Period
to 20 June 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 20 June 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
England > East of England
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 65 74 93
Rank change year-on-year +9 +19 -12
Contract jobs citing Analytics 138 133 96
As % of all contract IT jobs advertised in the East of England 3.12% 2.99% 1.93%
As % of the Processes & Methodologies category 3.69% 3.53% 2.36%
Number of daily rates quoted 85 83 57
East of England median daily rate £450 £400 £413
Median daily rate % change year-on-year +12.50% -3.03% +3.13%
10th Percentile £303 £266 £288
90th Percentile £604 £575 £543
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -
Number of hourly rates quoted 5 5 1
East of England median hourly rate £17.00 £31.00 £25.00
Median hourly rate % change year-on-year -45.16% +24.00% -24.24%
England median hourly rate £26.60 £23.50 £22.31
% change year-on-year +13.17% +5.35% -3.73%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 3,735 3,772 4,064
As % of all contract IT jobs advertised in the East of England 84.46% 84.94% 81.77%
Number of daily rates quoted 2,100 2,231 2,369
East of England median daily rate £433 £425 £413
Median daily rate % change year-on-year +1.76% +3.03% +3.77%
10th Percentile £240 £230 £247
90th Percentile £588 £575 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 237 261 293
East of England median hourly rate £17.32 £31.50 £25.00
Median hourly rate % change year-on-year -45.02% +26.00% +8.70%
10th Percentile £11.52 £12.50 £14.00
90th Percentile £47.50 £47.75 £50.78
England median hourly rate £22.00 £25.00 £25.00
% change year-on-year -12.00% - +19.05%

Analytics
Job Vacancy Trend in the East of England

Job postings citing Analytics as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Analytics in the East of England

Analytics
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Analytics in the East of England

Analytics
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Analytics in the East of England over the 6 months to 20 June 2018.

Contractor daily rate histogram for Analytics in the East of England

Analytics
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Analytics in the East of England

Analytics
Contractor Hourly Rate Histogram in the East of England

The hourly rate distribution of IT jobs citing Analytics in the East of England over the 6 months to 20 June 2018.

Contractor hourly rate histogram for Analytics in the East of England

Analytics
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the East of England region over the 6 months to 20 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedfordshire +12 54 £505 +26.25% 10
Cambridgeshire +12 30 £450 +5.88% 19
Hertfordshire -3 30 £450 - 18
Essex -6 23 £400 +21.21% 6
Norfolk +5 5 £550 +9.45% 11
Suffolk -8 5 £413 +3.13% 3
East Anglia - 1 £475 -
Analytics
England

For the 6 months to 20 June 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 East of England region with a requirement for Analytics.

1 59 (42.75%) Agile Software Development
2 40 (28.99%) Amazon AWS
3 39 (28.26%) Big Data
4 33 (23.91%) Google
5 32 (23.19%) Google Analytics
6 31 (22.46%) Business Intelligence
7 27 (19.57%) Hadoop
8 25 (18.12%) SQL
9 23 (16.67%) Marketing
9 23 (16.67%) Analytical Skills
10 21 (15.22%) Data Analytics
10 21 (15.22%) Data Science
11 20 (14.49%) E-Commerce
12 19 (13.77%) OO
12 19 (13.77%) .NET
12 19 (13.77%) NoSQL
13 18 (13.04%) User Experience
13 18 (13.04%) Python
13 18 (13.04%) Data Warehouse
14 17 (12.32%) Finance
14 17 (12.32%) Apache Spark
14 17 (12.32%) Kafka
15 16 (11.59%) Linux
16 15 (10.87%) Java
16 15 (10.87%) Actionable Insight
17 14 (10.14%) .NET Core
17 14 (10.14%) Oracle
17 14 (10.14%) SQL Server
18 13 (9.42%) SharePoint
18 13 (9.42%) Data Modelling

