Period
to 27 May 2020

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 27 May 2020 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South East
6 months to
27 May 2020
Same period 2019 Same period 2018
Rank 201 203 249
Rank change year-on-year +2 +46 +87
Permanent jobs citing Data Analytics 235 430 367
As % of all permanent jobs advertised in the South East 1.43% 1.65% 1.21%
As % of the Processes & Methodologies category 1.57% 1.80% 1.34%
Number of salaries quoted 155 210 315
Median annual salary £57,500 £55,000 £50,000
Median salary % change year-on-year +4.55% +10.00% +6.38%
10th Percentile £33,750 £30,975 £32,235
90th Percentile £84,500 £78,000 £85,000
England median annual salary £67,500 £62,500 £57,500
% change year-on-year +8.00% +8.70% +4.55%

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 14,945 23,893 27,330
As % of all permanent IT jobs advertised in the South East 91.15% 91.61% 90.11%
Number of salaries quoted 11,982 19,211 22,634
Median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £31,250 £28,000 £27,500
90th Percentile £77,500 £73,750 £70,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 27 May 2020.

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 27 May 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
Hampshire -17 98 £55,000 -2.22% 1
Thames Valley -19 54 £58,750 -4.08% 4
Surrey +72 47 £55,000 +12.24% 1
Berkshire +16 33 £60,000 +3.45% 2
Kent +49 21 - -
Buckinghamshire +38 16 £57,500 +51.32%
East Sussex +19 10 £67,500 +26.17%
West Sussex +31 5 £29,000 -47.27% 2
Oxfordshire -19 5 £60,000 -6.25% 2
Data Analytics
England

For the 6 months to 27 May 2020, 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.

