Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Data Security skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Security over the 6 months to 10 December 2018 with a comparison to the same period in the previous 2 years.

Data Security
South East > Berkshire
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 131 244 243
Rank change year-on-year +113 -1 +77
Permanent jobs citing Data Security 129 16 59
As % of all permanent IT jobs advertised in Berkshire 2.13% 0.25% 0.70%
As % of the Processes & Methodologies category 2.31% 0.28% 0.77%
Number of salaries quoted 31 10 49
Berkshire median annual salary £52,500 £68,750 £50,000
Median salary % change year-on-year -23.64% +37.50% +5.26%
10th Percentile £42,500 £33,625 £23,200
90th Percentile £72,500 £87,500 £79,000
South East median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% +8.70%

Data Security 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 5,577 5,649 7,633
As % of all permanent IT jobs advertised in Berkshire 92.06% 88.56% 90.43%
Number of salaries quoted 4,328 4,429 5,858
Berkshire median annual salary £52,500 £48,500 £50,000
Median salary % change year-on-year +8.25% -3.00% -
10th Percentile £31,175 £28,000 £29,750
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% - -

Data Security
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Security in Berkshire

Data Security
Salary Trend in Berkshire

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

Salary trend for Data Security in Berkshire

Data Security
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Security in Berkshire over the 6 months to 10 December 2018.

Salary histogram for Data Security in Berkshire

Data Security
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Security within the Berkshire region over the 6 months to 10 December 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 +53 90 - - 3
Reading +22 27 £52,500 -17.65%
Wokingham - 3 £42,500 -
Maidenhead -38 2 £57,500 -32.35%
Bracknell - 2 £53,750 - 1
Data Security
South East

For the 6 months to 10 December 2018, IT jobs citing Data Security 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 Data Security.

1 95 (73.64%) Degree
2 93 (72.09%) Data Modelling
3 92 (71.32%) Microsoft Azure
4 91 (70.54%) SAP
5 90 (69.77%) Analytics
5 90 (69.77%) Data Engineering
5 90 (69.77%) Data Science
6 53 (41.09%) Big Data
6 53 (41.09%) Kafka
6 53 (41.09%) Microsoft
6 53 (41.09%) Agile Software Development
7 52 (40.31%) Data Management
7 52 (40.31%) Data Integration
8 51 (39.53%) Scrum
9 49 (37.98%) FMCG
9 49 (37.98%) Enterprise Architecture
9 49 (37.98%) SAP BW
9 49 (37.98%) ETL
9 49 (37.98%) Business Intelligence
10 47 (36.43%) SQL
11 46 (35.66%) Mathematics
12 45 (34.88%) Finance
12 45 (34.88%) Power BI
13 44 (34.11%) Visualisation
13 44 (34.11%) Data Visualisation
14 43 (33.33%) Telecoms
15 42 (32.56%) Retail
15 42 (32.56%) Tableau
15 42 (32.56%) Data-Driven Decision Making
15 42 (32.56%) Decision-Making

