Period
to 19 July 2019

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 19 July 2019 with a comparison to the same period in the previous 2 years.

Analytics
South East > Berkshire
6 months to
19 Jul 2019
Same period 2018 Same period 2017
Rank 32 71 59
Rank change year-on-year +39 -12 +6
Permanent jobs citing Analytics 395 265 300
As % of all permanent IT jobs advertised in Berkshire 6.70% 3.94% 4.54%
As % of the Processes & Methodologies category 7.34% 4.34% 5.14%
Number of salaries quoted 283 210 235
Berkshire median annual salary £57,500 £57,500 £54,000
Median salary % change year-on-year - +6.48% +8.00%
10th Percentile £35,050 £30,000 £26,250
90th Percentile £78,750 £87,500 £70,000
South East median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

Analytics 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 5,384 6,112 5,840
As % of all permanent IT jobs advertised in Berkshire 91.35% 90.95% 88.28%
Number of salaries quoted 4,346 4,876 4,583
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £31,250 £30,000 £27,500
90th Percentile £77,500 £73,375 £75,000
South East median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Analytics
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Analytics in Berkshire

Analytics
Salary Trend in Berkshire

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

Salary trend for Analytics in Berkshire

Analytics
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Analytics in Berkshire over the 6 months to 19 July 2019.

Salary histogram for Analytics in Berkshire

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 Analytics within the Berkshire region over the 6 months to 19 July 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
Reading +23 165 £52,500 -12.50% 16
Slough +48 73 £62,250 -14.73% 2
Maidenhead +30 60 £65,000 +15.56% 1
Bracknell +14 30 £52,500 +0.48% 3
Newbury -5 18 £50,000 -13.04% 4
Wokingham 0 6 - - 3
Thatcham - 2 £55,000 -
Ascot +6 1 £66,900 +33.80%
Analytics
South East

For the 6 months to 19 July 2019, IT jobs citing Analytics 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 Analytics.

1 167 (42.28%) Agile Software Development
2 150 (37.97%) Business Intelligence
3 111 (28.10%) SQL
4 105 (26.58%) Data Analytics
5 80 (20.25%) Degree
6 79 (20.00%) Python
7 74 (18.73%) Finance
8 72 (18.23%) Microsoft Azure
9 71 (17.97%) DevOps
10 70 (17.72%) SQL Server
11 66 (16.71%) Analytical Skills
12 65 (16.46%) Power BI
12 65 (16.46%) Power Platform
12 65 (16.46%) Oracle
12 65 (16.46%) Data Warehouse
13 60 (15.19%) Java
13 60 (15.19%) Big Data
14 59 (14.94%) ETL
15 55 (13.92%) Data Modelling
15 55 (13.92%) Amazon AWS
16 54 (13.67%) Scrum
17 53 (13.42%) Retail
17 53 (13.42%) Computer Science
18 51 (12.91%) User Stories
18 51 (12.91%) JavaScript
19 49 (12.41%) Microsoft
20 46 (11.65%) Problem-Solving
21 43 (10.89%) Project Management
21 43 (10.89%) Data Management
22 42 (10.63%) Marketing

