Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
South East > Berkshire
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 39 62 55
Rank change year-on-year +23 -7 +35
Permanent jobs citing Analytics 360 268 370
As % of all permanent IT jobs advertised in Berkshire 5.73% 4.36% 4.30%
As % of the Processes & Methodologies category 6.30% 4.98% 4.74%
Number of salaries quoted 248 181 331
Berkshire median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £31,250 £26,250 £33,750
90th Percentile £79,500 £75,000 £80,000
South East median annual salary £52,251 £50,000 £50,000
% change year-on-year +4.50% - +11.11%

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 5,710 5,380 7,810
As % of all permanent IT jobs advertised in Berkshire 90.85% 87.58% 90.81%
Number of salaries quoted 4,544 4,231 6,038
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £30,000 £27,750 £30,000
90th Percentile £75,000 £75,000 £75,000
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 23 October 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 23 October 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 +42 135 £57,500 +31.43% 16
Slough +41 96 £52,250 -9.13% 8
Maidenhead -50 30 £45,000 - 5
Newbury +22 21 £57,500 +25.00% 5
Bracknell -12 17 £52,251 +47.60% 3
Wokingham +16 14 £60,000 +9.09% 3
Windsor -11 6 £42,500 - 4
Ascot +5 2 £32,500 -40.91% 1
Analytics
South East

For the 6 months to 23 October 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.

1 126 (35.00%) Business Intelligence
1 126 (35.00%) Degree
2 117 (32.50%) Agile Software Development
3 115 (31.94%) SQL
4 102 (28.33%) Data Science
5 101 (28.06%) Finance
6 92 (25.56%) Data Modelling
7 87 (24.17%) Microsoft Azure
8 84 (23.33%) Microsoft
9 83 (23.06%) Power BI
10 82 (22.78%) Big Data
11 79 (21.94%) Data Engineering
12 77 (21.39%) Visualisation
13 75 (20.83%) Tableau
14 71 (19.72%) SAP
14 71 (19.72%) Retail
14 71 (19.72%) Artificial Intelligence
15 64 (17.78%) Analytical Skills
16 63 (17.50%) SQL Server
16 63 (17.50%) Data Visualisation
17 61 (16.94%) Python
18 59 (16.39%) JavaScript
18 59 (16.39%) Telecoms
19 57 (15.83%) ETL
20 55 (15.28%) HTML
21 52 (14.44%) Scrum
22 51 (14.17%) Data Security
22 51 (14.17%) Data Analytics
23 49 (13.61%) Decision-Making
23 49 (13.61%) Data-Driven Decision Making

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 44 (12.22%) Apache Spark
2 25 (6.94%) Apache
2 25 (6.94%) SAS
3 12 (3.33%) Elasticsearch
4 11 (3.06%) CMS
5 6 (1.67%) Sitecore CMS
6 4 (1.11%) Apache Pig
7 3 (0.83%) OpenStack
7 3 (0.83%) Oracle Workflow
8 2 (0.56%) JBoss
8 2 (0.56%) Tomcat
9 1 (0.28%) IIS
9 1 (0.28%) Umbraco
9 1 (0.28%) WebLogic
9 1 (0.28%) WebSphere
9 1 (0.28%) WordPress
Applications
1 33 (9.17%) Microsoft Excel
2 12 (3.33%) Microsoft PowerPoint
3 6 (1.67%) Microsoft Office
4 4 (1.11%) Spreadsheet
5 1 (0.28%) Adobe Creative Suite
5 1 (0.28%) InVision
5 1 (0.28%) Photoshop
Business Applications
1 6 (1.67%) Salesforce.com CRM
2 5 (1.39%) SAP S/4HANA
3 3 (0.83%) Eloqua
4 1 (0.28%) TrackWise
Cloud Services
1 87 (24.17%) Microsoft Azure
2 24 (6.67%) Amazon AWS
3 15 (4.17%) Azure Data Factory
3 15 (4.17%) SaaS
4 13 (3.61%) Google Analytics
5 7 (1.94%) Adobe Analytics
5 7 (1.94%) AdWords
5 7 (1.94%) GitHub
5 7 (1.94%) PaaS
6 6 (1.67%) Google Cloud Platform
7 5 (1.39%) Google Tag Manager
