Period
to

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 25 June 2022 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South East
6 months to
25 Jun 2022
Same period 2021 Same period 2020
Rank 168 231 201
Rank change year-on-year +63 -30 -8
Permanent jobs citing Data Analytics 461 191 207
As % of all permanent jobs advertised in the South East 2.08% 1.25% 1.46%
As % of the Processes & Methodologies category 2.22% 1.33% 1.58%
Number of salaries quoted 93 98 123
10th Percentile £41,500 £31,250 £33,750
25th Percentile £50,250 £35,750 £45,000
Median annual salary (50th Percentile) £65,000 £47,500 £57,500
Median % change year-on-year +36.84% -17.39% +4.55%
75th Percentile £80,000 £67,500 £75,000
90th Percentile £87,500 £80,000 £83,750
England median annual salary £70,000 £60,000 £65,000
% change year-on-year +16.67% -7.69% +4.00%

Data Analytics 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 20,793 14,361 13,086
As % of all permanent IT jobs advertised in the South East 93.98% 93.66% 92.17%
Number of salaries quoted 11,848 10,288 10,680
10th Percentile £31,250 £32,500 £31,250
25th Percentile £41,250 £40,500 £38,750
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - -
75th Percentile £70,000 £65,000 £65,000
90th Percentile £82,500 £77,500 £77,500
England median annual salary £60,000 £56,000 £55,000
% change year-on-year +7.14% +1.82% +4.76%

Data Analytics
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Analytics in the South East

Data Analytics
Salary Trend in the South East

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

Salary trend for Data Analytics in the South East

Data Analytics
Salary Histogram in the South East

Salary distribution for jobs citing Data Analytics in the South East over the 6 months to 25 June 2022.

Salary histogram for Data Analytics in the South East

Data Analytics
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 Analytics within the South East region over the 6 months to 25 June 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
Thames Valley -12 154 £60,000 +26.32% 11
Hampshire +48 121 £60,000 +26.32% 5
Surrey +29 114 £65,000 +36.84% 2
Oxfordshire +12 60 £60,000 +33.33% 1
Berkshire -14 55 £58,500 +6.36% 4
Buckinghamshire -47 47 £60,000 +64.38% 6
Kent -28 39 £80,000 +14.29%
West Sussex +8 23 £41,000 -48.75%
East Sussex +3 9 £70,000 +12.00% 2
Middlesex - 1 - -
Data Analytics
England

For the 6 months to 25 June 2022, IT jobs citing Data Analytics 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 Analytics.

1 461 (100.00%) Analytics
2 226 (49.02%) Agile
3 187 (40.56%) SQL
4 186 (40.35%) Social Skills
5 165 (35.79%) Python
6 151 (32.75%) Analytical Skills
7 141 (30.59%) Finance
8 138 (29.93%) Risk Management
9 134 (29.07%) Azure
10 125 (27.11%) Degree
11 123 (26.68%) Microsoft
11 123 (26.68%) Power BI
11 123 (26.68%) Power Platform
12 109 (23.64%) Data Management
13 107 (23.21%) Microsoft Excel
13 107 (23.21%) Visualisation
14 100 (21.69%) Data Science
15 99 (21.48%) Actionable Insight
16 92 (19.96%) Business Intelligence
17 90 (19.52%) Data Analysis
17 90 (19.52%) R
17 90 (19.52%) Continuous Improvement
18 86 (18.66%) Big Data
19 85 (18.44%) Marketing
20 81 (17.57%) Machine Learning
21 77 (16.70%) DevOps
22 75 (16.27%) Decision-Making
23 74 (16.05%) Legal
24 70 (15.18%) Data Security
24 70 (15.18%) Data Modelling