Analytics
Co-occurring IT Skills in the East of England 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 (12.32%) Apache Spark
2 13 (9.42%) SharePoint
3 8 (5.80%) Apache Airflow
3 8 (5.80%) Luigi
3 8 (5.80%) Oracle Workflow
4 6 (4.35%) SAS
5 5 (3.62%) CMS
6 4 (2.90%) Apache
7 2 (1.45%) Apache Solr
7 2 (1.45%) Tomcat
7 2 (1.45%) WordPress
8 1 (0.72%) Adobe Experience Manager
8 1 (0.72%) Apache Pig
8 1 (0.72%) Drupal
8 1 (0.72%) SharePoint 2013
Applications
1 5 (3.62%) Microsoft Office
2 3 (2.17%) Microsoft Excel
2 3 (2.17%) MS Visio
Business Applications
1 2 (1.45%) Oracle ERP
2 1 (0.72%) Cognos Business Intelligence
2 1 (0.72%) Cognos TM1
2 1 (0.72%) Dynamics CRM
2 1 (0.72%) HFM
2 1 (0.72%) Hyperion Planning
Cloud Services
1 40 (28.99%) Amazon AWS
2 32 (23.19%) Google Analytics
3 10 (7.25%) Amazon EMR
3 10 (7.25%) PaaS
4 9 (6.52%) Amazon Kinesis
4 9 (6.52%) Microsoft Azure
5 8 (5.80%) Amazon EC2
6 4 (2.90%) IaaS
7 3 (2.17%) Akamai
7 3 (2.17%) Google Cloud Platform
7 3 (2.17%) Office 365
7 3 (2.17%) SaaS
8 2 (1.45%) Amazon S3
8 2 (1.45%) Azure Active Directory
8 2 (1.45%) Cloud Computing
8 2 (1.45%) Google Tag Manager
9 1 (0.72%) Asana
9 1 (0.72%) AWS Lambda
9 1 (0.72%) Serverless
Communications & Networking
1 3 (2.17%) BIG-IP
1 3 (2.17%) DNS
1 3 (2.17%) LAN
1 3 (2.17%) WAN
2 2 (1.45%) SAN
2 2 (1.45%) SSH
2 2 (1.45%) VPN
3 1 (0.72%) SSL
Database & Business Intelligence
1 39 (28.26%) Big Data
2 27 (19.57%) Hadoop
3 19 (13.77%) NoSQL
4 18 (13.04%) Data Warehouse
5 14 (10.14%) SQL Server
6 10 (7.25%) Apache Cassandra
6 10 (7.25%) Apache Hive
6 10 (7.25%) MongoDB
7 8 (5.80%) Amazon Athena
7 8 (5.80%) Amazon RDS
7 8 (5.80%) Amazon Redshift
7 8 (5.80%) Electronic Patient Records
7 8 (5.80%) PostgreSQL
7 8 (5.80%) Relational Database
8 6 (4.35%) RDBMS
9 5 (3.62%) Impala
9 5 (3.62%) Power BI
9 5 (3.62%) QlikView
10 4 (2.90%) Data Lake
10 4 (2.90%) MySQL
Development Applications
1 5 (3.62%) Git (software)
1 5 (3.62%) JIRA
2 3 (2.17%) Jenkins
2 3 (2.17%) Subversion
3 1 (0.72%) Maven
3 1 (0.72%) Team Foundation Server
3 1 (0.72%) Visual Studio
3 1 (0.72%) Visual Studio Code
General
1 23 (16.67%) Marketing
2 17 (12.32%) Finance
3 11 (7.97%) Advertising
4 9 (6.52%) Pharmaceutical
5 8 (5.80%) Law
5 8 (5.80%) Publishing
6 6 (4.35%) Retail
7 5 (3.62%) Legal
7 5 (3.62%) Manufacturing
8 4 (2.90%) Back Office
8 4 (2.90%) Financial Institution
9 2 (1.45%) Banking
9 2 (1.45%) Local Government
10 1 (0.72%) Front Office
10 1 (0.72%) Multimedia
Job Titles
1 34 (24.64%) Analyst
2 21 (15.22%) Architect
3 18 (13.04%) Developer
4 15 (10.87%) Business Analyst
5 13 (9.42%) Solutions Architect
6 10 (7.25%) AWS Engineer
6 10 (7.25%) Data Engineer
6 10 (7.25%) Digital Architect
6 10 (7.25%) Digital Solutions Architect
6 10 (7.25%) E-Commerce Architect
6 10 (7.25%) E-Commerce Solution Architect
6 10 (7.25%) Project Manager
7 9 (6.52%) Designer
7 9 (6.52%) Web Analyst
8 8 (5.80%) Big Data Engineer
8 8 (5.80%) Data Architect
9 7 (5.07%) Web Analytics Analyst
10 6 (4.35%) Content Designer
10 6 (4.35%) Data Analyst
10 6 (4.35%) Delivery Manager
