Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 23 May 2022 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 17 19 24
Rank change year-on-year +2 +5 -1
Permanent jobs citing Analytical Skills 763 340 368
As % of all permanent jobs advertised in the East of England 11.34% 8.61% 8.49%
As % of the General category 17.00% 15.01% 14.86%
Number of salaries quoted 262 188 294
10th Percentile £25,500 £26,989 £29,000
25th Percentile £32,355 £32,500 £36,313
Median annual salary (50th Percentile) £45,000 £40,000 £45,000
Median % change year-on-year +12.50% -11.11% +5.88%
75th Percentile £60,000 £53,750 £69,000
90th Percentile £71,000 £65,750 £85,000
England median annual salary £55,000 £50,196 £52,500
% change year-on-year +9.57% -4.39% +5.00%

Analytical Skills is in the General 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 common skills.

All General Skills
East of England
Permanent vacancies with a requirement for common skills 4,488 2,265 2,477
As % of all permanent IT jobs advertised in the East of England 66.70% 57.34% 57.13%
Number of salaries quoted 1,720 1,221 1,740
10th Percentile £26,250 £28,000 £27,500
25th Percentile £33,750 £36,250 £35,000
Median annual salary (50th Percentile) £47,500 £50,000 £47,500
Median % change year-on-year -5.00% +5.26% +5.56%
75th Percentile £63,750 £63,750 £62,500
90th Percentile £77,500 £78,750 £77,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

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 23 May 2022.

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 23 May 2022. 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
Jobs
Cambridgeshire 0 294 £42,500 +13.33% 25
Hertfordshire +2 230 £47,500 -5.00% 31
Essex +29 129 £38,000 -10.59% 10
Bedfordshire -3 78 £41,250 +20.94% 7
Suffolk -2 20 £52,500 +12.30% 3
Norfolk -10 12 £50,000 +10.50% 2
Analytical Skills
England

For the 6 months to 23 May 2022, 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.

1 407 (53.34%) Social Skills
2 367 (48.10%) Problem-Solving
3 247 (32.37%) Degree
4 188 (24.64%) Agile
4 188 (24.64%) SQL
5 148 (19.40%) Computer Science
6 139 (18.22%) Finance
7 133 (17.43%) Microsoft
8 125 (16.38%) Software Engineering
9 121 (15.86%) Analytics
10 118 (15.47%) Python
10 118 (15.47%) Project Management
11 115 (15.07%) Self-Motivation
12 111 (14.55%) Business Intelligence
13 110 (14.42%) Decision-Making
14 107 (14.02%) Data Analysis
15 103 (13.50%) AWS
16 95 (12.45%) Azure
17 91 (11.93%) Management Information System
17 91 (11.93%) C
18 89 (11.66%) Microsoft Excel
19 87 (11.40%) Validation
19 87 (11.40%) Organisational Skills
20 82 (10.75%) Retail
21 80 (10.48%) Windows
22 78 (10.22%) Marketing
23 74 (9.70%) QA
24 72 (9.44%) DevOps
25 70 (9.17%) ITIL
26 68 (8.91%) Mentoring

