The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Statistics
Berkshire / Reading
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 96 133 127
Rank change year-on-year +37 -6  
Permanent jobs citing Statistics 18 5 29
As % of all permanent IT jobs advertised in Reading 1.36% 0.26% 1.14%
As % of the Processes & Methodologies category 1.63% 0.29% 1.33%
Number of salaries quoted 7 5 18
Median salary £75,000 £65,000 £58,750
Median salary % change year-on-year +15.38% +10.63%  
90% offered a salary of more than £30,000 £38,200 £49,250
10% offered a salary of more than £76,000 £66,500 £65,000
UK excluding London median salary £40,000 £37,500 £40,000
% change year-on-year +6.66% -6.25%  

Statistics 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 Reading with a requirement for process and methodology skills.

Process & Methodology Skills
Reading
Permanent job vacancies with a requirement for process and methodology skills 1107 1695 2177
As % of all permanent IT job vacancies advertised in Reading 83.93% 88.60% 85.78%
Number of salaries quoted 837 1372 1433
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £32,500 £35,000 £35,000
10% offered a salary of more than £70,500 £75,000 £67,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistics
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading citing Statistics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistics in Reading

Statistics
Salary Trend in Reading

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics in Reading.

Salary trend for Statistics in Reading

Statistics
Salary Histogram in Reading

The salary distribution of IT jobs citing Statistics in Reading over the 3 months to 25 April 2017.

Salary histogram for Statistics in Reading

For the 6 months to 25 April 2017, IT jobs citing Statistics 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 Reading region with a requirement for Statistics.

1 22 (81.48%) SQL
2 14 (51.85%) Oracle
3 13 (48.15%) Relational Database
4 11 (40.74%) Degree
5 10 (37.04%) Data Analysis
6 9 (33.33%) ETL
6 9 (33.33%) Analytical Skills
7 8 (29.63%) Algorithms
7 8 (29.63%) scikit-learn
7 8 (29.63%) Virtual Team
7 8 (29.63%) Actionable Insight
7 8 (29.63%) Mentoring
7 8 (29.63%) HBase
7 8 (29.63%) Machine Learning
7 8 (29.63%) Big Data
7 8 (29.63%) Social Media
7 8 (29.63%) NoSQL
7 8 (29.63%) Data Mining
7 8 (29.63%) Statistical Analysis
8 7 (25.93%) Project Management
8 7 (25.93%) SaaS
9 6 (22.22%) Puppet
9 6 (22.22%) CentOS
9 6 (22.22%) Red Hat Enterprise Linux
9 6 (22.22%) Oracle Fusion
9 6 (22.22%) Reverse Engineering
9 6 (22.22%) XenServer
9 6 (22.22%) Security Cleared
9 6 (22.22%) High Availability
9 6 (22.22%) Eloqua

Statistics
Co-occurring IT Skills in Reading 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 (22.22%) WebLogic
2 1 (3.70%) MS Exchange
2 1 (3.70%) Skype for Business
Applications
1 2 (7.41%) Microsoft Excel
1 2 (7.41%) Spreadsheet
Business Applications
1 6 (22.22%) Eloqua
1 6 (22.22%) Oracle EBS
Cloud Services
1 7 (25.93%) SaaS
2 6 (22.22%) Responsys
2 6 (22.22%) Taleo
3 1 (3.70%) Amazon AWS
3 1 (3.70%) IaaS
3 1 (3.70%) Microsoft Azure
3 1 (3.70%) Office 365
Database & Business Intelligence
1 13 (48.15%) Relational Database
2 8 (29.63%) Big Data
2 8 (29.63%) Data Mining
2 8 (29.63%) HBase
2 8 (29.63%) NoSQL
3 6 (22.22%) Oracle Database
3 6 (22.22%) Oracle Reports
3 6 (22.22%) RDBMS
4 5 (18.52%) QlikView
4 5 (18.52%) SQL Server Integration Services
5 3 (11.11%) Data Warehouse
5 3 (11.11%) SQL Server Reporting Services
6 2 (7.41%) SQL Server
General
1 2 (7.41%) Finance
1 2 (7.41%) Marketing
2 1 (3.70%) Advertising
Job Titles
1 8 (29.63%) Data Scientist
2 7 (25.93%) Analyst
3 6 (22.22%) DBA
3 6 (22.22%) Oracle Applications DBA
3 6 (22.22%) Oracle DBA
4 5 (18.52%) Business Intelligence Analyst
4 5 (18.52%) Business Intelligence Manager
4 5 (18.52%) Business Manager
4 5 (18.52%) Developer
4 5 (18.52%) Senior Analyst
4 5 (18.52%) Senior Business Intelligence Analyst
4 5 (18.52%) Senior Business Manager
4 5 (18.52%) Senior Manager
5 3 (11.11%) C# .NET Developer
5 3 (11.11%) ETL Analyst
5 3 (11.11%) Graduate .NET Developer
5 3 (11.11%) Graduate C# .NET Developer
5 3 (11.11%) Graduate C# Developer
5 3 (11.11%) QlikView Analyst
5 3 (11.11%) SQL Analyst
Libraries, Frameworks & Software Standards
1 8 (29.63%) scikit-learn
2 6 (22.22%) Oracle Fusion
3 3 (11.11%) .NET
Miscellaneous
1 9 (33.33%) Analytical Skills
2 8 (29.63%) Algorithms
2 8 (29.63%) Social Media
2 8 (29.63%) Virtual Team
3 6 (22.22%) Enterprise Software
3 6 (22.22%) Management Information System
4 2 (7.41%) Data Protection Act
4 2 (7.41%) User Experience
Operating Systems
1 6 (22.22%) CentOS
1 6 (22.22%) Linux
1 6 (22.22%) Red Hat Enterprise Linux
1 6 (22.22%) Solaris
1 6 (22.22%) Unix
1 6 (22.22%) Windows
Processes & Methodologies
1 10 (37.04%) Data Analysis
2 9 (33.33%) ETL
3 8 (29.63%) Actionable Insight
3 8 (29.63%) Machine Learning
3 8 (29.63%) Mentoring
3 8 (29.63%) Statistical Analysis
4 7 (25.93%) Project Management
5 6 (22.22%) Configuration Management
5 6 (22.22%) High Availability
5 6 (22.22%) Line Management
5 6 (22.22%) Load Balancing
5 6 (22.22%) Performance Management
5 6 (22.22%) Performance Monitoring
5 6 (22.22%) Reverse Engineering
6 5 (18.52%) Analytics
6 5 (18.52%) Business Analysis
6 5 (18.52%) Business Intelligence
6 5 (18.52%) Data Modelling
6 5 (18.52%) Data Visualisation
6 5 (18.52%) Visualisation
Programming Languages
1 22 (81.48%) SQL
2 5 (18.52%) T-SQL
3 3 (11.11%) C#
3 3 (11.11%) C++
Qualifications
1 11 (40.74%) Degree
2 6 (22.22%) Security Cleared
System Software
1 6 (22.22%) XenServer
2 1 (3.70%) Active Directory
2 1 (3.70%) Virtual Servers
Systems Management
1 6 (22.22%) Opscode Chef
1 6 (22.22%) Oracle Enterprise Manager
1 6 (22.22%) Puppet
Vendors
1 14 (51.85%) Oracle
2 6 (22.22%) Microsoft
2 6 (22.22%) Sun
2 6 (22.22%) VMware