Period
to 12 November 2018

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 12 November 2018 with a comparison to the same period in the previous 2 years.

Statistics
South East > Berkshire
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 181 189 185
Rank change year-on-year +8 -4 +81
Permanent jobs citing Statistics 80 64 123
As % of all permanent IT jobs advertised in Berkshire 1.31% 1.03% 1.42%
As % of the Processes & Methodologies category 1.43% 1.17% 1.57%
Number of salaries quoted 30 52 101
Berkshire median annual salary £57,500 £42,500 £37,500
Median salary % change year-on-year +35.29% +13.33% -25.00%
10th Percentile £30,000 £27,725 £25,750
90th Percentile £71,325 £75,000 £57,500
South East median annual salary £55,000 £45,000 £40,000
% change year-on-year +22.22% +12.50% -5.88%

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 5,587 5,476 7,810
As % of all permanent IT jobs advertised in Berkshire 91.50% 87.91% 90.44%
Number of salaries quoted 4,412 4,287 5,992
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £30,775 £28,150 £30,000
90th Percentile £76,250 £75,000 £75,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 12 November 2018.

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 12 November 2018. 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
Slough +22 33 £62,500 -3.85% 2
Reading -14 20 £57,500 - 2
Maidenhead -24 11 £55,000 +49.66%
Wokingham - 6 - -
Newbury +11 4 £62,500 +56.25%
Statistics
South East

For the 6 months to 12 November 2018, IT jobs citing Statistics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Berkshire region with a requirement for Statistics.

1 54 (67.50%) Degree
1 54 (67.50%) Mathematics
2 48 (60.00%) SQL
3 47 (58.75%) Finance
4 44 (55.00%) Python
5 42 (52.50%) Algorithms
6 39 (48.75%) Visualisation
7 38 (47.50%) R
7 38 (47.50%) Data Visualisation
7 38 (47.50%) Business Intelligence
8 37 (46.25%) Telecoms
8 37 (46.25%) Big Data
8 37 (46.25%) Data Science
9 36 (45.00%) SAP
10 35 (43.75%) Retail
11 33 (41.25%) Data Modelling
12 32 (40.00%) Analytics
13 31 (38.75%) Tableau
13 31 (38.75%) Hadoop
13 31 (38.75%) SAS
13 31 (38.75%) Artificial Intelligence
14 30 (37.50%) Text Mining
14 30 (37.50%) Data Security
14 30 (37.50%) Econometrics
14 30 (37.50%) Apache
14 30 (37.50%) Microsoft Azure
14 30 (37.50%) Apache Hive
14 30 (37.50%) Kafka
14 30 (37.50%) SAP HANA
14 30 (37.50%) Social Network

