Period
to 19 June 2018

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 June 2018 with a comparison to the same period in the previous 2 years.

Analytics
South East > Berkshire
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 61 63 64
Rank change year-on-year +2 +1 +15
Permanent jobs citing Analytics 285 290 357
As % of all permanent IT jobs advertised in Berkshire 4.24% 4.37% 3.82%
As % of the Processes & Methodologies category 4.77% 5.06% 4.30%
Number of salaries quoted 209 243 311
Berkshire median annual salary £57,500 £55,000 £50,600
Median salary % change year-on-year +4.55% +8.70% +0.70%
10th Percentile £32,000 £27,300 £32,500
90th Percentile £85,500 £70,000 £77,500
South East median annual salary £50,000 £50,000 £50,000

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 5,973 5,736 8,308
As % of all permanent IT jobs advertised in Berkshire 88.78% 86.40% 88.93%
Number of salaries quoted 4,820 4,509 6,638
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £30,000 £27,500 £28,750
90th Percentile £73,750 £75,000 £73,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +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 June 2018.

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 June 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
Reading +35 103 £55,000 +10.00% 24
Maidenhead -17 75 £57,500 +27.78% 6
Newbury +13 34 £57,500 +35.29% 3
Bracknell -17 13 £60,000 - 7
Wokingham -14 8 £50,000 -21.88%
Slough -17 6 £55,000 -15.38% 2
Ascot -13 5 £50,000 -9.09%
Windsor +9 2 £47,500 -54.76% 1
Analytics
South East

For the 6 months to 19 June 2018, 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 91 (31.93%) SQL
2 82 (28.77%) Business Intelligence
3 75 (26.32%) Data Analytics
4 65 (22.81%) Marketing
4 65 (22.81%) Analytical Skills
5 64 (22.46%) Microsoft
6 61 (21.40%) Big Data
7 59 (20.70%) Agile Software Development
8 49 (17.19%) Java
9 48 (16.84%) SQL Server
9 48 (16.84%) Power BI
10 47 (16.49%) Finance
11 44 (15.44%) Stakeholder Management
11 44 (15.44%) JavaScript
12 41 (14.39%) Microsoft Azure
13 40 (14.04%) Degree
14 39 (13.68%) Hadoop
14 39 (13.68%) Big Data Analytics
14 39 (13.68%) HTML
15 37 (12.98%) Python
15 37 (12.98%) Google
16 35 (12.28%) Problem-Solving
17 34 (11.93%) CSS
17 34 (11.93%) SQL Server Reporting Services
18 33 (11.58%) Visualisation
18 33 (11.58%) Data Science
19 32 (11.23%) User Experience
20 31 (10.88%) Data Warehouse
21 30 (10.53%) Data Modelling
21 30 (10.53%) Middleware

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 29 (10.18%) Apache Spark
2 18 (6.32%) Oracle Service Bus
