Period
to 29 July 2021

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 29 July 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East of England
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 15 27 23
Rank change year-on-year +12 -4 0
Permanent jobs citing Analytical Skills 458 260 668
As % of all permanent jobs advertised in the East of England 9.67% 8.35% 9.08%
As % of the General category 16.19% 15.73% 17.05%
Number of salaries quoted 249 201 470
10th Percentile £25,000 £29,000 £25,250
25th Percentile £30,500 £36,250 £31,250
Median annual salary (50th Percentile) £40,500 £45,000 £42,500
Median % change year-on-year -10.00% +5.88% -9.54%
75th Percentile £53,750 £66,250 £58,750
90th Percentile £69,000 £85,000 £73,750
England median annual salary £50,500 £52,500 £50,000
% change year-on-year -3.81% +5.00% +1.01%

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 2,829 1,653 3,919
As % of all permanent IT jobs advertised in the East of England 59.71% 53.07% 53.29%
Number of salaries quoted 1,442 1,219 2,896
10th Percentile £26,250 £27,500 £25,250
25th Percentile £36,250 £35,428 £32,750
Median annual salary (50th Percentile) £50,000 £47,000 £45,000
Median % change year-on-year +6.38% +4.44% -
75th Percentile £63,063 £62,500 £60,000
90th Percentile £78,625 £75,250 £73,750
England median annual salary £57,500 £56,000 £52,500
% change year-on-year +2.68% +6.67% +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 29 July 2021.

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 29 July 2021. 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 +5 185 £40,000 - 33
Hertfordshire +16 151 £50,000 -16.67% 34
Bedfordshire +16 65 £42,500 -15.00% 13
Norfolk +14 26 £42,000 +48.67% 3
Essex -4 26 £40,000 -10.38% 17
Suffolk -9 7 £38,500 -21.03% 10
Analytical Skills
England

For the 6 months to 29 July 2021, 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.

1 227 (49.56%) Problem-Solving
2 194 (42.36%) Social Skills
3 110 (24.02%) SQL
4 97 (21.18%) Degree
5 92 (20.09%) Finance
6 90 (19.65%) Project Management
7 89 (19.43%) Microsoft
8 75 (16.38%) Agile Software Development
9 65 (14.19%) Management Information System
10 63 (13.76%) ITIL
11 61 (13.32%) Law
12 59 (12.88%) Marketing
13 58 (12.66%) Decision-Making
14 55 (12.01%) Life Science
15 54 (11.79%) Computer Science
16 53 (11.57%) Mathematics
16 53 (11.57%) Visualisation
17 52 (11.35%) Azure
18 51 (11.14%) Analytics
19 50 (10.92%) Business Intelligence
20 49 (10.70%) Time Management
21 48 (10.48%) Collaborative Working
22 47 (10.26%) Python
23 46 (10.04%) Windows
23 46 (10.04%) Artificial Intelligence
24 45 (9.83%) Validation
25 43 (9.39%) Microsoft Excel
26 41 (8.95%) Data Science
27 40 (8.73%) Automotive
28 39 (8.52%) Pharmaceutical

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 16 (3.49%) SharePoint
