Period
to 22 January 2018

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 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

Statistics
Berkshire > Reading
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 101 148 190
Rank change year-on-year +47 +42 -1
Permanent jobs citing Statistics 56 25 24
As % of all permanent IT jobs advertised in Reading 2.19% 0.83% 0.54%
As % of the Processes & Methodologies category 2.59% 0.95% 0.62%
Number of salaries quoted 44 11 24
Reading median annual salary £57,500 £27,000 £50,000
Median salary % change year-on-year +112.96% -46.00% +78.57%
10th Percentile £27,500 £25,500 £26,250
90th Percentile £83,500 £33,750 £55,000
Berkshire median annual salary £46,250 £37,500 £48,750
% change year-on-year +23.33% -23.08% -13.33%

Statistics 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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Permanent vacancies with a requirement for process or methodology skills 2,160 2,627 3,887
As % of all permanent IT jobs advertised in Reading 84.61% 87.63% 87.02%
Number of salaries quoted 1,764 1,894 3,116
Reading median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -5.00%
10th Percentile £30,000 £27,500 £30,000
90th Percentile £75,000 £72,500 £70,000
Berkshire median annual salary £50,000 £50,000 £50,000

Statistics
Job Vacancy Trend in Reading

Job postings citing Statistics as a percentage of all IT jobs advertised in Reading.

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 6 months to 22 January 2018.

Salary histogram for Statistics in Reading

For the 6 months to 22 January 2018, 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 24 (42.86%) Python
2 23 (41.07%) Computer Science
3 22 (39.29%) SQL
3 22 (39.29%) Linux
4 20 (35.71%) Agile Software Development
4 20 (35.71%) High Availability
5 17 (30.36%) Degree
6 16 (28.57%) Analytics
7 14 (25.00%) Mentoring
7 14 (25.00%) Amazon AWS
7 14 (25.00%) PowerShell
7 14 (25.00%) Perl
7 14 (25.00%) Computer Science Degree
8 13 (23.21%) GAP Analysis
8 13 (23.21%) Time Management
9 12 (21.43%) Capacity Planning
9 12 (21.43%) R
9 12 (21.43%) F5
9 12 (21.43%) Coaching
9 12 (21.43%) Performance Tuning
9 12 (21.43%) Performance Analysis
9 12 (21.43%) Migration
9 12 (21.43%) Service Delivery
9 12 (21.43%) Blue Coat
9 12 (21.43%) Unix
9 12 (21.43%) Windows
9 12 (21.43%) Cisco
9 12 (21.43%) Active Directory
9 12 (21.43%) Juniper
9 12 (21.43%) CheckPoint

