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 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England / South East
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 184 165 214
Rank change year-on-year -19 +49  
Permanent jobs citing Data Analysis 238 357 310
As % of all permanent IT jobs advertised in the South East 1.65% 1.93% 1.45%
As % of the Processes & Methodologies category 1.90% 2.23% 1.68%
Number of salaries quoted 175 292 268
Median salary £42,500 £42,500 £37,722
Median salary % change year-on-year - +12.66%  
90% offered a salary of more than £25,000 £27,500 £27,000
10% offered a salary of more than £62,500 £62,500 £63,250
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12557 16019 18460
As % of all permanent IT job vacancies advertised in the South East 86.81% 86.69% 86.42%
Number of salaries quoted 10374 13429 14775
Median salary £47,500 £46,796 £45,000
Median salary % change year-on-year +1.50% +3.99%  
90% offered a salary of more than £30,500 £31,000 £30,000
10% offered a salary of more than £67,500 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 24 June 2017.

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 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hampshire +26 64 £42,500 +13.33% 10
Surrey -6 46 £55,000 +25.00% 3
Berkshire +5 45 £47,500 +11.76% 4
Buckinghamshire +5 30 £30,500 -7.57% 7
Oxfordshire -22 24 £36,250 -34.09% 5
East Sussex +11 12 £35,379 -29.24%
West Sussex -14 10 £37,000 -3.89% 3
Kent +2 5 £38,000 +8.57% 1
Sussex - 1 - -
Data Analysis
England

For the 6 months to 24 June 2017, IT jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Data Analysis.

1 241 (48.30%) SQL
2 145 (29.06%) Business Intelligence
3 123 (24.65%) Degree
4 103 (20.64%) Python
5 102 (20.44%) Microsoft Excel
6 101 (20.24%) Agile Software Development
7 99 (19.84%) Analytical Skills
8 98 (19.64%) Microsoft
9 95 (19.04%) SQL Server
10 85 (17.03%) Finance
11 81 (16.23%) Data Warehouse
12 71 (14.23%) Analytics
13 70 (14.03%) Oracle
14 69 (13.83%) Mathematics
15 68 (13.63%) Big Data
16 64 (12.83%) SQL Server Reporting Services
17 61 (12.22%) Computer Science
18 58 (11.62%) Marketing
19 56 (11.22%) Project Management
20 51 (10.22%) T-SQL
21 48 (9.62%) Java
22 47 (9.42%) Data Modelling
22 47 (9.42%) ETL
22 47 (9.42%) Statistics
22 47 (9.42%) SQL Server Integration Services
22 47 (9.42%) Retail
23 46 (9.22%) R
24 42 (8.42%) Machine Learning
24 42 (8.42%) PL/SQL
25 41 (8.22%) SAP

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 (5.41%) Apache Spark
2 19 (3.81%) Elasticsearch
3 14 (2.81%) SAS
4 10 (2.00%) SharePoint
5 8 (1.60%) Apache
6 6 (1.20%) Apache Pig
7 4 (0.80%) BizTalk Server
8 3 (0.60%) CMS
9 2 (0.40%) NServiceBus
10 1 (0.20%) Anypoint
10 1 (0.20%) CICS
10 1 (0.20%) WebLogic
10 1 (0.20%) WordPress
Applications
1 102 (20.44%) Microsoft Excel
2 34 (6.81%) Microsoft Office
3 23 (4.61%) Microsoft PowerPoint
4 13 (2.61%) MS Visio
5 4 (0.80%) Microsoft Project
5 4 (0.80%) SPSS
6 3 (0.60%) Spreadsheet
7 2 (0.40%) Mathcad
7 2 (0.40%) Simulink
7 2 (0.40%) SPSS Modeler
8 1 (0.20%) Photoshop
Business Applications
1 9 (1.80%) Dynamics NAV
1 9 (1.80%) SAP Oil and Gas