2 10 (2.18%) MS Exchange
3 8 (1.75%) SAS
4 7 (1.53%) CMS
5 6 (1.31%) Apache Spark
6 3 (0.66%) Elasticsearch
7 2 (0.44%) Apache
7 2 (0.44%) Confluence
7 2 (0.44%) Jupyter
8 1 (0.22%) Apache Airflow
8 1 (0.22%) IIS
8 1 (0.22%) Jetty
8 1 (0.22%) nginx
8 1 (0.22%) Tomcat
Applications
1 43 (9.39%) Microsoft Excel
2 37 (8.08%) Microsoft Office
3 21 (4.59%) Simulink
4 16 (3.49%) Microsoft PowerPoint
5 8 (1.75%) SPSS
6 4 (0.87%) Microsoft Project
7 3 (0.66%) MS Visio
7 3 (0.66%) Spreadsheet
8 2 (0.44%) Gephi
8 2 (0.44%) Oracle Smart View
Business Applications
1 6 (1.31%) SAP Oil and Gas
2 4 (0.87%) HFM
3 3 (0.66%) Dynamics CRM
4 2 (0.44%) Dynamics AX
5 1 (0.22%) JDE World
5 1 (0.22%) Magento
5 1 (0.22%) NetSuite
5 1 (0.22%) Remedy ITSM
5 1 (0.22%) SAP CO
5 1 (0.22%) SAP FI
5 1 (0.22%) SAP FI/CO
Cloud Services
1 52 (11.35%) Azure
2 38 (8.30%) SaaS
3 36 (7.86%) AWS
3 36 (7.86%) Power Platform
4 31 (6.77%) Microsoft 365
5 13 (2.84%) PowerApps
6 12 (2.62%) GCP
7 7 (1.53%) Dynamics 365
7 7 (1.53%) GitHub
8 5 (1.09%) Azure Logic Apps
8 5 (1.09%) Google Ads
8 5 (1.09%) PaaS
8 5 (1.09%) Veeva
9 4 (0.87%) Amazon S3
9 4 (0.87%) Azure Data Factory
9 4 (0.87%) OneDrive
10 3 (0.66%) Power Automate
10 3 (0.66%) Serverless
11 2 (0.44%) AWS CloudFormation
11 2 (0.44%) Snowflake
Communications & Networking
1 15 (3.28%) DNS
2 13 (2.84%) HTTP
3 10 (2.18%) Firewall
3 10 (2.18%) TCP/IP
4 9 (1.97%) Internet
5 7 (1.53%) DHCP
5 7 (1.53%) LAN
5 7 (1.53%) SSL
5 7 (1.53%) WAN
6 6 (1.31%) Network Security
7 5 (1.09%) FTP
7 5 (1.09%) SMTP
7 5 (1.09%) VPN
8 4 (0.87%) MPLS
8 4 (0.87%) SAN
9 3 (0.66%) Intranet
9 3 (0.66%) VLAN
9 3 (0.66%) VoIP
9 3 (0.66%) Wi-Fi
9 3 (0.66%) Wireless
Database & Business Intelligence
1 36 (7.86%) Data Warehouse
1 36 (7.86%) Power BI
2 30 (6.55%) SQL Server
3 27 (5.90%) Big Data
4 23 (5.02%) Tableau
5 14 (3.06%) SQL Server Integration Services
6 13 (2.84%) Data Mining
7 12 (2.62%) SQL Server Reporting Services
8 11 (2.40%) Enterprise Data Warehouse
9 8 (1.75%) BigQuery
10 6 (1.31%) SQL Server Analysis Services
11 5 (1.09%) Apache Hive
11 5 (1.09%) Oracle Database
11 5 (1.09%) Oracle Reports
11 5 (1.09%) PostgreSQL
12 4 (0.87%) Spotfire
13 3 (0.66%) Amazon Redshift
13 3 (0.66%) NoSQL
14 2 (0.44%) Impala
14 2 (0.44%) Relational Database
Development Applications
1 11 (2.40%) JIRA
2 9 (1.97%) Selenium
3 8 (1.75%) Git (software)
4 5 (1.09%) Jenkins
4 5 (1.09%) Rational DOORS
5 4 (0.87%) Bitbucket
5 4 (0.87%) Cucumber
5 4 (0.87%) Katalon Studio
5 4 (0.87%) WATIR
6 3 (0.66%) Visual Studio
7 2 (0.44%) Atlassian Bamboo
7 2 (0.44%) Bitbucket Server
7 2 (0.44%) git-flow
7 2 (0.44%) NUnit
7 2 (0.44%) Octopus Deploy
7 2 (0.44%) Sonatype Nexus
7 2 (0.44%) SQL Server Management Studio (SSMS)
7 2 (0.44%) TeamCity
8 1 (0.22%) Rational Rhapsody
8 1 (0.22%) SpecFlow
General
1 194 (42.36%) Social Skills