1 235 (100.00%) Analytics
2 120 (51.06%) SQL
3 92 (39.15%) Business Intelligence
4 90 (38.30%) Degree
5 86 (36.60%) Python
6 85 (36.17%) Big Data
7 80 (34.04%) Agile Software Development
7 80 (34.04%) Data Analysis
8 61 (25.96%) Machine Learning
9 58 (24.68%) Visualisation
10 52 (22.13%) Azure
11 50 (21.28%) SQL Server
12 49 (20.85%) Technical Leadership
13 47 (20.00%) Microsoft
14 45 (19.15%) Hadoop
15 44 (18.72%) DevOps
15 44 (18.72%) Analytical Skills
15 44 (18.72%) ETL
16 42 (17.87%) Apache Spark
17 40 (17.02%) Mathematics
18 39 (16.60%) Data Lake
18 39 (16.60%) Security Cleared
19 37 (15.74%) SC Cleared
19 37 (15.74%) Data Science
19 37 (15.74%) Oracle
20 36 (15.32%) Tableau
21 35 (14.89%) Data Warehouse
21 35 (14.89%) Artificial Intelligence
22 30 (12.77%) Finance
23 29 (12.34%) 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 42 (17.87%) Apache Spark
2 18 (7.66%) Elasticsearch
3 16 (6.81%) Apache
4 13 (5.53%) Apache Solr
5 6 (2.55%) Apache Pig
5 6 (2.55%) Confluence
5 6 (2.55%) SharePoint
6 5 (2.13%) Jupyter
6 5 (2.13%) SAS
7 1 (0.43%) Adobe Experience Manager
7 1 (0.43%) BizTalk Server
Applications
1 11 (4.68%) Microsoft Excel
2 5 (2.13%) Microsoft Office
3 4 (1.70%) Microsoft Project
3 4 (1.70%) MS Visio
Business Applications
1 6 (2.55%) SAP ERP
2 5 (2.13%) SAP CRM
2 5 (2.13%) SAP IS-U
3 1 (0.43%) Adobe Campaign
3 1 (0.43%) Sparx Enterprise Architect
Cloud Services
1 52 (22.13%) Azure
2 25 (10.64%) Power Platform
3 20 (8.51%) AWS
4 16 (6.81%) SaaS
5 11 (4.68%) Azure Data Factory
6 8 (3.40%) Office 365
7 7 (2.98%) Cloud Computing
7 7 (2.98%) Cortana Intelligence Suite
8 5 (2.13%) Dynamics 365
9 3 (1.28%) Adobe Creative Cloud
9 3 (1.28%) GCP
10 1 (0.43%) Adobe Analytics
10 1 (0.43%) AWS Lambda
10 1 (0.43%) Google Analytics
10 1 (0.43%) Google Sheets
10 1 (0.43%) Serverless
Communications & Networking
1 10 (4.26%) BGP
1 10 (4.26%) Broadband
1 10 (4.26%) MPLS
1 10 (4.26%) WAN
2 4 (1.70%) Unified Communications
3 2 (0.85%) TCP/IP
4 1 (0.43%) ASN.1
4 1 (0.43%) MQTT
4 1 (0.43%) Radio Access Network
4 1 (0.43%) SNMP
4 1 (0.43%) SSH
4 1 (0.43%) WebEx
Database & Business Intelligence
1 85 (36.17%) Big Data
2 50 (21.28%) SQL Server
3 45 (19.15%) Hadoop
4 39 (16.60%) Data Lake
5 35 (14.89%) Data Warehouse
6 27 (11.49%) MongoDB
7 25 (10.64%) Power BI
8 20 (8.51%) Neo4j
9 19 (8.09%) Relational Database
10 18 (7.66%) Azure SQL Data Warehouse
11 17 (7.23%) Apache Cassandra
11 17 (7.23%) Geospatial Data
12 14 (5.96%) Data Mining
13 13 (5.53%) Apache Accumulo
14 12 (5.11%) Azure SQL Database
14 12 (5.11%) NoSQL
14 12 (5.11%) Oracle Reports
15 11 (4.68%) Cosmos DB
16 10 (4.26%) KNIME
17 7 (2.98%) Enterprise Data Warehouse
Development Applications
1 11 (4.68%) Jenkins
2 6 (2.55%) JIRA
3 5 (2.13%) Git (software)
4 4 (1.70%) Subversion
4 4 (1.70%) Team Foundation Server
4 4 (1.70%) VersionOne
5 1 (0.43%) MagicDraw
5 1 (0.43%) NUnit
5 1 (0.43%) Selenium
5 1 (0.43%) SpecFlow
5 1 (0.43%) WebDriver
General
1 30 (12.77%) Finance
2 23 (9.79%) Marketing
3 16 (6.81%) Legal
4 15 (6.38%) Aerospace
5 13 (5.53%) Telecoms
6 7 (2.98%) Manufacturing
7 5 (2.13%) Military
8 4 (1.70%) Retail
9 3 (1.28%) Banking
9 3 (1.28%) Electronics
9 3 (1.28%) Games
9 3 (1.28%) Public Sector
10 2 (0.85%) Pharmaceutical
11 1 (0.43%) Avionics
11 1 (0.43%) Back Office
11 1 (0.43%) Local Government
Job Titles
1 65 (27.66%) Analyst
2 51 (21.70%) Data Analyst
3 31 (13.19%) Developer
4 28 (11.91%) Architect
5 21 (8.94%) Consultant
6 20 (8.51%) Solutions Architect
7 16 (6.81%) Data Architect
8 12 (5.11%) Big Data Analyst
8 12 (5.11%) Data Engineer
9 11 (4.68%) Senior Analyst
10 10 (4.26%) Data Manager
10 10 (4.26%) Senior Data Analyst
11 9 (3.83%) Analytics Manager
12 8 (3.40%) Data Consultant
12 8 (3.40%) Data Scientist