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 17 (4.30%) Apache Spark
1 17 (4.30%) Tomcat
2 11 (2.78%) Elasticsearch
3 10 (2.53%) Confluence
3 10 (2.53%) JBoss
4 8 (2.03%) Oracle Workflow
5 6 (1.52%) CMS
5 6 (1.52%) SharePoint
5 6 (1.52%) Sitefinity
6 5 (1.27%) Apache
7 4 (1.01%) Apache Pig
7 4 (1.01%) Cloud Foundry
7 4 (1.01%) WebLogic
8 3 (0.76%) Documentum
8 3 (0.76%) LiveLink
8 3 (0.76%) Oracle SOA Suite
8 3 (0.76%) Skype for Business
8 3 (0.76%) WebLogic Portal
8 3 (0.76%) WordPress
9 2 (0.51%) nginx
Applications
1 28 (7.09%) Microsoft Excel
2 12 (3.04%) Microsoft Office
2 12 (3.04%) Microsoft PowerPoint
3 9 (2.28%) Spreadsheet
4 4 (1.01%) MS Visio
5 3 (0.76%) Microsoft Project
5 3 (0.76%) Sketch
6 1 (0.25%) Adobe Premiere
6 1 (0.25%) Photoshop
6 1 (0.25%) SPSS
6 1 (0.25%) UXPin
Business Applications
1 5 (1.27%) SAP S/4HANA
2 4 (1.01%) BusinessWorks
2 4 (1.01%) HFM
2 4 (1.01%) Hyperion Planning
3 2 (0.51%) Magento
Cloud Services
1 72 (18.23%) Microsoft Azure
2 65 (16.46%) Power Platform
3 55 (13.92%) Amazon AWS
4 27 (6.84%) SaaS
5 23 (5.82%) PaaS
6 21 (5.32%) IaaS
7 13 (3.29%) Amazon S3
8 11 (2.78%) Amazon EC2
8 11 (2.78%) Amazon EMR
8 11 (2.78%) Google Analytics
9 10 (2.53%) AWS CloudFormation
9 10 (2.53%) Google Cloud Platform
10 7 (1.77%) Amazon CloudWatch
10 7 (1.77%) Azure Data Factory
11 6 (1.52%) Amazon SQS
11 6 (1.52%) Virtual Private Cloud
12 5 (1.27%) Cloud Computing
12 5 (1.27%) Office 365
13 4 (1.01%) Akamai
13 4 (1.01%) Amazon Kinesis
Communications & Networking
1 11 (2.78%) Firewall
2 10 (2.53%) TCP/IP
3 9 (2.28%) Network Security
4 8 (2.03%) DNS
4 8 (2.03%) Internet
5 7 (1.77%) BGP
5 7 (1.77%) DMZ
5 7 (1.77%) Intranet
5 7 (1.77%) SSL
5 7 (1.77%) VoIP
5 7 (1.77%) Wireless
6 3 (0.76%) LAN
6 3 (0.76%) Skype
7 2 (0.51%) VPN
8 1 (0.25%) DHCP
8 1 (0.25%) NAS
8 1 (0.25%) SAN
8 1 (0.25%) SMTP
8 1 (0.25%) WAN
8 1 (0.25%) Wi-Fi
Database & Business Intelligence
1 70 (17.72%) SQL Server
2 65 (16.46%) Data Warehouse
2 65 (16.46%) Power BI
3 60 (15.19%) Big Data
4 39 (9.87%) Relational Database
5 35 (8.86%) SQL Server Integration Services
6 30 (7.59%) Data Lake
7 24 (6.08%) BusinessObjects
8 22 (5.57%) SQL Server Reporting Services
9 21 (5.32%) NoSQL
10 20 (5.06%) QlikView
11 18 (4.56%) MySQL
11 18 (4.56%) SQL Server Analysis Services
12 17 (4.30%) SAP HANA
13 16 (4.05%) MongoDB
14 15 (3.80%) PostgreSQL
14 15 (3.80%) SAP BW
15 14 (3.54%) RDBMS
16 13 (3.29%) Apache Cassandra
16 13 (3.29%) Lumira
Development Applications
1 33 (8.35%) Git (software)
2 22 (5.57%) Jenkins
2 22 (5.57%) JIRA
3 17 (4.30%) Visual Studio Team System
4 13 (3.29%) Visual Studio
5 12 (3.04%) Maven
6 6 (1.52%) Selenium
