Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Analytics
Berkshire > Reading
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 54 93 49
Rank change year-on-year +39 -44 +99
Permanent jobs citing Analytics 115 85 220
As % of all permanent IT jobs advertised in Reading 4.51% 2.78% 4.97%
As % of the Processes & Methodologies category 5.33% 3.16% 5.72%
Number of salaries quoted 91 75 211
Reading median annual salary £49,000 £60,000 £48,500
Median salary % change year-on-year -18.33% +23.71% -11.82%
10th Percentile £31,000 £28,850 £37,500
90th Percentile £75,000 £72,250 £66,250
Berkshire median annual salary £57,500 £55,000 £47,500
% change year-on-year +4.55% +15.79% -13.64%

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Permanent vacancies with a requirement for process or methodology skills 2,157 2,688 3,847
As % of all permanent IT jobs advertised in Reading 84.59% 87.79% 86.96%
Number of salaries quoted 1,757 1,945 3,076
Reading median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% -2.54%
10th Percentile £30,000 £27,850 £30,250
90th Percentile £75,000 £72,500 £70,000
Berkshire median annual salary £50,000 £50,000 £50,000

Analytics
Job Vacancy Trend in Reading

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

Job vacancy trend for Analytics in Reading

Analytics
Salary Trend in Reading

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

Salary trend for Analytics in Reading

Analytics
Salary Histogram in Reading

The salary distribution of IT jobs citing Analytics in Reading over the 6 months to 18 January 2018.

Salary histogram for Analytics in Reading

For the 6 months to 18 January 2018, IT jobs citing 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 Reading region with a requirement for Analytics.

1 32 (27.83%) Analytical Skills
2 24 (20.87%) SQL
2 24 (20.87%) Degree
3 23 (20.00%) Agile Software Development
4 22 (19.13%) Google
5 21 (18.26%) Big Data
5 21 (18.26%) Java
6 20 (17.39%) Python
6 20 (17.39%) Data Analytics
7 19 (16.52%) Amazon AWS
7 19 (16.52%) Computer Science
7 19 (16.52%) Google Analytics
8 18 (15.65%) Marketing
8 18 (15.65%) Mentoring
9 17 (14.78%) Statistics
9 17 (14.78%) Cisco
9 17 (14.78%) Adobe
9 17 (14.78%) Juniper
9 17 (14.78%) CheckPoint
10 15 (13.04%) Business Intelligence
10 15 (13.04%) Retail
10 15 (13.04%) Web Analytics
10 15 (13.04%) Visualisation
11 14 (12.17%) Hadoop
11 14 (12.17%) Linux
12 13 (11.30%) CRM
12 13 (11.30%) Blue Coat
12 13 (11.30%) Time Management
12 13 (11.30%) SC Cleared
12 13 (11.30%) Security Cleared

