Period
to 24 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 24 October 2021 with a comparison to the same period in the previous 2 years.

Data Analysis
England > South East
6 months to
24 Oct 2021
Same period 2020 Same period 2019
Rank 168 189 206
Rank change year-on-year +21 +17 -3
Permanent jobs citing Data Analysis 371 108 399
As % of all permanent jobs advertised in the South East 2.07% 1.35% 1.58%
As % of the Processes & Methodologies category 2.21% 1.46% 1.73%
Number of salaries quoted 215 91 336
10th Percentile £35,577 £31,250 £26,875
25th Percentile £40,000 £36,000 £32,500
Median annual salary (50th Percentile) £50,000 £51,000 £45,000
Median % change year-on-year -1.96% +13.33% -5.26%
75th Percentile £66,875 £62,500 £57,500
90th Percentile £78,750 £72,500 £66,250
England median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% +3.09%

Data Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 16,759 7,383 23,079
As % of all permanent IT jobs advertised in the South East 93.37% 92.02% 91.16%
Number of salaries quoted 11,286 6,125 18,839
10th Percentile £32,000 £31,250 £28,125
25th Percentile £40,500 £40,000 £36,250
Median annual salary (50th Percentile) £52,500 £52,500 £50,000
Median % change year-on-year - +5.00% +5.26%
75th Percentile £67,500 £65,000 £63,750
90th Percentile £80,000 £75,000 £75,000
England median annual salary £59,000 £55,000 £52,500
% change year-on-year +7.27% +4.76% -

Data Analysis
Job Vacancy Trend in the South East

Job postings citing Data Analysis as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Data Analysis in the South East

Data Analysis
Salary Trend in the South East

3-month moving average salary quoted in jobs citing Data Analysis in the South East.

Salary trend for Data Analysis in the South East

Data Analysis
Salary Histogram in the South East

Salary distribution for jobs citing Data Analysis in the South East over the 6 months to 24 October 2021.

Salary histogram for Data Analysis in the South East

Data Analysis
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the South East region over the 6 months to 24 October 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
Thames Valley +19 174 £48,750 -9.30% 28
Hampshire -83 79 £60,000 +20.00% 9
Berkshire -14 73 £59,750 +19.50% 15
Oxfordshire +11 56 £42,500 -22.73% 8
Surrey -33 48 £50,000 -9.09% 8
Buckinghamshire -23 46 £50,000 +17.65% 5
West Sussex +20 42 £55,000 +46.67% 2
Kent -21 23 £45,000 +38.46% 5
East Sussex -40 5 £34,637 -22.60% 2
Sussex - 3 £60,000 -
Data Analysis
England

For the 6 months to 24 October 2021, IT jobs citing Data Analysis 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 South East region with a requirement for Data Analysis.

1 179 (48.25%) Social Skills
2 141 (38.01%) Agile Software Development
3 120 (32.35%) Degree
4 119 (32.08%) SQL
5 104 (28.03%) Problem-Solving
6 95 (25.61%) Business Intelligence
7 94 (25.34%) Analytics
8 90 (24.26%) Analytical Skills
9 89 (23.99%) Python
10 82 (22.10%) Microsoft Excel
10 82 (22.10%) Project Management
10 82 (22.10%) Visualisation
11 79 (21.29%) Pharmaceutical
12 78 (21.02%) Microsoft
13 61 (16.44%) Power BI
13 61 (16.44%) Power Platform
14 60 (16.17%) User Experience
15 59 (15.90%) Data Modelling
16 56 (15.09%) Azure
17 55 (14.82%) Decision-Making
18 52 (14.02%) JIRA
18 52 (14.02%) Mentoring
18 52 (14.02%) Finance
19 49 (13.21%) Stakeholder Management
20 47 (12.67%) Marketing
20 47 (12.67%) Tableau
21 45 (12.13%) JavaScript
22 44 (11.86%) Data Analytics
23 43 (11.59%) SQL Server
24 39 (10.51%) C#

