The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South East / Berkshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 133 140 176
Rank change year-on-year +7 +36  
Permanent jobs citing Data Analysis 46 71 52
As % of all permanent IT jobs advertised in Berkshire 1.39% 1.59% 1.01%
As % of the Processes & Methodologies category 1.64% 1.80% 1.17%
Number of salaries quoted 22 57 41
Median salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% -  
90% offered a salary of more than £28,500 £25,000 £28,500
10% offered a salary of more than £51,500 £49,300 £67,500
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 Berkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Berkshire
Permanent job vacancies with a requirement for process and methodology skills 2810 3953 4442
As % of all permanent IT job vacancies advertised in Berkshire 84.72% 88.37% 86.24%
Number of salaries quoted 2199 3129 3234
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £75,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire 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 Berkshire

Data Analysis
Salary Trend in Berkshire

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

Salary trend for Data Analysis in Berkshire

Data Analysis
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Analysis in Berkshire over the 3 months to 23 June 2017.

Salary histogram for Data Analysis in Berkshire

Data Analysis
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 Analysis within the Berkshire region over the 3 months to 23 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
Reading +42 25 £48,750 +5.97% 2
Bracknell +26 5 £22,000 -12.00%
Maidenhead +8 5 £55,750 +17.36% 1
Windsor - 3 - -
Data Analysis
South East

For the 6 months to 23 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 Berkshire region with a requirement for Data Analysis.

1 47 (52.22%) SQL
2 29 (32.22%) Degree
3 21 (23.33%) Finance
4 19 (21.11%) ITIL
5 18 (20.00%) Oracle
5 18 (20.00%) Microsoft Excel
5 18 (20.00%) Telecoms
6 17 (18.89%) Business Analysis
7 14 (15.56%) Business Intelligence
7 14 (15.56%) Microsoft
7 14 (15.56%) Algorithms
7 14 (15.56%) Virtual Team
8 13 (14.44%) Analytical Skills
8 13 (14.44%) ETL
9 12 (13.33%) Stakeholder Management
9 12 (13.33%) Mentoring
9 12 (13.33%) Security Cleared
9 12 (13.33%) Machine Learning
10 11 (12.22%) Migration
10 11 (12.22%) Marketing
11 10 (11.11%) Agile Software Development
11 10 (11.11%) CRM
11 10 (11.11%) Python
11 10 (11.11%) Analytics
11 10 (11.11%) DV Cleared
12 9 (10.00%) Data Modelling
12 9 (10.00%) Mathematics
12 9 (10.00%) Statistical Analysis
13 8 (8.89%) Statistics
13 8 (8.89%) Data Mining