2 92 (20.09%) Finance
3 61 (13.32%) Law
4 59 (12.88%) Marketing
5 40 (8.73%) Automotive
6 39 (8.52%) Pharmaceutical
7 34 (7.42%) Inclusion and Diversity
8 30 (6.55%) Presentation Skills
9 24 (5.24%) Manufacturing
10 23 (5.02%) Organisational Skills
11 16 (3.49%) Electronics
12 14 (3.06%) Retail
13 13 (2.84%) Games
14 12 (2.62%) Influencing Skills
14 12 (2.62%) Legal
15 9 (1.97%) Telecoms
16 8 (1.75%) Publishing
17 5 (1.09%) Back Office
17 5 (1.09%) Front Office
17 5 (1.09%) Public Sector
Job Titles
1 132 (28.82%) Analyst
2 43 (9.39%) Developer
3 30 (6.55%) Business Analyst
4 29 (6.33%) Systems Engineer
5 21 (4.59%) Data Analyst
6 20 (4.37%) IT Analyst
7 18 (3.93%) Project Manager
7 18 (3.93%) Senior Analyst
8 17 (3.71%) Technical Analyst
9 15 (3.28%) Support Analyst
10 14 (3.06%) Architect
10 14 (3.06%) Control Systems Engineer
10 14 (3.06%) Graduate
11 13 (2.84%) IT Support
11 13 (2.84%) Junior
11 13 (2.84%) Software Engineer
12 11 (2.40%) Support Engineer
13 10 (2.18%) Applications Support
13 10 (2.18%) IT Manager
13 10 (2.18%) Software Developer
Libraries, Frameworks & Software Standards
1 18 (3.93%) .NET
1 18 (3.93%) RESTful
2 17 (3.71%) CSS
3 12 (2.62%) HTML
4 9 (1.97%) React
5 7 (1.53%) JSON
5 7 (1.53%) OpenCV
5 7 (1.53%) Vue.js
5 7 (1.53%) XML
6 6 (1.31%) Django
6 6 (1.31%) Web Services
7 5 (1.09%) LDAP
7 5 (1.09%) Node.js
8 4 (0.87%) AngularJS
8 4 (0.87%) CSS3
8 4 (0.87%) Elastic Stack
8 4 (0.87%) HTML5
8 4 (0.87%) jQuery
9 3 (0.66%) ASP.NET
9 3 (0.66%) OpenGL
Miscellaneous
1 65 (14.19%) Management Information System
2 55 (12.01%) Life Science
3 36 (7.86%) Algorithms
4 30 (6.55%) Self-Motivation
5 17 (3.71%) Analytical Mindset
6 14 (3.06%) Embedded Systems
7 13 (2.84%) Security Operations Centre
8 12 (2.62%) Robotics
9 11 (2.40%) FMCG
10 9 (1.97%) Data Centre
10 9 (1.97%) Data Structures
10 9 (1.97%) Mobile App
11 8 (1.75%) Cyberthreat
11 8 (1.75%) Legacy Systems
11 8 (1.75%) User Experience
12 6 (1.31%) Driving Licence
12 6 (1.31%) Public Cloud
12 6 (1.31%) Renewable Energy
13 5 (1.09%) Cyberattack
13 5 (1.09%) Mobile Computing
Operating Systems
1 46 (10.04%) Windows
2 25 (5.46%) Linux
3 16 (3.49%) Windows Server
4 11 (2.40%) Android
4 11 (2.40%) Windows 10
5 6 (1.31%) Windows XP
6 5 (1.09%) Windows 8
6 5 (1.09%) Windows Server 2012
6 5 (1.09%) Windows Server 2016
7 4 (0.87%) Red Hat Enterprise Linux
7 4 (0.87%) SUSE
7 4 (0.87%) Windows Server 2008
7 4 (0.87%) Windows Server 2019
8 3 (0.66%) Mac OS
8 3 (0.66%) Windows Server 2003
9 1 (0.22%) Apple iOS
9 1 (0.22%) Unix
9 1 (0.22%) Windows 7
Processes & Methodologies
1 227 (49.56%) Problem-Solving
2 90 (19.65%) Project Management
3 75 (16.38%) Agile Software Development
4 63 (13.76%) ITIL
5 58 (12.66%) Decision-Making
6 54 (11.79%) Computer Science
7 53 (11.57%) Mathematics
7 53 (11.57%) Visualisation