3 10 (3.51%) CMS
4 8 (2.81%) SAS
4 8 (2.81%) SharePoint
5 7 (2.46%) WordPress
6 5 (1.75%) Apache
6 5 (1.75%) OpenStack
7 3 (1.05%) BizTalk Server
7 3 (1.05%) Elasticsearch
8 2 (0.70%) Confluence
9 1 (0.35%) Apache Solr
9 1 (0.35%) IIS
9 1 (0.35%) JBoss
9 1 (0.35%) Tomcat
9 1 (0.35%) WebLogic
9 1 (0.35%) WebSphere
Applications
1 22 (7.72%) Microsoft Excel
2 12 (4.21%) Microsoft Office
3 10 (3.51%) Microsoft PowerPoint
4 4 (1.40%) MS Visio
5 3 (1.05%) Adobe After Effects
5 3 (1.05%) Adobe Illustrator
5 3 (1.05%) Adobe Premiere
5 3 (1.05%) InDesign
5 3 (1.05%) Photoshop
6 1 (0.35%) Adobe Creative Suite
6 1 (0.35%) InVision
6 1 (0.35%) S-PLUS
Business Applications
1 7 (2.46%) Salesforce.com CRM
2 4 (1.40%) SAP HCM
2 4 (1.40%) SAP HR
3 3 (1.05%) SAP S/4HANA
4 2 (0.70%) Epicor Tropos
4 2 (0.70%) Infor M3
4 2 (0.70%) NetSuite
4 2 (0.70%) WebTrends
5 1 (0.35%) SessionCam
Cloud Services
1 41 (14.39%) Microsoft Azure
2 26 (9.12%) Google Analytics
3 23 (8.07%) Adobe Analytics
4 20 (7.02%) Bluemix
4 20 (7.02%) IBM Cloud
5 17 (5.96%) Amazon AWS
6 12 (4.21%) Azure Data Factory
7 10 (3.51%) SaaS
8 8 (2.81%) PaaS
9 6 (2.11%) Firebase
10 5 (1.75%) Amazon ElastiCache
10 5 (1.75%) Amazon SQS
10 5 (1.75%) IaaS
10 5 (1.75%) Serverless
11 4 (1.40%) Google Cloud Platform
11 4 (1.40%) SuccessFactors
12 3 (1.05%) Google Tag Manager
13 2 (0.70%) Force.com
13 2 (0.70%) Salesforce Sales Cloud
13 2 (0.70%) Salesforce Service Cloud
Communications & Networking
1 25 (8.77%) Firewall
2 22 (7.72%) SAN
3 20 (7.02%) LAN
3 20 (7.02%) WAN
4 19 (6.67%) DNS
5 18 (6.32%) DHCP
6 5 (1.75%) AMQP
7 4 (1.40%) TCP/IP
8 2 (0.70%) Cisco ASA
9 1 (0.35%) HTTP
9 1 (0.35%) Internet
9 1 (0.35%) Intranet
9 1 (0.35%) Intrusion Detection
9 1 (0.35%) SSL
Database & Business Intelligence
1 61 (21.40%) Big Data
2 48 (16.84%) Power BI
2 48 (16.84%) SQL Server
3 39 (13.68%) Hadoop
4 34 (11.93%) SQL Server Reporting Services
5 31 (10.88%) Data Warehouse
6 30 (10.53%) SQL Server Integration Services
7 26 (9.12%) SQL Server Analysis Services
8 21 (7.37%) Apache Hive
8 21 (7.37%) MySQL
9 18 (6.32%) NoSQL
9 18 (6.32%) Relational Database
10 12 (4.21%) Azure SQL Database
11 11 (3.86%) Crystal Reports
11 11 (3.86%) Data Lake
11 11 (3.86%) HBase
12 10 (3.51%) Apache Cassandra
12 10 (3.51%) Azure SQL Data Warehouse
13 9 (3.16%) Impala
14 8 (2.81%) QlikView
Development Applications
1 14 (4.91%) Git (software)
2 9 (3.16%) Jenkins
3 7 (2.46%) Subversion
4 6 (2.11%) Crashlytics
5 5 (1.75%) Artifactory
5 5 (1.75%) Cucumber
5 5 (1.75%) Gatling
5 5 (1.75%) JMeter
5 5 (1.75%) JUnit
5 5 (1.75%) SpecFlow