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 31 (38.75%) SAS
2 30 (37.50%) Apache
2 30 (37.50%) Apache Spark
3 5 (6.25%) CMS
4 2 (2.50%) WebLogic
Applications
1 6 (7.50%) Microsoft Office
2 1 (1.25%) MS Visio
2 1 (1.25%) SPSS
Cloud Services
1 30 (37.50%) Microsoft Azure
Communications & Networking
1 1 (1.25%) BGP
1 1 (1.25%) Cisco ASA
1 1 (1.25%) Firewall
1 1 (1.25%) IPsec
1 1 (1.25%) L2TP
1 1 (1.25%) LAN
1 1 (1.25%) Multicast
1 1 (1.25%) Network Security
1 1 (1.25%) OSPF
1 1 (1.25%) SNMP
1 1 (1.25%) SSH
1 1 (1.25%) SSL
1 1 (1.25%) TCP/IP
1 1 (1.25%) Telnet
1 1 (1.25%) VPN
1 1 (1.25%) VRRP
1 1 (1.25%) WAN
1 1 (1.25%) Wireshark
Database & Business Intelligence
1 37 (46.25%) Big Data
2 31 (38.75%) Hadoop
3 30 (37.50%) Apache Hive
3 30 (37.50%) Power BI
3 30 (37.50%) SAP HANA
3 30 (37.50%) Text Mining
4 14 (17.50%) NoSQL
5 12 (15.00%) RDBMS
5 12 (15.00%) Relational Database
6 10 (12.50%) CouchDB
6 10 (12.50%) MySQL
7 8 (10.00%) SQL Server
8 7 (8.75%) Oracle Database
8 7 (8.75%) Oracle Database 11g
9 6 (7.50%) Oracle Database 12c
10 2 (2.50%) Oracle9i Database
10 2 (2.50%) SQL Server 2008
11 1 (1.25%) Data Mining
11 1 (1.25%) Data Warehouse
11 1 (1.25%) SQL Server Analysis Services
Development Applications
1 19 (23.75%) Git (software)
2 5 (6.25%) Bugzilla
2 5 (6.25%) HP UFT
2 5 (6.25%) Jenkins
2 5 (6.25%) JIRA
2 5 (6.25%) Selenium
2 5 (6.25%) Subversion
2 5 (6.25%) TeamCity
General
1 47 (58.75%) Finance
2 37 (46.25%) Telecoms
3 35 (43.75%) Retail
4 6 (7.50%) Electronics
4 6 (7.50%) Manufacturing
4 6 (7.50%) Marketing
5 2 (2.50%) Banking
6 1 (1.25%) Advertising
6 1 (1.25%) Legal
Job Titles
1 31 (38.75%) Data Scientist
2 19 (23.75%) Senior Data Scientist
3 13 (16.25%) Developer
4 12 (15.00%) Python Developer
4 12 (15.00%) Senior Developer
4 12 (15.00%) Senior Python Developer
5 10 (12.50%) Team Leader
6 9 (11.25%) DBA
7 7 (8.75%) Oracle DBA
8 6 (7.50%) Java Developer
8 6 (7.50%) Linux Developer
8 6 (7.50%) NoSQL Developer
8 6 (7.50%) Senior Java Developer
8 6 (7.50%) Senior Statistician
8 6 (7.50%) Statistician
8 6 (7.50%) Support Team Leader
9 5 (6.25%) Development Engineer
9 5 (6.25%) Junior Software Engineer
9 5 (6.25%) Junior Software Test Engineer
9 5 (6.25%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 30 (37.50%) D3.js
1 30 (37.50%) ggplot
1 30 (37.50%) Kafka
2 7 (8.75%) HTML
2 7 (8.75%) HTML5
3 5 (6.25%) .NET
3 5 (6.25%) .NET Framework
3 5 (6.25%) ASP.NET
3 5 (6.25%) WCF
3 5 (6.25%) WPF
3 5 (6.25%) XML
4 2 (2.50%) CSS
4 2 (2.50%) CSS3
5 1 (1.25%) Elastic Stack
5 1 (1.25%) LDAP
Miscellaneous
1 42 (52.50%) Algorithms
2 30 (37.50%) Social Network
3 13 (16.25%) Computer Science
4 10 (12.50%) Analytical Skills
5 7 (8.75%) Self-Motivation
6 5 (6.25%) Mobile App
7 4 (5.00%) Private Cloud
8 3 (3.75%) Replication
9 2 (2.50%) Enterprise Software
9 2 (2.50%) Management Information System
10 1 (1.25%) Analytical Mindset
10 1 (1.25%) Virtual Team
Operating Systems
1 15 (18.75%) Linux
2 14 (17.50%) Unix
3 12 (15.00%) Windows
4 4 (5.00%) Windows Server
5 1 (1.25%) Oracle Linux
Processes & Methodologies
1 54 (67.50%) Mathematics
2 39 (48.75%) Visualisation
3 38 (47.50%) Business Intelligence
3 38 (47.50%) Data Visualisation
4 37 (46.25%) Data Science
5 33 (41.25%) Data Modelling
6 32 (40.00%) Analytics
7 31 (38.75%) Artificial Intelligence
8 30 (37.50%) Data Engineering
8 30 (37.50%) Data Security
8 30 (37.50%) Data-Driven Decision Making
8 30 (37.50%) Decision-Making
8 30 (37.50%) Econometrics
8 30 (37.50%) Operations Research
8 30 (37.50%) Quantitative Research
8 30 (37.50%) Random Forest
9 22 (27.50%) Agile Software Development
9 22 (27.50%) Machine Learning
10 17 (21.25%) Continuous Integration
10 17 (21.25%) Test Automation
Programming Languages
1 48 (60.00%) SQL
2 44 (55.00%) Python
3 38 (47.50%) R
4 19 (23.75%) JavaScript
5 13 (16.25%) Java
6 12 (15.00%) Go
7 10 (12.50%) Cython
8 6 (7.50%) C
9 5 (6.25%) C#
10 2 (2.50%) Shell Script
11 1 (1.25%) T-SQL
Qualifications
1 54 (67.50%) Degree
2 10 (12.50%) Numerate Degree
3 1 (1.25%) CCNA
3 1 (1.25%) CCNP
3 1 (1.25%) CCSP
3 1 (1.25%) Cisco Certification
3 1 (1.25%) CISSP
3 1 (1.25%) PhD
3 1 (1.25%) PMI Certification
3 1 (1.25%) PMP
3 1 (1.25%) SC Cleared
3 1 (1.25%) Security Cleared
Quality Assurance & Compliance
1 1 (1.25%) SLA
System Software
1 6 (7.50%) Oracle RAC
2 5 (6.25%) Firmware
3 2 (2.50%) Docker
Systems Management
1 30 (37.50%) Hadoop YARN
2 5 (6.25%) Data Guard
3 2 (2.50%) SCCM
3 2 (2.50%) SCOM
4 1 (1.25%) Oracle Enterprise Manager
4 1 (1.25%) Single Sign-On
Vendors
1 36 (45.00%) SAP
2 31 (38.75%) Tableau
3 11 (13.75%) Microsoft
4 7 (8.75%) Oracle
5 4 (5.00%) BMC
5 4 (5.00%) IBM
6 3 (3.75%) Avaya
7 1 (1.25%) Aruba
7 1 (1.25%) Cisco
7 1 (1.25%) Forcepoint
7 1 (1.25%) Fortinet
7 1 (1.25%) Juniper
7 1 (1.25%) Palo Alto
7 1 (1.25%) ServiceNow
7 1 (1.25%) Splunk
7 1 (1.25%) Stonesoft