Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

Statistics
South East > Berkshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 205 224 190
Rank change year-on-year +19 -34 +45
Permanent jobs citing Statistics 57 34 116
As % of all permanent IT jobs advertised in Berkshire 0.88% 0.55% 1.33%
As % of the Processes & Methodologies category 0.98% 0.63% 1.46%
Number of salaries quoted 19 26 101
Berkshire median annual salary £50,000 £65,000 £37,500
Median salary % change year-on-year -23.08% +73.33% -31.82%
10th Percentile £26,250 £29,250 £26,250
90th Percentile £63,750 £78,750 £60,000
South East median annual salary £47,500 £42,500 £40,000
% change year-on-year +11.76% +6.25% -11.11%

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 5,831 5,411 7,937
As % of all permanent IT jobs advertised in Berkshire 90.26% 87.40% 90.67%
Number of salaries quoted 4,690 4,229 6,246
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £30,000 £27,500 £31,000
90th Percentile £73,775 £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 24 September 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 24 September 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 18 £67,250 +22.27% 1
Reading -4 14 £39,250 -47.67% 2
Maidenhead -30 7 £55,000 -
Wokingham - 6 - -
Bracknell -27 4 £41,500 +15.92%
Newbury -2 1 - - 1
Statistics
South East

For the 6 months to 24 September 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 37 (64.91%) Degree
2 33 (57.89%) SQL
3 32 (56.14%) Finance
3 32 (56.14%) Mathematics
4 24 (42.11%) R
5 23 (40.35%) Data Visualisation
5 23 (40.35%) Visualisation
5 23 (40.35%) Data Science
5 23 (40.35%) Python
6 22 (38.60%) Big Data
7 21 (36.84%) Business Intelligence
8 20 (35.09%) Telecoms
9 19 (33.33%) Retail
9 19 (33.33%) Analytics
9 19 (33.33%) Algorithms
10 18 (31.58%) Data Modelling
10 18 (31.58%) SAP
11 17 (29.82%) Power BI
12 16 (28.07%) Data Engineering
12 16 (28.07%) Random Forest
12 16 (28.07%) Decision-Making
12 16 (28.07%) Data-Driven Decision Making
12 16 (28.07%) Quantitative Research
12 16 (28.07%) ggplot
12 16 (28.07%) Apache Spark
12 16 (28.07%) Hadoop YARN
12 16 (28.07%) Kafka
12 16 (28.07%) D3.js
12 16 (28.07%) Tableau
12 16 (28.07%) SAP HANA

