Period
to 25 April 2018

The following table provides summary statistics for contract job vacancies advertised in Reading with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 25 April 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytics
Berkshire > Reading
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 39 44 73
Rank change year-on-year +5 +29 +1
Contract jobs citing Analytics 54 50 46
As % of all contract IT jobs advertised in Reading 4.19% 3.66% 2.34%
As % of the Processes & Methodologies category 4.97% 4.51% 2.94%
Number of daily rates quoted 38 23 24
Reading median daily rate £463 £400 £385
Median daily rate % change year-on-year +15.63% +3.90% -3.75%
10th Percentile £248 £325 £188
90th Percentile £581 £615 £510
Berkshire median daily rate £463 £388 £380
% change year-on-year +19.35% +1.97% -5.00%
Number of hourly rates quoted 0 6 1
Reading median hourly rate - £14.00 £175.00
Median hourly rate % change year-on-year - -92.00% +821.05%
Berkshire median hourly rate £30.88 £14.00 £14.50
% change year-on-year +120.54% -3.45% -19.44%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1,086 1,109 1,562
As % of all contract IT jobs advertised in Reading 84.32% 81.25% 79.29%
Number of daily rates quoted 676 563 899
Reading median daily rate £425 £415 £400
Median daily rate % change year-on-year +2.41% +3.75% -
10th Percentile £263 £226 £249
90th Percentile £608 £550 £538
Berkshire median daily rate £425 £419 £400
% change year-on-year +1.43% +4.75% +2.56%
Number of hourly rates quoted 26 38 44
Reading median hourly rate £19.38 £17.84 £27.50
Median hourly rate % change year-on-year +8.63% -35.13% +22.22%
10th Percentile £11.25 £13.00 £12.19
90th Percentile £49.38 £57.50 £62.10
Berkshire median hourly rate £15.86 £15.00 £16.50
% change year-on-year +5.73% -9.09% -23.43%

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
Contractor Daily Rate Trend in Reading

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Reading.

Contractor daily rate trend for Analytics in Reading

Analytics
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Analytics in Reading over the 6 months to 25 April 2018.

Contractor daily rate histogram for Analytics in Reading

Analytics
Contractor Hourly Rate Trend in Reading

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytics in Reading.

Contractor hourly rate trend for Analytics in Reading

For the 6 months to 25 April 2018, IT contractor 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 contract job ads across the Reading region with a requirement for Analytics.

1 19 (35.19%) Business Intelligence
2 18 (33.33%) Microsoft
3 16 (29.63%) Agile Software Development
3 16 (29.63%) Microsoft Azure
4 11 (20.37%) Marketing
4 11 (20.37%) Data Analytics
4 11 (20.37%) Data Modelling
4 11 (20.37%) Data Warehouse
5 10 (18.52%) SQL
5 10 (18.52%) Big Data
5 10 (18.52%) Analytical Skills
6 9 (16.67%) Degree
7 8 (14.81%) Java
7 8 (14.81%) Security Cleared
7 8 (14.81%) Scorecard
8 7 (12.96%) User Experience
8 7 (12.96%) Self-Motivation
8 7 (12.96%) Power BI
8 7 (12.96%) C#
8 7 (12.96%) HTML
8 7 (12.96%) Oracle
8 7 (12.96%) CSS
8 7 (12.96%) Retail
9 6 (11.11%) Data Management
9 6 (11.11%) Web Analytics
9 6 (11.11%) Project Management
9 6 (11.11%) Adobe
9 6 (11.11%) Informatica
9 6 (11.11%) PRINCE2
9 6 (11.11%) Python

