Period
to 19 January 2019

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 19 January 2019 with a comparison to the same period in the previous 2 years.

Statistics
South East > Berkshire
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 157 173 204
Rank change year-on-year +16 +31 +80
Permanent jobs citing Statistics 97 88 81
As % of all permanent IT jobs advertised in Berkshire 1.71% 1.34% 1.03%
As % of the Processes & Methodologies category 1.86% 1.52% 1.14%
Number of salaries quoted 37 72 58
Berkshire median annual salary £57,500 £46,250 £37,500
Median salary % change year-on-year +24.32% +23.33% -16.67%
10th Percentile £43,500 £29,863 £26,425
90th Percentile £76,000 £77,250 £57,500
South East median annual salary £55,000 £47,500 £40,000
% change year-on-year +15.79% +18.75% +2.56%

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 5,224 5,801 7,103
As % of all permanent IT jobs advertised in Berkshire 92.28% 88.65% 90.47%
Number of salaries quoted 4,068 4,618 5,406
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £30,250 £28,750 £28,000
90th Percentile £77,500 £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 19 January 2019.

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 19 January 2019. 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 +20 42 £40,000 -38.46%
Reading -15 21 £57,500 - 1
Maidenhead -5 19 £55,000 +15.79%
Newbury +5 8 £67,500 +68.75% 2
Wokingham +18 6 - -
Statistics
South East

For the 6 months to 19 January 2019, 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 68 (70.10%) SQL
2 66 (68.04%) Mathematics
3 63 (64.95%) Degree
4 59 (60.82%) Python
5 58 (59.79%) Algorithms
6 54 (55.67%) Visualisation
7 53 (54.64%) Data Visualisation
7 53 (54.64%) Finance
8 50 (51.55%) Business Intelligence
9 49 (50.52%) SAP
9 49 (50.52%) Telecoms
9 49 (50.52%) R
10 48 (49.48%) Big Data
10 48 (49.48%) Data Science
11 44 (45.36%) Artificial Intelligence
12 43 (44.33%) Retail
13 42 (43.30%) Tableau
13 42 (43.30%) Hadoop
13 42 (43.30%) SAS
13 42 (43.30%) Data Modelling
13 42 (43.30%) Analytics
14 41 (42.27%) Kafka
14 41 (42.27%) D3.js
14 41 (42.27%) Apache Spark
14 41 (42.27%) Hadoop YARN
14 41 (42.27%) Decision-Making
14 41 (42.27%) Data-Driven Decision Making
14 41 (42.27%) Data Engineering
14 41 (42.27%) Power BI
14 41 (42.27%) Random Forest

