Analytical Skills Job Trends in the East of England

Analytical Skills
England > East of England

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 14 June 2026, comparing them to the same period in the previous two years.

6 months to
14 Jun 2026
Same period 2025 Same period 2024
Rank 33 23 10
Rank change year-on-year -10 -13 +11
Permanent jobs citing Analytical Skills 234 320 675
As % of all permanent jobs in the East of England 3.74% 10.61% 9.83%
As % of the General category 8.32% 15.61% 18.91%
Number of salaries quoted 142 167 350
10th Percentile £30,037 £27,000 £27,500
25th Percentile £33,500 £31,250 £32,500
Median annual salary (50th Percentile) £45,025 £45,000 £45,000
Median % change year-on-year +0.06% - +2.86%
75th Percentile £71,500 £57,500 £58,750
90th Percentile £87,500 £76,250 £77,500
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -9.09%

All General Skills
East of England

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring general skills in the East of England.

Permanent vacancies with a requirement for general skills 2,811 2,050 3,570
As % of all permanent jobs advertised in the East of England 44.91% 67.97% 51.97%
Number of salaries quoted 1,705 904 2,556
10th Percentile £28,000 £26,250 £26,000
25th Percentile £32,500 £31,250 £31,250
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - -14.29%
75th Percentile £65,000 £62,500 £61,063
90th Percentile £84,500 £75,875 £73,750
England median annual salary £55,000 £57,500 £52,500
% change year-on-year -4.35% +9.52% -12.50%

Analytical Skills
Job Vacancy Trend in the East of England

Historical trend showing the proportion of permanent IT job postings citing Analytical Skills relative to all permanent IT jobs advertised in the East of England.

Analytical Skills job vacancy trend in the East of England

Analytical Skills
Salary Trend in the East of England

Salary distribution trend for jobs in the East of England citing Analytical Skills.

Salary distribution trend for jobs in the East of England citing Analytical Skills

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 14 June 2026.

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 14 June 2026. 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 -14 82 £50,000 -2.76% 35
Hertfordshire -40 48 £50,000 +11.11% 43
Essex -16 40 £42,879 +31.93% 18
Norfolk -9 24 £38,000 +35.71% 12
Bedfordshire +7 22 £38,619 -39.66% 16
Suffolk -6 17 £40,000 -3.61% 16
Analytical Skills
England

