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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 195 207 252
Rank change year-on-year
+12 +45
Permanent jobs citing Data Analysis 296 304 243
As % of all permanent IT jobs located in the South East 1.60% 1.46% 1.07%
As % of the Processes & Methodologies category 1.86% 1.71% 1.28%
Number of salaries quoted 244 248 200
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year
+6.25% -5.88%
90% offered a salary of more than £26,500 £22,900 £26,500
10% offered a salary of more than £65,000 £60,500 £60,000
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
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
15918 17759 18932
As % of all permanent IT jobs located in the South East 86.23% 85.45% 83.46%
Number of salaries quoted 13374 14423 14891
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 £70,000 £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 30 July 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 30 July 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 +39 70 £45,000 +20.00% 11
Berkshire -15 54 £42,500 -5.55% 7
Hampshire -15 52 £38,500 -2.53% 3
Oxfordshire +19 49 £62,500 +65.68% 2
Buckinghamshire +23 28 £45,000 - 4
West Sussex -8 20 £40,000 -20.00% 1
Kent -9 11 £35,000 +7.69% 1
East Sussex +10 8 £50,000 +8.10%
Middlesex +14 2 £30,000 -29.41%
Home Counties +2 1 £48,000 -4.00%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South East

For the 6 months to 30 July 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.

1 290 (47.31%) SQL
2 177 (28.87%) Finance
3 175 (28.55%) Analytical Skills
4 168 (27.41%) Business Intelligence
5 151 (24.63%) Microsoft
6 129 (21.04%) MS Excel
7 128 (20.88%) Degree
8 122 (19.90%) Oracle
9 100 (16.31%) Agile Software Development
10 99 (16.15%) Data Modelling
11 95 (15.50%) SQL Server
12 77 (12.56%) Project Management
13 74 (12.07%) Analytics
14 73 (11.91%) Java
15 70 (11.42%) Data Warehouse
16 67 (10.93%) T-SQL
17 65 (10.60%) Big Data
18 62 (10.11%) Algorithms
18 62 (10.11%) Business Analysis
19 60 (9.79%) Management Information System
20 59 (9.62%) PL/SQL
21 56 (9.14%) Data Management
22 55 (8.97%) Computer Science
23 53 (8.65%) Data Mapping
23 53 (8.65%) Python
24 51 (8.32%) ETL
24 51 (8.32%) Marketing
25 49 (7.99%) MS Office
25 49 (7.99%) Validation
25 49 (7.99%) Waterfall

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 48 (7.83%) SAS
2 14 (2.28%) Apache Pig
2 14 (2.28%) JBoss
3 10 (1.63%) CMS
4 8 (1.31%) Apache
5 7 (1.14%) Confluence
5 7 (1.14%) Elasticsearch
6 6 (0.98%) Apache Spark
6 6 (0.98%) SharePoint
7 1 (0.16%) MS Exchange
Applications
1 129 (21.04%) MS Excel
2 49 (7.99%) MS Office
3 44 (7.18%) MS PowerPoint
4 17 (2.77%) MS Visio
5 11 (1.79%) MS Project
6 2 (0.33%) SPSS
Business Applications
1 36 (5.87%) Oracle EBS
2 20 (3.26%) Oracle Applications
2 20 (3.26%) Oracle Financials
3 8 (1.31%) Oracle EBS R12
3 8 (1.31%) Oracle Procure-to-Pay
4 6 (0.98%) SAP Oil and Gas
5 5 (0.82%) Cognos Business Intelligence