8 4 (1.11%) Amazon EC2
8 4 (1.11%) Amazon EMR
8 4 (1.11%) Cloud Computing
9 3 (0.83%) Amazon ElastiCache
9 3 (0.83%) Amazon SQS
9 3 (0.83%) Serverless
10 2 (0.56%) SuccessFactors
11 1 (0.28%) IBM Cloud
Communications & Networking
1 12 (3.33%) Firewall
2 6 (1.67%) DNS
3 5 (1.39%) HTTP
3 5 (1.39%) Network Security
3 5 (1.39%) PPP
4 4 (1.11%) Intrusion Detection
4 4 (1.11%) SNMP
5 3 (0.83%) AMQP
5 3 (0.83%) GoToMeeting
5 3 (0.83%) WebEx
6 2 (0.56%) 3GPP
6 2 (0.56%) Diameter Protocol
6 2 (0.56%) Unified Communications
7 1 (0.28%) FCoE
7 1 (0.28%) SMS
7 1 (0.28%) SSL
7 1 (0.28%) TCP/IP
Database & Business Intelligence
1 83 (23.06%) Power BI
2 82 (22.78%) Big Data
3 63 (17.50%) SQL Server
4 43 (11.94%) Hadoop
5 41 (11.39%) Data Warehouse
6 38 (10.56%) Apache Hive
7 37 (10.28%) SQL Server Reporting Services
8 32 (8.89%) SQL Server Integration Services
9 31 (8.61%) SAP BW
10 28 (7.78%) SAP HANA
10 28 (7.78%) SQL Server Analysis Services
11 24 (6.67%) Text Mining
12 20 (5.56%) MySQL
12 20 (5.56%) NoSQL
13 17 (4.72%) Data Lake
14 16 (4.44%) QlikView
14 16 (4.44%) Relational Database
15 12 (3.33%) BusinessObjects
15 12 (3.33%) Crystal Reports
16 10 (2.78%) MongoDB
Development Applications
1 13 (3.61%) Git (software)
2 9 (2.50%) Jenkins
3 5 (1.39%) Eclipse
3 5 (1.39%) JIRA
3 5 (1.39%) SpecFlow
3 5 (1.39%) SQL Server Management Studio (SSMS)
3 5 (1.39%) Subversion
4 4 (1.11%) JMeter
4 4 (1.11%) Team Foundation Server
5 3 (0.83%) Cucumber
5 3 (0.83%) Gatling
5 3 (0.83%) JUnit
6 2 (0.56%) Selenium
7 1 (0.28%) Bitbucket
7 1 (0.28%) Maven
7 1 (0.28%) Octopus Deploy
7 1 (0.28%) Redmine
7 1 (0.28%) WebDriver
General
1 101 (28.06%) Finance
2 71 (19.72%) Retail
3 59 (16.39%) Telecoms
4 46 (12.78%) Marketing
5 20 (5.56%) Advertising
6 11 (3.06%) Manufacturing
7 10 (2.78%) Banking
7 10 (2.78%) Legal
8 9 (2.50%) Automotive
9 8 (2.22%) Electronics
10 4 (1.11%) Local Government
11 3 (0.83%) Front Office
11 3 (0.83%) Investment Banking
11 3 (0.83%) Pharmaceutical
11 3 (0.83%) Publishing
12 2 (0.56%) Billing
12 2 (0.56%) Brand Awareness
Job Titles
1 71 (19.72%) Developer
2 61 (16.94%) Analyst
3 32 (8.89%) Data Engineer
4 27 (7.50%) Data Scientist
5 26 (7.22%) Architect
6 23 (6.39%) .NET Developer
7 22 (6.11%) Senior Developer
8 19 (5.28%) Business Intelligence Analyst
9 17 (4.72%) Data Analyst
9 17 (4.72%) Development Manager
10 16 (4.44%) Senior Data Engineer
11 14 (3.89%) Solutions Architect
12 13 (3.61%) Consultant
12 13 (3.61%) Data Architect
12 13 (3.61%) Senior Analyst
12 13 (3.61%) Senior Data Scientist
13 12 (3.33%) Product Manager
14 11 (3.06%) Lead Developer
14 11 (3.06%) Support Engineer
15 10 (2.78%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 55 (15.28%) HTML
2 47 (13.06%) CSS
3 40 (11.11%) Kafka
4 34 (9.44%) AngularJS
5 31 (8.61%) jQuery
6 30 (8.33%) .NET
7 25 (6.94%) D3.js
8 24 (6.67%) ggplot
9 15 (4.17%) XML
10 11 (3.06%) Node.js
11 10 (2.78%) Spring
11 10 (2.78%) Web Services
12 8 (2.22%) RESTful
13 7 (1.94%) Hibernate
13 7 (1.94%) React
13 7 (1.94%) Twitter Bootstrap
14 6 (1.67%) Akka
14 6 (1.67%) Middleware
14 6 (1.67%) TensorFlow
14 6 (1.67%) Vue.js
Miscellaneous
1 64 (17.78%) Analytical Skills
2 33 (9.17%) FMCG
3 26 (7.22%) Algorithms
4 25 (6.94%) User Experience
5 24 (6.67%) Social Network
6 17 (4.72%) Computer Science
7 12 (3.33%) Security Operations Centre