6 4 (1.40%) Maven
7 3 (1.05%) Android Studio
7 3 (1.05%) CocoaPods
7 3 (1.05%) Gradle
7 3 (1.05%) JIRA
7 3 (1.05%) Xcode
8 2 (0.70%) fastlane
8 2 (0.70%) git-flow
9 1 (0.35%) SoapUI
9 1 (0.35%) Visual Studio
General
1 65 (22.81%) Marketing
2 47 (16.49%) Finance
3 28 (9.82%) Telecoms
4 20 (7.02%) Advertising
5 13 (4.56%) Manufacturing
6 11 (3.86%) Games
7 10 (3.51%) Electronics
7 10 (3.51%) Law
7 10 (3.51%) Retail
8 5 (1.75%) Automotive
8 5 (1.75%) Banking
8 5 (1.75%) Legal
9 4 (1.40%) Aerospace
10 3 (1.05%) Front Office
10 3 (1.05%) Investment Banking
10 3 (1.05%) Publishing
11 2 (0.70%) Pharmaceutical
12 1 (0.35%) Billing
Job Titles
1 64 (22.46%) Developer
2 56 (19.65%) Analyst
3 47 (16.49%) Architect
4 26 (9.12%) Senior Developer
5 20 (7.02%) Analytics Manager
5 20 (7.02%) Data Architect
5 20 (7.02%) Infrastructure Architect
6 19 (6.67%) Data Centre Architect
7 18 (6.32%) Senior Analyst
7 18 (6.32%) Virtualisation Architect
8 17 (5.96%) Senior Manager
9 16 (5.61%) Consultant
10 14 (4.91%) Business Intelligence Developer
11 13 (4.56%) Big Data Architect
11 13 (4.56%) Data Analyst
11 13 (4.56%) Enterprise Architect
11 13 (4.56%) Enterprise Data Architect
11 13 (4.56%) Java Developer
12 12 (4.21%) Business Intelligence Analyst
13 11 (3.86%) IT Manager
Libraries, Frameworks & Software Standards
1 39 (13.68%) HTML
2 34 (11.93%) CSS
3 30 (10.53%) Middleware
4 19 (6.67%) Kafka
5 14 (4.91%) jQuery
6 13 (4.56%) Spring
6 13 (4.56%) Web Services
7 11 (3.86%) Hibernate
7 11 (3.86%) TensorFlow
8 9 (3.16%) AngularJS
8 9 (3.16%) REST
8 9 (3.16%) Sass
9 8 (2.81%) HTML5
10 7 (2.46%) RESTful
11 5 (1.75%) Gherkin
11 5 (1.75%) JPA
11 5 (1.75%) Material Design
11 5 (1.75%) Node.js
11 5 (1.75%) RabbitMQ
11 5 (1.75%) Twitter Bootstrap
Miscellaneous
1 65 (22.81%) Analytical Skills
2 32 (11.23%) User Experience
3 20 (7.02%) Public Cloud
4 19 (6.67%) Data Centre
5 18 (6.32%) IBM Mainframe
5 18 (6.32%) Mainframe
5 18 (6.32%) Self-Motivation
6 13 (4.56%) Algorithms
7 12 (4.21%) Greenfield Project
8 10 (3.51%) Computer Science
9 8 (2.81%) Management Information System
10 7 (2.46%) Social Media
11 6 (2.11%) Fintech
12 5 (1.75%) Derivative
12 5 (1.75%) Enterprise Software
12 5 (1.75%) PMI
13 4 (1.40%) Foreign Exchange (FX)
13 4 (1.40%) Smartphone
13 4 (1.40%) Social Network
14 3 (1.05%) Data Structures
Operating Systems
1 18 (6.32%) Linux
2 15 (5.26%) Android
3 9 (3.16%) Apple iOS
4 4 (1.40%) Unix
5 3 (1.05%) FreeBSD
6 1 (0.35%) Windows
Processes & Methodologies
1 82 (28.77%) Business Intelligence
2 75 (26.32%) Data Analytics
3 59 (20.70%) Agile Software Development