Data Analysis
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 4 (4.44%) Apache Spark
1 4 (4.44%) Elasticsearch
1 4 (4.44%) SAS
2 1 (1.11%) CICS
Applications
1 18 (20.00%) Microsoft Excel
2 7 (7.78%) MS Visio
3 2 (2.22%) Microsoft Office
3 2 (2.22%) Microsoft PowerPoint
4 1 (1.11%) Spreadsheet
4 1 (1.11%) SPSS
4 1 (1.11%) SPSS Modeler
Business Applications
1 3 (3.33%) Dynamics NAV
1 3 (3.33%) FastStats
2 1 (1.11%) Dynamics AX
2 1 (1.11%) Oracle BPM
2 1 (1.11%) Sage X3
Cloud Services
1 2 (2.22%) SaaS
Communications & Networking
1 2 (2.22%) ASN.1
1 2 (2.22%) Radio Access Network
2 1 (1.11%) Cisco ASA
2 1 (1.11%) Cisco IOS
2 1 (1.11%) Cisco Nexus
Database & Business Intelligence
1 8 (8.89%) Big Data
1 8 (8.89%) Data Mining
1 8 (8.89%) HBase
1 8 (8.89%) NoSQL
2 7 (7.78%) SQL Server
3 6 (6.67%) DB2
4 5 (5.56%) MS Access
4 5 (5.56%) SQL Server Reporting Services
5 4 (4.44%) Apache Hive
5 4 (4.44%) Hadoop
5 4 (4.44%) Impala
5 4 (4.44%) MySQL
5 4 (4.44%) PostgreSQL
5 4 (4.44%) Relational Database
6 3 (3.33%) Data Warehouse
7 2 (2.22%) Oracle Smart View
7 2 (2.22%) SQL Server Integration Services
8 1 (1.11%) Oracle BI Publisher
8 1 (1.11%) Power BI
8 1 (1.11%) SQL Server 2014
General
1 21 (23.33%) Finance
2 18 (20.00%) Telecoms
3 11 (12.22%) Marketing
4 6 (6.67%) Banking
5 5 (5.56%) Retail
6 3 (3.33%) Games
7 1 (1.11%) Manufacturing
Job Titles
1 42 (46.67%) Analyst
2 26 (28.89%) Data Analyst
3 10 (11.11%) Business Analyst
4 8 (8.89%) Data Scientist
4 8 (8.89%) SQL Analyst
5 6 (6.67%) Agile Business Analyst
5 6 (6.67%) Developer
5 6 (6.67%) Incident Manager
5 6 (6.67%) Major Incident Manager
5 6 (6.67%) SQL Data Analyst
6 5 (5.56%) Business Intelligence Analyst
6 5 (5.56%) Excel Analyst
6 5 (5.56%) Junior
7 4 (4.44%) Architect
7 4 (4.44%) Data Engineer
7 4 (4.44%) DevOps Engineer
7 4 (4.44%) Insight Manager
7 4 (4.44%) Systems Analyst
8 3 (3.33%) Applications Support
8 3 (3.33%) Support Analyst
Libraries, Frameworks & Software Standards
1 8 (8.89%) scikit-learn
2 4 (4.44%) Kafka
2 4 (4.44%) MLlib
3 2 (2.22%) Mason
3 2 (2.22%) XML
Miscellaneous
1 14 (15.56%) Algorithms
1 14 (15.56%) Virtual Team
2 13 (14.44%) Analytical Skills
3 8 (8.89%) PMI
3 8 (8.89%) Social Media
4 4 (4.44%) Computer Science
4 4 (4.44%) Cyberthreat
5 3 (3.33%) Data Structures
5 3 (3.33%) Mainframe
6 2 (2.22%) Enterprise Software
6 2 (2.22%) Online Games
7 1 (1.11%) Client/Server
7 1 (1.11%) Data Centre
Operating Systems
1 2 (2.22%) Linux
2 1 (1.11%) Data ONTAP
Processes & Methodologies
1 19 (21.11%) ITIL
2 17 (18.89%) Business Analysis
3 14 (15.56%) Business Intelligence
4 13 (14.44%) ETL
5 12 (13.33%) Machine Learning
5 12 (13.33%) Mentoring
5 12 (13.33%) Stakeholder Management
6 11 (12.22%) Migration
7 10 (11.11%) Agile Software Development
7 10 (11.11%) Analytics
7 10 (11.11%) CRM
8 9 (10.00%) Data Modelling
8 9 (10.00%) Mathematics
8 9 (10.00%) Statistical Analysis
9 8 (8.89%) Actionable Insight
9 8 (8.89%) ITIL V3
9 8 (8.89%) PRINCE2
9 8 (8.89%) Problem Management
9 8 (8.89%) Statistics
9 8 (8.89%) UML
Programming Languages
1 47 (52.22%) SQL
2 10 (11.11%) Python
3 6 (6.67%) Bash Shell
3 6 (6.67%) MATLAB
4 4 (4.44%) C
4 4 (4.44%) Java
4 4 (4.44%) Scala
5 3 (3.33%) COBOL
5 3 (3.33%) JCL
6 2 (2.22%) C#
6 2 (2.22%) Perl
6 2 (2.22%) T-SQL
7 1 (1.11%) Data Analysis Expressions (DAX)
7 1 (1.11%) VBA
Qualifications
1 29 (32.22%) Degree
2 12 (13.33%) Security Cleared
3 10 (11.11%) DV Cleared
4 8 (8.89%) Master's Degree
4 8 (8.89%) PMI Certification
5 6 (6.67%) ITIL Foundation Certificate
6 5 (5.56%) ISEB
7 3 (3.33%) Numerate Degree
8 2 (2.22%) SC Cleared
9 1 (1.11%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 5 (5.56%) QA
2 4 (4.44%) GDPR
3 3 (3.33%) Data Quality
4 1 (1.11%) Actionable Recommendations
4 1 (1.11%) SLA
Systems Management
1 4 (4.44%) Kibana
2 1 (1.11%) Tivoli
2 1 (1.11%) WSUS
Vendors
1 18 (20.00%) Oracle
2 14 (15.56%) Microsoft
3 4 (4.44%) Salesforce.com
4 3 (3.33%) IBM
5 2 (2.22%) Greenplum
5 2 (2.22%) Hyperion
5 2 (2.22%) Sybase
6 1 (1.11%) Cisco
6 1 (1.11%) Genesys
6 1 (1.11%) Intel
6 1 (1.11%) NetApp
6 1 (1.11%) Sage
6 1 (1.11%) SAP
6 1 (1.11%) VMware
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £60000.00 - £65000.00 per annum
Posted: 3 days ago
Reading, Berkshire
Uniting Ambition
Salary: £40k - 50k per year
Posted: 4 days ago
Maidenhead, Berkshire
Maersk Line
Posted: 15 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £70000 - £80000 per annum
Posted: 18 days ago