Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England > South East
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 201 221 230
Rank change year-on-year +20 +9 +2
Permanent jobs citing Data Analysis 486 521 608
As % of all permanent IT jobs advertised in the South East 1.58% 1.49% 1.43%
As % of the Processes & Methodologies category 1.80% 1.70% 1.64%
Number of salaries quoted 389 428 508
South East median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -4.76%
10th Percentile £26,250 £26,500 £22,000
90th Percentile £65,000 £63,750 £64,125
England median annual salary £46,000 £45,000 £45,000
% change year-on-year +2.22% - -

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 26949 30583 37028
As % of all permanent IT jobs advertised in the South East 87.48% 87.45% 86.96%
Number of salaries quoted 22185 25384 30618
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 21 November 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 6 months to 21 November 2017. 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 +16 182 £45,000 - 16
Hampshire +52 125 £42,500 +8.97% 11
Surrey -27 103 £57,500 +27.78% 7
Berkshire +14 77 £50,000 +17.65% 2
Oxfordshire +13 67 £45,000 -14.29% 11
Buckinghamshire -8 38 £39,125 -13.06% 3
East Sussex +18 35 £52,500 -4.55% 2
West Sussex -29 21 £52,500 +7.69% 2
Kent +19 13 £35,000 -
Middlesex +16 2 £55,000 +83.33%
Sussex - 1 - - 1
Data Analysis
England

For the 6 months to 21 November 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.

1 192 (39.51%) SQL
2 113 (23.25%) Python
3 105 (21.60%) Finance
4 102 (20.99%) Business Intelligence
5 95 (19.55%) Agile Software Development
6 94 (19.34%) Microsoft Excel
7 87 (17.90%) Data Modelling
8 81 (16.67%) Degree
9 80 (16.46%) Microsoft
9 80 (16.46%) Analytics
10 78 (16.05%) Analytical Skills
11 77 (15.84%) SQL Server
12 68 (13.99%) Data Warehouse
13 65 (13.37%) Business Analysis
14 64 (13.17%) Big Data
15 60 (12.35%) ETL
16 56 (11.52%) HTML
17 55 (11.32%) JavaScript
17 55 (11.32%) CRM
18 54 (11.11%) Oracle
18 54 (11.11%) Project Management
19 49 (10.08%) CSS
19 49 (10.08%) Mathematics
19 49 (10.08%) Data Quality
20 47 (9.67%) Migration
21 45 (9.26%) R
21 45 (9.26%) JIRA
22 43 (8.85%) Data Analytics
23 42 (8.64%) Java
24 41 (8.44%) Relational Database

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 41 (8.44%) Apache Spark
2 24 (4.94%) Elasticsearch
3 14 (2.88%) SAS
4 13 (2.67%) SharePoint
5 2 (0.41%) JBoss
5 2 (0.41%) NServiceBus
5 2 (0.41%) Oracle Workflow
6 1 (0.21%) CMS
6 1 (0.21%) Confluence
6 1 (0.21%) IBM Domino
6 1 (0.21%) IIS
6 1 (0.21%) OpenStack
6 1 (0.21%) SAP Portal
Applications
1 94 (19.34%) Microsoft Excel
2 35 (7.20%) Microsoft PowerPoint
3 27 (5.56%) Microsoft Office
4 8 (1.65%) MS Visio
5 6 (1.23%) Microsoft Project
6 3 (0.62%) SPSS
7 1 (0.21%) GNU Octave
7 1 (0.21%) Mathematica
Business Applications
1 16 (3.29%) Dynamics CRM
2 7 (1.44%) NetSuite
3 5 (1.03%) Hyperion Planning
4 4 (0.82%) SAP ERP
5 3 (0.62%) Dynamics NAV
5 3 (0.62%) Maximo
5 3 (0.62%) Salesforce.com CRM
6 2 (0.41%) assyst
6 2 (0.41%) Dynamics AX
