Period
to 5 July 2020

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 5 July 2020 with a comparison to the same period in the previous 2 years.

Data Analysis
England > South East
6 months to
5 Jul 2020
Same period 2019 Same period 2018
Rank 142 166 163
Rank change year-on-year +24 -3 +36
Permanent jobs citing Data Analysis 278 528 629
As % of all permanent jobs advertised in the South East 1.99% 1.96% 2.03%
As % of the Processes & Methodologies category 2.19% 2.15% 2.25%
Number of salaries quoted 206 412 532
Median annual salary £50,000 £42,000 £47,500
Median salary % change year-on-year +19.05% -11.58% +5.56%
10th Percentile £34,722 £27,500 £28,525
90th Percentile £71,875 £62,500 £67,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 12,721 24,569 27,903
As % of all permanent IT jobs advertised in the South East 91.22% 91.31% 90.25%
Number of salaries quoted 10,263 19,761 23,207
Median annual salary £50,198 £50,000 £47,500
Median salary % change year-on-year +0.40% +5.26% +5.56%
10th Percentile £31,250 £28,250 £28,000
90th Percentile £77,500 £75,000 £70,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 5 July 2020.

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 5 July 2020. 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 +23 94 £51,250 +46.43% 7
Hampshire +2 75 £47,500 +5.56% 4
Surrey +34 45 £57,500 +53.33% 2
Oxfordshire -10 39 £40,000 +14.29% 4
Berkshire +45 35 £55,000 +22.22% 1
Kent +60 31 £37,500 +50.00% 1
Buckinghamshire +27 20 £52,500 +61.54% 2
West Sussex +17 16 £47,500 -5.00%
East Sussex +29 14 £67,500 +68.75%
Middlesex +9 3 £55,000 -
Data Analysis
England

For the 6 months to 5 July 2020, 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.

1 150 (53.96%) SQL
2 108 (38.85%) Analytics
3 97 (34.89%) Python
4 94 (33.81%) Degree
5 91 (32.73%) Business Intelligence
6 83 (29.86%) Analytical Skills
7 69 (24.82%) Data Analytics
8 67 (24.10%) Visualisation
9 58 (20.86%) Agile Software Development
10 57 (20.50%) Data Science
11 56 (20.14%) Finance
12 53 (19.06%) SQL Server
12 53 (19.06%) Power BI
12 53 (19.06%) Power Platform
13 52 (18.71%) Problem-Solving
14 48 (17.27%) Mathematics
15 41 (14.75%) Tableau
16 39 (14.03%) ETL
17 37 (13.31%) Oracle
18 35 (12.59%) Data Modelling
18 35 (12.59%) Microsoft Excel
18 35 (12.59%) Business Analysis
19 30 (10.79%) .NET
19 30 (10.79%) C++
20 29 (10.43%) JavaScript
20 29 (10.43%) Project Management
20 29 (10.43%) Data Quality
20 29 (10.43%) Data Lake
21 28 (10.07%) Decision-Making
21 28 (10.07%) SDLC