Data Analytics
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 40 (8.68%) SAS
2 20 (4.34%) Elasticsearch
3 19 (4.12%) Apache Spark
4 7 (1.52%) ArcGIS
4 7 (1.52%) SharePoint
5 4 (0.87%) Confluence
5 4 (0.87%) Oracle Spatial
6 2 (0.43%) Apache Airflow
6 2 (0.43%) Smallworld
7 1 (0.22%) Apache
Applications
1 107 (23.21%) Microsoft Excel
2 39 (8.46%) SPSS
3 29 (6.29%) Microsoft Office
4 9 (1.95%) Sketch
4 9 (1.95%) Zeplin
5 6 (1.30%) Pipeline Pilot
6 5 (1.08%) Campfire
6 5 (1.08%) Microsoft PowerPoint
7 4 (0.87%) Spreadsheet
8 2 (0.43%) MS Visio
Business Applications
1 3 (0.65%) SAP S/4HANA
Cloud Services
1 134 (29.07%) Azure
2 123 (26.68%) Power Platform
3 70 (15.18%) AWS
4 54 (11.71%) Azure Data Factory
5 52 (11.28%) Azure Cosmos DB
5 52 (11.28%) Azure Synapse Analytics
6 46 (9.98%) Azure Event Grid
6 46 (9.98%) Azure Service Bus
6 46 (9.98%) GitHub
6 46 (9.98%) GitHub Actions
7 43 (9.33%) SaaS
8 40 (8.68%) Serverless
9 38 (8.24%) Azure AKS
9 38 (8.24%) Azure Functions
10 37 (8.03%) Azure Monitor
11 18 (3.90%) GCP
12 13 (2.82%) PowerApps
13 9 (1.95%) Azure Logic Apps
13 9 (1.95%) Figma
14 6 (1.30%) Cloud Computing
Communications & Networking
1 20 (4.34%) Cisco IPT
2 8 (1.74%) 5G
3 5 (1.08%) Broadband
4 1 (0.22%) DNS
4 1 (0.22%) HTTP
Database & Business Intelligence
1 123 (26.68%) Power BI
2 86 (18.66%) Big Data
3 55 (11.93%) Data Lake
4 52 (11.28%) Tableau
5 40 (8.68%) Data Warehouse
6 39 (8.46%) QlikView
7 30 (6.51%) SQL Server
8 23 (4.99%) NoSQL
9 19 (4.12%) Hadoop
10 17 (3.69%) Apache Hive
10 17 (3.69%) Data Mining
11 16 (3.47%) SQL Server Integration Services
12 13 (2.82%) Relational Database
13 12 (2.60%) MongoDB
13 12 (2.60%) PostgreSQL
14 11 (2.39%) Geospatial Data
15 10 (2.17%) GIS
16 9 (1.95%) Apache Cassandra
17 8 (1.74%) Spatial Data
17 8 (1.74%) Star Schema
Development Applications
1 20 (4.34%) Git (software)
2 11 (2.39%) JIRA
3 3 (0.65%) Atlassian Bamboo
3 3 (0.65%) Postman
3 3 (0.65%) Selenium
3 3 (0.65%) SpecFlow
4 1 (0.22%) GitLab
4 1 (0.22%) Subversion
4 1 (0.22%) Vagrant
General
1 186 (40.35%) Social Skills
2 151 (32.75%) Analytical Skills
3 141 (30.59%) Finance
4 85 (18.44%) Marketing
5 74 (16.05%) Legal
6 54 (11.71%) Manufacturing
7 51 (11.06%) Retail
8 42 (9.11%) Public Sector
9 39 (8.46%) Local Government
10 38 (8.24%) Aviation
11 31 (6.72%) Organisational Skills
12 26 (5.64%) Law
13 25 (5.42%) Influencing Skills
14 19 (4.12%) Spanish Language
15 16 (3.47%) Telecoms
16 12 (2.60%) Inclusion and Diversity
17 11 (2.39%) Presentation Skills
18 9 (1.95%) Pharmaceutical
19 6 (1.30%) Advertising
19 6 (1.30%) Banking
Job Titles
1 129 (27.98%) Analyst
2 69 (14.97%) Data Analyst
3 52 (11.28%) Cloud Engineer
4 49 (10.63%) Data Engineer
4 49 (10.63%) Data Manager
5 38 (8.24%) Azure Engineer
6 37 (8.03%) Security Engineer
6 37 (8.03%) Senior Cloud Engineer
6 37 (8.03%) Senior Data Engineer
6 37 (8.03%) Senior Security Engineer
7 31 (6.72%) Customer Analyst
8 23 (4.99%) Architect
8 23 (4.99%) Software Engineer
9 20 (4.34%) Developer
10 15 (3.25%) Cloud Infrastructure Engineer
10 15 (3.25%) Infrastructure Engineer
11 14 (3.04%) Graduate
11 14 (3.04%) Procurement Analyst
12 12 (2.60%) DevOps Engineer
13 11 (2.39%) SIEM Analyst
Libraries, Frameworks & Software Standards
1 50 (10.85%) .NET
2 22 (4.77%) React
3 21 (4.56%) Kafka
4 11 (2.39%) Elastic Stack
5 9 (1.95%) Django
