The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 167 211 217
Rank change year-on-year
+44 +6
Permanent jobs citing Data Analysis 350 311 311
As % of all permanent IT jobs located in the South East 1.90% 1.48% 1.33%
As % of the Processes & Methodologies category 2.22% 1.73% 1.59%
Number of salaries quoted 286 267 269
Median salary £42,500 £38,361 £42,000
Median salary % change year-on-year
+10.79% -8.66%
90% offered a salary of more than £27,500 £27,000 £28,000
10% offered a salary of more than £62,500 £60,750 £57,500
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Data Analysis
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
15735 17948 19565
As % of all permanent IT jobs located in the South East 85.46% 85.31% 83.40%
Number of salaries quoted 13227 14385 15626
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £68,000 £65,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend 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 across the South East region.

Data Analysis Salary Trend in the South East

Data Analysis
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Data Analysis across the South East region over the 3 months to 27 June 2016.

Data Analysis Salary Histogram 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 27 June 2016. 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
(Click see detailed
statistics and trends)
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
Surrey +42 82 £44,000 +17.33% 4
Berkshire +29 71 £42,500 +6.25% 7
Oxfordshire +37 63 £55,000 +51.26% 4
Hampshire -2 52 £37,500 -6.25% 9
West Sussex -5 31 £38,500 -23.00%
Buckinghamshire +14 24 £33,000 -17.50% 4
Kent -30 13 £40,000 +23.07%
East Sussex +12 12 £50,000 -37.50%
Middlesex +8 2 £30,000 -11.11%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South East

For the 6 months to 27 June 2016, 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.

1 285 (44.05%) SQL
2 180 (27.82%) Finance
3 178 (27.51%) Business Intelligence
4 173 (26.74%) Analytical Skills
5 147 (22.72%) Degree
6 135 (20.87%) Microsoft
7 124 (19.17%) Oracle
8 118 (18.24%) MS Excel
9 115 (17.77%) Data Modelling
10 103 (15.92%) Agile Software Development
11 89 (13.76%) SQL Server
12 84 (12.98%) Java
13 82 (12.67%) Python
14 79 (12.21%) Big Data
15 77 (11.90%) Project Management
16 73 (11.28%) Analytics
17 72 (11.13%) Management Information System
18 67 (10.36%) Algorithms
19 65 (10.05%) Data Warehouse
20 58 (8.96%) Business Analysis
21 57 (8.81%) Computer Science
21 57 (8.81%) ETL
22 56 (8.66%) Marketing
23 55 (8.50%) T-SQL
24 54 (8.35%) PL/SQL
25 53 (8.19%) Linux
26 52 (8.04%) SAP
27 51 (7.88%) MS Office
27 51 (7.88%) Software Engineering
27 51 (7.88%) Data Management

Data Analysis
Top Related 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 45 (6.96%) SAS
2 13 (2.01%) Apache Pig
2 13 (2.01%) JBoss
3 10 (1.55%) CMS
4 8 (1.24%) Apache
4 8 (1.24%) Confluence
5 7 (1.08%) Apache Spark
5 7 (1.08%) Elasticsearch
6 5 (0.77%) SharePoint
7 1 (0.15%) IPython
7 1 (0.15%) MS Exchange
Applications
1 118 (18.24%) MS Excel
2 51 (7.88%) MS Office
3 34 (5.26%) MS PowerPoint
4 15 (2.32%) MS Visio
5 11 (1.70%) MS Project
6 5 (0.77%) SPSS
7 2 (0.31%) Simulink
Business Applications
1 31 (4.79%) Oracle EBS