13 7 (2.98%) Analytics Consultant
13 7 (2.98%) Data Analytics Consultant
13 7 (2.98%) UI Developer
14 6 (2.55%) Lead DevOps
14 6 (2.55%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 20 (8.51%) Kafka
1 20 (8.51%) Natural Language Processing
2 14 (5.96%) .NET
3 8 (3.40%) REST
4 7 (2.98%) Apache NiFi
4 7 (2.98%) Node.js
5 5 (2.13%) AngularJS
5 5 (2.13%) CSS
5 5 (2.13%) Elastic Stack
5 5 (2.13%) HTML
5 5 (2.13%) React
6 4 (1.70%) ADO
6 4 (1.70%) Velocity
6 4 (1.70%) Web Services
7 3 (1.28%) ZeroMQ
8 2 (0.85%) MDX
8 2 (0.85%) RESTful
8 2 (0.85%) Vue.js
8 2 (0.85%) XML
9 1 (0.43%) JSON
Miscellaneous
1 44 (18.72%) Analytical Skills
2 18 (7.66%) Enterprise Software
3 16 (6.81%) Self-Motivation
4 14 (5.96%) Algorithms
5 9 (3.83%) Management Information System
5 9 (3.83%) Public Cloud
6 8 (3.40%) PMI
6 8 (3.40%) User Experience
7 7 (2.98%) Data Structures
8 5 (2.13%) Analytical Mindset
9 4 (1.70%) Acoustics
10 3 (1.28%) Data Centre
10 3 (1.28%) Fibre Optics
11 2 (0.85%) Cyberthreat
11 2 (0.85%) Mobile App
11 2 (0.85%) Robotics
12 1 (0.43%) e-Health
12 1 (0.43%) NHS
Operating Systems
1 19 (8.09%) Linux
2 13 (5.53%) Windows
3 3 (1.28%) Windows Server
4 1 (0.43%) Mac OS
4 1 (0.43%) Unix
Processes & Methodologies
1 235 (100.00%) Analytics
2 92 (39.15%) Business Intelligence
3 80 (34.04%) Agile Software Development
3 80 (34.04%) Data Analysis
4 61 (25.96%) Machine Learning
5 58 (24.68%) Visualisation
6 49 (20.85%) Technical Leadership
7 44 (18.72%) DevOps
7 44 (18.72%) ETL
8 40 (17.02%) Mathematics
9 37 (15.74%) Data Science
10 35 (14.89%) Artificial Intelligence
11 29 (12.34%) Data Modelling
12 26 (11.06%) Big Data Analytics
13 25 (10.64%) Business Analytics
14 24 (10.21%) Data Management
15 23 (9.79%) Data Extraction
16 22 (9.36%) Business Development
16 22 (9.36%) Problem-Solving
16 22 (9.36%) User Acceptance Testing
Programming Languages
1 120 (51.06%) SQL
2 86 (36.60%) Python
3 28 (11.91%) Java
4 27 (11.49%) JavaScript
5 23 (9.79%) C++
6 21 (8.94%) R
7 19 (8.09%) Data Analysis Expressions (DAX)
8 14 (5.96%) Bash Shell
8 14 (5.96%) C
9 13 (5.53%) MATLAB
10 8 (3.40%) Perl
11 7 (2.98%) C#
11 7 (2.98%) Scala
12 5 (2.13%) T-SQL
13 4 (1.70%) PHP
14 3 (1.28%) PowerShell
14 3 (1.28%) VBScript
15 1 (0.43%) TypeScript
Qualifications
1 90 (38.30%) Degree
2 39 (16.60%) Security Cleared
3 37 (15.74%) SC Cleared
4 15 (6.38%) DV Cleared
5 11 (4.68%) CCNA
5 11 (4.68%) Cisco Certification
6 10 (4.26%) CCNP
6 10 (4.26%) JNCIA
6 10 (4.26%) JNCIP
6 10 (4.26%) JNCIS
7 8 (3.40%) Microsoft Certification
8 7 (2.98%) Computer Science Degree
8 7 (2.98%) Numerate Degree
9 4 (1.70%) CESG Certified Professional
9 4 (1.70%) CISM
9 4 (1.70%) CISSP
9 4 (1.70%) CRISC
9 4 (1.70%) PhD
9 4 (1.70%) PMI Certification
10 2 (0.85%) Master's Degree
Quality Assurance & Compliance
1 23 (9.79%) Data Quality
1 23 (9.79%) QA
2 20 (8.51%) GDPR
3 17 (7.23%) ISO/IEC 27001
4 12 (5.11%) GAAP
5 4 (1.70%) NCSC
5 4 (1.70%) PMBOK
6 2 (0.85%) PCI DSS
6 2 (0.85%) Sarbanes-Oxley
System Software
1 13 (5.53%) Apache ZooKeeper
2 8 (3.40%) Docker
3 3 (1.28%) HDFS
3 3 (1.28%) VMware Infrastructure
Systems Management
1 22 (9.36%) Puppet
2 18 (7.66%) Ansible
3 13 (5.53%) Salt
4 9 (3.83%) Opscode Chef
5 6 (2.55%) Terraform
6 5 (2.13%) Kibana
7 3 (1.28%) SCCM
8 1 (0.43%) Kubernetes
8 1 (0.43%) Nmap
Vendors
1 47 (20.00%) Microsoft
2 37 (15.74%) Oracle
3 36 (15.32%) Tableau
4 23 (9.79%) Alteryx
5 22 (9.36%) Teradata
6 20 (8.51%) Automation Anywhere
6 20 (8.51%) Blue Prism
6 20 (8.51%) Cadence
6 20 (8.51%) UiPath
7 14 (5.96%) SAP
8 12 (5.11%) Databricks
9 10 (4.26%) Juniper
10 7 (2.98%) Google
10 7 (2.98%) Splunk
11 6 (2.55%) Informatica
12 5 (2.13%) Adobe
13 4 (1.70%) CA Agile Central
13 4 (1.70%) Cisco
13 4 (1.70%) HP
13 4 (1.70%) ServiceNow