2 (0.81%) Dynamics CRM
3 2 (0.81%) Oracle Cash Management
3 2 (0.81%) Oracle EBS
3 2 (0.81%) Oracle EBS R12
4 1 (0.41%) Oracle Applications
4 1 (0.41%) SAP CO
4 1 (0.41%) SAP FI
4 1 (0.41%) SAP FI/CO
4 1 (0.41%) SAP MM
4 1 (0.41%) SAP S/4HANA
4 1 (0.41%) SAP SD
4 1 (0.41%) Summit
4 1 (0.41%) Unit4 Business World
Cloud Services
1 36 (14.63%) Azure
2 32 (13.01%) Office 365
3 11 (4.47%) Power Platform
4 10 (4.07%) AWS
5 8 (3.25%) Azure Active Directory
5 8 (3.25%) OneDrive
6 3 (1.22%) Amazon SQS
6 3 (1.22%) AWS Lambda
6 3 (1.22%) GCP
6 3 (1.22%) Serverless
7 2 (0.81%) Azure Data Factory
7 2 (0.81%) PowerApps
8 1 (0.41%) Akamai
8 1 (0.41%) Dynamics 365
8 1 (0.41%) GitHub
8 1 (0.41%) Google Tag Manager
8 1 (0.41%) IaaS
8 1 (0.41%) OpenShift
8 1 (0.41%) Oracle CX
8 1 (0.41%) SaaS
Communications & Networking
1 21 (8.54%) Firewall
2 13 (5.28%) LAN
3 12 (4.88%) WAN
4 11 (4.47%) DNS
4 11 (4.47%) TCP/IP
4 11 (4.47%) Wireless
5 10 (4.07%) DHCP
5 10 (4.07%) SAN
6 8 (3.25%) Cisco Wireless
6 8 (3.25%) Internet
6 8 (3.25%) Network Security
7 7 (2.85%) HTTP
7 7 (2.85%) VPN
8 4 (1.63%) Cisco ASA
8 4 (1.63%) MPLS
9 3 (1.22%) BGP
9 3 (1.22%) OSPF
9 3 (1.22%) VLAN
9 3 (1.22%) Wi-Fi
10 2 (0.81%) IPsec
Database & Business Intelligence
1 39 (15.85%) SQL Server
2 21 (8.54%) MySQL
3 14 (5.69%) Data Warehouse
4 13 (5.28%) NoSQL
5 11 (4.47%) Big Data
5 11 (4.47%) MS Access
6 9 (3.66%) MongoDB
6 9 (3.66%) Power BI
7 8 (3.25%) PostgreSQL
8 7 (2.85%) SQL Server 2012
8 7 (2.85%) SQL Server 2016
9 6 (2.44%) OLAP
10 5 (2.03%) Apache Hive
10 5 (2.03%) Crystal Reports
11 4 (1.63%) Impala
11 4 (1.63%) SQL Server Integration Services
12 3 (1.22%) Amazon Redshift
12 3 (1.22%) Apache Kudu
12 3 (1.22%) Cosmos DB
12 3 (1.22%) OLTP
Development Applications
1 10 (4.07%) JIRA
2 8 (3.25%) Git (software)
3 7 (2.85%) MSI
4 4 (1.63%) Bitbucket
4 4 (1.63%) PeopleTools
5 3 (1.22%) Grunt
5 3 (1.22%) gulp
5 3 (1.22%) LabVIEW
5 3 (1.22%) Selenium
5 3 (1.22%) Visual Studio
6 2 (0.81%) Axure RP
6 2 (0.81%) Eclipse
6 2 (0.81%) git-flow
6 2 (0.81%) JUnit
6 2 (0.81%) LoadRunner
6 2 (0.81%) Log4j
6 2 (0.81%) Maven
6 2 (0.81%) SoapUI
6 2 (0.81%) Team Foundation Server
6 2 (0.81%) TestRail
General
1 33 (13.41%) Finance
2 15 (6.10%) Legal
3 9 (3.66%) Law
4 8 (3.25%) Pharmaceutical
5 6 (2.44%) Electronics
5 6 (2.44%) Manufacturing
5 6 (2.44%) Marketing
6 5 (2.03%) Back Office
6 5 (2.03%) Retail
7 4 (1.63%) Aerospace
8 2 (0.81%) French Language
8 2 (0.81%) German Language
8 2 (0.81%) Spanish Language
8 2 (0.81%) Telecoms
9 1 (0.41%) Dutch Language
9 1 (0.41%) Italian Language
9 1 (0.41%) Korean Language