4 44 (15.44%) Stakeholder Management
5 39 (13.68%) Big Data Analytics
6 35 (12.28%) Problem-Solving
7 33 (11.58%) Data Science
7 33 (11.58%) Visualisation
8 30 (10.53%) Data Modelling
9 28 (9.82%) Data Analysis
10 26 (9.12%) Digital Marketing
10 26 (9.12%) Mathematics
10 26 (9.12%) Scrum
11 25 (8.77%) Decision-Making
12 23 (8.07%) Machine Learning
13 22 (7.72%) Continuous Integration
13 22 (7.72%) CRM
13 22 (7.72%) Personalization
13 22 (7.72%) Test Automation
14 21 (7.37%) ITIL
Programming Languages
1 91 (31.93%) SQL
2 49 (17.19%) Java
3 44 (15.44%) JavaScript
4 37 (12.98%) Python
5 25 (8.77%) C
6 24 (8.42%) T-SQL
7 20 (7.02%) C++
8 19 (6.67%) R
9 16 (5.61%) Scala
10 15 (5.26%) Java 8
11 9 (3.16%) PHP
12 8 (2.81%) Data Analysis Expressions (DAX)
13 7 (2.46%) C#
14 5 (1.75%) Bash Shell
14 5 (1.75%) Kotlin
15 3 (1.05%) Apple Swift
15 3 (1.05%) Objective-C
16 2 (0.70%) Go
17 1 (0.35%) VB
Qualifications
1 40 (14.04%) Degree
2 10 (3.51%) Security Cleared
3 7 (2.46%) Master's Degree
4 6 (2.11%) PMI Certification
5 5 (1.75%) Cisco Certification
5 5 (1.75%) SC Cleared
6 3 (1.05%) CCNA
6 3 (1.05%) CCSA
6 3 (1.05%) CISA
6 3 (1.05%) CISM
6 3 (1.05%) CISSP
6 3 (1.05%) Computer Science Degree
6 3 (1.05%) DV Cleared
6 3 (1.05%) GIAC
6 3 (1.05%) ITIL Foundation Certificate
6 3 (1.05%) SANS
7 2 (0.70%) CCIE
7 2 (0.70%) JNCIE
7 2 (0.70%) Numerate Degree
8 1 (0.35%) Microsoft Certification
Quality Assurance & Compliance
1 24 (8.42%) QA
2 8 (2.81%) Data Quality
3 6 (2.11%) SLA
System Software
1 23 (8.07%) VMware Infrastructure
2 20 (7.02%) Hyper-V
2 20 (7.02%) NFS
2 20 (7.02%) VMware ESXi
2 20 (7.02%) VMware NSX
3 18 (6.32%) Active Directory
4 10 (3.51%) Docker
5 6 (2.11%) HDFS
6 2 (0.70%) vSphere
7 1 (0.35%) Apache Flume
Systems Management
1 18 (6.32%) Tivoli Storage Manager
1 18 (6.32%) vCenter Server
2 10 (3.51%) Kubernetes
2 10 (3.51%) Terraform
3 9 (3.16%) Ansible
4 4 (1.40%) Docker Swarm
5 3 (1.05%) Juniper STRM
5 3 (1.05%) Kibana
5 3 (1.05%) Puppet
5 3 (1.05%) QRadar
5 3 (1.05%) RSA enVision
5 3 (1.05%) RSA Security Analytics
6 2 (0.70%) EMC NetWorker
7 1 (0.35%) BladeLogic
7 1 (0.35%) Hadoop YARN
7 1 (0.35%) Opscode Chef
Vendors
1 64 (22.46%) Microsoft
2 37 (12.98%) Google
3 30 (10.53%) Adobe
4 28 (9.82%) Oracle
5 25 (8.77%) VMware
6 24 (8.42%) Intel
7 23 (8.07%) IBM
8 20 (7.02%) SAP
9 18 (6.32%) CommVault
9 18 (6.32%) Veeam
10 13 (4.56%) Tableau
11 12 (4.21%) Capita
11 12 (4.21%) Cisco
12 10 (3.51%) Salesforce.com
13 9 (3.16%) CheckPoint
13 9 (3.16%) Juniper
14 8 (2.81%) Palo Alto
15 7 (2.46%) Cloudera
15 7 (2.46%) Optimizely
16 6 (2.11%) F5