Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Statistics
South East > Berkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 184 191 266
Rank change year-on-year +7 +75 -43
Permanent jobs citing Statistics 74 110 73
As % of all permanent IT jobs advertised in Berkshire 1.16% 1.27% 0.66%
As % of the Processes & Methodologies category 1.35% 1.44% 0.76%
Number of salaries quoted 61 90 54
Berkshire median annual salary £45,000 £37,500 £50,000
Median salary % change year-on-year +20.00% -25.00% +49.25%
10th Percentile £27,500 £25,738 £25,000
90th Percentile £75,000 £57,500 £68,750
South East median annual salary £45,000 £40,000 £41,750
% change year-on-year +12.50% -4.19% +1.83%

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 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 5487 7632 9644
As % of all permanent IT jobs advertised in Berkshire 86.37% 88.11% 86.99%
Number of salaries quoted 4274 5822 7534
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £71,250
South East median annual salary £45,000 £45,000 £45,000

Statistics
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Statistics in Berkshire

Statistics
Salary Trend in Berkshire

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

Salary trend for Statistics in Berkshire

Statistics
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Statistics in Berkshire over the 6 months to 24 November 2017.

Salary histogram for Statistics in Berkshire

Statistics
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Berkshire region over the 6 months to 24 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 +60 48 £57,500 +118.01% 4
Newbury -10 9 £40,000 +39.13%
Slough -6 7 £65,000 +18.18%
Maidenhead +22 2 £36,750 +13.08% 1
Bracknell -18 2 £35,800 -4.53%
Ascot - 1 £33,500 -
Statistics
South East

For the 6 months to 24 November 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 Berkshire region with a requirement for Statistics.

1 38 (51.35%) SQL
1 38 (51.35%) Python
2 33 (44.59%) Computer Science
3 28 (37.84%) Degree
4 27 (36.49%) Analytics
5 26 (35.14%) Mathematics
6 19 (25.68%) Linux
7 18 (24.32%) Agile Software Development
7 18 (24.32%) Retail
7 18 (24.32%) High Availability
8 17 (22.97%) SAS
8 17 (22.97%) Finance
9 16 (21.62%) R
10 14 (18.92%) Mentoring
10 14 (18.92%) Perl
11 13 (17.57%) Unix
11 13 (17.57%) Time Management
12 12 (16.22%) PowerShell
12 12 (16.22%) Blue Coat
12 12 (16.22%) Microsoft Excel
12 12 (16.22%) Cisco
12 12 (16.22%) GAP Analysis
12 12 (16.22%) Service Delivery
12 12 (16.22%) CheckPoint
12 12 (16.22%) Juniper
12 12 (16.22%) Coaching
12 12 (16.22%) Analytical Skills
12 12 (16.22%) F5
12 12 (16.22%) Palo Alto
12 12 (16.22%) Service Delivery Management

