Period
to 22 March 2019

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 22 March 2019 with a comparison to the same period in the previous 2 years.

Data Analysis
England > South East
6 months to
22 Mar 2019
Same period 2018 Same period 2017
Rank 172 171 205
Rank change year-on-year -1 +34 +7
Permanent jobs citing Data Analysis 487 606 497
As % of all permanent IT jobs advertised in the South East 1.82% 1.93% 1.62%
As % of the Processes & Methodologies category 1.99% 2.14% 1.82%
Number of salaries quoted 389 490 381
South East median annual salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26% +15.85%
10th Percentile £26,750 £27,500 £26,500
90th Percentile £60,000 £67,500 £65,000
England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

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 24,433 28,303 27,252
As % of all permanent IT jobs advertised in the South East 91.36% 90.12% 88.92%
Number of salaries quoted 19,989 23,377 22,393
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,000 £27,500 £27,000
90th Percentile £73,750 £70,000 £68,750
England median annual salary £52,500 £50,000 £49,155
% change year-on-year +5.00% +1.72% +3.48%

Data Analysis
Job Vacancy Trend in the South East

Job postings citing Data Analysis as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Data Analysis in the South East over the 6 months to 22 March 2019.

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 22 March 2019. 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 +4 210 £45,000 -8.16% 7
Oxfordshire +28 128 £45,000 -14.29% 4
Hampshire -16 128 £45,000 +5.88% 7
Surrey +18 83 £45,000 -10.00% 6
Berkshire -24 56 £42,500 -11.92% 3
Buckinghamshire +13 25 £34,000 -20.00%
West Sussex -26 25 £50,000 - 2
East Sussex 0 16 £37,000 -26.00% 1
Kent +16 15 £31,250 +13.64%
Middlesex - 4 £40,000 - 1
Sussex - 4 £60,000 -
Data Analysis
England

For the 6 months to 22 March 2019, 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.

1 173 (35.52%) SQL
2 170 (34.91%) Data Science
3 152 (31.21%) Analytics
4 148 (30.39%) Mathematics
5 130 (26.69%) Algorithms
6 124 (25.46%) Problem-Solving
7 110 (22.59%) PhD
8 108 (22.18%) Analytical Skills
9 107 (21.97%) Degree
10 105 (21.56%) R
11 104 (21.36%) Business Intelligence
12 101 (20.74%) Microsoft
13 100 (20.53%) Agile Software Development
14 99 (20.33%) MATLAB
15 94 (19.30%) Java
16 92 (18.89%) C#
17 91 (18.69%) C++
18 89 (18.28%) Python
19 85 (17.45%) Big Data
20 73 (14.99%) Machine Learning
21 72 (14.78%) Pharmaceutical
22 69 (14.17%) Microsoft Excel
23 65 (13.35%) Project Management
24 64 (13.14%) .NET
24 64 (13.14%) Software Engineering
25 63 (12.94%) SQL Server
26 58 (11.91%) Computer Science
27 57 (11.70%) Visualisation
28 56 (11.50%) JavaScript
28 56 (11.50%) Finance

