Period
to 18 January 2022

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 18 January 2022 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South East
6 months to
18 Jan 2022
Same period 2021 Same period 2020
Rank 132 219 246
Rank change year-on-year +87 +27 +29
Permanent jobs citing Data Analytics 454 110 258
As % of all permanent jobs advertised in the South East 2.56% 1.12% 1.11%
As % of the Processes & Methodologies category 2.76% 1.22% 1.22%
Number of salaries quoted 199 81 195
10th Percentile £36,824 £30,000 £33,750
25th Percentile £41,250 £42,500 £38,750
Median annual salary (50th Percentile) £55,000 £55,000 £55,000
Median % change year-on-year - - -8.33%
75th Percentile £70,625 £75,000 £70,000
90th Percentile £87,500 £80,000 £91,500
England median annual salary £65,000 £60,000 £68,000
% change year-on-year +8.33% -11.76% +8.80%

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 16,426 9,010 21,067
As % of all permanent IT jobs advertised in the South East 92.68% 91.70% 91.04%
Number of salaries quoted 11,266 7,294 17,165
10th Percentile £32,000 £31,250 £29,000
25th Percentile £41,250 £40,000 £37,000
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +5.26%
75th Percentile £68,750 £65,000 £63,750
90th Percentile £80,000 £75,000 £76,250
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +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 18 January 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 18 January 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
Job
Vacancies
Thames Valley +8 149 £64,000 +16.36% 17
Surrey +13 118 £42,500 -34.62% 7
Hampshire +20 117 £55,000 +29.41% 5
Berkshire +27 84 £67,500 +22.73% 5
Oxfordshire -7 37 £41,957 -27.03% 6
East Sussex 0 29 £62,944 +36.10% 1
Buckinghamshire -34 29 £45,000 +2.86% 6
Kent -35 18 £52,500 +44.83% 5
West Sussex +7 15 £55,000 -31.25% 1
Middlesex - 3 - -
Sussex - 3 - -
Home Counties - 1 £80,000 -
Data Analytics
England

For the 6 months to 18 January 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.

1 454 (100.00%) Analytics
2 204 (44.93%) Agile Software Development
3 197 (43.39%) Python
4 173 (38.11%) Azure
5 163 (35.90%) SQL
6 162 (35.68%) Visualisation
7 142 (31.28%) Analytical Skills
8 141 (31.06%) DevOps
8 141 (31.06%) Microsoft
9 130 (28.63%) Degree
10 122 (26.87%) Social Skills
11 117 (25.77%) AWS
12 115 (25.33%) Power BI
12 115 (25.33%) Business Intelligence
12 115 (25.33%) Power Platform
13 110 (24.23%) Risk Management
14 109 (24.01%) Continuous Improvement
15 107 (23.57%) Data Visualisation
16 103 (22.69%) Data Analysis
17 97 (21.37%) Data Security
18 94 (20.70%) Tableau
19 90 (19.82%) Big Data
19 90 (19.82%) Serverless
20 82 (18.06%) PowerShell
21 79 (17.40%) Data Lake
22 78 (17.18%) Databricks
22 78 (17.18%) Java
23 77 (16.96%) ETL
23 77 (16.96%) Microsoft Excel
24 75 (16.52%) .NET