Analytics
Co-occurring IT Skills in Reading 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 11 (9.57%) Apache Spark
2 10 (8.70%) SAS
3 8 (6.96%) Apache
4 4 (3.48%) Apache Pig
4 4 (3.48%) SharePoint
5 3 (2.61%) CMS
6 1 (0.87%) Confluence
6 1 (0.87%) GeoServer
Applications
1 8 (6.96%) InVision
2 7 (6.09%) Microsoft Excel
2 7 (6.09%) Microsoft PowerPoint
3 5 (4.35%) Microsoft Office
4 1 (0.87%) Photoshop
Business Applications
1 9 (7.83%) WebTrends
2 2 (1.74%) SAP GRC
3 1 (0.87%) Shopify
3 1 (0.87%) Sprinklr
Cloud Services
1 19 (16.52%) Amazon AWS
1 19 (16.52%) Google Analytics
2 11 (9.57%) Microsoft Azure
3 9 (7.83%) Adobe Analytics
4 8 (6.96%) Trello
5 5 (4.35%) Serverless
6 4 (3.48%) Amazon EMR
7 3 (2.61%) SaaS
8 2 (1.74%) Amazon S3
8 2 (1.74%) Azure Machine Learning
8 2 (1.74%) Data Lake Analytics
8 2 (1.74%) GitHub
9 1 (0.87%) Azure Data Factory
9 1 (0.87%) Cortana Intelligence Suite
9 1 (0.87%) IaaS
9 1 (0.87%) PaaS
Communications & Networking
1 9 (7.83%) Intrusion Detection
2 4 (3.48%) Firewall
2 4 (3.48%) TCP/IP
3 2 (1.74%) Broadband
4 1 (0.87%) Internet
4 1 (0.87%) RIP
Database & Business Intelligence
1 21 (18.26%) Big Data
2 14 (12.17%) Hadoop
3 11 (9.57%) MySQL
4 10 (8.70%) HBase
4 10 (8.70%) Relational Database
5 9 (7.83%) Data Warehouse
5 9 (7.83%) SQL Server
6 6 (5.22%) Data Mining
6 6 (5.22%) Power BI
7 5 (4.35%) Apache Hive
8 4 (3.48%) Data Lake
8 4 (3.48%) Impala
8 4 (3.48%) NoSQL
8 4 (3.48%) QlikView
8 4 (3.48%) SQL Server Analysis Services
8 4 (3.48%) SQL Server Integration Services
8 4 (3.48%) Sqoop
8 4 (3.48%) Star Schema
9 3 (2.61%) KNIME
10 2 (1.74%) MongoDB
Development Applications
1 9 (7.83%) JIRA
General
1 18 (15.65%) Marketing
2 15 (13.04%) Retail
3 11 (9.57%) Finance
4 6 (5.22%) Banking
4 6 (5.22%) Legal
5 4 (3.48%) Aerospace
5 4 (3.48%) Law
6 1 (0.87%) Advertising
6 1 (0.87%) Financial Institution
6 1 (0.87%) Manufacturing
6 1 (0.87%) Music Industry
6 1 (0.87%) Telecoms
Job Titles
1 33 (28.70%) Analyst
2 9 (7.83%) Developer
2 9 (7.83%) SOC Analyst
3 8 (6.96%) Performance Analyst
3 8 (6.96%) Security Manager
3 8 (6.96%) SOC Manager
4 7 (6.09%) Analytics Manager
4 7 (6.09%) Architect
4 7 (6.09%) Digital Analyst
4 7 (6.09%) Digital Performance Analyst
4 7 (6.09%) Head of Analytics
5 6 (5.22%) AWS DevOps
5 6 (5.22%) AWS DevOps Engineer
5 6 (5.22%) AWS Engineer
5 6 (5.22%) Consultant
5 6 (5.22%) DevOps Engineer
5 6 (5.22%) Head of Digital
5 6 (5.22%) Head of Digital Analytics
5 6 (5.22%) Marketing Manager
6 5 (4.35%) Java Developer
Libraries, Frameworks & Software Standards
1 5 (4.35%) CGI
1 5 (4.35%) Hibernate
1 5 (4.35%) HTML
1 5 (4.35%) Middleware
1 5 (4.35%) Spring
2 4 (3.48%) CSS
2 4 (3.48%) XML
3 3 (2.61%) Kafka
3 3 (2.61%) TensorFlow
4 1 (0.87%) .NET
4 1 (0.87%) ASP.NET
4 1 (0.87%) GeoTools
4 1 (0.87%) JTS
4 1 (0.87%) RESTful