Analytical Skills
Co-Occurring Skills & Capabilities in the East of England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 15 (6.41%) SharePoint
2 11 (4.70%) Apache Spark
3 9 (3.85%) Apache Airflow
4 7 (2.99%) Confluence
4 7 (2.99%) Microsoft Exchange
5 5 (2.14%) CMS
6 4 (1.71%) WebLogic
6 4 (1.71%) WebSphere
7 3 (1.28%) Apache
8 1 (0.43%) IIS
8 1 (0.43%) Moodle
Applications
1 26 (11.11%) Microsoft Excel
2 14 (5.98%) Microsoft Office
3 7 (2.99%) MS Visio
4 2 (0.85%) Microsoft Project
5 1 (0.43%) Adobe Premiere
5 1 (0.43%) Microsoft PowerPoint
Business Applications
1 6 (2.56%) NetSuite
2 4 (1.71%) Dynamics CRM
2 4 (1.71%) Dynamics GP
3 1 (0.43%) Dynamics NAV
3 1 (0.43%) JDE EnterpriseOne
3 1 (0.43%) SAP S/4HANA
Cloud Services
1 32 (13.68%) Power Platform
2 28 (11.97%) Azure
3 22 (9.40%) Microsoft 365
4 18 (7.69%) AWS
5 14 (5.98%) dbt
6 11 (4.70%) GCP
6 11 (4.70%) SaaS
7 8 (3.42%) Entra ID
7 8 (3.42%) Power Automate
8 7 (2.99%) Azure Synapse Analytics
8 7 (2.99%) Google Analytics
9 6 (2.56%) Dataform
9 6 (2.56%) Dynamics 365
9 6 (2.56%) Google Ads
9 6 (2.56%) Snowflake
10 5 (2.14%) PowerApps
11 4 (1.71%) IaaS
11 4 (1.71%) OneDrive
11 4 (1.71%) PaaS
12 3 (1.28%) OpenShift
Communications & Networking
1 16 (6.84%) Firewall
2 11 (4.70%) TCP/IP
3 10 (4.27%) LAN
3 10 (4.27%) WAN
4 9 (3.85%) Broadband
5 8 (3.42%) VPN
6 6 (2.56%) FTP
6 6 (2.56%) HTTP
6 6 (2.56%) SMTP
7 5 (2.14%) DNS
7 5 (2.14%) Intrusion Detection
7 5 (2.14%) SMS
7 5 (2.14%) VLAN
8 4 (1.71%) DHCP
8 4 (1.71%) Network Security
9 2 (0.85%) Ethernet
9 2 (0.85%) Modbus
10 1 (0.43%) Intranet
10 1 (0.43%) SSL
10 1 (0.43%) VoIP
Database & Business Intelligence
1 32 (13.68%) Power BI
2 20 (8.55%) Tableau
3 17 (7.26%) Data Warehouse
4 13 (5.56%) Looker
5 9 (3.85%) Elasticsearch
6 6 (2.56%) Amazon Redshift
6 6 (2.56%) BigQuery
6 6 (2.56%) Data Lake
6 6 (2.56%) Metabase
6 6 (2.56%) Snowflake Schema
7 5 (2.14%) SQL Server
8 4 (1.71%) Amazon RDS
8 4 (1.71%) Metadata
8 4 (1.71%) PostgreSQL
9 3 (1.28%) Apache Hive
9 3 (1.28%) Impala
9 3 (1.28%) Oracle Database
9 3 (1.28%) Parquet
9 3 (1.28%) Redis
9 3 (1.28%) Spark SQL
Development Applications
1 12 (5.13%) JIRA
2 6 (2.56%) Git
2 6 (2.56%) MLflow
2 6 (2.56%) Moq
2 6 (2.56%) Toad
3 4 (1.71%) Oracle APEX
4 3 (1.28%) IBM UrbanCode
4 3 (1.28%) Oracle Forms
5 2 (0.85%) Ranorex
5 2 (0.85%) Rational DOORS
5 2 (0.85%) Robot Framework
5 2 (0.85%) Selenium
6 1 (0.43%) ERwin
General
1 100 (42.74%) Social Skills
2 59 (25.21%) Finance
3 23 (9.83%) Organisational Skills
4 21 (8.97%) Marketing
5 18 (7.69%) Inclusion and Diversity
6 17 (7.26%) Aerospace
7 13 (5.56%) Banking
8 11 (4.70%) Automotive
8 11 (4.70%) Manufacturing
9 10 (4.27%) Legal
10 9 (3.85%) Public Sector
11 7 (2.99%) Advertising
11 7 (2.99%) Electronics
11 7 (2.99%) Law
12 6 (2.56%) Documentation Skills
12 6 (2.56%) Presentation Skills
13 4 (1.71%) Influencing Skills
13 4 (1.71%) Retail
14 3 (1.28%) Investment Banking
14 3 (1.28%) Telecoms
Job Titles
1 63 (26.92%) Analyst
2 31 (13.25%) Senior
3 20 (8.55%) Lead
4 17 (7.26%) Business Analyst
5 16 (6.84%) Consultant
6 11 (4.70%) Architect
6 11 (4.70%) Developer
6 11 (4.70%) IT Support
7 10 (4.27%) Support Engineer
7 10 (4.27%) Systems Engineer
8 9 (3.85%) Administrator
8 9 (3.85%) Software Engineer
9 8 (3.42%) Customer Executive
9 8 (3.42%) Data Analyst
10 7 (2.99%) Security Analyst
10 7 (2.99%) Senior Manager
10 7 (2.99%) SOC Analyst
11 6 (2.56%) Senior Systems Engineer
11 6 (2.56%) Support Analyst
11 6 (2.56%) Support Technician
Libraries, Frameworks & Software Standards
1 12 (5.13%) PyTorch
1 12 (5.13%) TensorFlow
2 8 (3.42%) scikit-learn
3 7 (2.99%) PySpark
4 6 (2.56%) .NET
4 6 (2.56%) .NET Framework
4 6 (2.56%) Entity Framework
4 6 (2.56%) Kafka
4 6 (2.56%) LangChain
4 6 (2.56%) LDAP
