Period
to 13 December 2018

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 13 December 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
England > South East
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 186 205 238
Rank change year-on-year +19 +33 -8
Permanent jobs citing Data Analysis 485 496 481
As % of all permanent IT jobs advertised in the South East 1.72% 1.59% 1.42%
As % of the Processes & Methodologies category 1.89% 1.77% 1.58%
Number of salaries quoted 405 400 385
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +9.76%
10th Percentile £28,150 £26,250 £27,500
90th Percentile £70,700 £65,000 £63,750
England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -5.26%

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 25,618 28,025 30,382
As % of all permanent IT jobs advertised in the South East 91.00% 89.88% 89.43%
Number of salaries quoted 20,976 23,083 25,216
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,250 £27,000 £27,500
90th Percentile £72,500 £68,750 £68,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 13 December 2018.

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 13 December 2018. 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 +47 256 £47,500 +5.56% 35
Oxfordshire +33 109 £47,500 +5.56% 14
Berkshire +29 109 £52,500 +3.96% 16
Hampshire -4 98 £45,000 +5.88% 12
Surrey +26 93 £47,500 -13.64% 14
Buckinghamshire +24 37 £39,000 -5.45% 5
East Sussex -15 13 £51,248 -2.39% 1
West Sussex -22 9 £62,500 +19.05%
Middlesex +5 7 £40,000 -27.27% 1
Kent +16 6 £35,000 +27.27% 2
Sussex +10 3 £55,000 -
Data Analysis
England

For the 6 months to 13 December 2018, 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.

1 206 (42.47%) SQL
2 129 (26.60%) Agile Software Development
3 126 (25.98%) Business Intelligence
4 112 (23.09%) Data Science
5 105 (21.65%) Analytics
6 101 (20.82%) Analytical Skills
7 99 (20.41%) Degree
8 96 (19.79%) Finance
8 96 (19.79%) Problem-Solving
9 93 (19.18%) C#
10 90 (18.56%) Big Data
10 90 (18.56%) Algorithms
11 83 (17.11%) R
12 82 (16.91%) C++
13 79 (16.29%) Microsoft
14 78 (16.08%) Microsoft Excel
15 77 (15.88%) Data Warehouse
15 77 (15.88%) Mathematics
16 74 (15.26%) Data Modelling
17 73 (15.05%) Machine Learning
17 73 (15.05%) Visualisation
18 70 (14.43%) Project Management
19 67 (13.81%) Git (software)
20 64 (13.20%) Artificial Intelligence
21 63 (12.99%) PhD
21 63 (12.99%) Power BI
22 61 (12.58%) SQL Server
23 60 (12.37%) Relational Database
24 59 (12.16%) JavaScript
25 57 (11.75%) Windows