2 5 (1.00%) FastStats
3 4 (0.80%) Hyperion Planning
4 3 (0.60%) Cognos Business Intelligence
5 2 (0.40%) assyst
5 2 (0.40%) Dynamics CRM
5 2 (0.40%) Oracle EBS
5 2 (0.40%) Oracle EBS R12
5 2 (0.40%) Oracle ERP
5 2 (0.40%) Sage 1000
5 2 (0.40%) SessionCam
6 1 (0.20%) Cognos TM1
6 1 (0.20%) Dynamics AX
6 1 (0.20%) Maximo
6 1 (0.20%) Oracle BPM
6 1 (0.20%) Sage X3
6 1 (0.20%) SAP ERP
6 1 (0.20%) SAP R/3
6 1 (0.20%) Unit4 Business World
Cloud Services
1 29 (5.81%) Amazon AWS
2 25 (5.01%) Microsoft Azure
3 6 (1.20%) Google Analytics
4 5 (1.00%) Cloud Computing
4 5 (1.00%) Google Tag Manager
4 5 (1.00%) SaaS
5 3 (0.60%) AdWords
5 3 (0.60%) IaaS
5 3 (0.60%) Office 365
5 3 (0.60%) PaaS
6 2 (0.40%) Adobe Analytics
7 1 (0.20%) Kissmetrics
Communications & Networking
1 7 (1.40%) Internet
2 4 (0.80%) Cisco IOS
3 3 (0.60%) HTTP
3 3 (0.60%) SSH
3 3 (0.60%) Telnet
4 2 (0.40%) 3G
4 2 (0.40%) 4G
4 2 (0.40%) ASN.1
4 2 (0.40%) Bluetooth
4 2 (0.40%) Extranet
4 2 (0.40%) Intranet
4 2 (0.40%) Radio Access Network
4 2 (0.40%) Wi-Fi
5 1 (0.20%) Cisco ASA
5 1 (0.20%) Cisco Nexus
5 1 (0.20%) DHCP
5 1 (0.20%) DNS
5 1 (0.20%) Firewall
5 1 (0.20%) Skype
5 1 (0.20%) VLAN
Database & Business Intelligence
1 95 (19.04%) SQL Server
2 81 (16.23%) Data Warehouse
3 68 (13.63%) Big Data
4 64 (12.83%) SQL Server Reporting Services
5 47 (9.42%) SQL Server Integration Services
6 39 (7.82%) SQL Server 2008
7 32 (6.41%) SQL Server Analysis Services
8 30 (6.01%) NoSQL
9 29 (5.81%) MySQL
9 29 (5.81%) Relational Database
10 25 (5.01%) Hadoop
11 24 (4.81%) MS Access
12 21 (4.21%) Power BI
13 20 (4.01%) MongoDB
14 19 (3.81%) BusinessObjects
15 18 (3.61%) Data Mining
16 15 (3.01%) PostgreSQL
17 13 (2.61%) RDBMS
18 12 (2.40%) OLAP
19 11 (2.20%) Apache Hive
Development Applications
1 26 (5.21%) JIRA
2 20 (4.01%) Git (software)
3 11 (2.20%) LSMW
4 5 (1.00%) NUnit
5 4 (0.80%) Team Foundation Server
5 4 (0.80%) Visual Studio
6 3 (0.60%) Atlassian Bamboo
6 3 (0.60%) Jenkins
6 3 (0.60%) Octopus Deploy
6 3 (0.60%) SpecFlow
6 3 (0.60%) TeamCity
6 3 (0.60%) Travis CI
7 2 (0.40%) Axure RP
7 2 (0.40%) Moq
8 1 (0.20%) ERwin
8 1 (0.20%) PowerDesigner
8 1 (0.20%) Rational Rose
General
1 85 (17.03%) Finance
2 58 (11.62%) Marketing
3 47 (9.42%) Retail
4 29 (5.81%) Telecoms
5 22 (4.41%) Legal
5 22 (4.41%) Publishing
6 14 (2.81%) Electronics
7 12 (2.40%) Manufacturing
8 11 (2.20%) Banking
9 8 (1.60%) Financial Institution
10 5 (1.00%) Advertising
11 4 (0.80%) Aerospace
11 4 (0.80%) Back Office
11 4 (0.80%) Multimedia
12 3 (0.60%) Games
13 2 (0.40%) Automotive
13 2 (0.40%) Portuguese Language
13 2 (0.40%) Spanish Language
14 1 (0.20%) Front Office
14 1 (0.20%) Pharmaceutical
Job Titles
1 215 (43.09%) Analyst
2 100 (20.04%) Data Analyst
3 81 (16.23%) Developer
4 47 (9.42%) SQL Analyst
5 41 (8.22%) Business Analyst
5 41 (8.22%) Consultant
6 32 (6.41%) Data Scientist
7 30 (6.01%) Python Developer
8 25 (5.01%) Business Intelligence Analyst
9 24 (4.81%) Report Analyst
10 22 (4.41%) Excel Analyst
10 22 (4.41%) SQL Developer
11 21 (4.21%) Junior
12 20 (4.01%) Support Analyst
13 19 (3.81%) Senior Analyst
13 19 (3.81%) SQL Data Analyst
14 17 (3.41%) DBA
15 16 (3.21%) Senior Developer