2 19 (2.94%) Oracle Applications
2 19 (2.94%) Oracle Financials
3 10 (1.55%) Salesforce.com CRM
4 7 (1.08%) Oracle EBS R12
4 7 (1.08%) SAP Oil and Gas
5 5 (0.77%) Cognos Business Intelligence
5 5 (0.77%) Oracle Procure-to-Pay
6 4 (0.62%) Dynamics CRM
6 4 (0.62%) SAP Business One
6 4 (0.62%) SAP MDM
7 3 (0.46%) SAP PM
8 2 (0.31%) HFM
8 2 (0.31%) Hyperion Planning
8 2 (0.31%) SAP CO
8 2 (0.31%) SAP FI
8 2 (0.31%) SAP FI/CO
8 2 (0.31%) SAP MM
8 2 (0.31%) SAP SD
8 2 (0.31%) Tesseract
Cloud Services
1 8 (1.24%) Taleo
2 5 (0.77%) SaaS
3 4 (0.62%) Cloud Computing
3 4 (0.62%) Microsoft Azure
4 3 (0.46%) Google Analytics
5 1 (0.15%) Amazon AWS
5 1 (0.15%) SuccessFactors
Communications & Networking
1 16 (2.47%) LAN
2 15 (2.32%) WAN
3 7 (1.08%) Firewall
3 7 (1.08%) Network Security
3 7 (1.08%) SMS
4 6 (0.93%) Wi-Fi
5 4 (0.62%) Intrusion Detection
5 4 (0.62%) TCP/IP
5 4 (0.62%) Wireless
5 4 (0.62%) Wireless Security
6 3 (0.46%) Internet
6 3 (0.46%) VoIP
7 2 (0.31%) Intranet
8 1 (0.15%) 3G
8 1 (0.15%) 4G
8 1 (0.15%) Bluetooth
8 1 (0.15%) SAN
8 1 (0.15%) VPN
Database & Business Intelligence
1 89 (13.76%) SQL Server
2 79 (12.21%) Big Data
3 65 (10.05%) Data Warehouse
4 37 (5.72%) SQL Server Reporting Services
5 35 (5.41%) Hadoop
6 25 (3.86%) MS Access
7 24 (3.71%) Cognos Report Studio
7 24 (3.71%) Relational Database
8 23 (3.55%) Cognos Framework Manager
8 23 (3.55%) NoSQL
9 22 (3.40%) Oracle Reports
10 21 (3.25%) SQL Server Integration Services
11 20 (3.09%) Data Mining
12 19 (2.94%) Oracle Discoverer
13 17 (2.63%) Base SAS
14 16 (2.47%) BusinessObjects
14 16 (2.47%) RDBMS
14 16 (2.47%) SQL Server Analysis Services
15 15 (2.32%) MySQL
15 15 (2.32%) PostgreSQL
Development Applications
1 21 (3.25%) JIRA
2 19 (2.94%) Oracle Forms
3 15 (2.32%) Talend Open Studio
4 14 (2.16%) Git (software)
5 12 (1.85%) ERwin
5 12 (1.85%) Subversion
6 7 (1.08%) Selenium
7 6 (0.93%) Jenkins
7 6 (0.93%) Team Foundation Server
8 5 (0.77%) Maven
8 5 (0.77%) Visual Studio
9 4 (0.62%) Atlassian Bamboo
9 4 (0.62%) Gradle
9 4 (0.62%) Toad
10 3 (0.46%) Eclipse
11 2 (0.31%) Mercurial
11 2 (0.31%) SQL Server Management Studio (SSMS)
12 1 (0.15%) Dreamweaver
12 1 (0.15%) Hudson
12 1 (0.15%) PHPUnit
General
1 180 (27.82%) Finance
2 56 (8.66%) Marketing
3 29 (4.48%) Retail
3 29 (4.48%) Telecoms
4 28 (4.33%) Aerospace
5 16 (2.47%) Publishing
6 13 (2.01%) Military
7 12 (1.85%) Billing
8 10 (1.55%) Banking
9 9 (1.39%) Automotive
9 9 (1.39%) Manufacturing
10 7 (1.08%) Avionics
11 6 (0.93%) Pharmaceutical
12 5 (0.77%) Electronics
13 3 (0.46%) Law
14 2 (0.31%) Advertising
14 2 (0.31%) Games
14 2 (0.31%) Korean Language
14 2 (0.31%) Legal
15 1 (0.15%) Dutch Language
Job Titles
1 292 (45.13%) Analyst
2 168 (25.97%) Developer
3 116 (17.93%) Data Analyst
4 69 (10.66%) Business Analyst
5 47 (7.26%) SQL Analyst
6 46 (7.11%) Architect
7 44 (6.80%) Oracle Analyst
8 34 (5.26%) Data Architect
9 30 (4.64%) SQL Data Analyst
9 30 (4.64%) Systems Analyst
10 29 (4.48%) Junior
10 29 (4.48%) Senior Analyst
11 27 (4.17%) Analyst Developer
11 27 (4.17%) Business Intelligence Developer
11 27 (4.17%) SQL Developer
12 25 (3.86%) Excel Analyst
12 25 (3.86%) Junior Developer
12 25 (3.86%) Senior Developer
13 24 (3.71%) Oracle Developer
14 23 (3.55%) Cognos Developer