9 1 (0.41%) Local Government
9 1 (0.41%) Portuguese Language
9 1 (0.41%) Turkish Language
Job Titles
1 55 (22.36%) Analyst
2 31 (12.60%) Developer
3 17 (6.91%) Support Analyst
4 16 (6.50%) Architect
5 12 (4.88%) Consultant
5 12 (4.88%) Incident Analyst
5 12 (4.88%) Major Incident Analyst
5 12 (4.88%) Software Engineer
6 11 (4.47%) Data Consultant
6 11 (4.47%) Data Migration Consultant
6 11 (4.47%) Data Migration Lead
6 11 (4.47%) Infrastructure Engineer
6 11 (4.47%) Migration Consultant
7 10 (4.07%) IT Manager
8 9 (3.66%) 3rd Line Support
8 9 (3.66%) Data Engineer
9 8 (3.25%) Applications Support
9 8 (3.25%) Network Analyst
9 8 (3.25%) Network Support
9 8 (3.25%) Network Support Analyst
Libraries, Frameworks & Software Standards
1 24 (9.76%) .NET
2 17 (6.91%) HTML
3 13 (5.28%) CSS
4 12 (4.88%) REST
5 10 (4.07%) AngularJS
6 9 (3.66%) Web Services
7 7 (2.85%) RESTful
8 6 (2.44%) .NET Core
8 6 (2.44%) ASP.NET Web API
8 6 (2.44%) D3.js
8 6 (2.44%) RabbitMQ
9 5 (2.03%) XML
10 4 (1.63%) jQuery
10 4 (1.63%) Kafka
10 4 (1.63%) Node.js
10 4 (1.63%) SOAP
11 3 (1.22%) GraphQL
11 3 (1.22%) JSON
11 3 (1.22%) LAMP
11 3 (1.22%) Vue.js
Miscellaneous
1 29 (11.79%) Self-Motivation
2 19 (7.72%) Management Information System
3 18 (7.32%) User Experience
4 11 (4.47%) Analytical Mindset
5 10 (4.07%) Field-Programmable Gate Array
6 8 (3.25%) Algorithms
6 8 (3.25%) Data Structures
7 6 (2.44%) VHDL
8 5 (2.03%) Blog
8 5 (2.03%) Security Operations Centre
9 4 (1.63%) Data Centre
10 3 (1.22%) Acoustics
10 3 (1.22%) Enterprise Software
10 3 (1.22%) Fibre Optics
10 3 (1.22%) NHS
10 3 (1.22%) Public Cloud
11 2 (0.81%) Life Science
12 1 (0.41%) Biotechnology
12 1 (0.41%) PKI
12 1 (0.41%) Smartphone
Operating Systems
1 54 (21.95%) Windows
2 51 (20.73%) Linux
3 18 (7.32%) Windows Server
4 11 (4.47%) Windows 7
5 10 (4.07%) Windows Server 2003
5 10 (4.07%) Windows Server 2008
5 10 (4.07%) Windows Server 2012
6 8 (3.25%) Unix
7 4 (1.63%) Ubuntu
7 4 (1.63%) Windows 10
8 3 (1.22%) CentOS
8 3 (1.22%) Red Hat Enterprise Linux
9 2 (0.81%) Apple iOS
9 2 (0.81%) Mac OS
9 2 (0.81%) Windows Server 2016
9 2 (0.81%) Windows Server 2019
10 1 (0.41%) Android
10 1 (0.41%) Embedded Linux
10 1 (0.41%) Fedora
Processes & Methodologies
1 117 (47.56%) Problem-Solving
2 60 (24.39%) ITIL
3 47 (19.11%) Agile Software Development
4 35 (14.23%) Analytics
5 28 (11.38%) Incident Management
6 26 (10.57%) Continuous Improvement
7 25 (10.16%) Time Management
8 23 (9.35%) Business Intelligence
8 23 (9.35%) Service Management
9 22 (8.94%) Statistics
10 21 (8.54%) Project Management
