The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
South East / Berkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 149 178 208
Rank change year-on-year +29 +30  
Permanent jobs citing Data Analytics 33 29 16
As % of all permanent IT jobs advertised in Berkshire 1.00% 0.64% 0.32%
As % of the Processes & Methodologies category 1.18% 0.72% 0.37%
Number of salaries quoted 28 26 11
Median salary £55,000 £67,500 £60,000
Median salary % change year-on-year -18.51% +12.50%  
90% offered a salary of more than £27,000 £27,500 £40,000
10% offered a salary of more than £57,500 £90,000 £65,000
UK excluding London median salary £47,000 £54,000 £45,000
% change year-on-year -12.96% +20.00%  

Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Berkshire
Permanent job vacancies with a requirement for process and methodology skills 2804 4008 4366
As % of all permanent IT job vacancies advertised in Berkshire 84.64% 88.48% 86.35%
Number of salaries quoted 2195 3175 3188
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £75,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analytics
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics in Berkshire

Data Analytics
Salary Trend in Berkshire

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

Salary trend for Data Analytics in Berkshire

Data Analytics
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Analytics in Berkshire over the 3 months to 27 June 2017.

Salary histogram for Data Analytics in Berkshire

Data Analytics
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 Analytics within the Berkshire region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +16 13 £40,000 -42.85% 1
Wokingham +22 6 £55,000 +100.00%
Bracknell - 2 - -
Slough +5 1 - - 1
Maidenhead - 1 - -
Data Analytics
South East

For the 6 months to 27 June 2017, IT jobs citing Data Analytics 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 Data Analytics.

1 66 (100.00%) Analytics
2 18 (27.27%) SQL
3 15 (22.73%) SAP
3 15 (22.73%) ETL
3 15 (22.73%) Big Data
3 15 (22.73%) Analytical Skills
4 14 (21.21%) Data Warehouse
5 13 (19.70%) Oracle
5 13 (19.70%) SQL Server
5 13 (19.70%) Visualisation
6 12 (18.18%) Data Visualisation
6 12 (18.18%) Linux
6 12 (18.18%) Agile Software Development
7 11 (16.67%) Business Intelligence
7 11 (16.67%) Data Modelling
7 11 (16.67%) Data Mining
7 11 (16.67%) Big Data Analytics
8 10 (15.15%) Data Quality
8 10 (15.15%) T-SQL
8 10 (15.15%) Data Management
9 9 (13.64%) Python
9 9 (13.64%) Marketing
10 8 (12.12%) SAP FSCM
10 8 (12.12%) SAP BW
10 8 (12.12%) SAP FI
10 8 (12.12%) SAP MM
10 8 (12.12%) SAP PS
10 8 (12.12%) SAP SD
10 8 (12.12%) SAP CO
10 8 (12.12%) SAP FI/CO