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 34 (4.46%) SAS
2 23 (3.01%) SharePoint
3 18 (2.36%) Jupyter
4 16 (2.10%) CMS
5 15 (1.97%) Apache
6 14 (1.83%) Umbraco
7 11 (1.44%) Apache Spark
8 9 (1.18%) Confluence
9 8 (1.05%) Adobe Experience Manager
10 7 (0.92%) IIS
11 5 (0.66%) MS Exchange
12 3 (0.39%) Oracle Workflow
13 2 (0.26%) Apache Airflow
13 2 (0.26%) OpenStack
13 2 (0.26%) Oracle SOA Suite
13 2 (0.26%) Tomcat
14 1 (0.13%) Apache Solr
14 1 (0.13%) JBoss
14 1 (0.13%) Office Communications Server
14 1 (0.13%) WordPress
Applications
1 89 (11.66%) Microsoft Excel
2 60 (7.86%) Microsoft Office
3 24 (3.15%) Microsoft PowerPoint
4 15 (1.97%) SPSS
5 10 (1.31%) Microsoft Project
6 9 (1.18%) MS Visio
7 6 (0.79%) Simulink
8 2 (0.26%) SOLIDWORKS
8 2 (0.26%) Spreadsheet
9 1 (0.13%) Abaqus
9 1 (0.13%) Chatbot
9 1 (0.13%) Photoshop
Business Applications
1 8 (1.05%) Eloqua
2 6 (0.79%) Sentinel
3 4 (0.52%) Dynamics CRM
3 4 (0.52%) NetSuite
4 3 (0.39%) Dynamics AX
4 3 (0.39%) Oracle EBS
5 2 (0.26%) PlanetPress Connect
5 2 (0.26%) Primavera
5 2 (0.26%) Q-Pulse
6 1 (0.13%) Hyperion Planning
6 1 (0.13%) Oracle Applications
6 1 (0.13%) Oracle ERP
6 1 (0.13%) Oracle Payables
6 1 (0.13%) Oracle Receivables
6 1 (0.13%) Salesforce.com CRM
6 1 (0.13%) SAP PS
6 1 (0.13%) SAP SD
6 1 (0.13%) Shopify
6 1 (0.13%) Sprinklr
6 1 (0.13%) Workday HCM
Cloud Services
1 103 (13.50%) AWS
2 95 (12.45%) Azure
3 64 (8.39%) Microsoft 365
4 58 (7.60%) Power Platform
5 44 (5.77%) SaaS
6 30 (3.93%) PaaS
7 28 (3.67%) GCP
8 19 (2.49%) OpenShift
9 16 (2.10%) Azure Active Directory
10 14 (1.83%) IaaS
11 11 (1.44%) PowerApps
12 10 (1.31%) Google Play
12 10 (1.31%) Stripe
12 10 (1.31%) Veeva
13 8 (1.05%) OneDrive
13 8 (1.05%) Oracle CX
13 8 (1.05%) Serverless
14 7 (0.92%) Azure Data Factory
14 7 (0.92%) Azure Synapse Analytics
15 6 (0.79%) Cloud Computing
Communications & Networking
1 42 (5.50%) Firewall
1 42 (5.50%) Internet
2 33 (4.33%) LAN
2 33 (4.33%) WAN
3 31 (4.06%) VoIP
4 26 (3.41%) DNS
5 25 (3.28%) TCP/IP
5 25 (3.28%) Wireless
6 24 (3.15%) MPLS
7 23 (3.01%) Wi-Fi
8 20 (2.62%) DHCP
9 18 (2.36%) SAN
10 12 (1.57%) Fibre Channel
11 8 (1.05%) HTTP
12 6 (0.79%) Broadband
12 6 (0.79%) SD-WAN
12 6 (0.79%) SMTP
12 6 (0.79%) WLAN
13 5 (0.66%) ADSL
13 5 (0.66%) FTP
Database & Business Intelligence
1 62 (8.13%) SQL Server
2 57 (7.47%) Power BI
3 44 (5.77%) Big Data
4 41 (5.37%) Data Warehouse
5 25 (3.28%) Tableau
6 22 (2.88%) MySQL
7 18 (2.36%) Amazon Redshift
7 18 (2.36%) BigQuery
8 17 (2.23%) Relational Database
9 16 (2.10%) SQL Server Integration Services
10 14 (1.83%) Data Lake
11 13 (1.70%) PostgreSQL
12 12 (1.57%) Data Mart
12 12 (1.57%) Looker
12 12 (1.57%) SQL Server Reporting Services
13 11 (1.44%) Oracle Reports
14 7 (0.92%) Apache Hive
14 7 (0.92%) Data Vault
14 7 (0.92%) OLTP
15 5 (0.66%) Power Query
Development Applications
1 29 (3.80%) Git (software)
2 15 (1.97%) JIRA
3 10 (1.31%) Jenkins
4 9 (1.18%) JMeter
5 6 (0.79%) Cucumber
5 6 (0.79%) Selenium
6 5 (0.66%) Team Foundation Server
6 5 (0.66%) Visual Studio
7 4 (0.52%) Bitbucket