4 1 (0.87%) Web Services
Miscellaneous
1 32 (27.83%) Analytical Skills
2 19 (16.52%) Computer Science
3 9 (7.83%) Mobile App
4 8 (6.96%) Cyberattack
5 7 (6.09%) Social Media
6 5 (4.35%) Algorithms
6 5 (4.35%) Robotics
6 5 (4.35%) Tandem
7 4 (3.48%) Cyber Kill Chain
7 4 (3.48%) Management Information System
7 4 (3.48%) Security Operations Centre
7 4 (3.48%) Social Network
8 3 (2.61%) Data Structures
8 3 (2.61%) Greenfield Project
8 3 (2.61%) Linux Command Line
9 1 (0.87%) Fintech
9 1 (0.87%) Internet of Things
9 1 (0.87%) iPad
9 1 (0.87%) iPhone
Operating Systems
1 14 (12.17%) Linux
2 4 (3.48%) FreeBSD
3 3 (2.61%) Unix
4 1 (0.87%) Windows
Processes & Methodologies
1 23 (20.00%) Agile Software Development
2 20 (17.39%) Data Analytics
3 18 (15.65%) Mentoring
4 17 (14.78%) Statistics
5 15 (13.04%) Business Intelligence
5 15 (13.04%) Visualisation
5 15 (13.04%) Web Analytics
6 13 (11.30%) CRM
6 13 (11.30%) Data Visualisation
6 13 (11.30%) SIEM
6 13 (11.30%) Time Management
7 12 (10.43%) Cybersecurity
8 11 (9.57%) DevOps
8 11 (9.57%) Digital Analytics
8 11 (9.57%) Scrum
9 10 (8.70%) Big Data Analytics
9 10 (8.70%) Business Analysis
9 10 (8.70%) Mathematics
9 10 (8.70%) Open Source
9 10 (8.70%) Stakeholder Engagement
Programming Languages
1 24 (20.87%) SQL
2 21 (18.26%) Java
3 20 (17.39%) Python
4 12 (10.43%) R
5 7 (6.09%) C#
5 7 (6.09%) JavaScript
6 6 (5.22%) C
7 4 (3.48%) C++
7 4 (3.48%) Scala
8 3 (2.61%) Bash Shell
8 3 (2.61%) MATLAB
8 3 (2.61%) Perl
8 3 (2.61%) PHP
9 1 (0.87%) T-SQL
9 1 (0.87%) VB.NET
Qualifications
1 24 (20.87%) Degree
2 13 (11.30%) Computer Science Degree
2 13 (11.30%) SC Cleared
2 13 (11.30%) Security Cleared
3 7 (6.09%) Cisco Certification
4 6 (5.22%) Analytics IQ
5 4 (3.48%) CCNA
5 4 (3.48%) CCSA
5 4 (3.48%) CISA
5 4 (3.48%) CISM
5 4 (3.48%) CISSP
5 4 (3.48%) GIAC
5 4 (3.48%) ITIL Foundation Certificate
5 4 (3.48%) SANS
6 3 (2.61%) CCIE
6 3 (2.61%) JNCIE
6 3 (2.61%) PhD
Quality Assurance & Compliance
1 9 (7.83%) QA
2 5 (4.35%) Data Quality
3 1 (0.87%) Actionable Recommendations
3 1 (0.87%) GDPR
System Software
1 4 (3.48%) Apache Flume
1 4 (3.48%) HDFS
2 3 (2.61%) Docker
2 3 (2.61%) VMware Infrastructure
2 3 (2.61%) vSphere
Systems Management
1 4 (3.48%) Juniper STRM
1 4 (3.48%) Nagios
1 4 (3.48%) Oozie
1 4 (3.48%) QRadar
1 4 (3.48%) RSA enVision
1 4 (3.48%) RSA Security Analytics
2 3 (2.61%) Ansible
2 3 (2.61%) Kubernetes
2 3 (2.61%) Puppet
Vendors
1 22 (19.13%) Google
2 17 (14.78%) Adobe
2 17 (14.78%) CheckPoint
2 17 (14.78%) Cisco
2 17 (14.78%) Juniper
3 13 (11.30%) Blue Coat
3 13 (11.30%) F5
3 13 (11.30%) Palo Alto
4 12 (10.43%) Microsoft
5 9 (7.83%) Omniture
6 8 (6.96%) Oracle
6 8 (6.96%) Tableau
7 5 (4.35%) Blue Prism
7 5 (4.35%) SAP
8 4 (3.48%) Capita
8 4 (3.48%) Cloudera
8 4 (3.48%) IBM
8 4 (3.48%) LogRhythm
8 4 (3.48%) MicroStrategy
8 4 (3.48%) Sun