5 5 (0.82%) Dynamics CRM
5 5 (0.82%) Salesforce.com CRM
6 4 (0.65%) SAP Business One
6 4 (0.65%) SAP MDM
7 2 (0.33%) Lorenzo
7 2 (0.33%) OpenText VIM for SAP
7 2 (0.33%) SAP CO
7 2 (0.33%) SAP FI
7 2 (0.33%) SAP MM
7 2 (0.33%) SAP PM
7 2 (0.33%) SAP SD
7 2 (0.33%) Scribe Insight
7 2 (0.33%) Tesseract
Cloud Services
1 9 (1.47%) Taleo
2 6 (0.98%) Microsoft Azure
3 5 (0.82%) Cloud Computing
4 3 (0.49%) Google Analytics
5 2 (0.33%) SaaS
6 1 (0.16%) Amazon AWS
Communications & Networking
1 9 (1.47%) LAN
2 8 (1.31%) WAN
2 8 (1.31%) Wi-Fi
3 6 (0.98%) Network Security
3 6 (0.98%) SMS
4 5 (0.82%) Wireless
4 5 (0.82%) Wireless Security
5 3 (0.49%) Firewall
5 3 (0.49%) Internet
5 3 (0.49%) Intranet
5 3 (0.49%) Intrusion Detection
5 3 (0.49%) VoIP
6 2 (0.33%) 3G
6 2 (0.33%) 4G
6 2 (0.33%) Bluetooth
7 1 (0.16%) SAN
7 1 (0.16%) TCP/IP
7 1 (0.16%) VPN
Database & Business Intelligence
1 95 (15.50%) SQL Server
2 70 (11.42%) Data Warehouse
3 65 (10.60%) Big Data
4 46 (7.50%) Hadoop
5 38 (6.20%) SQL Server Reporting Services
6 36 (5.87%) MS Access
7 24 (3.92%) Base SAS
7 24 (3.92%) Cognos Report Studio
8 23 (3.75%) Cognos Framework Manager
9 22 (3.59%) Oracle Reports
10 21 (3.43%) Data Mining
10 21 (3.43%) Relational Database
10 21 (3.43%) SQL Server Integration Services
11 20 (3.26%) Oracle Discoverer
12 18 (2.94%) Apache Hive
12 18 (2.94%) PostgreSQL
13 17 (2.77%) BusinessObjects
13 17 (2.77%) MongoDB
14 16 (2.61%) OLTP
15 15 (2.45%) OLAP
Development Applications
1 21 (3.43%) JIRA
2 20 (3.26%) Oracle Forms
3 15 (2.45%) Talend Open Studio
4 12 (1.96%) Git (software)
5 9 (1.47%) Subversion
6 7 (1.14%) Team Foundation Server
7 6 (0.98%) Jenkins
7 6 (0.98%) Selenium
8 5 (0.82%) Atlassian Bamboo
8 5 (0.82%) Gradle
8 5 (0.82%) Maven
9 4 (0.65%) Toad
9 4 (0.65%) Visual Studio
10 1 (0.16%) Dreamweaver
10 1 (0.16%) Eclipse
10 1 (0.16%) Hudson
10 1 (0.16%) PHPUnit
10 1 (0.16%) SQL Server Management Studio (SSMS)
10 1 (0.16%) Xcode
General
1 177 (28.87%) Finance
2 51 (8.32%) Marketing
3 28 (4.57%) Aerospace
4 20 (3.26%) Retail
4 20 (3.26%) Telecoms
5 16 (2.61%) Publishing
6 12 (1.96%) Automotive
6 12 (1.96%) Billing
7 8 (1.31%) Manufacturing
8 7 (1.14%) Banking
9 6 (0.98%) Electronics
9 6 (0.98%) Military
10 3 (0.49%) Advertising
11 2 (0.33%) Avionics
11 2 (0.33%) Games
11 2 (0.33%) Korean Language
12 1 (0.16%) Dutch Language
12 1 (0.16%) German Language
12 1 (0.16%) Italian Language
12 1 (0.16%) Legal
Job Titles
1 282 (46.00%) Analyst
2 158 (25.77%) Developer
3 125 (20.39%) Data Analyst
4 67 (10.93%) Business Analyst
5 61 (9.95%) SQL Analyst
6 49 (7.99%) Architect
7 45 (7.34%) Oracle Analyst
8 43 (7.01%) SQL Data Analyst
9 38 (6.20%) Data Architect
10 33 (5.38%) Excel Analyst
11 29 (4.73%) Junior
12 28 (4.57%) Senior Analyst
13 27 (4.40%) Analyst Developer
14 26 (4.24%) Systems Analyst
15 25 (4.08%) Oracle Developer
15 25 (4.08%) Senior Developer
15 25 (4.08%) SQL Developer
16 24 (3.92%) Junior Developer
17 23 (3.75%) Applications Support
17 23 (3.75%) Developer Analyst