Data Analysis
Co-occurring IT Skills in the South East 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 27 (7.28%) WordPress
2 15 (4.04%) SharePoint
3 13 (3.50%) IIS
4 12 (3.23%) Confluence
5 11 (2.96%) CMS
5 11 (2.96%) Sitecore CMS
5 11 (2.96%) Umbraco
6 8 (2.16%) SAS
7 4 (1.08%) OpenStack
8 3 (0.81%) Apache Spark
9 2 (0.54%) Oracle SOA Suite
10 1 (0.27%) Apache Solr
10 1 (0.27%) ColdFusion
Applications
1 82 (22.10%) Microsoft Excel
2 39 (10.51%) Microsoft Office
3 28 (7.55%) Microsoft PowerPoint
4 25 (6.74%) Microsoft Project
5 4 (1.08%) Simulink
6 3 (0.81%) Figma
6 3 (0.81%) GNU Octave
6 3 (0.81%) Spreadsheet
7 1 (0.27%) MS Visio
Business Applications
1 11 (2.96%) Sage 200
2 8 (2.16%) NetSuite
3 7 (1.89%) SAP Business One
4 6 (1.62%) Infor M3
5 5 (1.35%) Payment Gateway
6 4 (1.08%) Dynamics CRM
6 4 (1.08%) OPENHousing
7 2 (0.54%) Dynamics NAV
7 2 (0.54%) SAP BPC
8 1 (0.27%) IBM Planning Analytics
8 1 (0.27%) SAP MM
8 1 (0.27%) SAP S/4HANA
8 1 (0.27%) Shopify
Cloud Services
1 61 (16.44%) Power Platform
2 56 (15.09%) Azure
3 18 (4.85%) AWS
3 18 (4.85%) SaaS
4 16 (4.31%) Microsoft 365
5 14 (3.77%) Amazon Cognito
5 14 (3.77%) Amazon EC2
5 14 (3.77%) Amazon S3
5 14 (3.77%) npm
6 11 (2.96%) IaaS
6 11 (2.96%) Mimecast
6 11 (2.96%) OneDrive
6 11 (2.96%) PaaS
7 9 (2.43%) Dynamics 365
8 8 (2.16%) Azure Data Factory
9 5 (1.35%) GitHub
9 5 (1.35%) Slack
9 5 (1.35%) Trello
10 4 (1.08%) Azure Synapse Analytics
10 4 (1.08%) Google Analytics
Communications & Networking
1 12 (3.23%) VoIP
2 11 (2.96%) DHCP
2 11 (2.96%) DNS
2 11 (2.96%) Firewall
2 11 (2.96%) IPsec
2 11 (2.96%) SSL
2 11 (2.96%) TCP/IP
2 11 (2.96%) VLAN
2 11 (2.96%) VPN
3 10 (2.70%) Bluetooth
4 6 (1.62%) HTTP
5 2 (0.54%) Internet
5 2 (0.54%) Radio Access Network
5 2 (0.54%) WebEx
5 2 (0.54%) Wireshark
Database & Business Intelligence
1 61 (16.44%) Power BI
2 47 (12.67%) Tableau
3 43 (11.59%) SQL Server
4 31 (8.36%) Data Warehouse
5 28 (7.55%) Data Lake
6 26 (7.01%) SQL Server Reporting Services
7 19 (5.12%) Data Mining
8 17 (4.58%) Big Data
9 14 (3.77%) Relational Database
10 13 (3.50%) SQL Server Integration Services
11 11 (2.96%) QlikView
12 8 (2.16%) Crystal Reports
12 8 (2.16%) EDMS
12 8 (2.16%) Metadata
13 7 (1.89%) BusinessObjects
13 7 (1.89%) Power Query
13 7 (1.89%) SQL Server Analysis Services
14 6 (1.62%) PostgreSQL
14 6 (1.62%) Star Schema
15 5 (1.35%) GIS
Development Applications
1 52 (14.02%) JIRA
2 27 (7.28%) Git (software)
3 21 (5.66%) Axure RP
4 19 (5.12%) webpack
5 17 (4.58%) Visual Studio
6 14 (3.77%) Babel
7 2 (0.54%) NUnit
7 2 (0.54%) Team Foundation Server
7 2 (0.54%) Visual Studio Team System
8 1 (0.27%) Bugzilla
