Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
South East > Berkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 205 233 296
Rank change year-on-year +28 +63 +22
Permanent jobs citing Data Analytics 50 64 52
As % of all permanent IT jobs advertised in Berkshire 0.80% 0.74% 0.47%
As % of the Processes & Methodologies category 0.93% 0.83% 0.54%
Number of salaries quoted 41 69 47
Berkshire median annual salary £42,500 £65,000 £45,000
Median salary % change year-on-year -34.62% +44.44% -12.20%
10th Percentile £24,500 £40,000 £32,500
90th Percentile £95,000 £70,000 £67,500
South East median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% +11.11%

Data Analytics 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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5403 7694 9618
As % of all permanent IT jobs advertised in Berkshire 86.27% 88.38% 86.95%
Number of salaries quoted 4212 5870 7495
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £71,550
South East median annual salary £45,000 £45,000 £45,000

Data Analytics
Job Vacancy Trend in Berkshire

Job postings citing Data Analytics as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Data Analytics in Berkshire

Data Analytics
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in Berkshire.

Salary trend for Data Analytics in Berkshire

Data Analytics
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Analytics in Berkshire over the 6 months to 18 November 2017.

Salary histogram for Data Analytics in Berkshire

Data Analytics
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the Berkshire region over the 6 months to 18 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
Reading +27 17 £27,000 -61.43% 3
Slough +16 12 £57,500 +9.52%
Newbury -5 9 £90,000 +50.00%
Maidenhead +19 3 £55,000 +4.76%
Bracknell +8 1 - -
Wokingham +5 1 - -
Ascot - 1 £33,500 -
Data Analytics
South East

For the 6 months to 18 November 2017, IT jobs citing Data Analytics 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 Berkshire region with a requirement for Data Analytics.

1 50 (100.00%) Analytics
2 14 (28.00%) Finance
3 13 (26.00%) Big Data
3 13 (26.00%) Big Data Analytics
4 12 (24.00%) Agile Software Development
4 12 (24.00%) SQL
4 12 (24.00%) Business Intelligence
5 10 (20.00%) Linux
5 10 (20.00%) Microsoft Excel
5 10 (20.00%) Scrum
5 10 (20.00%) Analytical Skills
6 9 (18.00%) Customer-Centricity
6 9 (18.00%) Microsoft
6 9 (18.00%) Retail
6 9 (18.00%) Telecoms
7 8 (16.00%) Data Analysis
7 8 (16.00%) Marketing
7 8 (16.00%) Degree
7 8 (16.00%) Process Improvement
7 8 (16.00%) Data Warehouse
8 7 (14.00%) Python
8 7 (14.00%) Project Management
8 7 (14.00%) JIRA
8 7 (14.00%) Microsoft PowerPoint
9 6 (12.00%) MS Project Server
9 6 (12.00%) Release Management
9 6 (12.00%) Kanban
9 6 (12.00%) Amazon AWS
9 6 (12.00%) Microsoft Project
9 6 (12.00%) Microsoft Office