8 51 (11.14%) Analytics
9 50 (10.92%) Business Intelligence
10 49 (10.70%) Time Management
11 48 (10.48%) Collaborative Working
12 46 (10.04%) Artificial Intelligence
13 45 (9.83%) Validation
14 41 (8.95%) Data Science
15 39 (8.52%) Machine Learning
16 32 (6.99%) Continuous Improvement
17 31 (6.77%) Disruptive Innovation
18 30 (6.55%) Data Analysis
18 30 (6.55%) Fintech
Programming Languages
1 110 (24.02%) SQL
2 47 (10.26%) Python
3 31 (6.77%) Java
4 26 (5.68%) C
4 26 (5.68%) JavaScript
5 25 (5.46%) C#
6 21 (4.59%) MATLAB
7 20 (4.37%) C++
7 20 (4.37%) VBA
8 17 (3.71%) T-SQL
9 13 (2.84%) PowerShell
9 13 (2.84%) R
10 10 (2.18%) VB.NET
11 6 (1.31%) Bash Shell
12 3 (0.66%) Julia
12 3 (0.66%) PHP
13 2 (0.44%) Groovy
13 2 (0.44%) Perl
13 2 (0.44%) Ruby
14 1 (0.22%) Scala
Qualifications
1 97 (21.18%) Degree
2 34 (7.42%) PhD
3 17 (3.71%) Master's Degree
4 15 (3.28%) Microsoft Certification
5 14 (3.06%) Cisco Certification
6 12 (2.62%) CISSP
6 12 (2.62%) Security Cleared
7 10 (2.18%) ACCA
7 10 (2.18%) CIMA
8 9 (1.97%) MCSE
9 8 (1.75%) CCNA
10 7 (1.53%) Computer Science Degree
11 6 (1.31%) (ISC)2 CCSP
11 6 (1.31%) MCSA
11 6 (1.31%) Numerate Degree
11 6 (1.31%) PMI Certification
11 6 (1.31%) PMP
11 6 (1.31%) SANS
11 6 (1.31%) VMware Certified Professional (VCP)
12 5 (1.09%) SC Cleared
Quality Assurance & Compliance
1 28 (6.11%) SLA
2 21 (4.59%) Good Clinical Practice
3 17 (3.71%) Data Quality
4 15 (3.28%) QA
5 10 (2.18%) NIST
6 9 (1.97%) GLP
7 7 (1.53%) GxP
8 6 (1.31%) GDPR
8 6 (1.31%) ISO/IEC 27001
8 6 (1.31%) NCSC
9 5 (1.09%) Sarbanes-Oxley
10 3 (0.66%) 21 CFR Part 11
11 2 (0.44%) GMP
11 2 (0.44%) PMO
12 1 (0.22%) Accessibility
12 1 (0.22%) ISO 14001
12 1 (0.22%) ISO 9001
12 1 (0.22%) PCI DSS
System Software
1 24 (5.24%) Active Directory
2 17 (3.71%) VMware Infrastructure
3 13 (2.84%) Hyper-V
4 8 (1.75%) Docker
5 7 (1.53%) vSphere
6 2 (0.44%) Apache Flume
6 2 (0.44%) Terminal Services
6 2 (0.44%) VMware ESXi
7 1 (0.22%) BitLocker
7 1 (0.22%) HDFS
7 1 (0.22%) Virtual Machines
Systems Management
1 9 (1.97%) SCCM
2 8 (1.75%) Kubernetes
3 4 (0.87%) Microsoft Intune
3 4 (0.87%) Oracle EDQ
4 3 (0.66%) Active Directory Federation Services
4 3 (0.66%) Computer Incident Response Team
5 2 (0.44%) Kibana
5 2 (0.44%) Microsoft Clustering
5 2 (0.44%) Norton AntiVirus
5 2 (0.44%) Oozie
5 2 (0.44%) SCOM
5 2 (0.44%) SCOrch
5 2 (0.44%) vCenter Server
5 2 (0.44%) WSUS
6 1 (0.22%) Opscode Chef
6 1 (0.22%) WMI
Vendors
1 89 (19.43%) Microsoft
2 29 (6.33%) Google
3 26 (5.68%) SAP
3 26 (5.68%) VMware
4 25 (5.46%) Oracle
5 21 (4.59%) Instagram
6 15 (3.28%) Veeam
7 10 (2.18%) Sage
8 9 (1.97%) JD Edwards
8 9 (1.97%) Splunk
9 8 (1.75%) Apple
9 8 (1.75%) CheckPoint
9 8 (1.75%) Citrix
9 8 (1.75%) Facebook
10 6 (1.31%) HP
11 5 (1.09%) Blue Coat
11 5 (1.09%) CommVault
11 5 (1.09%) McAfee
11 5 (1.09%) NEC
11 5 (1.09%) Veritas