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 4 (7.41%) CMS
2 3 (5.56%) SharePoint
3 2 (3.70%) Apache Pig
3 2 (3.70%) IIS
3 2 (3.70%) SAS
3 2 (3.70%) SharePoint Server
Applications
1 4 (7.41%) Adobe Creative Suite
1 4 (7.41%) Microsoft Office
2 2 (3.70%) Microsoft Excel
2 2 (3.70%) SPSS
3 1 (1.85%) Microsoft PowerPoint
3 1 (1.85%) Photoshop
Business Applications
1 1 (1.85%) WebTrends
Cloud Services
1 16 (29.63%) Microsoft Azure
2 5 (9.26%) Azure Data Factory
3 3 (5.56%) Amazon AWS
4 2 (3.70%) Adobe Analytics
4 2 (3.70%) IaaS
4 2 (3.70%) Office 365
4 2 (3.70%) PaaS
4 2 (3.70%) Serverless
5 1 (1.85%) Data Lake Analytics
5 1 (1.85%) Google Analytics
Communications & Networking
1 1 (1.85%) DNS
1 1 (1.85%) HTTP
1 1 (1.85%) Intrusion Detection
1 1 (1.85%) SMS
1 1 (1.85%) VPN
Database & Business Intelligence
1 11 (20.37%) Data Warehouse
2 10 (18.52%) Big Data
3 7 (12.96%) Power BI
4 6 (11.11%) Data Lake
4 6 (11.11%) SQL Server
5 5 (9.26%) Hadoop
5 5 (9.26%) MongoDB
5 5 (9.26%) QlikView
6 4 (7.41%) Apache Cassandra
6 4 (7.41%) BusinessObjects
6 4 (7.41%) Redis
7 3 (5.56%) Azure SQL Database
7 3 (5.56%) Cosmos DB
7 3 (5.56%) HDInsight
7 3 (5.56%) NoSQL
7 3 (5.56%) Oracle Database
7 3 (5.56%) SQL Server Analysis Services
7 3 (5.56%) SQL Server Integration Services
7 3 (5.56%) SQL Server Reporting Services
8 2 (3.70%) SQL Server 2005
Development Applications
1 2 (3.70%) Visual Studio
2 1 (1.85%) Dreamweaver
2 1 (1.85%) Git (software)
2 1 (1.85%) Grunt
2 1 (1.85%) gulp
2 1 (1.85%) SoapUI
2 1 (1.85%) Visual Studio Team System
General
1 11 (20.37%) Marketing
2 7 (12.96%) Retail
3 4 (7.41%) Finance
4 2 (3.70%) Manufacturing
5 1 (1.85%) Banking
5 1 (1.85%) German Language
5 1 (1.85%) Italian Language
5 1 (1.85%) Japanese Language
5 1 (1.85%) Korean Language
5 1 (1.85%) Legal
5 1 (1.85%) Publishing
5 1 (1.85%) Russian Language
Job Titles
1 9 (16.67%) Developer
2 8 (14.81%) Consultant
2 8 (14.81%) Designer
3 7 (12.96%) Analyst
4 6 (11.11%) Architect
5 5 (9.26%) Data Consultant
6 4 (7.41%) Insight Consultant
7 3 (5.56%) Azure Engineer
7 3 (5.56%) Business Intelligence Developer
7 3 (5.56%) Data Architect
7 3 (5.56%) Graphic Designer
7 3 (5.56%) IT Manager
7 3 (5.56%) IT Project Manager
7 3 (5.56%) IT Services Manager
7 3 (5.56%) Project Manager
7 3 (5.56%) Solutions Architect
7 3 (5.56%) Support Engineer
8 2 (3.70%) Business Analyst
8 2 (3.70%) Field Engineer
8 2 (3.70%) Lead Developer
Libraries, Frameworks & Software Standards
1 7 (12.96%) CSS
1 7 (12.96%) HTML
2 3 (5.56%) .NET
3 2 (3.70%) AngularJS
3 2 (3.70%) ASP.NET
3 2 (3.70%) Hibernate
3 2 (3.70%) JPA