7 4 (0.52%) Metasploit
8 3 (0.39%) Appium
8 3 (0.39%) Cypress.io
8 3 (0.39%) Maven
8 3 (0.39%) NeoLoad
8 3 (0.39%) Ranorex
8 3 (0.39%) REST Assured
8 3 (0.39%) TestRail
8 3 (0.39%) Tricentis qTest
8 3 (0.39%) Xcode
9 2 (0.26%) Toad
General
1 407 (53.34%) Social Skills
2 139 (18.22%) Finance
3 87 (11.40%) Organisational Skills
4 82 (10.75%) Retail
5 78 (10.22%) Marketing
6 55 (7.21%) Legal
7 53 (6.95%) Pharmaceutical
8 46 (6.03%) Law
9 36 (4.72%) Electronics
10 33 (4.33%) Manufacturing
11 29 (3.80%) Games
12 25 (3.28%) Influencing Skills
12 25 (3.28%) Publishing
12 25 (3.28%) Telecoms
13 21 (2.75%) Billing
14 20 (2.62%) Public Sector
15 19 (2.49%) Automotive
16 18 (2.36%) Advertising
16 18 (2.36%) Presentation Skills
17 15 (1.97%) Inclusion and Diversity
Job Titles
1 139 (18.22%) Analyst
2 98 (12.84%) Developer
3 50 (6.55%) Software Engineer
4 37 (4.85%) Data Engineer
5 29 (3.80%) Analytics Manager
5 29 (3.80%) Supply Chain Manager
6 28 (3.67%) Senior Data Engineer
7 27 (3.54%) Architect
7 27 (3.54%) Data Analyst
8 26 (3.41%) Author
8 26 (3.41%) Principal Developer
8 26 (3.41%) Technical Author
8 26 (3.41%) Technical Developer
9 24 (3.15%) Network Manager
10 23 (3.01%) Infrastructure Engineer
10 23 (3.01%) Senior Analyst
10 23 (3.01%) Senior Manager
11 21 (2.75%) Project Manager
11 21 (2.75%) Test Engineer
12 17 (2.23%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 46 (6.03%) JSON
2 40 (5.24%) React
3 39 (5.11%) HTML
4 38 (4.98%) .NET
4 38 (4.98%) XML
5 33 (4.33%) CSS
6 28 (3.67%) AngularJS
7 25 (3.28%) OpenGL
7 25 (3.28%) OpenGL ES
7 25 (3.28%) Vulkan
8 23 (3.01%) OpenCL
9 19 (2.49%) Web Services
10 16 (2.10%) Lightning Web Components
10 16 (2.10%) Sass
11 15 (1.97%) REST
12 14 (1.83%) Semantic HTML
12 14 (1.83%) Swagger
13 13 (1.70%) React Native
14 12 (1.57%) Middleware
15 11 (1.44%) Spring Boot
Miscellaneous
1 115 (15.07%) Self-Motivation
2 91 (11.93%) Management Information System
3 51 (6.68%) Algorithms
4 40 (5.24%) Data Centre
5 35 (4.59%) User Experience
6 26 (3.41%) Analytical Mindset
7 25 (3.28%) Mali
8 22 (2.88%) Smartphone
9 18 (2.36%) FMCG
10 17 (2.23%) Embedded Systems
11 16 (2.10%) Cloud Native
11 16 (2.10%) Life Science
11 16 (2.10%) Pharmacovigilance
11 16 (2.10%) Robotics
12 15 (1.97%) Data Structures
13 14 (1.83%) Clustering
13 14 (1.83%) Device Driver
13 14 (1.83%) Mobile App
14 12 (1.57%) EMC VNX
14 12 (1.57%) Replication
Operating Systems
1 80 (10.48%) Windows
2 62 (8.13%) Linux
3 26 (3.41%) Android
4 25 (3.28%) Windows 10
5 15 (1.97%) Windows Server
6 12 (1.57%) Unix
7 5 (0.66%) ThreadX
7 5 (0.66%) Ubuntu
7 5 (0.66%) Windows Embedded Compact
8 4 (0.52%) Apple iOS
8 4 (0.52%) CentOS
8 4 (0.52%) Kali Linux
8 4 (0.52%) Mac OS
8 4 (0.52%) Windows Server 2016
8 4 (0.52%) Windows Server 2019
9 1 (0.13%) Red Hat Enterprise Linux
9 1 (0.13%) SUSE Linux Enterprise Server
Processes & Methodologies
1 367 (48.10%) Problem-Solving
2 188 (24.64%) Agile
3 148 (19.40%) Computer Science
4 125 (16.38%) Software Engineering
5 121 (15.86%) Analytics
6 118 (15.47%) Project Management
7 111 (14.55%) Business Intelligence