Libraries, Frameworks & Software Standards
1 19 (13.77%) .NET
2 17 (12.32%) Kafka
3 14 (10.14%) .NET Core
4 10 (7.25%) HTML
4 10 (7.25%) Node.js
4 10 (7.25%) Web Services
5 8 (5.80%) MLlib
6 5 (3.62%) CSS
7 4 (2.90%) Angular 2
7 4 (2.90%) jQuery
8 3 (2.17%) J2EE
9 2 (1.45%) .NET Framework
9 2 (1.45%) EJB
9 2 (1.45%) JDBC
9 2 (1.45%) JMS
9 2 (1.45%) Laravel
9 2 (1.45%) Sass
9 2 (1.45%) Servlets
9 2 (1.45%) TensorFlow
9 2 (1.45%) WS-I
Miscellaneous
1 23 (16.67%) Analytical Skills
2 18 (13.04%) User Experience
3 8 (5.80%) Computer Science
4 6 (4.35%) e-Health
4 6 (4.35%) LIMS
4 6 (4.35%) NHS
4 6 (4.35%) PACS
5 4 (2.90%) Algorithms
5 4 (2.90%) Enterprise Software
5 4 (2.90%) Management Information System
5 4 (2.90%) Mobile App
6 3 (2.17%) Client/Server
6 3 (2.17%) Life Science
6 3 (2.17%) Social Media
7 2 (1.45%) Data Structures
7 2 (1.45%) Greenfield Project
7 2 (1.45%) Mainframe
7 2 (1.45%) Virtual Team
8 1 (0.72%) IBM Mainframe
8 1 (0.72%) Replication
Operating Systems
1 16 (11.59%) Linux
2 7 (5.07%) Unix
3 5 (3.62%) Windows
4 3 (2.17%) Red Hat Enterprise Linux
4 3 (2.17%) Windows Server
5 2 (1.45%) AIX
5 2 (1.45%) CentOS
5 2 (1.45%) Solaris
Processes & Methodologies
1 59 (42.75%) Agile Software Development
2 31 (22.46%) Business Intelligence
3 21 (15.22%) Data Analytics
3 21 (15.22%) Data Science
4 20 (14.49%) E-Commerce
5 19 (13.77%) OO
6 15 (10.87%) Actionable Insight
7 13 (9.42%) Data Modelling
7 13 (9.42%) Workflow
8 12 (8.70%) Data Analysis
8 12 (8.70%) Scrum
8 12 (8.70%) TDD
8 12 (8.70%) Waterfall
9 11 (7.97%) Problem-Solving
9 11 (7.97%) Stakeholder Management
9 11 (7.97%) Statistics
9 11 (7.97%) Web Analytics
10 10 (7.25%) BDD
10 10 (7.25%) Cybersecurity
10 10 (7.25%) ETL
Programming Languages
1 25 (18.12%) SQL
2 18 (13.04%) Python
3 15 (10.87%) Java
4 12 (8.70%) C#
5 10 (7.25%) Scala
6 9 (6.52%) C++
7 5 (3.62%) JavaScript
7 5 (3.62%) R
7 5 (3.62%) Shell Script
8 3 (2.17%) PHP
9 2 (1.45%) Perl
10 1 (0.72%) C
10 1 (0.72%) Fortran
10 1 (0.72%) PowerShell
10 1 (0.72%) VB.NET
Qualifications
1 5 (3.62%) Degree
2 4 (2.90%) PhD
3 1 (0.72%) Computer Science Degree
3 1 (0.72%) ECDL
3 1 (0.72%) ISEB
3 1 (0.72%) Master's Degree
3 1 (0.72%) PMI Certification
3 1 (0.72%) PMP
Quality Assurance & Compliance
1 6 (4.35%) HL7
1 6 (4.35%) QA
2 4 (2.90%) Data Quality
2 4 (2.90%) PMO
2 4 (2.90%) SLA
3 3 (2.17%) GDPR
4 1 (0.72%) WCAG
System Software
1 12 (8.70%) Docker
2 5 (3.62%) Active Directory
2 5 (3.62%) Apache Flume
3 3 (2.17%) HDFS
4 2 (1.45%) Virtual Machines
Systems Management
1 6 (4.35%) Ansible
1 6 (4.35%) Oozie
1 6 (4.35%) Terraform
2 2 (1.45%) Microsoft Intune
2 2 (1.45%) Opsview
Vendors
1 33 (23.91%) Google
2 14 (10.14%) Oracle
3 10 (7.25%) Microsoft
3 10 (7.25%) Tableau
4 7 (5.07%) Cloudera
5 5 (3.62%) Alteryx
6 4 (2.90%) hybris
6 4 (2.90%) IBM
6 4 (2.90%) MicroStrategy
6 4 (2.90%) Omniture
7 3 (2.17%) CA Agile Central
7 3 (2.17%) F5
7 3 (2.17%) Optimizely
7 3 (2.17%) Perforce
8 2 (1.45%) Cognos
8 2 (1.45%) Hortonworks
8 2 (1.45%) MapR
8 2 (1.45%) Red Hat
8 2 (1.45%) Teradata
8 2 (1.45%) Workday