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 16 (28.07%) Apache
1 16 (28.07%) Apache Spark
1 16 (28.07%) SAS
2 5 (8.77%) CMS
3 2 (3.51%) WebLogic
Applications
1 6 (10.53%) Microsoft Office
2 5 (8.77%) Microsoft Excel
3 3 (5.26%) Microsoft PowerPoint
4 1 (1.75%) MS Visio
Cloud Services
1 16 (28.07%) Microsoft Azure
Communications & Networking
1 1 (1.75%) BGP
1 1 (1.75%) Cisco ASA
1 1 (1.75%) Firewall
1 1 (1.75%) IPsec
1 1 (1.75%) L2TP
1 1 (1.75%) LAN
1 1 (1.75%) Multicast
1 1 (1.75%) Network Security
1 1 (1.75%) OSPF
1 1 (1.75%) SNMP
1 1 (1.75%) SSH
1 1 (1.75%) SSL
1 1 (1.75%) TCP/IP
1 1 (1.75%) Telnet
1 1 (1.75%) VPN
1 1 (1.75%) VRRP
1 1 (1.75%) WAN
1 1 (1.75%) Wireshark
Database & Business Intelligence
1 22 (38.60%) Big Data
2 17 (29.82%) Power BI
3 16 (28.07%) Apache Hive
3 16 (28.07%) Hadoop
3 16 (28.07%) SAP HANA
3 16 (28.07%) Text Mining
4 7 (12.28%) SQL Server
5 6 (10.53%) Relational Database
6 5 (8.77%) NoSQL
6 5 (8.77%) RDBMS
7 4 (7.02%) CouchDB
7 4 (7.02%) MySQL
7 4 (7.02%) Oracle Database
7 4 (7.02%) Oracle Database 11g
8 3 (5.26%) Oracle Database 12c
9 2 (3.51%) Data Mining
9 2 (3.51%) Oracle9i Database
10 1 (1.75%) Data Warehouse
10 1 (1.75%) SQL Server Analysis Services
10 1 (1.75%) SQL Server Reporting Services
Development Applications
1 12 (21.05%) Git (software)
2 7 (12.28%) Jenkins
3 6 (10.53%) JIRA
4 5 (8.77%) Bugzilla
4 5 (8.77%) HP UFT
4 5 (8.77%) Selenium
4 5 (8.77%) Subversion
4 5 (8.77%) TeamCity
General
1 32 (56.14%) Finance
2 20 (35.09%) Telecoms
3 19 (33.33%) Retail
4 3 (5.26%) Electronics
4 3 (5.26%) Marketing
5 2 (3.51%) Manufacturing
6 1 (1.75%) Advertising
6 1 (1.75%) Banking
6 1 (1.75%) Legal
Job Titles
1 16 (28.07%) Data Scientist
2 9 (15.79%) Team Leader
3 8 (14.04%) Developer
3 8 (14.04%) Senior Data Scientist
4 6 (10.53%) Python Developer
4 6 (10.53%) Senior Statistician
4 6 (10.53%) Statistician
5 5 (8.77%) Development Engineer
5 5 (8.77%) Junior
5 5 (8.77%) Junior Software Engineer
5 5 (8.77%) Junior Software Test Engineer
5 5 (8.77%) Senior Developer
5 5 (8.77%) Senior Python Developer
5 5 (8.77%) Software Development Engineer
5 5 (8.77%) Software Engineer
5 5 (8.77%) Software Test Engineer
5 5 (8.77%) Support Team Leader
5 5 (8.77%) Test Development Engineer
5 5 (8.77%) Test Engineer
6 4 (7.02%) Oracle DBA
Libraries, Frameworks & Software Standards
1 16 (28.07%) D3.js
1 16 (28.07%) ggplot
1 16 (28.07%) Kafka
2 5 (8.77%) .NET
2 5 (8.77%) .NET Framework
2 5 (8.77%) ASP.NET
2 5 (8.77%) HTML
2 5 (8.77%) HTML5
2 5 (8.77%) WCF
2 5 (8.77%) WPF
2 5 (8.77%) XML
3 2 (3.51%) AngularJS
3 2 (3.51%) Django
3 2 (3.51%) jQuery
3 2 (3.51%) RESTful
3 2 (3.51%) Twitter Bootstrap
4 1 (1.75%) LDAP
Miscellaneous
1 19 (33.33%) Algorithms
2 16 (28.07%) Social Network
3 8 (14.04%) Analytical Skills
3 8 (14.04%) Self-Motivation
4 7 (12.28%) Computer Science
5 5 (8.77%) Mobile App
6 4 (7.02%) Private Cloud
7 2 (3.51%) Data Structures
7 2 (3.51%) Derivative
7 2 (3.51%) Fintech
7 2 (3.51%) Market Risk
8 1 (1.75%) Analytical Mindset
8 1 (1.75%) Foreign Exchange (FX)
8 1 (1.75%) Replication
8 1 (1.75%) Virtual Team
Operating Systems
1 10 (17.54%) Windows
2 9 (15.79%) Linux
3 7 (12.28%) Unix
4 4 (7.02%) Windows Server
5 1 (1.75%) Oracle Linux
Processes & Methodologies
1 32 (56.14%) Mathematics
2 23 (40.35%) Data Science
2 23 (40.35%) Data Visualisation
2 23 (40.35%) Visualisation
3 21 (36.84%) Business Intelligence
4 19 (33.33%) Analytics
5 18 (31.58%) Data Modelling
6 16 (28.07%) Artificial Intelligence
6 16 (28.07%) Data Engineering
6 16 (28.07%) Data Security
6 16 (28.07%) Data-Driven Decision Making
6 16 (28.07%) Decision-Making
6 16 (28.07%) Econometrics
6 16 (28.07%) Operations Research
6 16 (28.07%) Quantitative Research
6 16 (28.07%) Random Forest
7 13 (22.81%) Agile Software Development
8 12 (21.05%) Test Automation
9 11 (19.30%) Machine Learning
10 10 (17.54%) Continuous Integration
Programming Languages
1 33 (57.89%) SQL
2 24 (42.11%) R
3 23 (40.35%) Python
4 12 (21.05%) JavaScript
5 5 (8.77%) C#
5 5 (8.77%) Go
5 5 (8.77%) Java
6 4 (7.02%) Cython
7 3 (5.26%) C
8 2 (3.51%) Shell Script
9 1 (1.75%) T-SQL
9 1 (1.75%) VBA
Qualifications
1 37 (64.91%) Degree
2 6 (10.53%) Numerate Degree
3 2 (3.51%) Master's Degree
3 2 (3.51%) SC Cleared
3 2 (3.51%) Security Cleared
4 1 (1.75%) CCNA
4 1 (1.75%) CCNP
4 1 (1.75%) CCSP
4 1 (1.75%) Cisco Certification
4 1 (1.75%) CISSP
4 1 (1.75%) ITIL Certification
4 1 (1.75%) PMI Certification
4 1 (1.75%) PMP
Quality Assurance & Compliance
1 5 (8.77%) SLA
System Software
1 5 (8.77%) Firmware
2 3 (5.26%) Oracle RAC
Systems Management
1 16 (28.07%) Hadoop YARN
2 2 (3.51%) Data Guard
3 1 (1.75%) Oracle Enterprise Manager
3 1 (1.75%) Single Sign-On
Vendors
1 18 (31.58%) SAP
2 16 (28.07%) Tableau
3 12 (21.05%) Microsoft
4 4 (7.02%) BMC
4 4 (7.02%) IBM
4 4 (7.02%) Oracle
5 3 (5.26%) Avaya
6 1 (1.75%) Aruba
6 1 (1.75%) Cisco
6 1 (1.75%) Forcepoint
6 1 (1.75%) Fortinet
6 1 (1.75%) Juniper
6 1 (1.75%) Palo Alto
6 1 (1.75%) Stonesoft