15 16 (3.21%) SSRS Analyst
15 16 (3.21%) Systems Analyst
Libraries, Frameworks & Software Standards
1 37 (7.41%) Web Services
2 35 (7.01%) HTML
3 34 (6.81%) CSS
4 28 (5.61%) .NET
4 28 (5.61%) XML
5 27 (5.41%) AngularJS
6 17 (3.41%) REST
6 17 (3.41%) SOAP
7 13 (2.61%) Django
7 13 (2.61%) MDX
8 11 (2.20%) HTML5
8 11 (2.20%) jQuery
9 9 (1.80%) Hibernate
9 9 (1.80%) J2EE
9 9 (1.80%) JMS
9 9 (1.80%) Natural Language Processing
9 9 (1.80%) Spring
10 8 (1.60%) OpenGL
10 8 (1.60%) scikit-learn
11 7 (1.40%) Flash
Miscellaneous
1 99 (19.84%) Analytical Skills
2 61 (12.22%) Computer Science
3 40 (8.02%) Algorithms
4 24 (4.81%) Management Information System
5 14 (2.81%) FMCG
5 14 (2.81%) Virtual Team
6 13 (2.61%) User Experience
7 12 (2.40%) Data Structures
7 12 (2.40%) Social Media
8 10 (2.00%) Greenfield Project
9 9 (1.80%) PMI
10 5 (1.00%) Life Science
11 4 (0.80%) Credit Risk
11 4 (0.80%) Cyberthreat
12 3 (0.60%) Data Centre
12 3 (0.60%) Data Protection Act
12 3 (0.60%) Enterprise Software
12 3 (0.60%) Mainframe
12 3 (0.60%) Reinsurance
13 2 (0.40%) CUDA
Operating Systems
1 35 (7.01%) Linux
2 28 (5.61%) Windows
3 13 (2.61%) Unix
4 3 (0.60%) CentOS
4 3 (0.60%) Red Hat Enterprise Linux
5 1 (0.20%) Data ONTAP
5 1 (0.20%) Windows 10
5 1 (0.20%) Windows Server 2003
5 1 (0.20%) Windows Server 2008
Processes & Methodologies
1 145 (29.06%) Business Intelligence
2 101 (20.24%) Agile Software Development
3 71 (14.23%) Analytics
4 69 (13.83%) Mathematics
5 56 (11.22%) Project Management
6 47 (9.42%) Data Modelling
6 47 (9.42%) ETL
6 47 (9.42%) Statistics
7 42 (8.42%) Machine Learning
8 41 (8.22%) Visualisation
9 39 (7.82%) Business Analysis
10 33 (6.61%) ITIL
11 30 (6.01%) Data Management
12 28 (5.61%) Data Analytics
12 28 (5.61%) Migration
12 28 (5.61%) Scrum
12 28 (5.61%) Stakeholder Management
13 27 (5.41%) Mentoring
13 27 (5.41%) PRINCE2
14 26 (5.21%) SDLC
Programming Languages
1 241 (48.30%) SQL
2 103 (20.64%) Python
3 51 (10.22%) T-SQL
4 48 (9.62%) Java
5 46 (9.22%) R
6 42 (8.42%) PL/SQL
7 40 (8.02%) JavaScript
8 37 (7.41%) C#
9 30 (6.01%) MATLAB
10 21 (4.21%) C++
11 19 (3.81%) Ruby
12 18 (3.61%) C
13 17 (3.41%) Perl
13 17 (3.41%) VBA
14 15 (3.01%) PHP
15 13 (2.61%) Shell Script
16 11 (2.20%) ABAP
17 9 (1.80%) Scala
17 9 (1.80%) VB
18 8 (1.60%) Bash Shell
Qualifications
1 123 (24.65%) Degree
2 28 (5.61%) Security Cleared
3 18 (3.61%) PhD
4 15 (3.01%) SC Cleared
5 10 (2.00%) DV Cleared
5 10 (2.00%) Numerate Degree
6 9 (1.80%) PMI Certification
7 8 (1.60%) Master's Degree
8 7 (1.40%) ISEB
9 6 (1.20%) ITIL Foundation Certificate
10 4 (0.80%) Computer Science Degree
10 4 (0.80%) Microsoft Certification
11 3 (0.60%) MCP
12 1 (0.20%) CCNA
12 1 (0.20%) Cisco Certification
12 1 (0.20%) MCITP
12 1 (0.20%) MCSE
12 1 (0.20%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 24 (4.81%) QA
2 20 (4.01%) Data Quality
3 11 (2.20%) SLA
4 4 (0.80%) GDPR
5 3 (0.60%) PCI DSS
6 1 (0.20%) Actionable Recommendations
6 1 (0.20%) Def Stans
6 1 (0.20%) PMO
6 1 (0.20%) Solvency II
System Software
1 10 (2.00%) VMware Infrastructure
2 8 (1.60%) KVM
3 6 (1.20%) Docker
4 3 (0.60%) Terminal Services
5 1 (0.20%) Active Directory
5 1 (0.20%) Apache Flume
5 1 (0.20%) Firmware