8 10 (2.78%) Greenfield Project
9 8 (2.22%) Self-Motivation
10 7 (1.94%) Cyberthreat
11 6 (1.67%) Management Information System
11 6 (1.67%) Robotics
11 6 (1.67%) Tandem
12 5 (1.39%) Enterprise Software
12 5 (1.39%) NHS
12 5 (1.39%) Virtual Team
13 4 (1.11%) Analytical Mindset
14 3 (0.83%) BYOD
14 3 (0.83%) Data Centre
14 3 (0.83%) Reference Data
Operating Systems
1 31 (8.61%) Windows
2 29 (8.06%) Linux
3 5 (1.39%) Unix
3 5 (1.39%) Windows Server
4 4 (1.11%) Apple iOS
5 3 (0.83%) Android
5 3 (0.83%) CentOS
5 3 (0.83%) Red Hat Enterprise Linux
5 3 (0.83%) Windows Server 2008
Processes & Methodologies
1 126 (35.00%) Business Intelligence
2 117 (32.50%) Agile Software Development
3 102 (28.33%) Data Science
4 92 (25.56%) Data Modelling
5 79 (21.94%) Data Engineering
6 77 (21.39%) Visualisation
7 71 (19.72%) Artificial Intelligence
8 63 (17.50%) Data Visualisation
9 57 (15.83%) ETL
10 52 (14.44%) Scrum
11 51 (14.17%) Data Analytics
11 51 (14.17%) Data Security
12 49 (13.61%) Data-Driven Decision Making
12 49 (13.61%) Decision-Making
13 41 (11.39%) Data Integration
14 38 (10.56%) Data Management
15 37 (10.28%) Mathematics
16 34 (9.44%) Problem-Solving
17 32 (8.89%) Enterprise Architecture
18 31 (8.61%) Quantitative Research
Programming Languages
1 115 (31.94%) SQL
2 61 (16.94%) Python
3 59 (16.39%) JavaScript
4 45 (12.50%) Java
5 37 (10.28%) R
6 33 (9.17%) C#
7 26 (7.22%) T-SQL
8 16 (4.44%) C
8 16 (4.44%) Scala
9 9 (2.50%) Shell Script
10 7 (1.94%) Data Analysis Expressions (DAX)
11 6 (1.67%) C++
11 6 (1.67%) Go
11 6 (1.67%) Java 8
12 5 (1.39%) Bash Shell
13 4 (1.11%) PHP
14 3 (0.83%) VBA
15 2 (0.56%) Korn
16 1 (0.28%) PL/SQL
Qualifications
1 126 (35.00%) Degree
2 17 (4.72%) Security Cleared
3 14 (3.89%) SC Cleared
4 9 (2.50%) CISSP
4 9 (2.50%) Computer Science Degree
4 9 (2.50%) Master's Degree
5 5 (1.39%) Analytics IQ
5 5 (1.39%) SANS
6 4 (1.11%) MBA
6 4 (1.11%) PMI Certification
7 3 (0.83%) DV Cleared
8 2 (0.56%) MCSE
8 2 (0.56%) Microsoft Certification
8 2 (0.56%) PhD
8 2 (0.56%) PMP
9 1 (0.28%) CCNA
9 1 (0.28%) Cisco Certification
9 1 (0.28%) Linux+ Certification
9 1 (0.28%) MCSA
9 1 (0.28%) Network+ Certification
Quality Assurance & Compliance
1 25 (6.94%) QA
2 9 (2.50%) Data Quality
3 7 (1.94%) GPG13
4 5 (1.39%) SLA
5 3 (0.83%) GDPR
System Software
1 8 (2.22%) HDFS
2 7 (1.94%) Virtual Machines
3 6 (1.67%) Apache Flume
4 4 (1.11%) Docker
5 3 (0.83%) Active Directory
5 3 (0.83%) VMware Infrastructure
6 1 (0.28%) NFS
6 1 (0.28%) Samba
6 1 (0.28%) Snort
6 1 (0.28%) VMware ESXi
6 1 (0.28%) VMware NSX
Systems Management
1 24 (6.67%) Hadoop YARN
2 11 (3.06%) Terraform
3 10 (2.78%) Kibana
4 9 (2.50%) Ansible
5 8 (2.22%) Kubernetes
6 6 (1.67%) EMC NetWorker
7 4 (1.11%) Oozie
7 4 (1.11%) Rundeck
8 3 (0.83%) Grafana
8 3 (0.83%) SCCM
9 1 (0.28%) Nagios
9 1 (0.28%) Puppet
9 1 (0.28%) Systems Management Server (SMS)
9 1 (0.28%) vCenter Server
Vendors
1 84 (23.33%) Microsoft
2 75 (20.83%) Tableau
3 71 (19.72%) SAP
4 23 (6.39%) Oracle
4 23 (6.39%) Salesforce.com
5 14 (3.89%) Google
6 9 (2.50%) Adobe
7 8 (2.22%) Hortonworks
8 6 (1.67%) IBM
8 6 (1.67%) LogRhythm
8 6 (1.67%) Optimizely
8 6 (1.67%) Sitecore
9 5 (1.39%) Automation Anywhere
9 5 (1.39%) Informatica
9 5 (1.39%) RapidMiner
9 5 (1.39%) UiPath
10 4 (1.11%) Alteryx
10 4 (1.11%) CheckPoint
10 4 (1.11%) Cloudera
10 4 (1.11%) VMware