8 110 (14.42%) Decision-Making
9 107 (14.02%) Data Analysis
10 87 (11.40%) Validation
11 72 (9.44%) DevOps
12 70 (9.17%) ITIL
13 68 (8.91%) Analytical Thinking
13 68 (8.91%) Mentoring
14 65 (8.52%) Continuous Improvement
14 65 (8.52%) Mathematics
15 64 (8.39%) Machine Learning
15 64 (8.39%) Risk Management
16 60 (7.86%) Logistics
17 57 (7.47%) Project Delivery
Programming Languages
1 188 (24.64%) SQL
2 118 (15.47%) Python
3 91 (11.93%) C
4 57 (7.47%) VBA
5 55 (7.21%) Java
6 35 (4.59%) C#
7 30 (3.93%) JavaScript
8 28 (3.67%) PowerShell
9 24 (3.15%) C++
9 24 (3.15%) R
10 19 (2.49%) T-SQL
11 17 (2.23%) Shell Script
12 16 (2.10%) Apex Code
13 15 (1.97%) MATLAB
13 15 (1.97%) PHP
13 15 (1.97%) PL/SQL
14 10 (1.31%) Go
14 10 (1.31%) JSX
15 9 (1.18%) Perl
16 8 (1.05%) Rust
Qualifications
1 247 (32.37%) Degree
2 27 (3.54%) Cisco Certification
3 26 (3.41%) CCNA
4 25 (3.28%) CCNP
4 25 (3.28%) Computer Science Degree
5 21 (2.75%) Master's Degree
6 20 (2.62%) PhD
7 18 (2.36%) Security Cleared
8 15 (1.97%) Microsoft Certification
9 14 (1.83%) PMI Certification
9 14 (1.83%) SC Cleared
10 12 (1.57%) MCSA
10 12 (1.57%) MCSE
10 12 (1.57%) VMware Certified Professional (VCP)
11 10 (1.31%) CIMA
11 10 (1.31%) Numerate Degree
12 9 (1.18%) DBS Check
13 7 (0.92%) CISSP
13 7 (0.92%) ITIL Certification
14 5 (0.66%) CCDP
Quality Assurance & Compliance
1 74 (9.70%) QA
2 25 (3.28%) Sarbanes-Oxley
3 24 (3.15%) SLA
4 23 (3.01%) Data Quality
5 15 (1.97%) NIST
6 13 (1.70%) ISO/IEC 27001
6 13 (1.70%) PCI DSS
7 10 (1.31%) Cyber Essentials
7 10 (1.31%) Good Clinical Practice
8 6 (0.79%) GLP
9 5 (0.66%) Accessibility
9 5 (0.66%) Cyber Essentials PLUS
9 5 (0.66%) MISRA
10 3 (0.39%) PMO
11 2 (0.26%) CDISC
11 2 (0.26%) IFRS
12 1 (0.13%) Actionable Recommendations
12 1 (0.13%) COBIT
12 1 (0.13%) GRC
12 1 (0.13%) GxP
System Software
1 40 (5.24%) Active Directory
2 28 (3.67%) Docker
3 25 (3.28%) Virtual Desktop
4 22 (2.88%) VMware Infrastructure
5 12 (1.57%) Terminal Services
5 12 (1.57%) VMware ESXi
5 12 (1.57%) vSphere
6 7 (0.92%) Firmware
7 4 (0.52%) Virtual Servers
8 2 (0.26%) Virtual Machines
9 1 (0.13%) Hyper-V
Systems Management
1 28 (3.67%) Kubernetes
2 21 (2.75%) Cisco CUCM
3 20 (2.62%) SCCM
4 19 (2.49%) Ansible
5 16 (2.10%) Microsoft Clustering
6 14 (1.83%) Active Directory Federation Services
7 13 (1.70%) SCOM
7 13 (1.70%) vCenter Server
8 12 (1.57%) Norton AntiVirus
8 12 (1.57%) SCOrch
9 5 (0.66%) Observium
10 3 (0.39%) Foglight
10 3 (0.39%) Single Sign-On
11 2 (0.26%) AirWatch
11 2 (0.26%) Control-M
11 2 (0.26%) Grafana
11 2 (0.26%) Jamf Pro
11 2 (0.26%) Microsoft Intune
11 2 (0.26%) Rundeck
11 2 (0.26%) Stealthwatch
Vendors
1 133 (17.43%) Microsoft
2 66 (8.65%) Oracle
3 45 (5.90%) Google
4 40 (5.24%) Citrix
5 36 (4.72%) Cisco
5 36 (4.72%) Salesforce.com
6 32 (4.19%) SAP
7 28 (3.67%) VMware
8 26 (3.41%) Palo Alto
9 21 (2.75%) IBM
10 16 (2.10%) McKesson
10 16 (2.10%) Symantec
11 14 (1.83%) Veeam
12 12 (1.57%) 3PAR
12 12 (1.57%) Brocade
12 12 (1.57%) EMC
12 12 (1.57%) jetNEXUS
12 12 (1.57%) Rackspace
13 11 (1.44%) Adobe
14 9 (1.18%) TIBCO