3 2 (3.70%) Middleware
3 2 (3.70%) Node.js
3 2 (3.70%) OAuth
3 2 (3.70%) SAML
3 2 (3.70%) Spring
4 1 (1.85%) .NET Framework
4 1 (1.85%) CSS3
4 1 (1.85%) HTML5
4 1 (1.85%) jQuery
4 1 (1.85%) Kafka
4 1 (1.85%) KnockoutJS
4 1 (1.85%) REST
4 1 (1.85%) WebCenter
Miscellaneous
1 10 (18.52%) Analytical Skills
2 7 (12.96%) Self-Motivation
2 7 (12.96%) User Experience
3 4 (7.41%) Animation
3 4 (7.41%) Computer Science
3 4 (7.41%) Mobile App
3 4 (7.41%) Replication
3 4 (7.41%) Social Media
3 4 (7.41%) Video Editing
4 3 (5.56%) Graphic Design
4 3 (5.56%) Hybrid Cloud
5 2 (3.70%) Robotics
5 2 (3.70%) Security Operations Centre
6 1 (1.85%) Blog
6 1 (1.85%) Cyberattack
6 1 (1.85%) Cyberthreat
6 1 (1.85%) Data Centre
6 1 (1.85%) Greenfield Project
6 1 (1.85%) Virtual Team
6 1 (1.85%) Wiki
Operating Systems
1 4 (7.41%) Windows
2 2 (3.70%) Linux
3 1 (1.85%) VMS
3 1 (1.85%) Windows Server
Processes & Methodologies
1 19 (35.19%) Business Intelligence
2 16 (29.63%) Agile Software Development
3 11 (20.37%) Data Analytics
3 11 (20.37%) Data Modelling
4 8 (14.81%) Scorecard
5 6 (11.11%) Data Management
5 6 (11.11%) PRINCE2
5 6 (11.11%) Problem-Solving
5 6 (11.11%) Project Management
5 6 (11.11%) Web Analytics
6 5 (9.26%) Business Analytics
6 5 (9.26%) Migration
6 5 (9.26%) Open Source
7 4 (7.41%) Customer Engagement
7 4 (7.41%) Data Integration
7 4 (7.41%) ETL
7 4 (7.41%) Responsive Web Design
7 4 (7.41%) Scrum
7 4 (7.41%) Visualisation
7 4 (7.41%) Web Design
Programming Languages
1 10 (18.52%) SQL
2 8 (14.81%) Java
3 7 (12.96%) C#
4 6 (11.11%) JavaScript
4 6 (11.11%) Python
5 5 (9.26%) R
6 4 (7.41%) PowerShell
7 3 (5.56%) Scala
8 2 (3.70%) F#
8 2 (3.70%) Java 8
8 2 (3.70%) T-SQL
9 1 (1.85%) U-SQL
Qualifications
1 9 (16.67%) Degree
2 8 (14.81%) Security Cleared
3 6 (11.11%) SC Cleared
4 2 (3.70%) Computer Science Degree
5 1 (1.85%) ACCA
5 1 (1.85%) CIMA
5 1 (1.85%) MBA
Quality Assurance & Compliance
1 4 (7.41%) Data Quality
2 2 (3.70%) GDPR
System Software
1 2 (3.70%) Active Directory
1 2 (3.70%) Apache Flume
1 2 (3.70%) Docker
2 1 (1.85%) Virtual Machines
Systems Management
1 2 (3.70%) Ansible
2 1 (1.85%) Kubernetes
2 1 (1.85%) Opscode Chef
2 1 (1.85%) Puppet
2 1 (1.85%) Terraform
Vendors
1 18 (33.33%) Microsoft
2 7 (12.96%) Oracle
3 6 (11.11%) Adobe
3 6 (11.11%) Informatica
4 3 (5.56%) SAP
4 3 (5.56%) Tableau
5 2 (3.70%) Google
5 2 (3.70%) Saba
5 2 (3.70%) Talend
5 2 (3.70%) Teradata
5 2 (3.70%) Vertica
5 2 (3.70%) Workday
6 1 (1.85%) Cognizant
6 1 (1.85%) hybris
6 1 (1.85%) Hyperion
6 1 (1.85%) IBM
6 1 (1.85%) Netezza
6 1 (1.85%) Omniture
6 1 (1.85%) Optimizely
6 1 (1.85%) Sitecore