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 8 (2.88%) IIS
2 7 (2.52%) Apache Spark
3 5 (1.80%) Jupyter
4 3 (1.08%) Apache
4 3 (1.08%) Confluence
4 3 (1.08%) Elasticsearch
5 2 (0.72%) OpenStack
5 2 (0.72%) SAS
5 2 (0.72%) SharePoint
6 1 (0.36%) Apache Airflow
6 1 (0.36%) Oracle Spatial
Applications
1 35 (12.59%) Microsoft Excel
2 9 (3.24%) Microsoft Office
3 8 (2.88%) SPSS
4 6 (2.16%) Microsoft PowerPoint
5 3 (1.08%) MS Visio
6 1 (0.36%) Mathcad
Business Applications
1 7 (2.52%) SAP ERP
2 5 (1.80%) SAP CRM
2 5 (1.80%) SAP IS-U
3 3 (1.08%) Dynamics NAV
4 1 (0.36%) FastStats
4 1 (0.36%) Oracle Financials
4 1 (0.36%) Primavera
4 1 (0.36%) ResourceLink
4 1 (0.36%) SAP Oil and Gas
Cloud Services
1 53 (19.06%) Power Platform
2 24 (8.63%) Azure
3 8 (2.88%) AWS
4 7 (2.52%) PaaS
5 5 (1.80%) Cloud Computing
6 4 (1.44%) Office 365
7 2 (0.72%) AWS Lambda
7 2 (0.72%) Google Analytics
7 2 (0.72%) SaaS
7 2 (0.72%) Serverless
8 1 (0.36%) Adobe Analytics
8 1 (0.36%) Amazon Cognito
8 1 (0.36%) Amazon S3
Communications & Networking
1 10 (3.60%) RTP
2 3 (1.08%) Internet
2 3 (1.08%) WebEx
3 1 (0.36%) DNS
3 1 (0.36%) Firewall
3 1 (0.36%) VPN
3 1 (0.36%) Wi-Fi
Database & Business Intelligence
1 53 (19.06%) Power BI
1 53 (19.06%) SQL Server
2 29 (10.43%) Data Lake
3 22 (7.91%) Big Data
4 21 (7.55%) Data Warehouse
5 20 (7.19%) MySQL
6 18 (6.47%) SQL Server Reporting Services
7 16 (5.76%) SQL Server Integration Services
8 14 (5.04%) Oracle Reports
9 13 (4.68%) Data Mining
9 13 (4.68%) Relational Database
10 11 (3.96%) Hadoop
11 9 (3.24%) SQL Server Analysis Services
12 7 (2.52%) Enterprise Data Warehouse
12 7 (2.52%) OLAP
12 7 (2.52%) QlikView
13 6 (2.16%) Azure SQL Data Warehouse
13 6 (2.16%) Geospatial Data
13 6 (2.16%) Spatial Data
14 5 (1.80%) PostgreSQL
Development Applications
1 19 (6.83%) Git (software)
2 7 (2.52%) Eclipse
2 7 (2.52%) Eclipse RCP
3 5 (1.80%) Subversion
4 4 (1.44%) JIRA
5 1 (0.36%) Bitbucket
5 1 (0.36%) ERwin
5 1 (0.36%) GitLab
5 1 (0.36%) GoCD
5 1 (0.36%) Jenkins
5 1 (0.36%) Octopus Deploy
General
1 56 (20.14%) Finance
2 19 (6.83%) Legal
3 18 (6.47%) Marketing
4 17 (6.12%) Pharmaceutical
5 12 (4.32%) Telecoms
6 10 (3.60%) Manufacturing
7 7 (2.52%) Law
8 5 (1.80%) Military
9 4 (1.44%) Financial Institution
9 4 (1.44%) Public Sector
9 4 (1.44%) Retail
10 3 (1.08%) Electronics
10 3 (1.08%) Games
10 3 (1.08%) Local Government
10 3 (1.08%) Mandarin Language
11 2 (0.72%) Aerospace
11 2 (0.72%) Banking
11 2 (0.72%) Investment Banking
12 1 (0.36%) Advertising
12 1 (0.36%) Automotive
Job Titles
1 127 (45.68%) Analyst
2 68 (24.46%) Data Analyst
3 25 (8.99%) Developer
4 24 (8.63%) Business Analyst
5 22 (7.91%) Consultant
6 21 (7.55%) Business Intelligence Analyst
6 21 (7.55%) Senior Analyst
7 15 (5.40%) Data Insight Analyst
7 15 (5.40%) Insight Analyst
7 15 (5.40%) Insight Data Analyst
8 14 (5.04%) Data Consultant
8 14 (5.04%) Senior Data Analyst
9 12 (4.32%) Data Engineer
10 11 (3.96%) Data Manager
10 11 (3.96%) Software Engineer
11 10 (3.60%) Architect
11 10 (3.60%) Power BI Analyst
11 10 (3.60%) Systems Analyst
12 9 (3.24%) Full Stack Developer
12 9 (3.24%) SQL Analyst
Libraries, Frameworks & Software Standards
1 30 (10.79%) .NET
2 26 (9.35%) HTML
3 22 (7.91%) HTML5
4 21 (7.55%) jQuery
5 19 (6.83%) CSS
5 19 (6.83%) REST
6 17 (6.12%) ASP.NET Web API
6 17 (6.12%) Web Services
6 17 (6.12%) WPF
7 16 (5.76%) .NET Framework
7 16 (5.76%) PhoneGap
7 16 (5.76%) WebRTC
7 16 (5.76%) WinForms