Data Security
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 41 (31.78%) Apache
1 41 (31.78%) Apache Spark
1 41 (31.78%) SAS
2 12 (9.30%) Apache Solr
2 12 (9.30%) Elasticsearch
3 1 (0.78%) OpenStack
Applications
1 1 (0.78%) Microsoft Excel
1 1 (0.78%) Microsoft Office
1 1 (0.78%) Microsoft Project
1 1 (0.78%) MS Visio
1 1 (0.78%) Spreadsheet
Cloud Services
1 92 (71.32%) Microsoft Azure
2 2 (1.55%) Amazon AWS
2 2 (1.55%) Google Cloud Platform
3 1 (0.78%) SaaS
Communications & Networking
1 3 (2.33%) Firewall
1 3 (2.33%) Network Security
2 2 (1.55%) Cisco ASA
2 2 (1.55%) Cisco Nexus
2 2 (1.55%) DNS
3 1 (0.78%) BGP
3 1 (0.78%) EIGRP
3 1 (0.78%) FTP
3 1 (0.78%) HTTP
3 1 (0.78%) HTTPS
3 1 (0.78%) IGRP
3 1 (0.78%) IPsec
3 1 (0.78%) OSPF
3 1 (0.78%) SMTP
3 1 (0.78%) VLAN
3 1 (0.78%) VXLAN
Database & Business Intelligence
1 53 (41.09%) Big Data
2 49 (37.98%) SAP BW
3 45 (34.88%) Power BI
4 41 (31.78%) Apache Hive
4 41 (31.78%) Hadoop
4 41 (31.78%) SAP HANA
4 41 (31.78%) Text Mining
5 12 (9.30%) MongoDB
6 3 (2.33%) Data Warehouse
6 3 (2.33%) Enterprise Data Warehouse
6 3 (2.33%) OLAP
6 3 (2.33%) OLTP
6 3 (2.33%) SQL Server Analysis Services
6 3 (2.33%) SQL Server Reporting Services
7 2 (1.55%) Oracle Database
Development Applications
1 14 (10.85%) Eclipse
1 14 (10.85%) IntelliJ
2 12 (9.30%) JUnit
3 4 (3.10%) Cucumber
3 4 (3.10%) Selenium
4 3 (2.33%) ERwin
5 2 (1.55%) Oracle APEX
General
1 45 (34.88%) Finance
2 43 (33.33%) Telecoms
3 42 (32.56%) Retail
4 3 (2.33%) Legal
Job Titles
1 49 (37.98%) Data Engineer
2 41 (31.78%) Data Scientist
3 26 (20.16%) Senior Data Scientist
4 24 (18.60%) Senior Data Engineer
5 20 (15.50%) Developer
6 14 (10.85%) Java Developer
7 5 (3.88%) Security Officer
8 4 (3.10%) Analyst
8 4 (3.10%) Developer in Test
8 4 (3.10%) Software Developer
9 3 (2.33%) Architect
9 3 (2.33%) Information Analyst
9 3 (2.33%) Information Security Analyst
9 3 (2.33%) Project Manager
9 3 (2.33%) Security Analyst
10 2 (1.55%) Network Architect
10 2 (1.55%) Oracle Developer
10 2 (1.55%) PL/SQL Developer
10 2 (1.55%) Security Architect
10 2 (1.55%) SQL Developer
Libraries, Frameworks & Software Standards
1 53 (41.09%) Kafka
2 41 (31.78%) D3.js
2 41 (31.78%) ggplot
3 14 (10.85%) Spring
3 14 (10.85%) Web Services
4 12 (9.30%) AngularJS
4 12 (9.30%) Guice
4 12 (9.30%) JAX-RS
4 12 (9.30%) RESTful
4 12 (9.30%) Spring MVC
5 3 (2.33%) LAMP
6 2 (1.55%) CSS
6 2 (1.55%) Hibernate
6 2 (1.55%) HTML
6 2 (1.55%) REST
6 2 (1.55%) SOAP
6 2 (1.55%) XML
Miscellaneous
1 49 (37.98%) FMCG
2 41 (31.78%) Algorithms
2 41 (31.78%) Social Network
3 7 (5.43%) Management Information System
4 3 (2.33%) Analytical Skills
5 2 (1.55%) Data Centre
5 2 (1.55%) Life Science
5 2 (1.55%) Private Cloud
5 2 (1.55%) Self-Motivation
6 1 (0.78%) Virtual Team
Operating Systems
1 8 (6.20%) Linux
2 3 (2.33%) CentOS
2 3 (2.33%) Windows
3 1 (0.78%) Ubuntu
Processes & Methodologies
1 93 (72.09%) Data Modelling
2 90 (69.77%) Analytics
2 90 (69.77%) Data Engineering
2 90 (69.77%) Data Science
3 53 (41.09%) Agile Software Development
4 52 (40.31%) Data Integration
4 52 (40.31%) Data Management
5 51 (39.53%) Scrum
6 49 (37.98%) Business Intelligence
6 49 (37.98%) Enterprise Architecture
6 49 (37.98%) ETL
7 46 (35.66%) Mathematics
8 44 (34.11%) Data Visualisation
8 44 (34.11%) Visualisation
9 42 (32.56%) Data-Driven Decision Making
9 42 (32.56%) Decision-Making
10 41 (31.78%) Operations Research
10 41 (31.78%) Quantitative Research
10 41 (31.78%) Random Forest
10 41 (31.78%) Statistics
Programming Languages
1 47 (36.43%) SQL
2 41 (31.78%) Python
2 41 (31.78%) R
3 18 (13.95%) Java
4 12 (9.30%) Java 8
5 2 (1.55%) PL/SQL
Qualifications
1 95 (73.64%) Degree
2 8 (6.20%) CISM
2 8 (6.20%) CISSP
3 5 (3.88%) CISA
3 5 (3.88%) Computer Science Degree
4 3 (2.33%) SANS
5 2 (1.55%) CCIE
5 2 (1.55%) Cisco Certification
6 1 (0.78%) CRISC
6 1 (0.78%) PRINCE2 Certification
6 1 (0.78%) Security Cleared
6 1 (0.78%) TOGAF Certification
Quality Assurance & Compliance
1 10 (7.75%) ISO/IEC 27001
2 3 (2.33%) Data Quality
3 2 (1.55%) GDPR
3 2 (1.55%) PCI DSS
3 2 (1.55%) Sarbanes-Oxley
4 1 (0.78%) COBIT
System Software
1 2 (1.55%) VMware Infrastructure
2 1 (0.78%) iptables
Systems Management
1 41 (31.78%) Hadoop YARN
2 12 (9.30%) Kibana
3 2 (1.55%) QRadar
4 1 (0.78%) Puppet
4 1 (0.78%) ZABBIX
Vendors
1 91 (70.54%) SAP
2 53 (41.09%) Microsoft
3 42 (32.56%) Tableau
4 5 (3.88%) Cisco
5 2 (1.55%) F5
5 2 (1.55%) Google
5 2 (1.55%) Juniper
5 2 (1.55%) Oracle
5 2 (1.55%) Palo Alto
5 2 (1.55%) Splunk
5 2 (1.55%) VMware
6 1 (0.78%) Salesforce.com