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 27 (5.95%) SAS
2 26 (5.73%) Apache Spark
3 24 (5.29%) Apache
4 22 (4.85%) Apache Airflow
5 16 (3.52%) Elasticsearch
6 12 (2.64%) SharePoint
7 4 (0.88%) Confluence
8 1 (0.22%) CMS
8 1 (0.22%) Umbraco
8 1 (0.22%) WordPress
Applications
1 77 (16.96%) Microsoft Excel
2 25 (5.51%) SPSS
3 19 (4.19%) Microsoft Office
4 2 (0.44%) Microsoft PowerPoint
5 1 (0.22%) InVision
5 1 (0.22%) Sketch
5 1 (0.22%) Spreadsheet
Business Applications
1 21 (4.63%) Sentinel
2 3 (0.66%) Dynamics CRM
3 1 (0.22%) Dynamics NAV
3 1 (0.22%) SAP S/4HANA
3 1 (0.22%) WebTrends
Cloud Services
1 173 (38.11%) Azure
2 117 (25.77%) AWS
3 115 (25.33%) Power Platform
4 90 (19.82%) Serverless
5 68 (14.98%) GitHub
6 62 (13.66%) GitHub Actions
7 60 (13.22%) Azure Monitor
8 54 (11.89%) AWS Lambda
8 54 (11.89%) Azure Service Bus
9 51 (11.23%) Azure Event Grid
10 50 (11.01%) Amazon CloudWatch
10 50 (11.01%) Amazon S3
10 50 (11.01%) AWS CloudTrail
11 46 (10.13%) Azure Data Factory
12 45 (9.91%) Azure Synapse Analytics
13 42 (9.25%) Azure Functions
14 40 (8.81%) Azure Cosmos DB
15 38 (8.37%) Azure Logic Apps
16 33 (7.27%) GCP
17 29 (6.39%) AWS CloudFormation
Communications & Networking
1 57 (12.56%) Cisco IPT
2 6 (1.32%) Firewall
2 6 (1.32%) Wireless
3 3 (0.66%) HTTP
4 1 (0.22%) GSM
4 1 (0.22%) Internet
4 1 (0.22%) LTE
4 1 (0.22%) Radio Access Network
4 1 (0.22%) UMTS
Database & Business Intelligence
1 115 (25.33%) Power BI
2 94 (20.70%) Tableau
3 90 (19.82%) Big Data
4 79 (17.40%) Data Lake
5 46 (10.13%) Relational Database
6 40 (8.81%) SQL Server
7 36 (7.93%) Data Warehouse
8 32 (7.05%) Amazon Redshift
9 31 (6.83%) Amazon Athena
10 29 (6.39%) Amazon DynamoDB
10 29 (6.39%) Amazon RDS
10 29 (6.39%) Electronic Patient Records
11 27 (5.95%) Data Mining
12 26 (5.73%) SQL Server Integration Services
13 22 (4.85%) QlikView
14 20 (4.41%) PostgreSQL
15 18 (3.96%) Apache Cassandra
15 18 (3.96%) MySQL
15 18 (3.96%) NoSQL
16 16 (3.52%) MongoDB
Development Applications
1 45 (9.91%) Git (software)
2 9 (1.98%) kappa
3 7 (1.54%) Visual Studio
4 5 (1.10%) Jenkins
5 4 (0.88%) JIRA
6 1 (0.22%) Atlassian Bamboo
6 1 (0.22%) Axure RP
6 1 (0.22%) RStudio
6 1 (0.22%) Selenium
General
1 142 (31.28%) Analytical Skills
2 122 (26.87%) Social Skills
3 58 (12.78%) Finance
4 49 (10.79%) Influencing Skills
5 27 (5.95%) Marketing
6 20 (4.41%) Telecoms
7 16 (3.52%) Pharmaceutical
8 15 (3.30%) Presentation Skills
9 12 (2.64%) Public Sector
10 9 (1.98%) Inclusion and Diversity
10 9 (1.98%) Retail
11 8 (1.76%) Law
11 8 (1.76%) Legal
12 7 (1.54%) Wearables
13 5 (1.10%) Banking
14 4 (0.88%) Games
14 4 (0.88%) Organisational Skills
15 3 (0.66%) Documentation Skills
15 3 (0.66%) Financial Institution
16 1 (0.22%) Manufacturing
Job Titles
1 123 (27.09%) Analyst
2 82 (18.06%) Data Engineer
3 78 (17.18%) Security Engineer
4 73 (16.08%) Data Analyst
5 57 (12.56%) Cloud Engineer
6 50 (11.01%) Senior Data Engineer
7 48 (10.57%) Senior Cloud Engineer
7 48 (10.57%) Senior Security Engineer
8 43 (9.47%) Developer
9 30 (6.61%) Azure Engineer
10 27 (5.95%) Architect
11 25 (5.51%) SQL Developer
12 23 (5.07%) HTML CSS Developer
12 23 (5.07%) HTML Developer
12 23 (5.07%) JavaScript Developer
12 23 (5.07%) Linux Developer
12 23 (5.07%) Python Developer
13 21 (4.63%) AWS Engineer
13 21 (4.63%) Cybersecurity Engineer
14 20 (4.41%) Customer Analyst
Libraries, Frameworks & Software Standards
1 75 (16.52%) .NET
2 49 (10.79%) Kafka
3 41 (9.03%) Django
3 41 (9.03%) Flask
4 28 (6.17%) JSON
5 25 (5.51%) CSS
5 25 (5.51%) HTML
6 22 (4.85%) XML