Libraries, Frameworks & Software Standards
1 40 (6.18%) XML
2 36 (5.56%) Natural Language Processing
3 35 (5.41%) .NET
4 20 (3.09%) CSS
5 19 (2.94%) HTML
6 17 (2.63%) Web Services
7 14 (2.16%) REST
8 11 (1.70%) AngularJS
9 9 (1.39%) jQuery
9 9 (1.39%) Pandas
10 8 (1.24%) MDX
10 8 (1.24%) NumPy
11 6 (0.93%) .NET Framework
11 6 (0.93%) ASP.NET
11 6 (0.93%) Cascading
11 6 (0.93%) Kafka
11 6 (0.93%) SOAP
12 5 (0.77%) Django
12 5 (0.77%) Entity Framework
12 5 (0.77%) OpenGL
Miscellaneous
1 173 (26.74%) Analytical Skills
2 72 (11.13%) Management Information System
3 67 (10.36%) Algorithms
4 57 (8.81%) Computer Science
5 43 (6.65%) Mathematics
6 42 (6.49%) Data Structures
7 31 (4.79%) Statistics
8 24 (3.71%) Mobile App
9 20 (3.09%) Visualisation
10 19 (2.94%) Client/Server
11 17 (2.63%) Data Extraction
12 16 (2.47%) Hedge funds
13 12 (1.85%) Cybercrime
13 12 (1.85%) Smart Meter
14 10 (1.55%) Enterprise Software
14 10 (1.55%) Physics
15 9 (1.39%) Semantic Web
16 7 (1.08%) Artificial Intelligence
16 7 (1.08%) Driving Licence
16 7 (1.08%) Neural Network
Operating Systems
1 53 (8.19%) Linux
2 39 (6.03%) Windows
3 34 (5.26%) Unix
4 19 (2.94%) Solaris
5 3 (0.46%) VxWorks
6 2 (0.31%) Android
6 2 (0.31%) Apple iOS
6 2 (0.31%) Windows Server
6 2 (0.31%) Windows Server 2008
6 2 (0.31%) Windows Server 2012
7 1 (0.15%) Debian
7 1 (0.15%) Mac OS X
Processes & Methodologies
1 178 (27.51%) Business Intelligence
2 115 (17.77%) Data Modelling
3 103 (15.92%) Agile Software Development
4 77 (11.90%) Project Management
5 73 (11.28%) Analytics
6 58 (8.96%) Business Analysis
7 57 (8.81%) ETL
8 51 (7.88%) Data Management
8 51 (7.88%) Software Engineering
9 50 (7.73%) Data Mapping
10 44 (6.80%) Waterfall
11 43 (6.65%) Validation
12 42 (6.49%) CRM
13 41 (6.34%) Migration
14 38 (5.87%) Data Analytics
15 34 (5.26%) Machine Learning
15 34 (5.26%) User Acceptance Testing
16 32 (4.95%) System Testing
17 31 (4.79%) ITIL
18 29 (4.48%) Requirements Analysis
Programming Languages
1 285 (44.05%) SQL
2 84 (12.98%) Java
3 82 (12.67%) Python
4 55 (8.50%) T-SQL
5 54 (8.35%) PL/SQL
6 45 (6.96%) C#
6 45 (6.96%) C++
7 31 (4.79%) R
8 25 (3.86%) VBA
9 24 (3.71%) MATLAB
10 21 (3.25%) C
10 21 (3.25%) JavaScript
11 11 (1.70%) Shell Script
12 9 (1.39%) Perl
13 7 (1.08%) PHP
14 5 (0.77%) Ruby
15 4 (0.62%) Scala
16 3 (0.46%) Assembly Language
17 2 (0.31%) COBOL
17 2 (0.31%) Embedded C
Qualifications
1 147 (22.72%) Degree
2 43 (6.65%) Security Cleared
3 31 (4.79%) SC Cleared
4 8 (1.24%) Microsoft Certification
5 6 (0.93%) PMI Certification
5 6 (0.93%) PMP
6 5 (0.77%) Cisco Certification
6 5 (0.77%) JNCIA
7 4 (0.62%) CCNP
7 4 (0.62%) ISEB
7 4 (0.62%) PRINCE2 Practitioner
8 3 (0.46%) CCNA
8 3 (0.46%) DV Cleared
8 3 (0.46%) HNC
8 3 (0.46%) HND
8 3 (0.46%) PhD
9 2 (0.31%) CISA
9 2 (0.31%) CISSP
9 2 (0.31%) MCDBA
9 2 (0.31%) SAS Certification
Quality Assurance & Compliance
1 25 (3.86%) QA
2 23 (3.55%) Data Quality
2 23 (3.55%) SLA
3 4 (0.62%) ISO19770
4 2 (0.31%) ISO/IEC 27001
4 2 (0.31%) PCI DSS
5 1 (0.15%) Def Stans
5 1 (0.15%) P3O
System Software
1 5 (0.77%) Active Directory
1 5 (0.77%) Firmware
2 2 (0.31%) Oracle RAC
2 2 (0.31%) Veritas Cluster Server
3 1 (0.15%) Apache Flume
3 1 (0.15%) Virtual Machines
Systems Management
1 8 (1.24%) EnCase
2 5 (0.77%) Kibana