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 20 (4.12%) Apache Spark
2 15 (3.09%) SharePoint
3 10 (2.06%) Exchange Server 2013
3 10 (2.06%) IIS
4 8 (1.65%) Apache
5 7 (1.44%) Elasticsearch
6 6 (1.24%) SharePoint 2010
6 6 (1.24%) SharePoint 2013
7 4 (0.82%) SAS
8 2 (0.41%) BizTalk Server
8 2 (0.41%) Jupyter
9 1 (0.21%) CMS
Applications
1 78 (16.08%) Microsoft Excel
2 32 (6.60%) GNU Octave
3 19 (3.92%) Microsoft Office
4 15 (3.09%) Microsoft PowerPoint
5 5 (1.03%) Spreadsheet
6 3 (0.62%) Microsoft Project
6 3 (0.62%) Photoshop
7 2 (0.41%) Mathematica
8 1 (0.21%) MS Visio
8 1 (0.21%) Stata
Business Applications
1 13 (2.68%) Dynamics CRM
2 4 (0.82%) Oracle Applications
2 4 (0.82%) Oracle Financials
3 2 (0.41%) Dynamics NAV
4 1 (0.21%) Adobe Campaign
4 1 (0.21%) Eloqua
4 1 (0.21%) Infor SunSystems
4 1 (0.21%) Oracle CRM
4 1 (0.21%) Oracle EBS
4 1 (0.21%) Salesforce.com CRM
4 1 (0.21%) SAP HR
4 1 (0.21%) SAP S/4HANA
4 1 (0.21%) Unica
4 1 (0.21%) Unit4 Business World
Cloud Services
1 40 (8.25%) Microsoft Azure
2 13 (2.68%) Azure Data Factory
2 13 (2.68%) Office 365
3 11 (2.27%) Dynamics 365
4 8 (1.65%) IaaS
5 7 (1.44%) Amazon AWS
5 7 (1.44%) PaaS
5 7 (1.44%) SaaS
6 4 (0.82%) Cloud Computing
6 4 (0.82%) Google Analytics
7 2 (0.41%) Amazon ELB
7 2 (0.41%) Amazon S3
7 2 (0.41%) GitHub
7 2 (0.41%) Slack
7 2 (0.41%) SuccessFactors
8 1 (0.21%) AdWords
8 1 (0.21%) Google Play
8 1 (0.21%) Silverpop
8 1 (0.21%) Trello
8 1 (0.21%) Veeva
Communications & Networking
1 27 (5.57%) Internet
2 8 (1.65%) Wireless
3 5 (1.03%) iBeacon
4 4 (0.82%) DHCP
4 4 (0.82%) DNS
4 4 (0.82%) Firewall
4 4 (0.82%) Intranet
4 4 (0.82%) TCP/IP
5 3 (0.62%) HTTP
6 2 (0.41%) 802.11
6 2 (0.41%) SMS
7 1 (0.21%) VoIP
7 1 (0.21%) Wi-Fi
Database & Business Intelligence
1 90 (18.56%) Big Data
2 77 (15.88%) Data Warehouse
3 63 (12.99%) Power BI
4 61 (12.58%) SQL Server
5 60 (12.37%) Relational Database
6 45 (9.28%) SQL Server Reporting Services
7 29 (5.98%) MySQL
7 29 (5.98%) SQL Server Integration Services
8 26 (5.36%) SQL Server Analysis Services
9 23 (4.74%) Hadoop
10 22 (4.54%) BusinessObjects
11 15 (3.09%) QlikView
12 13 (2.68%) Apache Hive
12 13 (2.68%) Azure SQL Database
13 10 (2.06%) Impala
13 10 (2.06%) Microsoft Analysis Services
13 10 (2.06%) RDBMS
13 10 (2.06%) SQL Server 2008
14 8 (1.65%) Crystal Reports
14 8 (1.65%) PostgreSQL
Development Applications
1 67 (13.81%) Git (software)
2 40 (8.25%) Subversion
3 10 (2.06%) AdminStudio
3 10 (2.06%) MSI
4 9 (1.86%) JIRA
4 9 (1.86%) Visual Studio
5 5 (1.03%) ERwin
6 3 (0.62%) SQL Server Management Studio (SSMS)
6 3 (0.62%) Team Foundation Server
7 2 (0.41%) CMake
7 2 (0.41%) Cucumber
7 2 (0.41%) Jenkins
7 2 (0.41%) Rational Rhapsody
7 2 (0.41%) Selenium
General
1 96 (19.79%) Finance
2 49 (10.10%) Marketing
3 30 (6.19%) Pharmaceutical
4 20 (4.12%) Automotive
5 15 (3.09%) Telecoms
6 12 (2.47%) Retail
7 8 (1.65%) Manufacturing
8 6 (1.24%) Advertising
8 6 (1.24%) Games
8 6 (1.24%) Legal
9 3 (0.62%) Banking
10 2 (0.41%) Back Office
11 1 (0.21%) Billing
11 1 (0.21%) Electronics
11 1 (0.21%) Multimedia
11 1 (0.21%) Publishing
Job Titles
1 142 (29.28%) Analyst
2 83 (17.11%) Developer
3 56 (11.55%) Data Analyst
4 37 (7.63%) Architect
5 34 (7.01%) Data Architect
6 33 (6.80%) Business Analyst
7 29 (5.98%) Data Scientist
8 25 (5.15%) Computer Engineer
8 25 (5.15%) Computer Vision Engineer
9 23 (4.74%) Business Intelligence Analyst
9 23 (4.74%) Project Manager
10 21 (4.33%) Data Engineer
11 18 (3.71%) Business Intelligence Developer
11 18 (3.71%) Graduate
11 18 (3.71%) Software Manager
12 17 (3.51%) Software Developer
12 17 (3.51%) SQL Analyst
13 16 (3.30%) Database Architect
13 16 (3.30%) Software Project Manager
14 15 (3.09%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 50 (10.31%) .NET
2 32 (6.60%) CSS
3 31 (6.39%) HTML
4 27 (5.57%) Web Services
5 24 (4.95%) REST
6 23 (4.74%) jQuery