10 21 (8.54%) Software Engineering
11 20 (8.13%) Collaborative Working
11 20 (8.13%) Cybersecurity
11 20 (8.13%) Machine Learning
11 20 (8.13%) Service Delivery
12 19 (7.72%) Computer Science
12 19 (7.72%) Mentoring
13 18 (7.32%) ETL
13 18 (7.32%) Mathematics
Programming Languages
1 69 (28.05%) SQL
2 35 (14.23%) Python
3 21 (8.54%) JavaScript
4 19 (7.72%) C++
4 19 (7.72%) PowerShell
5 16 (6.50%) C
5 16 (6.50%) PHP
6 13 (5.28%) VB
6 13 (5.28%) VBA
7 12 (4.88%) Bash Shell
8 11 (4.47%) C#
9 10 (4.07%) Shell Script
9 10 (4.07%) TypeScript
10 9 (3.66%) Java
11 7 (2.85%) Go
11 7 (2.85%) Scala
12 4 (1.63%) PeopleCode
12 4 (1.63%) SQR
13 3 (1.22%) Perl
13 3 (1.22%) R
Qualifications
1 61 (24.80%) Degree
2 23 (9.35%) Security Cleared
3 17 (6.91%) SC Cleared
4 10 (4.07%) DV Cleared
5 8 (3.25%) SANS
6 7 (2.85%) PhD
7 6 (2.44%) Cisco Certification
7 6 (2.44%) ITIL Foundation Certificate
8 5 (2.03%) CCNA
9 4 (1.63%) ITIL Certification
10 3 (1.22%) CCNP
10 3 (1.22%) CISSP
10 3 (1.22%) CompTIA Security+
10 3 (1.22%) HND
10 3 (1.22%) Network+ Certification
10 3 (1.22%) SSCP
11 2 (0.81%) Computer Science Degree
11 2 (0.81%) GIAC
11 2 (0.81%) Linux+ Certification
11 2 (0.81%) MCSE
Quality Assurance & Compliance
1 12 (4.88%) Data Quality
1 12 (4.88%) QA
1 12 (4.88%) SLA
2 11 (4.47%) GxP
3 5 (2.03%) AICPA
3 5 (2.03%) COBIT
3 5 (2.03%) NIST
4 3 (1.22%) ISO/IEC 27001
5 2 (0.81%) GDPR
5 2 (0.81%) ISO 9001
5 2 (0.81%) PMO
6 1 (0.41%) 21 CFR Part 11
6 1 (0.41%) Cyber Essentials
System Software
1 24 (9.76%) Active Directory
1 24 (9.76%) VMware Infrastructure
2 17 (6.91%) vSphere
3 9 (3.66%) Docker
3 9 (3.66%) Hyper-V
4 8 (3.25%) VMware ESXi
5 7 (2.85%) Microsoft App-V
6 6 (2.44%) Firmware
7 4 (1.63%) Apache Flume
8 1 (0.41%) HDFS
8 1 (0.41%) NFS
8 1 (0.41%) Samba
8 1 (0.41%) VirtualBox
8 1 (0.41%) VMware NSX
8 1 (0.41%) Xen
Systems Management
1 15 (6.10%) SCCM
2 4 (1.63%) Oozie
3 3 (1.22%) Kubernetes
4 2 (0.81%) Ansible
4 2 (0.81%) HP ALM
4 2 (0.81%) Kibana
4 2 (0.81%) Puppet
4 2 (0.81%) vCenter Server
5 1 (0.41%) Docker Swarm
5 1 (0.41%) logstash
5 1 (0.41%) Microsoft Intune
5 1 (0.41%) Nagios
5 1 (0.41%) OpenNMS
5 1 (0.41%) Opscode Chef
5 1 (0.41%) vRealize
5 1 (0.41%) ZABBIX
Vendors
1 58 (23.58%) Microsoft
2 28 (11.38%) VMware
3 22 (8.94%) Cisco
4 19 (7.72%) HP
5 17 (6.91%) Tableau
6 12 (4.88%) Oracle
7 9 (3.66%) Citrix
7 9 (3.66%) NetApp
8 7 (2.85%) Veeam
9 5 (2.03%) Atlassian
9 5 (2.03%) SAP
10 4 (1.63%) Google
10 4 (1.63%) PeopleSoft
11 3 (1.22%) EMC
11 3 (1.22%) Juniper
12 2 (0.81%) BT
12 2 (0.81%) Fortinet
13 1 (0.41%) Blue Coat
13 1 (0.41%) Huawei
13 1 (0.41%) Xilinx