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 5 (8.93%) SAS
2 3 (5.36%) Apache Spark
3 1 (1.79%) WebLogic
Applications
1 4 (7.14%) Microsoft Excel
1 4 (7.14%) Microsoft PowerPoint
Cloud Services
1 14 (25.00%) Amazon AWS
2 2 (3.57%) Amazon S3
Database & Business Intelligence
1 10 (17.86%) Oracle Database
1 10 (17.86%) Oracle Database 11g
1 10 (17.86%) Oracle Database 12c
1 10 (17.86%) Oracle9i Database
2 6 (10.71%) Data Warehouse
2 6 (10.71%) OLTP
3 5 (8.93%) Data Mining
4 4 (7.14%) Big Data
4 4 (7.14%) SQL Server
5 3 (5.36%) Hadoop
6 2 (3.57%) KNIME
6 2 (3.57%) MongoDB
7 1 (1.79%) Apache Hive
7 1 (1.79%) HBase
7 1 (1.79%) Oracle Reports
7 1 (1.79%) Relational Database
General
1 7 (12.50%) Retail
2 3 (5.36%) Finance
3 1 (1.79%) Banking
3 1 (1.79%) Investment Banking
3 1 (1.79%) Legal
3 1 (1.79%) Marketing
3 1 (1.79%) Publishing
Job Titles
1 12 (21.43%) Architect
1 12 (21.43%) Solutions Architect
2 11 (19.64%) Analyst
2 11 (19.64%) AWS Architect
2 11 (19.64%) AWS Solutions Architect
3 9 (16.07%) DBA
3 9 (16.07%) Oracle DBA
4 8 (14.29%) Security Manager
4 8 (14.29%) SOC Manager
5 6 (10.71%) Junior
6 5 (8.93%) Team Leader
7 4 (7.14%) Data Scientist
7 4 (7.14%) Excel Analyst
7 4 (7.14%) Junior Analyst
7 4 (7.14%) SQL Analyst
8 3 (5.36%) Administrator
8 3 (5.36%) IT Supervisor
9 2 (3.57%) Data Analyst
9 2 (3.57%) Technical Architect
9 2 (3.57%) Unix Administrator
Libraries, Frameworks & Software Standards
1 6 (10.71%) Oracle GoldenGate
2 2 (3.57%) Web Services
3 1 (1.79%) .NET
3 1 (1.79%) CSS
3 1 (1.79%) HTML
3 1 (1.79%) RESTful
3 1 (1.79%) TensorFlow
Miscellaneous
1 23 (41.07%) Computer Science
2 12 (21.43%) Public Cloud
3 6 (10.71%) Analytical Skills
3 6 (10.71%) Replication
4 4 (7.14%) Algorithms
5 2 (3.57%) Data Structures
5 2 (3.57%) Linux Command Line
6 1 (1.79%) Blog
6 1 (1.79%) Derivative
6 1 (1.79%) Equities
6 1 (1.79%) Hedge funds
6 1 (1.79%) Management Information System
6 1 (1.79%) Social Media
6 1 (1.79%) Social Network
Operating Systems
1 22 (39.29%) Linux
2 12 (21.43%) Unix
2 12 (21.43%) Windows
Processes & Methodologies
1 20 (35.71%) Agile Software Development
1 20 (35.71%) High Availability
2 16 (28.57%) Analytics
3 14 (25.00%) Mentoring
4 13 (23.21%) GAP Analysis
4 13 (23.21%) Time Management
5 12 (21.43%) Capacity Planning
5 12 (21.43%) Coaching
5 12 (21.43%) Demand Forecasting
5 12 (21.43%) Migration
5 12 (21.43%) Performance Analysis
5 12 (21.43%) Performance Tuning
5 12 (21.43%) Planning and Forecasting
5 12 (21.43%) Service Delivery
5 12 (21.43%) Service Delivery Management
5 12 (21.43%) Translating Business Requirements
6 11 (19.64%) Continuous Improvement
7 10 (17.86%) Data Modelling
7 10 (17.86%) Database Tuning
8 9 (16.07%) Mathematics
Programming Languages
1 24 (42.86%) Python
2 22 (39.29%) SQL
3 14 (25.00%) Perl
3 14 (25.00%) PowerShell
4 12 (21.43%) R
5 8 (14.29%) Shell Script
6 4 (7.14%) Java
7 3 (5.36%) C++
7 3 (5.36%) Scala
8 2 (3.57%) C#
8 2 (3.57%) MATLAB
9 1 (1.79%) C
Qualifications
1 17 (30.36%) Degree
2 14 (25.00%) Computer Science Degree
3 12 (21.43%) AWS Certification
3 12 (21.43%) Master's Degree
4 2 (3.57%) PhD
Quality Assurance & Compliance
1 9 (16.07%) SLA
System Software
1 12 (21.43%) Active Directory
2 6 (10.71%) Oracle RAC
Systems Management
1 12 (21.43%) Ansible
Vendors
1 12 (21.43%) Blue Coat
1 12 (21.43%) CheckPoint
1 12 (21.43%) Cisco
1 12 (21.43%) F5
1 12 (21.43%) Juniper
1 12 (21.43%) Palo Alto
2 10 (17.86%) Oracle
3 7 (12.50%) Capita
4 1 (1.79%) Facebook
4 1 (1.79%) Twitter