7 22 (4.54%) ASP.NET
8 18 (3.71%) JSON
9 17 (3.51%) HTML5
10 16 (3.30%) AngularJS
11 15 (3.09%) ASP.NET Web API
12 14 (2.89%) React
12 14 (2.89%) WinForms
12 14 (2.89%) WPF
13 13 (2.68%) PhoneGap
14 10 (2.06%) Software Packaging
15 9 (1.86%) Kafka
16 8 (1.65%) Django
17 6 (1.24%) .NET Framework
18 5 (1.03%) SOAP
Miscellaneous
1 101 (20.82%) Analytical Skills
2 90 (18.56%) Algorithms
3 25 (5.15%) Management Information System
4 21 (4.33%) Self-Motivation
5 20 (4.12%) Reinsurance
6 13 (2.68%) Greenfield Project
7 9 (1.86%) Data Structures
8 8 (1.65%) FMCG
9 7 (1.44%) e-Learning
9 7 (1.44%) PMI
10 6 (1.24%) Driving Licence
11 5 (1.03%) Mobile App
12 4 (0.82%) Clustering
12 4 (0.82%) Replication
12 4 (0.82%) User Experience
12 4 (0.82%) Virtual Team
13 3 (0.62%) Enterprise Software
13 3 (0.62%) Wiki
14 2 (0.41%) Life Science
14 2 (0.41%) Robotics
Operating Systems
1 57 (11.75%) Windows
2 31 (6.39%) Linux
3 27 (5.57%) Unix
4 20 (4.12%) Windows Server
5 11 (2.27%) Windows 10
6 10 (2.06%) Windows 7
6 10 (2.06%) Windows Server 2008
6 10 (2.06%) Windows Server 2012
6 10 (2.06%) Windows XP
7 8 (1.65%) Android
7 8 (1.65%) Apple iOS
8 4 (0.82%) Red Hat Enterprise Linux
9 2 (0.41%) Mac OS
9 2 (0.41%) Ubuntu
Processes & Methodologies
1 129 (26.60%) Agile Software Development
2 126 (25.98%) Business Intelligence
3 112 (23.09%) Data Science
4 105 (21.65%) Analytics
5 96 (19.79%) Problem-Solving
6 77 (15.88%) Mathematics
7 74 (15.26%) Data Modelling
8 73 (15.05%) Machine Learning
8 73 (15.05%) Visualisation
9 70 (14.43%) Project Management
10 64 (13.20%) Artificial Intelligence
11 51 (10.52%) SDLC
12 50 (10.31%) ETL
12 50 (10.31%) Neural Network
13 44 (9.07%) Data Integration
13 44 (9.07%) Image Processing
14 43 (8.87%) Deep Learning
15 41 (8.45%) Computer Vision
16 40 (8.25%) Software Engineering
17 39 (8.04%) Business Analysis
Programming Languages
1 206 (42.47%) SQL
2 93 (19.18%) C#
3 83 (17.11%) R
4 82 (16.91%) C++
5 59 (12.16%) JavaScript
6 56 (11.55%) MATLAB
6 56 (11.55%) Python
7 53 (10.93%) Java
8 37 (7.63%) C
9 29 (5.98%) T-SQL
10 27 (5.57%) PL/SQL
11 21 (4.33%) VB.NET
12 16 (3.30%) PowerShell
13 11 (2.27%) VBA
14 10 (2.06%) VB
14 10 (2.06%) VBScript
15 9 (1.86%) Scala
16 7 (1.44%) Data Analysis Expressions (DAX)
16 7 (1.44%) PHP
17 4 (0.82%) Shell Script
Qualifications
1 99 (20.41%) Degree
2 63 (12.99%) PhD
3 31 (6.39%) Security Cleared
4 25 (5.15%) DV Cleared
5 19 (3.92%) CCNA
5 19 (3.92%) Cisco Certification
6 14 (2.89%) Microsoft Certification
7 13 (2.68%) PMI Certification
7 13 (2.68%) SC Cleared
8 11 (2.27%) Computer Science Degree
9 10 (2.06%) CCNP
9 10 (2.06%) MCSE
9 10 (2.06%) VCP5
9 10 (2.06%) VMware Certified Professional (VCP)
10 8 (1.65%) ISTQB
10 8 (1.65%) JNCIA
11 6 (1.24%) PMP
12 4 (0.82%) ISEB
12 4 (0.82%) ITIL Foundation Certificate
12 4 (0.82%) Postgraduate
Quality Assurance & Compliance
1 16 (3.30%) Data Quality
2 15 (3.09%) QA
3 11 (2.27%) GDPR
4 2 (0.41%) PMBOK
4 2 (0.41%) SLA
5 1 (0.21%) PMO
System Software
1 14 (2.89%) Active Directory
2 12 (2.47%) Docker
3 11 (2.27%) Virtual Machines
3 11 (2.27%) VMware Infrastructure
4 10 (2.06%) Microsoft App-V
5 7 (1.44%) Apache Flume
5 7 (1.44%) HDFS
Systems Management
1 10 (2.06%) SCCM
1 10 (2.06%) WSUS
2 8 (1.65%) Puppet
3 7 (1.44%) Kibana
4 6 (1.24%) Kubernetes
5 4 (0.82%) Microsoft Clustering
6 2 (0.41%) Systems Management Server (SMS)
7 1 (0.21%) Ansible
7 1 (0.21%) HP ALM
7 1 (0.21%) HP Quality Center
7 1 (0.21%) Opscode Chef
Vendors
1 79 (16.29%) Microsoft
2 53 (10.93%) Oracle
3 28 (5.77%) Tableau
4 22 (4.54%) VMware
5 16 (3.30%) SAP
5 16 (3.30%) Xamarin
6 12 (2.47%) Intel
7 11 (2.27%) Sun
8 10 (2.06%) Autodesk
9 7 (1.44%) Atlassian
9 7 (1.44%) Cognos
9 7 (1.44%) Informatica
10 6 (1.24%) Alteryx
10 6 (1.24%) Virgin Media
11 5 (1.03%) Ericsson
11 5 (1.03%) Hortonworks
11 5 (1.03%) JD Edwards
11 5 (1.03%) Nokia
11 5 (1.03%) Nortel
11 5 (1.03%) Sybase