Libraries, Frameworks & Software Standards
1 41 (6.69%) XML
2 36 (5.87%) Natural Language Processing
3 34 (5.55%) .NET
4 23 (3.75%) CSS
5 22 (3.59%) HTML
6 20 (3.26%) Web Services
7 14 (2.28%) REST
8 12 (1.96%) AngularJS
9 9 (1.47%) jQuery
9 9 (1.47%) MDX
10 8 (1.31%) Pandas
11 7 (1.14%) NumPy
11 7 (1.14%) SOAP
12 6 (0.98%) Cascading
12 6 (0.98%) Kafka
13 5 (0.82%) Apache Camel
13 5 (0.82%) Django
13 5 (0.82%) HTML5
14 4 (0.65%) RESTful
14 4 (0.65%) SciPy
Miscellaneous
1 175 (28.55%) Analytical Skills
2 62 (10.11%) Algorithms
3 60 (9.79%) Management Information System
4 55 (8.97%) Computer Science
5 38 (6.20%) Mathematics
6 31 (5.06%) Data Structures
7 28 (4.57%) Statistics
8 22 (3.59%) Visualisation
9 20 (3.26%) Client/Server
10 15 (2.45%) Data Extraction
11 13 (2.12%) Enterprise Software
11 13 (2.12%) Hedge funds
12 12 (1.96%) Mobile App
13 11 (1.79%) Physics
14 10 (1.63%) Cybercrime
15 9 (1.47%) Semantic Web
16 8 (1.31%) Driving Licence
17 7 (1.14%) Neural Network
18 6 (0.98%) Artificial Intelligence
19 5 (0.82%) Clustering
Operating Systems
1 45 (7.34%) Linux
2 34 (5.55%) Unix
3 32 (5.22%) Windows
4 20 (3.26%) Solaris
5 1 (0.16%) Android
5 1 (0.16%) Apple iOS
5 1 (0.16%) Debian
5 1 (0.16%) VxWorks
5 1 (0.16%) Windows Server
5 1 (0.16%) Windows Server 2008
5 1 (0.16%) Windows Server 2012
Processes & Methodologies
1 168 (27.41%) Business Intelligence
2 100 (16.31%) Agile Software Development
3 99 (16.15%) Data Modelling
4 77 (12.56%) Project Management
5 74 (12.07%) Analytics
6 62 (10.11%) Business Analysis
7 56 (9.14%) Data Management
8 53 (8.65%) Data Mapping
9 51 (8.32%) ETL
10 49 (7.99%) Validation
10 49 (7.99%) Waterfall
11 47 (7.67%) Software Engineering
12 42 (6.85%) Migration
13 39 (6.36%) Data Analytics
14 34 (5.55%) User Acceptance Testing
15 33 (5.38%) System Testing
16 32 (5.22%) ITIL
17 31 (5.06%) CRM
17 31 (5.06%) Stakeholder Management
18 28 (4.57%) Zachman Framework
Programming Languages
1 290 (47.31%) SQL
2 73 (11.91%) Java
3 67 (10.93%) T-SQL
4 59 (9.62%) PL/SQL
5 53 (8.65%) Python
6 42 (6.85%) C#
7 31 (5.06%) VBA
8 28 (4.57%) C++
9 21 (3.43%) JavaScript
10 18 (2.94%) MATLAB
11 14 (2.28%) R
12 13 (2.12%) Shell Script
13 11 (1.79%) C
14 6 (0.98%) Perl
14 6 (0.98%) PHP
15 5 (0.82%) Ruby
16 4 (0.65%) VB
17 2 (0.33%) Embedded C
18 1 (0.16%) Assembly Language
18 1 (0.16%) VB.NET
Qualifications
1 128 (20.88%) Degree
2 29 (4.73%) Security Cleared
3 20 (3.26%) SC Cleared
4 6 (0.98%) Cisco Certification
4 6 (0.98%) JNCIA
4 6 (0.98%) Microsoft Certification
5 5 (0.82%) CCNP
5 5 (0.82%) PMP
6 4 (0.65%) HNC
6 4 (0.65%) HND
6 4 (0.65%) PMI Certification
6 4 (0.65%) PRINCE2 Practitioner
7 3 (0.49%) CCNA
7 3 (0.49%) DV Cleared
7 3 (0.49%) ISEB
8 2 (0.33%) CISA
8 2 (0.33%) CISM
8 2 (0.33%) CISSP
8 2 (0.33%) ISSMP
8 2 (0.33%) PhD
Quality Assurance & Compliance
1 29 (4.73%) SLA
2 27 (4.40%) Data Quality
3 17 (2.77%) QA
4 5 (0.82%) ISO19770
5 2 (0.33%) ISO/IEC 27001
5 2 (0.33%) PCI DSS
6 1 (0.16%) P3O
System Software