Data Analytics
Co-occurring IT Skills in Berkshire 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 6 (12.00%) MS Project Server
2 3 (6.00%) JBoss
2 3 (6.00%) SAS
3 2 (4.00%) Apache
3 2 (4.00%) Apache Spark
4 1 (2.00%) CMS
4 1 (2.00%) GeoServer
4 1 (2.00%) MS Exchange
4 1 (2.00%) SharePoint
Applications
1 10 (20.00%) Microsoft Excel
2 7 (14.00%) Microsoft PowerPoint
3 6 (12.00%) Microsoft Office
3 6 (12.00%) Microsoft Project
4 2 (4.00%) Spreadsheet
Cloud Services
1 6 (12.00%) Amazon AWS
2 3 (6.00%) Google Analytics
3 2 (4.00%) Microsoft Azure
4 1 (2.00%) Azure Data Factory
4 1 (2.00%) Office 365
4 1 (2.00%) OneDrive
4 1 (2.00%) SaaS
4 1 (2.00%) Serverless
Communications & Networking
1 2 (4.00%) Internet
2 1 (2.00%) ASN.1
2 1 (2.00%) Radio Access Network
2 1 (2.00%) RIP
Database & Business Intelligence
1 13 (26.00%) Big Data
2 8 (16.00%) Data Warehouse
3 5 (10.00%) PostgreSQL
4 4 (8.00%) Hadoop
4 4 (8.00%) Pentaho
5 3 (6.00%) MongoDB
5 3 (6.00%) Neo4j
6 1 (2.00%) Amazon Redshift
6 1 (2.00%) Azure SQL Database
6 1 (2.00%) HBase
6 1 (2.00%) HDInsight
6 1 (2.00%) Oracle Database
6 1 (2.00%) SQL Server
6 1 (2.00%) SQL Server 2008
6 1 (2.00%) SQL Server 2016
6 1 (2.00%) SQL Server Integration Services
Development Applications
1 7 (14.00%) JIRA
2 3 (6.00%) Talend Open Studio
General
1 14 (28.00%) Finance
2 9 (18.00%) Retail
2 9 (18.00%) Telecoms
3 8 (16.00%) Marketing
4 4 (8.00%) Legal
5 3 (6.00%) Financial Institution
6 1 (2.00%) Banking
6 1 (2.00%) Games
Job Titles
1 12 (24.00%) Analyst
1 12 (24.00%) Data Analyst
2 7 (14.00%) Project Manager
3 6 (12.00%) AWS DevOps
3 6 (12.00%) AWS DevOps Engineer
3 6 (12.00%) AWS Engineer
3 6 (12.00%) Data Manager
3 6 (12.00%) DevOps Engineer
3 6 (12.00%) Performance Analyst
4 5 (10.00%) Developer
4 5 (10.00%) Graduate
4 5 (10.00%) Head of Engineering
5 4 (8.00%) Development Specialist
6 3 (6.00%) Data Engineer
6 3 (6.00%) Graduate Systems Engineer
6 3 (6.00%) Junior
6 3 (6.00%) Junior Linux Engineer
6 3 (6.00%) Linux DevOps Engineer
6 3 (6.00%) Linux Engineer
6 3 (6.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 4 (8.00%) Middleware
1 4 (8.00%) Spring
2 3 (6.00%) ActiveMQ
2 3 (6.00%) AngularJS
2 3 (6.00%) Apache Camel
2 3 (6.00%) Apache CXF
2 3 (6.00%) D3.js
2 3 (6.00%) Drools
2 3 (6.00%) Elastic Stack
2 3 (6.00%) jBPM
2 3 (6.00%) Node.js
3 1 (2.00%) GeoTools
3 1 (2.00%) Hibernate
3 1 (2.00%) JTS
3 1 (2.00%) OpenMP
3 1 (2.00%) REST
3 1 (2.00%) SOAP
3 1 (2.00%) Web Services
3 1 (2.00%) XML
Miscellaneous
1 10 (20.00%) Analytical Skills
2 5 (10.00%) Renewable Energy
3 3 (6.00%) Computer Science
3 3 (6.00%) Fintech
3 3 (6.00%) Greenfield Project
4 2 (4.00%) Internet of Things
5 1 (2.00%) Data Structures
5 1 (2.00%) iPhone
5 1 (2.00%) Social Media
Operating Systems
1 10 (20.00%) Linux
2 3 (6.00%) CentOS
2 3 (6.00%) Ubuntu
3 1 (2.00%) Unix
Processes & Methodologies
1 50 (100.00%) Analytics
2 13 (26.00%) Big Data Analytics
3 12 (24.00%) Agile Software Development
3 12 (24.00%) Business Intelligence
4 10 (20.00%) Scrum
5 9 (18.00%) Customer-Centricity
6 8 (16.00%) Data Analysis
6 8 (16.00%) Process Improvement
7 7 (14.00%) Project Management
8 6 (12.00%) Change Management
8 6 (12.00%) DevOps
8 6 (12.00%) Kanban
8 6 (12.00%) Matrix Organization
8 6 (12.00%) Release Management
9 5 (10.00%) Competitor Analysis
9 5 (10.00%) Continuous Integration
9 5 (10.00%) Enterprise Architecture
9 5 (10.00%) Open Source
9 5 (10.00%) Wireframes
10 4 (8.00%) Continuous Improvement
Programming Languages
1 12 (24.00%) SQL
2 7 (14.00%) Python
3 3 (6.00%) Java
3 3 (6.00%) Jython
4 1 (2.00%) Bash Shell
4 1 (2.00%) Perl
4 1 (2.00%) Scala
Qualifications
1 8 (16.00%) Degree
2 2 (4.00%) Computer Science Degree
Quality Assurance & Compliance
1 2 (4.00%) GDPR
2 1 (2.00%) Data Quality
2 1 (2.00%) PCI DSS
Vendors
1 9 (18.00%) Microsoft
2 4 (8.00%) Google
3 3 (6.00%) Talend
4 2 (4.00%) Intel
5 1 (2.00%) Greenplum
5 1 (2.00%) Informatica
5 1 (2.00%) Oracle
5 1 (2.00%) Salesforce.com
5 1 (2.00%) Tableau