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 (5.54%) SharePoint
2 18 (3.70%) BizTalk Server
3 17 (3.49%) Apache Spark
4 16 (3.29%) SAS
5 8 (1.64%) Apache
6 6 (1.23%) SharePoint 2010
6 6 (1.23%) SharePoint 2013
7 2 (0.41%) IIS
7 2 (0.41%) WordPress
8 1 (0.21%) Apache Airflow
8 1 (0.21%) Apache Pig
8 1 (0.21%) Apache Solr
8 1 (0.21%) Elasticsearch
8 1 (0.21%) Luigi
Applications
1 69 (14.17%) Microsoft Excel
2 29 (5.95%) Microsoft Office
3 21 (4.31%) GNU Octave
4 11 (2.26%) Microsoft PowerPoint
5 3 (0.62%) Photoshop
5 3 (0.62%) Spreadsheet
5 3 (0.62%) SPSS
5 3 (0.62%) SPSS Modeler
5 3 (0.62%) Stata
6 1 (0.21%) Microsoft Project
6 1 (0.21%) Weka
Business Applications
1 5 (1.03%) Dynamics CRM
2 2 (0.41%) Dynamics NAV
3 1 (0.21%) Infor SunSystems
3 1 (0.21%) Oracle CRM
3 1 (0.21%) Salesforce.com CRM
3 1 (0.21%) SAP CRM
3 1 (0.21%) Unit4 Business World
Cloud Services
1 48 (9.86%) Microsoft Azure
2 18 (3.70%) Amazon AWS
3 12 (2.46%) Office 365
4 11 (2.26%) SaaS
5 9 (1.85%) Azure Data Factory
6 8 (1.64%) PaaS
7 5 (1.03%) Cloud Computing
8 3 (0.62%) IaaS
9 2 (0.41%) AdWords
9 2 (0.41%) Amazon EC2
9 2 (0.41%) Amazon EMR
9 2 (0.41%) Amazon Kinesis
9 2 (0.41%) AWS CloudFormation
9 2 (0.41%) Dynamics 365
9 2 (0.41%) GitHub
9 2 (0.41%) Google Analytics
10 1 (0.21%) Amazon S3
10 1 (0.21%) Amazon SQS
10 1 (0.21%) Google Play
10 1 (0.21%) iTunes
Communications & Networking
1 8 (1.64%) Internet
2 6 (1.23%) FTP
3 5 (1.03%) Intranet
3 5 (1.03%) TCP/IP
3 5 (1.03%) Wireless
4 3 (0.62%) HTTP
5 2 (0.41%) 802.11
5 2 (0.41%) iBeacon
6 1 (0.21%) GPRS
6 1 (0.21%) GSM
6 1 (0.21%) MQTT
6 1 (0.21%) UMTS
Database & Business Intelligence
1 85 (17.45%) Big Data
2 63 (12.94%) SQL Server
3 43 (8.83%) Data Warehouse
3 43 (8.83%) Power BI
4 41 (8.42%) SQL Server Reporting Services
5 31 (6.37%) SQL Server Integration Services
6 30 (6.16%) Hadoop
7 28 (5.75%) Relational Database
8 24 (4.93%) SQL Server Analysis Services
9 16 (3.29%) MySQL
10 15 (3.08%) BusinessObjects
10 15 (3.08%) OLAP
11 12 (2.46%) Data Mining
11 12 (2.46%) HBase
12 10 (2.05%) GIS
13 9 (1.85%) Apache Hive
13 9 (1.85%) Microsoft Analysis Services
14 8 (1.64%) Crystal Reports
14 8 (1.64%) Oracle Database
14 8 (1.64%) Spatial Data
Development Applications
1 54 (11.09%) Git (software)
2 35 (7.19%) Subversion
3 8 (1.64%) Team Foundation Server
4 7 (1.44%) AdminStudio
4 7 (1.44%) Jenkins
4 7 (1.44%) JIRA
4 7 (1.44%) MSI
5 4 (0.82%) Visual Studio
6 3 (0.62%) ERwin
7 2 (0.41%) Cucumber
7 2 (0.41%) Rational Rhapsody
7 2 (0.41%) Selenium
8 1 (0.21%) CMake
8 1 (0.21%) ER Studio
8 1 (0.21%) Maven
8 1 (0.21%) Oracle Forms
8 1 (0.21%) SQL Server Management Studio (SSMS)
8 1 (0.21%) Toad
General
1 72 (14.78%) Pharmaceutical
2 56 (11.50%) Finance
3 33 (6.78%) Marketing
4 13 (2.67%) Retail
5 12 (2.46%) Telecoms
6 10 (2.05%) Manufacturing
7 9 (1.85%) Legal
8 5 (1.03%) Banking
9 4 (0.82%) Automotive
9 4 (0.82%) Back Office
10 3 (0.62%) Publishing
11 2 (0.41%) Aerospace
11 2 (0.41%) Korean Language
12 1 (0.21%) Advertising
12 1 (0.21%) Games
12 1 (0.21%) Multimedia
Job Titles
1 139 (28.54%) Analyst
2 90 (18.48%) Developer
3 51 (10.47%) Data Scientist
4 46 (9.45%) Data Analyst
5 35 (7.19%) Project Manager
6 33 (6.78%) Graduate
7 31 (6.37%) Software Developer
8 29 (5.95%) Computer Engineer
8 29 (5.95%) Computer Vision Engineer
9 25 (5.13%) Support Analyst
10 21 (4.31%) Consultant
11 19 (3.90%) SQL Analyst
12 18 (3.70%) Architect
12 18 (3.70%) JavaScript Developer
12 18 (3.70%) Junior
12 18 (3.70%) Scientific Software Developer
13 17 (3.49%) Data Engineer
13 17 (3.49%) Test Engineer
14 16 (3.29%) Applications Support
14 16 (3.29%) Business Analyst
Libraries, Frameworks & Software Standards
1 64 (13.14%) .NET
2 24 (4.93%) Web Services
3 22 (4.52%) AngularJS
4 20 (4.11%) HTML
4 20 (4.11%) React