Statistics
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 17 (22.97%) SAS
2 2 (2.70%) Apache Pig
3 1 (1.35%) Apache Spark
3 1 (1.35%) WebLogic
Applications
1 12 (16.22%) Microsoft Excel
2 7 (9.46%) Spreadsheet
3 4 (5.41%) Microsoft PowerPoint
4 2 (2.70%) SPSS
5 1 (1.35%) Microsoft Office
Business Applications
1 2 (2.70%) FastStats
Cloud Services
1 11 (14.86%) Amazon AWS
2 3 (4.05%) Google Analytics
3 2 (2.70%) Microsoft Azure
4 1 (1.35%) Amazon S3
4 1 (1.35%) IaaS
Communications & Networking
1 2 (2.70%) LAN
1 2 (2.70%) WAN
2 1 (1.35%) DNS
2 1 (1.35%) Firewall
2 1 (1.35%) TCP/IP
Database & Business Intelligence
1 10 (13.51%) Data Mining
1 10 (13.51%) Oracle Database
1 10 (13.51%) Oracle Database 11g
1 10 (13.51%) Oracle Database 12c
2 9 (12.16%) Oracle9i Database
3 8 (10.81%) SQL Server
4 7 (9.46%) Data Warehouse
5 6 (8.11%) Big Data
5 6 (8.11%) OLTP
6 3 (4.05%) Hadoop
6 3 (4.05%) KNIME
7 2 (2.70%) Apache Hive
7 2 (2.70%) SQL Server Integration Services
7 2 (2.70%) SQL Server Reporting Services
8 1 (1.35%) Microsoft Analysis Services
8 1 (1.35%) MongoDB
8 1 (1.35%) MySQL
8 1 (1.35%) Oracle Reports
8 1 (1.35%) QlikView
8 1 (1.35%) SQL Server Analysis Services
Development Applications
1 1 (1.35%) Git (software)
1 1 (1.35%) Visual Studio Team System
General
1 18 (24.32%) Retail
2 17 (22.97%) Finance
3 11 (14.86%) Marketing
4 8 (10.81%) Telecoms
5 3 (4.05%) Banking
6 1 (1.35%) Investment Banking
6 1 (1.35%) Manufacturing
6 1 (1.35%) Publishing
Job Titles
1 24 (32.43%) Analyst
2 11 (14.86%) Data Analyst
2 11 (14.86%) DBA
2 11 (14.86%) SQL Analyst
3 10 (13.51%) Architect
3 10 (13.51%) Data Scientist
3 10 (13.51%) Oracle DBA
4 9 (12.16%) Solutions Architect
4 9 (12.16%) SQL Data Analyst
5 8 (10.81%) AWS Architect
5 8 (10.81%) Security Manager
5 8 (10.81%) SOC Manager
6 7 (9.46%) Junior
7 4 (5.41%) Administrator
7 4 (5.41%) Data Insight Analyst
7 4 (5.41%) Excel Analyst
7 4 (5.41%) Insight Analyst
7 4 (5.41%) Insight Data Analyst
7 4 (5.41%) Junior Analyst
8 3 (4.05%) CRM Manager
Libraries, Frameworks & Software Standards
1 7 (9.46%) Oracle GoldenGate
2 1 (1.35%) .NET
2 1 (1.35%) Middleware
2 1 (1.35%) Natural Language Processing
2 1 (1.35%) RESTful
2 1 (1.35%) Velocity
2 1 (1.35%) Web Services
Miscellaneous
1 33 (44.59%) Computer Science
2 12 (16.22%) Analytical Skills
3 10 (13.51%) Algorithms
4 9 (12.16%) Public Cloud
5 7 (9.46%) Data Structures
5 7 (9.46%) Replication
6 3 (4.05%) Derivative
6 3 (4.05%) Foreign Exchange (FX)
6 3 (4.05%) Linux Command Line
6 3 (4.05%) Management Information System
7 2 (2.70%) Market Risk
7 2 (2.70%) OTC Derivatives
8 1 (1.35%) Data Centre
8 1 (1.35%) Equities
8 1 (1.35%) Fintech
8 1 (1.35%) Hedge funds
8 1 (1.35%) Private Cloud
8 1 (1.35%) User Experience
Operating Systems
1 19 (25.68%) Linux
2 13 (17.57%) Unix
3 11 (14.86%) Windows
4 2 (2.70%) Windows Server
Processes & Methodologies
1 27 (36.49%) Analytics
2 26 (35.14%) Mathematics
3 18 (24.32%) Agile Software Development
3 18 (24.32%) High Availability
4 14 (18.92%) Mentoring
5 13 (17.57%) Time Management
6 12 (16.22%) Coaching
6 12 (16.22%) GAP Analysis
6 12 (16.22%) Service Delivery
6 12 (16.22%) Service Delivery Management
7 11 (14.86%) Data Modelling
7 11 (14.86%) Machine Learning
7 11 (14.86%) Performance Tuning
8 10 (13.51%) Continuous Improvement
8 10 (13.51%) Migration
8 10 (13.51%) Predictive Analytics
8 10 (13.51%) Statistical Analysis
9 9 (12.16%) Capacity Planning
9 9 (12.16%) Database Tuning
9 9 (12.16%) Performance Analysis
Programming Languages
1 38 (51.35%) Python
1 38 (51.35%) SQL
2 16 (21.62%) R
3 14 (18.92%) Perl
4 12 (16.22%) PowerShell
5 7 (9.46%) Shell Script
6 6 (8.11%) Java
7 5 (6.76%) C#
7 5 (6.76%) C++
7 5 (6.76%) MATLAB
8 1 (1.35%) Scala
8 1 (1.35%) T-SQL
Qualifications
1 28 (37.84%) Degree
2 11 (14.86%) Computer Science Degree
2 11 (14.86%) Master's Degree
3 9 (12.16%) AWS Certification
4 8 (10.81%) Numerate Degree
5 5 (6.76%) PhD
Quality Assurance & Compliance
1 6 (8.11%) SLA
2 1 (1.35%) Data Quality
2 1 (1.35%) PCI DSS
System Software
1 10 (13.51%) Active Directory
2 7 (9.46%) Oracle RAC
Systems Management
1 9 (12.16%) Ansible
2 1 (1.35%) Data Guard
2 1 (1.35%) Opscode Chef
2 1 (1.35%) Puppet
2 1 (1.35%) SCCM
2 1 (1.35%) SCOM
Vendors
1 12 (16.22%) Blue Coat
1 12 (16.22%) CheckPoint
1 12 (16.22%) Cisco
1 12 (16.22%) F5
1 12 (16.22%) Juniper
1 12 (16.22%) Palo Alto
2 10 (13.51%) Oracle
3 6 (8.11%) Capita
4 4 (5.41%) Google
5 1 (1.35%) Microsoft
5 1 (1.35%) Tableau
5 1 (1.35%) Twitter