7 5 (1.27%) SQL Server Management Studio (SSMS)
8 4 (1.01%) HP UFT
8 4 (1.01%) LoadRunner
8 4 (1.01%) Oracle APEX
9 3 (0.76%) Axure RP
9 3 (0.76%) Team Foundation Server
10 2 (0.51%) Mocha
10 2 (0.51%) WebDriver
11 1 (0.25%) Atlassian Bamboo
11 1 (0.25%) Octopus Deploy
11 1 (0.25%) Sonatype Nexus
11 1 (0.25%) Subversion
11 1 (0.25%) TeamCity
General
1 74 (18.73%) Finance
2 53 (13.42%) Retail
3 42 (10.63%) Marketing
4 20 (5.06%) Telecoms
5 16 (4.05%) Games
6 7 (1.77%) Banking
6 7 (1.77%) Legal
6 7 (1.77%) Manufacturing
7 4 (1.01%) Law
7 4 (1.01%) Pharmaceutical
7 4 (1.01%) Publishing
8 2 (0.51%) Brand Awareness
8 2 (0.51%) Electronics
9 1 (0.25%) Back Office
9 1 (0.25%) German Language
Job Titles
1 86 (21.77%) Analyst
2 82 (20.76%) Developer
3 34 (8.61%) Architect
4 29 (7.34%) Business Analyst
5 24 (6.08%) Report Analyst
6 23 (5.82%) .NET Developer
7 19 (4.81%) Consultant
7 19 (4.81%) DevOps Engineer
8 18 (4.56%) Senior Developer
9 17 (4.30%) Business Intelligence Analyst
9 17 (4.30%) Data Architect
10 16 (4.05%) Data Engineer
11 14 (3.54%) Business Intelligence Developer
11 14 (3.54%) Data Analyst
12 13 (3.29%) Solutions Architect
13 12 (3.04%) SQL Developer
13 12 (3.04%) Support Engineer
14 11 (2.78%) Business Intelligence Manager
14 11 (2.78%) Digital Business Analyst
14 11 (2.78%) Software Developer
Libraries, Frameworks & Software Standards
1 33 (8.35%) .NET
2 27 (6.84%) AngularJS
2 27 (6.84%) CSS
3 26 (6.58%) HTML
4 22 (5.57%) jQuery
4 22 (5.57%) REST
4 22 (5.57%) XML
5 18 (4.56%) Kafka
6 15 (3.80%) SOAP
6 15 (3.80%) Spring
7 13 (3.29%) Web Services
8 11 (2.78%) Node.js
9 10 (2.53%) Django
10 9 (2.28%) JSON
11 7 (1.77%) J2EE
11 7 (1.77%) MDX
11 7 (1.77%) Spring Boot
11 7 (1.77%) Vue.js
12 6 (1.52%) React
12 6 (1.52%) Spark Streaming
Miscellaneous
1 66 (16.71%) Analytical Skills
2 28 (7.09%) User Experience
3 25 (6.33%) Enterprise Software
4 24 (6.08%) Mobile App
5 23 (5.82%) Self-Motivation
6 21 (5.32%) Management Information System
7 17 (4.30%) Algorithms
8 16 (4.05%) Virtual Team
9 11 (2.78%) Private Cloud
9 11 (2.78%) Social Media
10 10 (2.53%) Public Cloud
11 8 (2.03%) Data Centre
11 8 (2.03%) Enterprise Cloud
11 8 (2.03%) FMCG
11 8 (2.03%) Renewable Energy
12 6 (1.52%) Digital Media
13 5 (1.27%) iPad
14 4 (1.01%) Cloud Native
14 4 (1.01%) PKI
14 4 (1.01%) Reference Data
Operating Systems
1 36 (9.11%) Windows
2 31 (7.85%) Linux
3 10 (2.53%) Apple iOS
4 9 (2.28%) Android
5 8 (2.03%) Windows Server
6 2 (0.51%) CentOS
6 2 (0.51%) Unix
6 2 (0.51%) Windows 10
7 1 (0.25%) Mac OS
Processes & Methodologies
1 167 (42.28%) Agile Software Development
2 150 (37.97%) Business Intelligence
3 105 (26.58%) Data Analytics