6 2 (0.41%) Epicor Vantage
6 2 (0.41%) FastStats
6 2 (0.41%) iTrent
6 2 (0.41%) Remedy ITSM
6 2 (0.41%) SAP HCM
6 2 (0.41%) SAP HR
7 1 (0.21%) Adobe Campaign
7 1 (0.21%) Infor CRM
7 1 (0.21%) SessionCam
Cloud Services
1 36 (7.41%) Microsoft Azure
2 26 (5.35%) Amazon AWS
3 9 (1.85%) SaaS
4 2 (0.41%) Adobe Analytics
4 2 (0.41%) Google Analytics
4 2 (0.41%) SuccessFactors
5 1 (0.21%) Dynamics 365
5 1 (0.21%) Google Tag Manager
Communications & Networking
1 12 (2.47%) Internet
2 6 (1.23%) DNS
2 6 (1.23%) SSL
3 5 (1.03%) HTTP
3 5 (1.03%) Wireshark
4 4 (0.82%) SMS
5 2 (0.41%) VoIP
5 2 (0.41%) WebEx
5 2 (0.41%) Wi-Fi
6 1 (0.21%) ASN.1
6 1 (0.21%) Firewall
6 1 (0.21%) Radio Access Network
6 1 (0.21%) Reverse Proxy
6 1 (0.21%) Skype
6 1 (0.21%) SNMP
Database & Business Intelligence
1 77 (15.84%) SQL Server
2 68 (13.99%) Data Warehouse
3 64 (13.17%) Big Data
4 41 (8.44%) Relational Database
5 36 (7.41%) SQL Server Reporting Services
6 28 (5.76%) SQL Server Integration Services
7 27 (5.56%) BusinessObjects
8 23 (4.73%) Hadoop
9 21 (4.32%) Oracle Database
10 19 (3.91%) PostgreSQL
11 18 (3.70%) Data Mining
11 18 (3.70%) SQL Server 2008
12 16 (3.29%) NoSQL
13 15 (3.09%) Power BI
14 13 (2.67%) BODI
14 13 (2.67%) Oracle BI EE
15 12 (2.47%) MySQL
16 11 (2.26%) Apache Hive
16 11 (2.26%) Impala
17 10 (2.06%) QlikView
Development Applications
1 45 (9.26%) JIRA
2 25 (5.14%) Git (software)
3 10 (2.06%) LSMW
3 10 (2.06%) Team Foundation Server
4 5 (1.03%) WinDbg
5 4 (0.82%) Atlassian Bamboo
5 4 (0.82%) Jenkins
5 4 (0.82%) Travis CI
6 2 (0.41%) Moq
6 2 (0.41%) NUnit
7 1 (0.21%) Axure RP
7 1 (0.21%) ERwin
7 1 (0.21%) PowerDesigner
7 1 (0.21%) Rational Rose
7 1 (0.21%) Visual Studio
General
1 105 (21.60%) Finance
2 38 (7.82%) Marketing
3 33 (6.79%) Telecoms
4 26 (5.35%) Legal
4 26 (5.35%) Retail
5 18 (3.70%) Manufacturing
6 12 (2.47%) Banking
7 10 (2.06%) Electronics
8 8 (1.65%) Back Office
9 6 (1.23%) Multimedia
10 5 (1.03%) Advertising
11 4 (0.82%) Financial Institution
11 4 (0.82%) Pharmaceutical
11 4 (0.82%) Publishing
12 2 (0.41%) Aerospace
12 2 (0.41%) Automotive
12 2 (0.41%) Billing
13 1 (0.21%) German Language
13 1 (0.21%) Law
13 1 (0.21%) Retail Banking
Job Titles
1 237 (48.77%) Analyst
2 100 (20.58%) Data Analyst
3 81 (16.67%) Developer
4 61 (12.55%) Business Analyst
5 41 (8.44%) Systems Analyst
6 34 (7.00%) SQL Developer
7 30 (6.17%) Senior Analyst
8 28 (5.76%) CRM Analyst
8 28 (5.76%) Python Developer
9 27 (5.56%) Data Scientist
9 27 (5.56%) SQL Analyst
10 23 (4.73%) SQL Data Analyst
11 22 (4.53%) Consultant
11 22 (4.53%) Data Engineer
12 19 (3.91%) Database Analyst
13 18 (3.70%) Business Intelligence Analyst
13 18 (3.70%) Financial Analyst
13 18 (3.70%) Graduate
13 18 (3.70%) Pensions Analyst
14 17 (3.50%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 56 (11.52%) HTML
2 49 (10.08%) CSS
3 32 (6.58%) XML
4 25 (5.14%) Web Services
5 24 (4.94%) Django
5 24 (4.94%) jQuery
6 15 (3.09%) .NET
7 11 (2.26%) REST
8 10 (2.06%) HTML5
9 8 (1.65%) AngularJS
10 6 (1.23%) SOAP
11 5 (1.03%) Angular 2
11 5 (1.03%) Kafka
11 5 (1.03%) Node.js
12 4 (0.82%) NumPy