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 42 (43.30%) SAS
2 41 (42.27%) Apache
2 41 (42.27%) Apache Spark
3 2 (2.06%) CMS
4 1 (1.03%) WebLogic
Applications
1 2 (2.06%) Microsoft Office
2 1 (1.03%) Microsoft Excel
2 1 (1.03%) SPSS
Cloud Services
1 41 (42.27%) Microsoft Azure
2 1 (1.03%) Amazon AWS
2 1 (1.03%) Google Cloud Platform
Communications & Networking
1 4 (4.12%) Firewall
1 4 (4.12%) LAN
1 4 (4.12%) WAN
Database & Business Intelligence
1 48 (49.48%) Big Data
2 42 (43.30%) Hadoop
3 41 (42.27%) Apache Hive
3 41 (42.27%) Power BI
3 41 (42.27%) SAP HANA
3 41 (42.27%) Text Mining
4 22 (22.68%) NoSQL
5 16 (16.49%) RDBMS
5 16 (16.49%) Relational Database
6 14 (14.43%) CouchDB
6 14 (14.43%) MySQL
7 13 (13.40%) Oracle Database
7 13 (13.40%) Oracle Database 11g
8 12 (12.37%) Oracle Database 12c
9 11 (11.34%) SQL Server
10 7 (7.22%) SQL Server 2008
11 1 (1.03%) Data Mining
11 1 (1.03%) Oracle Reports
11 1 (1.03%) Oracle9i Database
Development Applications
1 22 (22.68%) Git (software)
General
1 53 (54.64%) Finance
2 49 (50.52%) Telecoms
3 43 (44.33%) Retail
4 8 (8.25%) Electronics
4 8 (8.25%) Manufacturing
4 8 (8.25%) Marketing
5 3 (3.09%) Banking
6 1 (1.03%) Billing
6 1 (1.03%) Legal
Job Titles
1 42 (43.30%) Data Scientist
2 27 (27.84%) Senior Data Scientist
3 20 (20.62%) DBA
4 17 (17.53%) Developer
5 16 (16.49%) Python Developer
5 16 (16.49%) Senior Developer
5 16 (16.49%) Senior Python Developer
6 13 (13.40%) Oracle DBA
7 8 (8.25%) Java Developer
7 8 (8.25%) Linux Developer
7 8 (8.25%) NoSQL Developer
7 8 (8.25%) Senior Java Developer
8 7 (7.22%) SQL DBA
9 6 (6.19%) Senior Statistician
9 6 (6.19%) Statistician
10 3 (3.09%) Research Engineer
10 3 (3.09%) Senior DBA
10 3 (3.09%) Senior Oracle DBA
10 3 (3.09%) Support Team Leader
10 3 (3.09%) Team Leader
Libraries, Frameworks & Software Standards
1 41 (42.27%) D3.js
1 41 (42.27%) ggplot
1 41 (42.27%) Kafka
2 6 (6.19%) CSS
2 6 (6.19%) CSS3
2 6 (6.19%) HTML
2 6 (6.19%) HTML5
3 4 (4.12%) .NET
3 4 (4.12%) Middleware
3 4 (4.12%) Oracle GoldenGate
4 2 (2.06%) XML
5 1 (1.03%) Elastic Stack
Miscellaneous
1 58 (59.79%) Algorithms
2 41 (42.27%) Social Network
3 12 (12.37%) Analytical Skills
4 11 (11.34%) Management Information System
5 8 (8.25%) Replication
6 7 (7.22%) Enterprise Software
6 7 (7.22%) Self-Motivation
Operating Systems
1 22 (22.68%) Linux
2 21 (21.65%) Unix
3 13 (13.40%) Windows
4 4 (4.12%) Windows Server
Processes & Methodologies
1 66 (68.04%) Mathematics
2 54 (55.67%) Visualisation
3 53 (54.64%) Data Visualisation
4 50 (51.55%) Business Intelligence
5 48 (49.48%) Data Science
6 44 (45.36%) Artificial Intelligence
7 42 (43.30%) Analytics
7 42 (43.30%) Data Modelling
8 41 (42.27%) Data Engineering
8 41 (42.27%) Data Security
8 41 (42.27%) Data-Driven Decision Making
8 41 (42.27%) Decision-Making
8 41 (42.27%) Econometrics
8 41 (42.27%) Operations Research
8 41 (42.27%) Quantitative Research
8 41 (42.27%) Random Forest
9 31 (31.96%) Machine Learning
10 25 (25.77%) Agile Software Development
11 23 (23.71%) Scrum
12 19 (19.59%) ITIL
Programming Languages
1 68 (70.10%) SQL
2 59 (60.82%) Python
3 49 (50.52%) R
4 22 (22.68%) JavaScript
5 20 (20.62%) Java
6 16 (16.49%) Go
7 14 (14.43%) Cython
8 8 (8.25%) C
9 1 (1.03%) Shell Script
Qualifications
1 63 (64.95%) Degree
2 14 (14.43%) Numerate Degree
3 1 (1.03%) PhD
System Software
1 13 (13.40%) Oracle RAC
2 6 (6.19%) Docker
Systems Management
1 41 (42.27%) Hadoop YARN
2 12 (12.37%) Data Guard
3 7 (7.22%) SCCM
3 7 (7.22%) SCOM
4 1 (1.03%) Oracle Enterprise Manager
Vendors
1 49 (50.52%) SAP
2 42 (43.30%) Tableau
3 14 (14.43%) Oracle
4 2 (2.06%) Microsoft
4 2 (2.06%) ServiceNow
5 1 (1.03%) Splunk