8 10 (3.60%) .NET Core
8 10 (3.60%) Twitter Bootstrap
8 10 (3.60%) XML
9 8 (2.88%) ASP.NET
10 7 (2.52%) Java RMI
10 7 (2.52%) JMS
10 7 (2.52%) Middleware
Miscellaneous
1 83 (29.86%) Analytical Skills
2 25 (8.99%) Algorithms
3 17 (6.12%) Management Information System
4 15 (5.40%) Self-Motivation
5 12 (4.32%) Data Structures
6 6 (2.16%) Analytical Mindset
6 6 (2.16%) Enterprise Software
7 5 (1.80%) 3D Graphics
7 5 (1.80%) Data Centre
7 5 (1.80%) GPGPU
7 5 (1.80%) Private Cloud
8 4 (1.44%) Driving Licence
8 4 (1.44%) User Experience
9 3 (1.08%) CMDB
9 3 (1.08%) NHS
9 3 (1.08%) Reinsurance
9 3 (1.08%) Tandem
10 2 (0.72%) Mobile App
10 2 (0.72%) PMI
11 1 (0.36%) Internet of Things
Operating Systems
1 24 (8.63%) Linux
2 20 (7.19%) Windows
3 11 (3.96%) Windows Server
4 2 (0.72%) Ubuntu
5 1 (0.36%) Android
5 1 (0.36%) Apple iOS
5 1 (0.36%) Embedded Linux
5 1 (0.36%) Mac OS
5 1 (0.36%) Red Hat Enterprise Linux
5 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 108 (38.85%) Analytics
2 91 (32.73%) Business Intelligence
3 69 (24.82%) Data Analytics
4 67 (24.10%) Visualisation
5 58 (20.86%) Agile Software Development
6 57 (20.50%) Data Science
7 52 (18.71%) Problem-Solving
8 48 (17.27%) Mathematics
9 39 (14.03%) ETL
10 35 (12.59%) Business Analysis
10 35 (12.59%) Data Modelling
11 29 (10.43%) Project Management
12 28 (10.07%) Decision-Making
12 28 (10.07%) SDLC
13 27 (9.71%) Data Management
14 24 (8.63%) Data Visualisation
15 23 (8.27%) Mentoring
15 23 (8.27%) Software Engineering
16 22 (7.91%) Machine Learning
17 21 (7.55%) Computer Science
Programming Languages
1 150 (53.96%) SQL
2 97 (34.89%) Python
3 30 (10.79%) C++
4 29 (10.43%) JavaScript
5 27 (9.71%) C#
6 26 (9.35%) C
7 16 (5.76%) Data Analysis Expressions (DAX)
7 16 (5.76%) Java
7 16 (5.76%) R
7 16 (5.76%) VB.NET
8 12 (4.32%) T-SQL
9 9 (3.24%) VB
10 7 (2.52%) PL/SQL
10 7 (2.52%) VB6
11 5 (1.80%) Clojure
11 5 (1.80%) Scala
12 3 (1.08%) PHP
12 3 (1.08%) PowerShell
12 3 (1.08%) Rust
12 3 (1.08%) VBScript
Qualifications
1 94 (33.81%) Degree
2 16 (5.76%) Security Cleared
3 13 (4.68%) SC Cleared
4 12 (4.32%) PhD
5 7 (2.52%) Microsoft Certification
6 6 (2.16%) Numerate Degree
7 3 (1.08%) Computer Science Degree
7 3 (1.08%) CTC Cleared
8 2 (0.72%) Master's Degree
8 2 (0.72%) PMI Certification
9 1 (0.36%) CCNA
9 1 (0.36%) Cisco Certification
9 1 (0.36%) ISTQB
9 1 (0.36%) JNCIA
9 1 (0.36%) MCSE
9 1 (0.36%) OCP
9 1 (0.36%) Oracle Certification
Quality Assurance & Compliance
1 29 (10.43%) Data Quality
2 18 (6.47%) QA
3 15 (5.40%) GDPR
4 12 (4.32%) GAAP
5 11 (3.96%) ISO/IEC 27001
6 3 (1.08%) PMO
6 3 (1.08%) SLA
7 2 (0.72%) Sarbanes-Oxley
8 1 (0.36%) Actionable Recommendations
8 1 (0.36%) HMG Security Policy Framework
8 1 (0.36%) ISO 13485
8 1 (0.36%) ISO 14000
8 1 (0.36%) ISO 9000
8 1 (0.36%) JSP 440
System Software
1 7 (2.52%) Docker
2 3 (1.08%) VMware Infrastructure
3 2 (0.72%) Virtual Machines
4 1 (0.36%) HDFS
Systems Management
1 3 (1.08%) logstash
1 3 (1.08%) SCCM
2 1 (0.36%) Ansible
2 1 (0.36%) Kibana
2 1 (0.36%) Puppet
Vendors
1 41 (14.75%) Tableau
2 37 (13.31%) Oracle
3 26 (9.35%) Microsoft
4 22 (7.91%) Alteryx
5 20 (7.19%) Automation Anywhere
5 20 (7.19%) Blue Prism
5 20 (7.19%) Cadence
5 20 (7.19%) Teradata
5 20 (7.19%) UiPath
6 17 (6.12%) Xamarin
7 15 (5.40%) SAP
8 8 (2.88%) Huawei
9 5 (1.80%) Ericsson
9 5 (1.80%) Nokia
9 5 (1.80%) Nortel
9 5 (1.80%) Progress
10 4 (1.44%) Informatica
10 4 (1.44%) Salesforce.com
11 3 (1.08%) Cisco
11 3 (1.08%) Citrix