4 71 (17.97%) DevOps
5 59 (14.94%) ETL
6 55 (13.92%) Data Modelling
7 54 (13.67%) Scrum
8 53 (13.42%) Computer Science
9 51 (12.91%) User Stories
10 46 (11.65%) Problem-Solving
11 43 (10.89%) Data Management
11 43 (10.89%) Project Management
12 34 (8.61%) E-Commerce
12 34 (8.61%) Security Operations
13 33 (8.35%) Data Science
14 31 (7.85%) Mathematics
15 29 (7.34%) Test Automation
16 28 (7.09%) Stakeholder Management
17 27 (6.84%) Data Analysis
17 27 (6.84%) Migration
Programming Languages
1 111 (28.10%) SQL
2 79 (20.00%) Python
3 60 (15.19%) Java
4 51 (12.91%) JavaScript
5 32 (8.10%) PowerShell
6 31 (7.85%) C#
7 21 (5.32%) T-SQL
8 15 (3.80%) Scala
9 14 (3.54%) R
10 10 (2.53%) Bash Shell
10 10 (2.53%) Java 8
11 8 (2.03%) Ruby
11 8 (2.03%) VB.NET
12 6 (1.52%) Perl
12 6 (1.52%) PHP
13 4 (1.01%) Apex Code
13 4 (1.01%) Data Analysis Expressions (DAX)
13 4 (1.01%) Go
13 4 (1.01%) PL/SQL
14 3 (0.76%) C++
Qualifications
1 80 (20.25%) Degree
2 22 (5.57%) Computer Science Degree
3 8 (2.03%) AWS Certification
4 7 (1.77%) CCIE
4 7 (1.77%) CCNP
4 7 (1.77%) Cisco Certification
4 7 (1.77%) ITIL Certification
4 7 (1.77%) JNCIE
4 7 (1.77%) JNCIP
4 7 (1.77%) PhD
4 7 (1.77%) Security Cleared
5 6 (1.52%) Master's Degree
5 6 (1.52%) Numerate Degree
5 6 (1.52%) SC Cleared
6 3 (0.76%) Microsoft Certification
7 1 (0.25%) A+ Certification
7 1 (0.25%) CISA
7 1 (0.25%) CISM
7 1 (0.25%) CISSP
7 1 (0.25%) MBA
Quality Assurance & Compliance
1 22 (5.57%) QA
2 17 (4.30%) Data Quality
3 8 (2.03%) GDPR
4 3 (0.76%) SLA
5 1 (0.25%) ISO/IEC 27001
System Software
1 24 (6.08%) Docker
2 14 (3.54%) Virtual Machines
3 6 (1.52%) vCloud
4 5 (1.27%) VMware Infrastructure
5 3 (0.76%) Active Directory
5 3 (0.76%) Apache Flume
6 1 (0.25%) HDFS
6 1 (0.25%) Hyper-V
6 1 (0.25%) NFS
6 1 (0.25%) Xen
Systems Management
1 18 (4.56%) Kubernetes
2 11 (2.78%) Ansible
3 9 (2.28%) Opscode Chef
3 9 (2.28%) Puppet
4 6 (1.52%) Terraform
4 6 (1.52%) vCenter Server
5 4 (1.01%) Grafana
5 4 (1.01%) HP Quality Center
5 4 (1.01%) Prometheus
5 4 (1.01%) SCCM
5 4 (1.01%) TIBCO Hawk
6 3 (0.76%) Chukwa
6 3 (0.76%) Hadoop YARN
7 2 (0.51%) Kibana
7 2 (0.51%) ZABBIX
8 1 (0.25%) Microsoft Intune
8 1 (0.25%) Systems Management Server (SMS)
Vendors
1 65 (16.46%) Oracle
2 49 (12.41%) Microsoft
3 29 (7.34%) SAP
4 23 (5.82%) Tableau
5 22 (5.57%) Salesforce.com
6 15 (3.80%) Google
7 12 (3.04%) VMware
8 10 (2.53%) Informatica
9 9 (2.28%) Cognos
10 8 (2.03%) Cisco
10 8 (2.03%) Juniper
11 7 (1.77%) MicroStrategy
11 7 (1.77%) SolarWinds
12 6 (1.52%) AppDynamics
12 6 (1.52%) ServiceNow
12 6 (1.52%) Telerik
12 6 (1.52%) Teradata
13 4 (1.01%) Hyperion
13 4 (1.01%) TIBCO
14 3 (0.76%) Red Hat