3 4 (0.62%) logstash
4 3 (0.46%) Nessus
5 2 (0.31%) Cisco Prime
5 2 (0.31%) Oozie
5 2 (0.31%) SCCM
5 2 (0.31%) SCOM
Vendors
1 135 (20.87%) Microsoft
2 124 (19.17%) Oracle
3 52 (8.04%) SAP
4 33 (5.10%) Cognos
5 24 (3.71%) Informatica
6 21 (3.25%) Splunk
7 15 (2.32%) Progress
7 15 (2.32%) Talend
8 14 (2.16%) Salesforce.com
9 11 (1.70%) Cisco
10 10 (1.55%) IBM
11 9 (1.39%) Remedy
11 9 (1.39%) Tableau
12 8 (1.24%) ArcSight
12 8 (1.24%) Fortinet
12 8 (1.24%) Siebel
12 8 (1.24%) Teradata
12 8 (1.24%) Trend Micro
13 7 (1.08%) Intel
13 7 (1.08%) Intel Security
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £17,000 to £19,000 per annum + 25 days Holiday + Great career pro
Posted: 6 hours ago
Oxford, Oxfordshire
Verticality Ltd
Salary: £25000 - £32000 per annum, Benefits Benefits
Posted: 5 hours ago
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £35,000 to £50,000 per annum + 25 days Holiday + Great career pro
Posted: 6 hours ago
Reading, Berkshire
Sanderson
Salary: £55000 - £65000 per annum + bonus + benefits
Posted: 2 hours ago
Newbury, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £20000 - £32500 per annum
Posted: 5 days ago
Hampshire
Austin Fraser
Salary: £28000.00 - £32000.00 per annum + Exceptional Benefits
Posted: 5 days ago
Hampshire
Austin Fraser
Salary: £28000 - £32000 per annum + Excellent Benefits
Posted: 5 days ago
Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Pension
Posted: 5 days ago
Reigate, Surrey
ARC IT Recruitment Ltd
Salary: Up to £46K plus bonus plus bens
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £28000 - £38000 per annum + Benefits
Posted: 6 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £65,000 per annum + comprehensive benefits package
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Oxford, Oxfordshire
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Salary: £68,000 per annum + comprehensive benefits package
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Newbury
Spectrum IT
Salary: £20000 - £25000 per annum + Benefits
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Abingdon, Oxfordshire
RM plc
Salary: £70000 - £85000 per annum
Posted: 4 days ago
Gosport, Hampshire
Real Time Recruitment Solutions
Salary: 30,000 - 42,000 + benefits
Posted: 4 days ago
Reigate
Huxley
Salary: £35000 - £45000 per annum + Package
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Southampton
The SLR Group
Salary: Negotiable
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Milton Keynes, Buckinghamshire
Santander
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Leatherhead, Surrey
CGI
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South East
Applause IT Innovation
Salary: £35000 - £45000 per annum + + Car Allowance + Benefits
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Havant, Hampshire
Jobsite Resourcing Team
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Reading, Berkshire
CGI
Salary: £35000 - £60000 per annum + benefits
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Havant, Hampshire
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Salary: Competitive Salary & Generous Benefits
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Salary: Competitive salary
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