12 4 (0.82%) Pandas
12 4 (0.82%) scikit-learn
12 4 (0.82%) Seaborn
13 3 (0.62%) Entity Framework
13 3 (0.62%) Natural Language Processing
Miscellaneous
1 78 (16.05%) Analytical Skills
2 31 (6.38%) Computer Science
3 29 (5.97%) Data Structures
4 24 (4.94%) Algorithms
5 22 (4.53%) Management Information System
6 15 (3.09%) Virtual Team
7 10 (2.06%) FMCG
8 8 (1.65%) Mainframe
8 8 (1.65%) User Experience
9 7 (1.44%) Enterprise Software
10 6 (1.23%) Fintech
10 6 (1.23%) Social Media
11 5 (1.03%) Greenfield Project
12 4 (0.82%) Driving Licence
12 4 (0.82%) Reinsurance
13 3 (0.62%) Cyberthreat
13 3 (0.62%) EPoS
13 3 (0.62%) NHS
13 3 (0.62%) PMI
13 3 (0.62%) Renewable Energy
Operating Systems
1 38 (7.82%) Windows
2 35 (7.20%) Linux
3 8 (1.65%) Unix
4 1 (0.21%) Windows Server
Processes & Methodologies
1 102 (20.99%) Business Intelligence
2 95 (19.55%) Agile Software Development
3 87 (17.90%) Data Modelling
4 80 (16.46%) Analytics
5 65 (13.37%) Business Analysis
6 60 (12.35%) ETL
7 55 (11.32%) CRM
8 54 (11.11%) Project Management
9 49 (10.08%) Mathematics
10 47 (9.67%) Migration
11 43 (8.85%) Data Analytics
12 38 (7.82%) Data Migration
13 34 (7.00%) Visualisation
14 31 (6.38%) Data Management
14 31 (6.38%) Machine Learning
14 31 (6.38%) Stakeholder Management
15 30 (6.17%) UML
16 29 (5.97%) Use Case
17 28 (5.76%) PRINCE2
18 27 (5.56%) Continuous Integration
Programming Languages
1 192 (39.51%) SQL
2 113 (23.25%) Python
3 55 (11.32%) JavaScript
4 45 (9.26%) R
5 42 (8.64%) Java
6 34 (7.00%) T-SQL
7 30 (6.17%) C++
8 27 (5.56%) C#
9 26 (5.35%) C
10 25 (5.14%) PL/SQL
11 18 (3.70%) VBA
12 16 (3.29%) MATLAB
13 11 (2.26%) ABAP
14 10 (2.06%) PHP
14 10 (2.06%) PowerShell
15 7 (1.44%) Scala
16 6 (1.23%) Data Analysis Expressions (DAX)
17 5 (1.03%) Bash Shell
17 5 (1.03%) Perl
17 5 (1.03%) VBScript
Qualifications
1 81 (16.67%) Degree
2 25 (5.14%) Security Cleared
3 22 (4.53%) PhD
4 15 (3.09%) SC Cleared
5 8 (1.65%) DV Cleared
6 5 (1.03%) Computer Science Degree
7 4 (0.82%) ITIL Foundation Certificate
7 4 (0.82%) Numerate Degree
8 3 (0.62%) ISEB
8 3 (0.62%) Microsoft Certification
8 3 (0.62%) PMI Certification
9 2 (0.41%) Master's Degree
Quality Assurance & Compliance
1 49 (10.08%) Data Quality
2 21 (4.32%) SLA
3 12 (2.47%) QA
4 9 (1.85%) GDPR
5 4 (0.82%) PMO
6 3 (0.62%) ISO/IEC 27001
7 1 (0.21%) Solvency II
System Software
1 3 (0.62%) Apache Flume
2 2 (0.41%) Active Directory
2 2 (0.41%) Firmware
2 2 (0.41%) HDFS
2 2 (0.41%) KVM
2 2 (0.41%) Virtual Machines
2 2 (0.41%) VMware Infrastructure
3 1 (0.21%) Docker
Systems Management
1 5 (1.03%) Kibana
2 3 (0.62%) Oracle EDQ
2 3 (0.62%) Puppet
3 1 (0.21%) Marathon
3 1 (0.21%) Opscode Chef
Vendors
1 80 (16.46%) Microsoft
2 54 (11.11%) Oracle
3 31 (6.38%) SAP
4 29 (5.97%) Tableau
5 18 (3.70%) Hyperion
6 13 (2.67%) ServiceNow
7 11 (2.26%) MicroStrategy
8 10 (2.06%) Salesforce.com
9 9 (1.85%) IBM
10 6 (1.23%) Adobe
10 6 (1.23%) RedGate
10 6 (1.23%) Sybase
11 5 (1.03%) Capita
11 5 (1.03%) Cognos
11 5 (1.03%) Progress
11 5 (1.03%) Sophos
12 4 (0.82%) Genesys
12 4 (0.82%) Google
12 4 (0.82%) Infor
12 4 (0.82%) JDA