8 1 (0.27%) CruiseControl
8 1 (0.27%) ERwin
8 1 (0.27%) Gemini Tracker
8 1 (0.27%) Hudson
8 1 (0.27%) Subversion
8 1 (0.27%) VSS/SourceSafe
General
1 179 (48.25%) Social Skills
2 90 (24.26%) Analytical Skills
3 79 (21.29%) Pharmaceutical
4 52 (14.02%) Finance
5 47 (12.67%) Marketing
6 34 (9.16%) Presentation Skills
7 24 (6.47%) Manufacturing
8 22 (5.93%) Retail
9 14 (3.77%) Wearables
10 9 (2.43%) Organisational Skills
11 7 (1.89%) Banking
12 6 (1.62%) Automotive
12 6 (1.62%) Influencing Skills
12 6 (1.62%) Legal
12 6 (1.62%) Telecoms
13 5 (1.35%) Inclusion and Diversity
14 4 (1.08%) Documentation Skills
14 4 (1.08%) Electronics
14 4 (1.08%) Financial Institution
15 3 (0.81%) Advertising
Job Titles
1 106 (28.57%) Analyst
2 65 (17.52%) Developer
3 58 (15.63%) Data Analyst
4 30 (8.09%) Project Manager
5 23 (6.20%) Lead Developer
6 22 (5.93%) Business Intelligence Analyst
7 21 (5.66%) Data Engineer
7 21 (5.66%) Digital Project Manager
8 19 (5.12%) Business Analyst
9 14 (3.77%) IT Manager
9 14 (3.77%) JavaScript Developer
9 14 (3.77%) React Developer
10 13 (3.50%) SQL Analyst
11 11 (2.96%) Insight Analyst
11 11 (2.96%) SQL Data Analyst
12 10 (2.70%) Consultant
12 10 (2.70%) Senior Developer
13 9 (2.43%) Software Engineer
14 8 (2.16%) Applications Support
14 8 (2.16%) Data Insight Analyst
Libraries, Frameworks & Software Standards
1 30 (8.09%) React
2 28 (7.55%) .NET
3 24 (6.47%) React Native
4 15 (4.04%) TensorFlow
5 14 (3.77%) D3.js
5 14 (3.77%) Keras
5 14 (3.77%) NumPy
5 14 (3.77%) Pandas
5 14 (3.77%) REST
5 14 (3.77%) RESTful
6 12 (3.23%) HTML
7 11 (2.96%) CSS
8 10 (2.70%) GraphQL
8 10 (2.70%) Node.js
9 7 (1.89%) AngularJS
9 7 (1.89%) Sass
10 5 (1.35%) GreenSock GSAP
10 5 (1.35%) Middleware
11 4 (1.08%) Vue.js
11 4 (1.08%) WebAssembly
Miscellaneous
1 60 (16.17%) User Experience
2 32 (8.63%) Management Information System
3 27 (7.28%) PMI
4 21 (5.66%) Digital Media
5 16 (4.31%) Life Science
6 15 (4.04%) Algorithms
6 15 (4.04%) Self-Motivation
7 14 (3.77%) 3D Graphics
8 8 (2.16%) Learning Management System
9 6 (1.62%) Data Structures
10 5 (1.35%) Animation
10 5 (1.35%) Renewable Energy
10 5 (1.35%) Robotics
11 4 (1.08%) Analogue Electronics
11 4 (1.08%) Linux Command Line
11 4 (1.08%) Private Cloud
11 4 (1.08%) Reference Data
12 3 (0.81%) Enterprise Software
12 3 (0.81%) Grid Computing
12 3 (0.81%) Mobile App
Operating Systems
1 35 (9.43%) Android
1 35 (9.43%) Apple iOS
2 19 (5.12%) Windows
3 12 (3.23%) Windows 10
4 11 (2.96%) Linux
4 11 (2.96%) Windows Server
4 11 (2.96%) Windows Server 2012
4 11 (2.96%) Windows Server 2019
5 3 (0.81%) Unix
Processes & Methodologies
1 141 (38.01%) Agile Software Development