4 6 (2.56%) LlamaIndex
4 6 (2.56%) pgvector
4 6 (2.56%) XML
4 6 (2.56%) XSLT
5 5 (2.14%) Node.js
5 5 (2.14%) Pandas
5 5 (2.14%) React
6 4 (1.71%) CSS
6 4 (1.71%) HTML
6 4 (1.71%) Middleware
Miscellaneous
1 22 (9.40%) Analytical Mindset
2 10 (4.27%) Driving Licence
2 10 (4.27%) Onboarding
3 9 (3.85%) Life Science
3 9 (3.85%) Self-Motivation
4 7 (2.99%) Security Operations Centre
5 6 (2.56%) Acoustics
5 6 (2.56%) Algorithms
5 6 (2.56%) Client/Server
5 6 (2.56%) Cloud Native
5 6 (2.56%) Clustering
5 6 (2.56%) Public Cloud
6 5 (2.14%) Management Information System
6 5 (2.14%) Product Ownership
6 5 (2.14%) Security Posture
6 5 (2.14%) Team-Oriented Environment
7 4 (1.71%) Cyber Threat
7 4 (1.71%) Enterprise Software
7 4 (1.71%) Social Media
7 4 (1.71%) Video\Live Streaming
Operating Systems
1 22 (9.40%) Windows
2 12 (5.13%) Windows Server
3 5 (2.14%) Linux
4 4 (1.71%) Android
4 4 (1.71%) VMS
4 4 (1.71%) Windows Server 2016
5 1 (0.43%) Mac OS
5 1 (0.43%) Windows Server 2012
Processes & Methodologies
1 123 (52.56%) Problem-Solving
2 43 (18.38%) AI
3 40 (17.09%) Analytics
4 38 (16.24%) Continuous Improvement
5 37 (15.81%) Business Intelligence
6 36 (15.38%) Agile
7 32 (13.68%) Stakeholder Management
8 30 (12.82%) Cybersecurity
8 30 (12.82%) Decision-Making
9 27 (11.54%) Customer Service
10 26 (11.11%) Data Modelling
10 26 (11.11%) Project Management
11 25 (10.68%) Machine Learning
11 25 (10.68%) Mentoring
12 24 (10.26%) Data Governance
12 24 (10.26%) ITIL
13 19 (8.12%) Data Science
13 19 (8.12%) Process Improvement
14 18 (7.69%) Analytical Thinking
14 18 (7.69%) Project Delivery
Programming Languages
1 56 (23.93%) SQL
2 48 (20.51%) Python
3 12 (5.13%) C++
4 11 (4.70%) PowerShell
5 10 (4.27%) R
6 8 (3.42%) JavaScript
7 6 (2.56%) Bash
7 6 (2.56%) C#
7 6 (2.56%) Java
7 6 (2.56%) Julia
7 6 (2.56%) Perl
7 6 (2.56%) XAML
8 3 (1.28%) PL/SQL
8 3 (1.28%) VBA
9 2 (0.85%) Data Analysis Expressions
9 2 (0.85%) T-SQL
9 2 (0.85%) TypeScript
10 1 (0.43%) Erlang
Qualifications
1 47 (20.09%) Degree
2 16 (6.84%) DBS Check
3 15 (6.41%) Security Cleared
4 9 (3.85%) CEH
4 9 (3.85%) SC Cleared
5 8 (3.42%) CISSP
6 7 (2.99%) ACCA
6 7 (2.99%) CIMA
6 7 (2.99%) Cisco Certification
6 7 (2.99%) CompTIA Security+
6 7 (2.99%) Microsoft Certification
7 6 (2.56%) CREST Certified
7 6 (2.56%) CRISC
7 6 (2.56%) Network+ Certification
8 5 (2.14%) DV Cleared
8 5 (2.14%) Master's Degree
9 4 (1.71%) (ISC)2 CCSP
9 4 (1.71%) Azure Certification
9 4 (1.71%) PhD
10 3 (1.28%) CISM
Quality Assurance & Compliance
1 23 (9.83%) Data Quality
2 18 (7.69%) GDPR
3 16 (6.84%) NIST
4 13 (5.56%) ISO/IEC 27001
5 9 (3.85%) Accessibility
6 6 (2.56%) California Consumer Privacy Act
6 6 (2.56%) GRC
6 6 (2.56%) ISO 31000
6 6 (2.56%) ISO/IEC 27005
7 4 (1.71%) PERC
7 4 (1.71%) QA
8 3 (1.28%) IFRS
8 3 (1.28%) NCSC
8 3 (1.28%) NIST 800
8 3 (1.28%) PMO
9 2 (0.85%) Actionable Recommendations
9 2 (0.85%) SLA
10 1 (0.43%) ISO/IEC 20000
10 1 (0.43%) JSP 440
10 1 (0.43%) PCI DSS
System Software
1 9 (3.85%) Active Directory
2 4 (1.71%) Virtual Machines
2 4 (1.71%) VMware Infrastructure
2 4 (1.71%) vSphere
3 1 (0.43%) Docker
Systems Management
1 7 (2.99%) QRadar
2 4 (1.71%) Active Directory Federation Services
2 4 (1.71%) Microsoft Intune
2 4 (1.71%) SolarWinds Orion
2 4 (1.71%) vCenter Server
3 2 (0.85%) Kubeflow
4 1 (0.43%) Computer Incident Response Team
Vendors
1 59 (25.21%) Microsoft
2 21 (8.97%) Oracle
3 17 (7.26%) Google
4 10 (4.27%) Salesforce
5 9 (3.85%) Databricks
6 8 (3.42%) SolarWinds
6 8 (3.42%) Splunk
7 6 (2.56%) Atlassian
7 6 (2.56%) Cloudera
7 6 (2.56%) Dell
7 6 (2.56%) SAP
8 5 (2.14%) JD Edwards
9 4 (1.71%) Apple
9 4 (1.71%) dotdigital
9 4 (1.71%) Informatica
9 4 (1.71%) Screaming Frog
9 4 (1.71%) VMware
10 3 (1.28%) Cisco
10 3 (1.28%) IFS
10 3 (1.28%) Red Hat