5 18 (3.70%) Kafka
6 17 (3.49%) CSS
6 17 (3.49%) XML
7 11 (2.26%) ASP.NET
7 11 (2.26%) jQuery
7 11 (2.26%) JSON
8 10 (2.05%) Apache NiFi
9 9 (1.85%) REST
10 7 (1.44%) MDX
10 7 (1.44%) Software Packaging
11 6 (1.23%) D3.js
12 5 (1.03%) HTML5
12 5 (1.03%) SOAP
13 4 (0.82%) CakePHP
13 4 (0.82%) Symfony
Miscellaneous
1 130 (26.69%) Algorithms
2 108 (22.18%) Analytical Skills
3 41 (8.42%) Management Information System
4 29 (5.95%) Self-Motivation
5 21 (4.31%) PMI
6 16 (3.29%) e-Learning
7 12 (2.46%) Data Structures
8 11 (2.26%) Reinsurance
9 9 (1.85%) EPoS
10 6 (1.23%) Client/Server
11 5 (1.03%) Analytical Mindset
11 5 (1.03%) Mobile App
12 4 (0.82%) Driving Licence
12 4 (0.82%) Greenfield Project
13 3 (0.62%) Clustering
13 3 (0.62%) FMCG
13 3 (0.62%) Reference Data
13 3 (0.62%) Replication
13 3 (0.62%) User Experience
14 2 (0.41%) Fixed Income
Operating Systems
1 30 (6.16%) Windows
2 22 (4.52%) Linux
3 12 (2.46%) Unix
4 11 (2.26%) Windows Server
5 10 (2.05%) Windows 10
6 7 (1.44%) Windows 7
6 7 (1.44%) Windows XP
7 5 (1.03%) Android
7 5 (1.03%) Apple iOS
8 3 (0.62%) Red Hat Enterprise Linux
9 2 (0.41%) Windows Server 2012
10 1 (0.21%) Mac OS
Processes & Methodologies
1 170 (34.91%) Data Science
2 152 (31.21%) Analytics
3 148 (30.39%) Mathematics
4 124 (25.46%) Problem-Solving
5 104 (21.36%) Business Intelligence
6 100 (20.53%) Agile Software Development
7 73 (14.99%) Machine Learning
8 65 (13.35%) Project Management
9 64 (13.14%) Software Engineering
10 58 (11.91%) Computer Science
11 57 (11.70%) Visualisation
12 53 (10.88%) Physics
13 51 (10.47%) Data Modelling
13 51 (10.47%) Mathematical Modelling
14 49 (10.06%) Artificial Intelligence
14 49 (10.06%) ETL
15 41 (8.42%) Data Analytics
16 38 (7.80%) Deep Learning
17 36 (7.39%) Neural Network
17 36 (7.39%) Waterfall
Programming Languages
1 173 (35.52%) SQL
2 105 (21.56%) R
3 99 (20.33%) MATLAB
4 94 (19.30%) Java
5 92 (18.89%) C#
6 91 (18.69%) C++
7 89 (18.28%) Python
8 56 (11.50%) JavaScript
9 49 (10.06%) C
10 16 (3.29%) T-SQL
11 15 (3.08%) PowerShell
12 13 (2.67%) VBA
13 12 (2.46%) PL/SQL
13 12 (2.46%) Scala
14 9 (1.85%) Data Analysis Expressions (DAX)
14 9 (1.85%) VB
15 8 (1.64%) PHP
16 7 (1.44%) VBScript
17 6 (1.23%) Perl
17 6 (1.23%) RPG
Qualifications
1 110 (22.59%) PhD
2 107 (21.97%) Degree
3 45 (9.24%) Security Cleared
4 21 (4.31%) PMI Certification
5 19 (3.90%) CCNA
5 19 (3.90%) Cisco Certification
6 15 (3.08%) ISTQB
6 15 (3.08%) SC Cleared
7 14 (2.87%) JNCIA
8 12 (2.46%) DV Cleared
9 10 (2.05%) Numerate Degree
10 8 (1.64%) Computer Science Degree
10 8 (1.64%) Microsoft Certification
11 5 (1.03%) HND
11 5 (1.03%) ITIL Certification
11 5 (1.03%) Master's Degree
12 3 (0.62%) VCP6
12 3 (0.62%) VMware Certified Professional (VCP)
13 2 (0.41%) IIBA
13 2 (0.41%) MCITP
Quality Assurance & Compliance
1 26 (5.34%) Data Quality
2 24 (4.93%) GDPR
3 10 (2.05%) SLA
4 9 (1.85%) QA
5 1 (0.21%) PMO
System Software
1 12 (2.46%) VMware Infrastructure
2 9 (1.85%) Active Directory
3 7 (1.44%) Microsoft App-V
4 6 (1.23%) Docker
5 4 (0.82%) Apache Flume
6 1 (0.21%) HDFS
Systems Management
1 7 (1.44%) SCCM
1 7 (1.44%) WSUS
2 5 (1.03%) Control-M
2 5 (1.03%) Kubernetes
2 5 (1.03%) Nagios
3 3 (0.62%) Microsoft Clustering
4 2 (0.41%) Terraform
5 1 (0.21%) Ansible
5 1 (0.21%) HP ALM
5 1 (0.21%) HP Quality Center
5 1 (0.21%) Opscode Chef
5 1 (0.21%) Puppet
Vendors
1 101 (20.74%) Microsoft
2 29 (5.95%) Oracle
3 16 (3.29%) Tableau
4 13 (2.67%) Virgin Media
5 12 (2.46%) VMware
6 9 (1.85%) Informatica
6 9 (1.85%) SAP
7 7 (1.44%) Autodesk
8 6 (1.23%) Ericsson
8 6 (1.23%) Salesforce.com
8 6 (1.23%) Teradata
9 5 (1.03%) CA
9 5 (1.03%) Google
9 5 (1.03%) Huawei
9 5 (1.03%) Nokia
9 5 (1.03%) Nortel
9 5 (1.03%) Remedy
9 5 (1.03%) SolarWinds
9 5 (1.03%) Splunk
9 5 (1.03%) Vertica