Data Analytics
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 4 (6.06%) SAS
2 2 (3.03%) Apache
3 1 (1.52%) Apache Spark
3 1 (1.52%) CMS
3 1 (1.52%) Confluence
3 1 (1.52%) Elasticsearch
3 1 (1.52%) IIS
3 1 (1.52%) nginx
3 1 (1.52%) Sitecore CMS
Applications
1 6 (9.09%) Microsoft Excel
2 4 (6.06%) Microsoft Office
3 3 (4.55%) Microsoft PowerPoint
4 2 (3.03%) SPSS Modeler
5 1 (1.52%) SPSS
Business Applications
1 8 (12.12%) SAP CO
1 8 (12.12%) SAP FI
1 8 (12.12%) SAP FI/CO
1 8 (12.12%) SAP FSCM
1 8 (12.12%) SAP MM
1 8 (12.12%) SAP PS
1 8 (12.12%) SAP SD
2 3 (4.55%) SAP HR
3 2 (3.03%) Dynamics CRM
3 2 (3.03%) GoldMine
Cloud Services
1 4 (6.06%) SaaS
2 3 (4.55%) Amazon AWS
3 2 (3.03%) Amazon CloudWatch
3 2 (3.03%) Amazon EC2
4 1 (1.52%) Google Analytics
4 1 (1.52%) Microsoft Azure
Communications & Networking
1 6 (9.09%) Firewall
2 5 (7.58%) Cisco ASA
2 5 (7.58%) Cisco PIX
3 4 (6.06%) MPLS
3 4 (6.06%) Network Security
4 3 (4.55%) Internet
5 2 (3.03%) ASN.1
5 2 (3.03%) Radio Access Network
6 1 (1.52%) DHCP
6 1 (1.52%) DNS
6 1 (1.52%) SAN
6 1 (1.52%) TCP/IP
6 1 (1.52%) VPN
Database & Business Intelligence
1 15 (22.73%) Big Data
2 14 (21.21%) Data Warehouse
3 13 (19.70%) SQL Server
4 11 (16.67%) Data Mining
5 8 (12.12%) SAP BW
6 6 (9.09%) BusinessObjects
6 6 (9.09%) OLTP
6 6 (9.09%) Qlik Sense
7 4 (6.06%) SAP Data Services
8 2 (3.03%) Hadoop
8 2 (3.03%) MongoDB
8 2 (3.03%) MySQL
8 2 (3.03%) Oracle Database
8 2 (3.03%) PostgreSQL
8 2 (3.03%) Power BI
8 2 (3.03%) QlikView
8 2 (3.03%) SAP HANA
8 2 (3.03%) SQL Server Analysis Services
8 2 (3.03%) SQL Server Reporting Services
9 1 (1.52%) SQL Server 2014
Development Applications
1 4 (6.06%) JIRA
2 2 (3.03%) webpack
3 1 (1.52%) FishEye
3 1 (1.52%) Git (software)
3 1 (1.52%) Jenkins
3 1 (1.52%) Sonatype Nexus
General
1 9 (13.64%) Marketing
2 7 (10.61%) Telecoms
3 6 (9.09%) Finance
4 2 (3.03%) Automotive
5 1 (1.52%) Electronics
5 1 (1.52%) Legal
5 1 (1.52%) Retail
Job Titles
1 23 (34.85%) Analyst
2 19 (28.79%) Data Analyst
3 9 (13.64%) Performance Analyst
4 6 (9.09%) ETL Analyst
4 6 (9.09%) SAP Analyst
4 6 (9.09%) SAP Data Analyst
5 5 (7.58%) DevOps Engineer
5 5 (7.58%) Network Engineer
5 5 (7.58%) Product Manager
5 5 (7.58%) SQL Analyst
5 5 (7.58%) SQL Data Analyst
5 5 (7.58%) SQL Server Analyst
6 4 (6.06%) Data Engineer
6 4 (6.06%) Network Security Engineer
6 4 (6.06%) SAP Engineer
6 4 (6.06%) Security Engineer
6 4 (6.06%) Senior Manager
7 3 (4.55%) Analytics Manager
7 3 (4.55%) AWS DevOps
7 3 (4.55%) Senior Analytics Manager
Libraries, Frameworks & Software Standards
1 3 (4.55%) AngularJS
1 3 (4.55%) XML
2 2 (3.03%) Material Design
2 2 (3.03%) Redux
3 1 (1.52%) CSS
3 1 (1.52%) HTML
3 1 (1.52%) LAMP
3 1 (1.52%) LEMP Stack
3 1 (1.52%) MLlib
3 1 (1.52%) Natural Language Processing
3 1 (1.52%) Node.js
3 1 (1.52%) RabbitMQ
3 1 (1.52%) UIMA