5 1 (0.20%) Hyper-V
5 1 (0.20%) XenApp
5 1 (0.20%) XenDesktop
Systems Management
1 4 (0.80%) Kibana
2 3 (0.60%) Kubernetes
2 3 (0.60%) Marathon
3 2 (0.40%) Opscode Chef
3 2 (0.40%) Puppet
4 1 (0.20%) Tivoli
4 1 (0.20%) WSUS
Vendors
1 98 (19.64%) Microsoft
2 70 (14.03%) Oracle
3 41 (8.22%) SAP
4 15 (3.01%) Tableau
5 12 (2.40%) Cognos
6 11 (2.20%) Hyperion
6 11 (2.20%) Teradata
6 11 (2.20%) VMware
7 10 (2.00%) Informatica
7 10 (2.00%) MuleSoft
8 9 (1.80%) Google
8 9 (1.80%) MicroStrategy
9 8 (1.60%) Percona
9 8 (1.60%) ServiceNow
10 5 (1.00%) Cisco
10 5 (1.00%) IBM
11 4 (0.80%) Salesforce.com
12 3 (0.60%) EMC
12 3 (0.60%) RedPrairie
12 3 (0.60%) Sage
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum
Posted: Yesterday
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £22000 - £28000 per annum
Posted: Yesterday
Marlow, Buckinghamshire
Crimson Ltd
Salary: £35000 - £40000 per annum
Posted: 3 days ago
Andover, Hampshire
Greywood Associates Limited
Salary: £17000 - £25000 per annum + Benefits
Posted: Yesterday
Chichester, West Sussex
Staff Finda ltd
Salary: £40000 - £50000
Posted: 5 days ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £70,000 per annum + benefits like Training, Healthcare coverage
Posted: Yesterday
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £38000 - £45000 per annum + Benefits
Posted: 2 days ago
Portsmouth, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £60000 per annum + bonus, pension medical etc
Posted: 23 hours ago
Oxford, Oxfordshire
Net Recruit.co.uk Ltd
Salary: £31,000 - £42,000 DOE
Posted: 2 days ago
Crawley, West Sussex
Comtecs
Salary: £65000 - £70000 Per Annum + Bonus + Excellent Benefits
Posted: 2 days ago
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £60000.00 - £65000.00 per annum
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Rullion
Posted: 4 days ago
Reading, Berkshire
Uniting Ambition
Salary: £40k - 50k per year
Posted: 4 days ago
Hook, Hampshire
Net Talent
Posted: 4 days ago
Milton Keynes, Buckinghamshire
The SmartList
Posted: 3 days ago
Kidlington, Oxfordshire
Bluetownonline
Salary: £28000 - £35000 per annum
Posted: 4 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 3 days ago
South East
Schroders plc
Posted: 8 days ago
Maidenhead, Berkshire
Maersk Line
Posted: 15 days ago
Oxford, Oxfordshire
Recruitment Genius
Posted: 14 days ago
Reigate, Surrey
Clearwater People Solutions Ltd
Posted: 10 days ago
Woking
Bluetown Online LTD
Salary: £34000 per annum
Posted: 8 days ago
West Sussex
People Source Consulting
Salary: £50000 - £55000 per annum + pension, health care, bonus
Posted: 12 days ago
Milton Keynes
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £50000.00 per annum
Posted: 22 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £28000 - £35000 per annum
Posted: 4 days ago
South East
Vivid Resourcing Ltd
Posted: 19 hours ago
South East England
Hays London City Cheapside
Salary: £60000 - £65000 per annum + Benefits
Posted: 10 days ago
Fareham
Spectrum IT
Salary: £40000 - £45000 per annum
Posted: 15 days ago
Fareham
Spectrum IT
Posted: 25 days ago
Havant
Spectrum IT
Salary: £50000 - £60000 per annum + 25
Posted: 25 days ago