5 9 (1.95%) RabbitMQ
6 8 (1.74%) Flask
7 7 (1.52%) Flash
8 5 (1.08%) EDI
8 5 (1.08%) Node.js
8 5 (1.08%) Web Services
9 4 (0.87%) .NET Core
9 4 (0.87%) JSON
9 4 (0.87%) PostGIS
9 4 (0.87%) REST
10 3 (0.65%) CSS
10 3 (0.65%) HTML
10 3 (0.65%) MDX
10 3 (0.65%) XML
11 2 (0.43%) AngularJS
Miscellaneous
1 57 (12.36%) Management Information System
2 39 (8.46%) Greenfield Project
3 20 (4.34%) Algorithms
3 20 (4.34%) Mobile App
3 20 (4.34%) User Experience
4 17 (3.69%) Educational Technology
4 17 (3.69%) Social Network
5 15 (3.25%) Linux Command Line
6 14 (3.04%) Social Media
7 13 (2.82%) Data Centre
8 11 (2.39%) Private Cloud
9 10 (2.17%) Data Structures
9 10 (2.17%) Self-Motivation
10 9 (1.95%) Cloud Native
11 6 (1.30%) Renewable Energy
12 5 (1.08%) Grid Computing
12 5 (1.08%) Photography
12 5 (1.08%) Virtual Team
13 4 (0.87%) Cybercrime
14 3 (0.65%) Cyber Defence
Operating Systems
1 9 (1.95%) Linux
2 1 (0.22%) Android
Processes & Methodologies
1 461 (100.00%) Analytics
2 226 (49.02%) Agile
3 138 (29.93%) Risk Management
4 109 (23.64%) Data Management
5 107 (23.21%) Visualisation
6 100 (21.69%) Data Science
7 99 (21.48%) Actionable Insight
8 92 (19.96%) Business Intelligence
9 90 (19.52%) Continuous Improvement
9 90 (19.52%) Data Analysis
10 81 (17.57%) Machine Learning
11 77 (16.70%) DevOps
12 75 (16.27%) Decision-Making
13 70 (15.18%) Data Modelling
13 70 (15.18%) Data Security
14 68 (14.75%) Customer Insight
15 66 (14.32%) Customer-Centricity
16 58 (12.58%) ETL
16 58 (12.58%) Information Security
17 56 (12.15%) Data Visualisation
Programming Languages
1 187 (40.56%) SQL
2 165 (35.79%) Python
3 90 (19.52%) R
4 65 (14.10%) C
5 64 (13.88%) Java
6 62 (13.45%) Bash
7 53 (11.50%) PowerShell
8 39 (8.46%) Scala
9 32 (6.94%) C#
10 18 (3.90%) T-SQL
11 13 (2.82%) JavaScript
12 12 (2.60%) Ruby
13 6 (1.30%) PL/SQL
14 5 (1.08%) Data Analysis Expressions (DAX)
15 4 (0.87%) Shell Script
15 4 (0.87%) VBA
16 1 (0.22%) Go
16 1 (0.22%) Kotlin
16 1 (0.22%) MATLAB
16 1 (0.22%) Rust
Qualifications
1 125 (27.11%) Degree
2 20 (4.34%) (ISC)2 CCSP
2 20 (4.34%) Cisco Certification
2 20 (4.34%) CISSP
3 11 (2.39%) Computer Science Degree
3 11 (2.39%) Security Cleared
4 9 (1.95%) SC Cleared
5 5 (1.08%) DBS Check
6 4 (0.87%) ISTQB
6 4 (0.87%) ISTQB Advanced Certification
6 4 (0.87%) ISTQB Foundation Certification
6 4 (0.87%) MBA
7 3 (0.65%) Master's Degree
8 2 (0.43%) DV Cleared
8 2 (0.43%) PhD
8 2 (0.43%) Postgraduate
8 2 (0.43%) TOGAF Certification
9 1 (0.22%) IIBA
9 1 (0.22%) Microsoft Certification
9 1 (0.22%) PMI Certification
Quality Assurance & Compliance
1 39 (8.46%) GDPR
1 39 (8.46%) GRC
2 20 (4.34%) Data Quality
3 8 (1.74%) QA
4 5 (1.08%) Accessibility
5 3 (0.65%) PMO
6 2 (0.43%) SLA
7 1 (0.22%) GxP
7 1 (0.22%) PCI DSS
System Software
1 18 (3.90%) Docker
Systems Management
1 26 (5.64%) Kubernetes
2 11 (2.39%) Kibana
2 11 (2.39%) logstash
3 7 (1.52%) SCCM
4 3 (0.65%) Terraform
5 2 (0.43%) Ansible
Vendors
1 123 (26.68%) Microsoft
2 54 (11.71%) Databricks
3 34 (7.38%) Cognos
4 19 (4.12%) SAP
5 16 (3.47%) Alteryx
5 16 (3.47%) Oracle
6 10 (2.17%) Salesforce.com
7 8 (1.74%) Google
7 8 (1.74%) Informatica
8 7 (1.52%) Cognizant
8 7 (1.52%) ServiceNow
8 7 (1.52%) Snow
9 6 (1.30%) Vertica
10 5 (1.08%) Sun
11 4 (0.87%) Atlassian
11 4 (0.87%) LexisNexis
11 4 (0.87%) MicroStrategy
12 3 (0.65%) Dell
13 2 (0.43%) IBM
13 2 (0.43%) IFS