7 20 (4.41%) ActiveMQ
8 19 (4.19%) Web Services
9 14 (3.08%) RabbitMQ
10 7 (1.54%) REST
11 6 (1.32%) Spring
12 5 (1.10%) Flash
13 4 (0.88%) .NET Framework
13 4 (0.88%) ASP.NET
13 4 (0.88%) ASP.NET Web API
13 4 (0.88%) Hibernate
13 4 (0.88%) JavaBeans
13 4 (0.88%) Middleware
Miscellaneous
1 36 (7.93%) Cloud Native
2 28 (6.17%) Social Media
3 20 (4.41%) Self-Motivation
4 18 (3.96%) Photography
5 12 (2.64%) Data Centre
5 12 (2.64%) Management Information System
6 8 (1.76%) Virtual Team
7 7 (1.54%) Algorithms
7 7 (1.54%) Life Science
8 5 (1.10%) Data Structures
9 4 (0.88%) Cyber Defence
9 4 (0.88%) Cyberattack
9 4 (0.88%) Cybercrime
9 4 (0.88%) User Experience
10 2 (0.44%) Greenfield Project
10 2 (0.44%) Hedge funds
11 1 (0.22%) FMCG
11 1 (0.22%) Mobile App
11 1 (0.22%) PMI
11 1 (0.22%) Public Cloud
Operating Systems
1 64 (14.10%) Linux
2 26 (5.73%) Windows
3 21 (4.63%) Mac OS
4 3 (0.66%) Windows Server 2012
Processes & Methodologies
1 454 (100.00%) Analytics
2 204 (44.93%) Agile Software Development
3 162 (35.68%) Visualisation
4 141 (31.06%) DevOps
5 115 (25.33%) Business Intelligence
6 110 (24.23%) Risk Management
7 109 (24.01%) Continuous Improvement
8 107 (23.57%) Data Visualisation
9 103 (22.69%) Data Analysis
10 97 (21.37%) Data Security
11 77 (16.96%) ETL
12 71 (15.64%) SDLC
13 65 (14.32%) Data Modelling
14 60 (13.22%) Data Management
14 60 (13.22%) Log Analytics
15 59 (13.00%) Actionable Insight
15 59 (13.00%) Data Science
16 58 (12.78%) Problem-Solving
16 58 (12.78%) Statistics
17 57 (12.56%) Information Management
Programming Languages
1 197 (43.39%) Python
2 163 (35.90%) SQL
3 82 (18.06%) PowerShell
4 78 (17.18%) Java
5 72 (15.86%) Scala
6 71 (15.64%) Bash
7 56 (12.33%) C#
8 53 (11.67%) JavaScript
9 52 (11.45%) R
10 36 (7.93%) Perl
11 29 (6.39%) C
12 22 (4.85%) VB
13 21 (4.63%) Ruby
14 8 (1.76%) T-SQL
15 4 (0.88%) Java 8
15 4 (0.88%) Shell Script
16 3 (0.66%) PL/SQL
17 2 (0.44%) Apex Code
17 2 (0.44%) Data Analysis Expressions (DAX)
17 2 (0.44%) Kotlin
Qualifications
1 130 (28.63%) Degree
2 57 (12.56%) (ISC)2 CCSP
2 57 (12.56%) Cisco Certification
2 57 (12.56%) CISSP
3 29 (6.39%) AWS Certification
4 21 (4.63%) GCFA
4 21 (4.63%) GCFE
4 21 (4.63%) GCIA
4 21 (4.63%) GCIH
4 21 (4.63%) SANS
5 13 (2.86%) SC Cleared
5 13 (2.86%) Security Cleared
6 12 (2.64%) Master's Degree
7 11 (2.42%) ITIL Foundation Certificate
8 9 (1.98%) CCSP
8 9 (1.98%) Computer Science Degree
9 7 (1.54%) MCSE
9 7 (1.54%) Microsoft Certification
10 4 (0.88%) ISTQB
10 4 (0.88%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 35 (7.71%) Data Quality
2 26 (5.73%) GDPR
3 18 (3.96%) GRC
4 13 (2.86%) QA
5 9 (1.98%) COBIT
5 9 (1.98%) ITGC
5 9 (1.98%) NIST
6 4 (0.88%) GxP
7 2 (0.44%) Accessibility
8 1 (0.22%) Actionable Recommendations
System Software
1 40 (8.81%) Docker
2 3 (0.66%) Citrix Hypervisor
2 3 (0.66%) Virtual Servers
2 3 (0.66%) VMware Infrastructure
2 3 (0.66%) VMware Server
3 2 (0.44%) Active Directory
Systems Management
1 31 (6.83%) Terraform
2 26 (5.73%) Kubernetes
3 17 (3.74%) Apache Brooklyn
4 4 (0.88%) Ansible
5 3 (0.66%) Microsoft Intune
6 1 (0.22%) Tivoli Storage Manager
Vendors
1 141 (31.06%) Microsoft
2 78 (17.18%) Databricks
3 22 (4.85%) Cognos
4 18 (3.96%) Splunk
5 14 (3.08%) Remedy
6 13 (2.86%) Alteryx
7 9 (1.98%) Salesforce.com
7 9 (1.98%) ServiceNow
8 8 (1.76%) Google
9 7 (1.54%) Jitterbit
10 5 (1.10%) Informatica
11 4 (0.88%) Atlassian
11 4 (0.88%) LexisNexis
12 3 (0.66%) Bloomberg
12 3 (0.66%) Citrix
12 3 (0.66%) Dell
12 3 (0.66%) Red Hat
12 3 (0.66%) SAP
12 3 (0.66%) VMware
13 2 (0.44%) Telerik