3 1 (1.52%) Web Services
Miscellaneous
1 15 (22.73%) Analytical Skills
2 6 (9.09%) Data Centre
3 4 (6.06%) Social Media
4 3 (4.55%) Internet of Things
4 3 (4.55%) User Experience
5 2 (3.03%) Computer Science
5 2 (3.03%) Data Structures
6 1 (1.52%) Clustering
6 1 (1.52%) Greenfield Project
6 1 (1.52%) iPad
6 1 (1.52%) Linux Command Line
6 1 (1.52%) Mobile App
Operating Systems
1 12 (18.18%) Linux
2 4 (6.06%) Windows
3 2 (3.03%) AIX
3 2 (3.03%) HPUX
3 2 (3.03%) Unix
3 2 (3.03%) Windows Server
3 2 (3.03%) Windows Server 2008
4 1 (1.52%) CentOS
4 1 (1.52%) Solaris
4 1 (1.52%) Windows Server 2003
4 1 (1.52%) Windows Server 2012
Processes & Methodologies
1 66 (100.00%) Analytics
2 15 (22.73%) ETL
3 13 (19.70%) Visualisation
4 12 (18.18%) Agile Software Development
4 12 (18.18%) Data Visualisation
5 11 (16.67%) Big Data Analytics
5 11 (16.67%) Business Intelligence
5 11 (16.67%) Data Modelling
6 10 (15.15%) Data Management
7 7 (10.61%) Scrum
8 6 (9.09%) DevOps
8 6 (9.09%) Stakeholder Management
9 4 (6.06%) Machine Learning
9 4 (6.06%) Problem Management
10 3 (4.55%) Continuous Improvement
10 3 (4.55%) Data Analysis
10 3 (4.55%) Data Governance
10 3 (4.55%) Product Marketing
10 3 (4.55%) Project Management
10 3 (4.55%) Service Management
Programming Languages
1 18 (27.27%) SQL
2 10 (15.15%) T-SQL
3 9 (13.64%) Python
4 7 (10.61%) Perl
5 6 (9.09%) ABAP
5 6 (9.09%) Bash Shell
6 4 (6.06%) Java
6 4 (6.06%) JavaScript
7 3 (4.55%) C
7 3 (4.55%) R
8 2 (3.03%) C#
8 2 (3.03%) TypeScript
9 1 (1.52%) C++
9 1 (1.52%) Groovy
9 1 (1.52%) MATLAB
9 1 (1.52%) Ruby
Qualifications
1 6 (9.09%) Degree
2 4 (6.06%) CCNP
2 4 (6.06%) Cisco Certification
3 2 (3.03%) Computer Science Degree
4 1 (1.52%) ISEB
4 1 (1.52%) ITIL Certification
Quality Assurance & Compliance
1 10 (15.15%) Data Quality
2 1 (1.52%) ISO 14001
2 1 (1.52%) ISO 9001
System Software
1 1 (1.52%) Active Directory
1 1 (1.52%) Firmware
1 1 (1.52%) Hyper-V
1 1 (1.52%) VMware ESXi
Systems Management
1 3 (4.55%) Puppet
2 2 (3.03%) Ansible
3 1 (1.52%) McAfee ePO
3 1 (1.52%) Opscode Chef
Vendors
1 15 (22.73%) SAP
2 13 (19.70%) Oracle
3 5 (7.58%) Cisco
3 5 (7.58%) Microsoft
4 4 (6.06%) F5
4 4 (6.06%) Palo Alto
5 3 (4.55%) HP
5 3 (4.55%) IBM
5 3 (4.55%) Salesforce.com
6 2 (3.03%) Greenplum
6 2 (3.03%) Marketo
6 2 (3.03%) Pardot
6 2 (3.03%) Splunk
6 2 (3.03%) Tableau
7 1 (1.52%) ArcSight
7 1 (1.52%) Cloudera
7 1 (1.52%) Google
7 1 (1.52%) LogRhythm
7 1 (1.52%) ServiceNow
7 1 (1.52%) Sitecore
Reading, Berkshire
Digital Vision Search Ltd
Salary: From £20,000 to £30,000 per annum +Benefits
Posted: Yesterday
Newbury, Berkshire
Fenwick Ryan
Salary: £75000 - £80000 per annum + Excellent bens + Influence in Co.
Posted: Yesterday
Slough, Berkshire
Travelport
Salary: Competitive salary
Posted: 4 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Posted: 27 days ago