1 5 (0.82%) Active Directory
1 5 (0.82%) Oracle RAC
1 5 (0.82%) Veritas Cluster Server
2 3 (0.49%) Apache Flume
2 3 (0.49%) Firmware
3 1 (0.16%) Sendmail
Systems Management
1 5 (0.82%) EnCase
1 5 (0.82%) Kibana
2 4 (0.65%) logstash
3 3 (0.49%) Nessus
3 3 (0.49%) Oozie
4 2 (0.33%) Cisco Prime
4 2 (0.33%) SCCM
4 2 (0.33%) SCOM
Vendors
1 151 (24.63%) Microsoft
2 122 (19.90%) Oracle
3 45 (7.34%) SAP
4 28 (4.57%) Cognos
5 25 (4.08%) Informatica
6 16 (2.61%) IBM
7 15 (2.45%) Splunk
7 15 (2.45%) Talend
8 11 (1.79%) Progress
9 10 (1.63%) Salesforce.com
10 9 (1.47%) Tableau
11 8 (1.31%) Cisco
11 8 (1.31%) Remedy
11 8 (1.31%) Siebel
11 8 (1.31%) Sophos
12 5 (0.82%) Fortinet
12 5 (0.82%) Google
12 5 (0.82%) Trend Micro
13 4 (0.65%) ServiceNow
13 4 (0.65%) Teradata
Windsor, Berkshire
onezeero.
Salary: £25000 - £32000 per annum
Posted: 23 hours ago
Basingstoke, Hampshire
Latcom Ltd
Salary: From £35,000 to £40,000 per annum
Posted: Yesterday
Surrey
Vivid Resourcing
Salary: £28 - £32 per annum
Posted: 3 days ago
Maidenhead, Berkshire
Circle Recruitment
Salary: £30000 - £35000 per annum + benefits
Posted: Yesterday
Buckinghamshire
Network ITR
Salary: £26000 - £28500 per annum
Posted: 2 days ago
Surrey
Franklin Bates
Salary: From £30,000 to £40,000 per annum
Posted: 4 days ago
Surrey
Canon
Posted: 23 hours ago
Cobham
Modis International Ltd
Salary: £45000 - £60000 per annum
Posted: 2 days ago
Windsor, Berkshire
onezeero.
Salary: £25000 - £32000 per annum
Posted: Yesterday
Surrey
IntaPeople
Salary: £56000 - £60000 per annum
Posted: Yesterday
High Wycombe, Buckinghamshire
McGregor Boyall
Salary: £30000 - £40000 per annum + car
Posted: 3 days ago
Staines
Centrica
Salary: Competitive
Posted: 2 days ago
Farnborough, Hampshire
Experis Ltd
Salary: £25000 - £35000 per annum + Benefits
Posted: 5 days ago
Reading
Deerfoot IT Resources Ltd
Salary: £26000 - £28000 per annum
Posted: 18 days ago
Newbury
Spectrum IT
Salary: £20000 - £32500 per annum
Posted: 23 days ago
Oxford
Elsevier
Salary: Excellent salary, bonus, benefits etc
Posted: 18 days ago
Gillingham, Kent
X4 Group
Salary: £22k - 34k per year
Posted: 3 days ago
Gosport, Hampshire
Real Time Recruitment Solutions
Salary: 30,000 - 45,000 + benefits
Posted: 4 days ago
Weybridge, Surrey
St Georges Weybridge
Salary: From £27,000 to £29,000 per annum
Posted: 16 days ago
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 23 days ago
Milton Keynes
Michael Page
Salary: £50000 - £54000 per annum
Posted: 10 days ago
Milton Keynes
Interquest - IQ Tech
Salary: £50000 - £65000 per annum + Car Allowance + Benefits
Posted: 24 days ago
Slough
Telefonica
Posted: 24 days ago
Woking
Client Server
Salary: £40,000 - £55,000 per year
Posted: 25 days ago
Woking
Client Server
Salary: £35,000 to £40,000 + bonus + benefits
Posted: 23 days ago
Abingdon
Sophos
Salary: Highly Competitive + bonus & benefits
Posted: 12 days ago
South East
Cognizant
Posted: 2 days ago
Woking
Client Server
Salary: £40,000 to £45,000 + bonus + benefits
Posted: 26 days ago