2 104 (28.03%) Problem-Solving
3 95 (25.61%) Business Intelligence
4 94 (25.34%) Analytics
5 82 (22.10%) Project Management
5 82 (22.10%) Visualisation
6 59 (15.90%) Data Modelling
7 55 (14.82%) Decision-Making
8 52 (14.02%) Mentoring
9 49 (13.21%) Stakeholder Management
10 44 (11.86%) Data Analytics
11 37 (9.97%) Computer Science
12 36 (9.70%) Full Stack Development
12 36 (9.70%) Statistics
13 34 (9.16%) Data Science
14 33 (8.89%) Data Management
14 33 (8.89%) Machine Learning
14 33 (8.89%) Mathematics
15 32 (8.63%) Requirements Gathering
16 31 (8.36%) Change Control
Programming Languages
1 119 (32.08%) SQL
2 89 (23.99%) Python
3 45 (12.13%) JavaScript
4 39 (10.51%) C#
5 35 (9.43%) R
6 21 (5.66%) C
7 18 (4.85%) T-SQL
8 17 (4.58%) PowerShell
9 13 (3.50%) TypeScript
10 12 (3.23%) C++
11 11 (2.96%) MATLAB
12 8 (2.16%) Java
13 7 (1.89%) Scala
14 6 (1.62%) VBA
15 4 (1.08%) Bash Shell
15 4 (1.08%) Go
15 4 (1.08%) Perl
15 4 (1.08%) PL/SQL
15 4 (1.08%) Rust
16 3 (0.81%) Data Analysis Expressions (DAX)
Qualifications
1 120 (32.35%) Degree
2 27 (7.28%) PMI Certification
3 21 (5.66%) APMP
4 19 (5.12%) Master's Degree
5 14 (3.77%) Computer Science Degree
5 14 (3.77%) Microsoft Certification
6 12 (3.23%) PhD
7 9 (2.43%) HND
7 9 (2.43%) Security Cleared
8 8 (2.16%) CIPD
9 6 (1.62%) ISEB
9 6 (1.62%) Numerate Degree
10 5 (1.35%) PMP
11 4 (1.08%) DBS Check
11 4 (1.08%) ITIL Certification
11 4 (1.08%) MBA
12 3 (0.81%) CBAP
12 3 (0.81%) SC Cleared
13 2 (0.54%) DV Cleared
13 2 (0.54%) IIBA
Quality Assurance & Compliance
1 31 (8.36%) Data Quality
2 16 (4.31%) QA
3 9 (2.43%) GRC
4 7 (1.89%) GMP
5 6 (1.62%) Cyber Essentials
5 6 (1.62%) Cyber Essentials PLUS
5 6 (1.62%) ISO/IEC 27001
5 6 (1.62%) NIST
5 6 (1.62%) NIST 800
6 5 (1.35%) GLP
6 5 (1.35%) Good Clinical Practice
7 4 (1.08%) GDPR
7 4 (1.08%) SLA
8 3 (0.81%) PMO
9 2 (0.54%) Actionable Recommendations
9 2 (0.54%) GxP
10 1 (0.27%) PCI DSS
System Software
1 14 (3.77%) Firmware
2 13 (3.50%) VMware Infrastructure
3 12 (3.23%) Active Directory
4 11 (2.96%) vSphere
5 10 (2.70%) Docker
6 2 (0.54%) XenApp
Systems Management
1 11 (2.96%) Microsoft Intune
2 4 (1.08%) Ansible
2 4 (1.08%) Kubernetes
2 4 (1.08%) Packer
2 4 (1.08%) Terraform
3 1 (0.27%) SCCM
Vendors
1 78 (21.02%) Microsoft
2 25 (6.74%) SAP
3 16 (4.31%) Sage
4 13 (3.50%) VMware
5 11 (2.96%) Palo Alto
5 11 (2.96%) Sitecore
5 11 (2.96%) Sophos
6 10 (2.70%) Workday
7 9 (2.43%) Alteryx
7 9 (2.43%) JD Edwards
7 9 (2.43%) Splunk
8 8 (2.16%) WooCommerce
9 7 (1.89%) Cognos
9 7 (1.89%) Google
9 7 (1.89%) LexisNexis
9 7 (1.89%) Salesforce.com
10 6 (1.62%) Ariba
10 6 (1.62%) Infor
10 6 (1.62%) Oracle
10 6 (1.62%) ServiceNow